1. lkm-openapi
literature-sage
  • lkm-openapi
    • 搜索知识:对科学命题/研究问题等进行召回
      POST
    • 搜索推理链:对文献推理过程进行召回
      POST
    • 查询论文对应的完整知识图谱
      POST
    • 查询命题对应的推理链
      GET
    • 批量查询:按知识节点 ID 列表取详情
      POST
    • 问题反馈
      POST
  1. lkm-openapi

搜索知识:对科学命题/研究问题等进行召回

POST
/search
用自然语言检索 LKM 中的公开 claim / question 节点,也可一并召回论文摘要(abstract)。可以理解成:在 LKM 已抽取的科研知识里,找相关命题、研究问题或论文摘要。本接口返回的是一个个命中(默认按 paper 聚合后的代表命中),不是完整推理链。如果想直接找“论证过程相似”的结果,请用 POST /reasoning/search。如果已经有 claim ID,想看它由哪些前提和步骤支撑,请用 GET /claims/{id}/reasoning。

检索模式怎么选#

hybrid:默认推荐
同时使用向量语义检索和关键词匹配。
建议同时传入 query 和 keywords。
query 表达自然语言意图。
keywords 锚定关键术语、材料名、方法名、缩写、疾病、基因、指标名等。
建议从用户 query、检索式、筛选条件或上游 LLM 解析结果中抽取 3 到 10 个短关键词。
不要把整句自然语言塞进 keywords。
semantic:更快,但召回效果可能弱一些
只进行向量语义检索。
会关闭关键词匹配。
更适合高并发、低延迟或只需要粗召回的场景。
代价是不会利用 keywords 做字面命中;当材料名、缩写、专有术语很关键时,效果通常比 hybrid 差一些。
lexical:只按关键词匹配
只进行关键词匹配。
会关闭向量语义检索。
适合必须命中特定术语、材料名、方法名或缩写的场景。
例如:FAPbI3、Cs doping、Rietveld refinement、GFAP。
代价是不会召回“字面不同但语义相近”的结果。

搜索范围 scopes 怎么选#

scopes 决定要搜的内容范围,可多选,省略或传空数组时默认召回 conclusion 类 claim 并附带 abstract。
abstract:论文摘要(paper 级),适合作为背景或快速判断论文是否相关。
claim / question:知识节点类型(命题 / 研究问题)。
conclusion / premise:知识节点在推理链中的角色。
常见用法
只想看命题:scopes: ["claim"]。
只想看研究问题:scopes: ["question"]。
只想召回摘要:scopes: ["abstract"]。
只想看有推理链支撑的结论:scopes: ["conclusion"],拿到 claim ID 后再调 /claims/{id}/reasoning。
注意:question ID 不能拿去调用 /claims/{id}/reasoning。

过滤条件 filters#

visibility:内容可见性,通常保持 public 即可。
paper_ids:限定只在指定论文范围内召回,最多 50 个,每个为纯数字 ID(不含 paper: 前缀)。
dois:按论文 DOI 限定召回范围,最多 50 个。
title:按论文标题过滤(模糊匹配),仅返回最相关的前若干篇(默认 5),不保证精确或穷尽匹配。
paper_ids / dois / title 同时给定时取交集(AND),任一维度命中为空则整体返回空结果。
publication_date_start / publication_date_end:按发表日期范围过滤,格式 YYYY-MM-DD,可只传一侧;两侧都不传时默认按近 20 年过滤。
limit_publication_date(默认 true):为 false 时完全不限制发表日期(也不套用默认近 20 年范围),用于召回没有发表日期的文献。
role(已废弃):旧的角色过滤字段,请改用 scopes 中的 conclusion / premise。

reasoning_only(已废弃)#

该字段已废弃,等价于 scopes: ["conclusion"],新调用方请直接用 scopes。
旧语义:reasoning_only: true 表示“只要有推理链支撑的结论”,仅适用于 claim conclusion。
兼容期内使用 reasoning_only: true 时:
scopes 必须省略或为 ["claim"]。
filters.role 必须省略或为 conclusion。
同时传入冲突值(例如 scopes: ["question"] 或 filters.role: "premise")会返回 290002 入参错误。
旧字段名 evidence_only 同样作为废弃别名保留。

响应怎么看#

业务状态
HTTP 状态通常是 200,业务是否成功看响应体里的 code。
code = 0 表示成功。
命中节点
data.variables 是命中的列表,按相关性排序。
默认按 paper 聚合:每篇 paper 只返回一条最相关的主命中,同一篇 paper 的其它命中会被折叠到该主命中的 related 里。
如果不想聚合,可传 aggregate_by_paper: false,让每条命中独立返回(此时不再产生 related)。
每个节点用 type 区分 claim / question / abstract。
abstract 是论文摘要级命中,适合快速判断论文是否相关、或作为背景上下文;它不是 claim,没有推理链,也不参与聚合(始终独立成条)。
每个 claim 用 role 区分它在推理链中的角色,例如 conclusion / premise。
score / rerank_score 是检索排序分数,不等于科学可信度,也不应该当作证据强度或置信度使用。
has_reasoning 表示该 claim 是否有推理链可追溯。
需要展示证据或推理过程时,优先选择 has_reasoning = true 的 claim。
related(同论文相关片段)
variables[].related 是同一篇 paper 内被折叠的其它相关命中(same-paper context)。
它不是跨论文推荐,也不是完整 paper graph。
下游展示时可以放在主命中下面作为“同论文相关片段”;模型使用时按 token budget 追加即可。
论文元数据
data.papers 是命中结果引用到的论文元数据,key 通常是 paper:<id>。
variables[].provenance.source_packages 可以告诉你某个节点来自哪些论文包。
如果需要更多论文信息,可以传 include_paper_enrich: true。
默认情况下 paper 元数据已经包含标题、作者、DOI、期刊、发表时间、关键词等基础字段。
开启 enrich 后会额外返回作者详情、摘要、影响因子、JCR 分区、论文链接、开放获取信息等字段。
include_paper_enrich 会让响应体变大,只在页面确实需要展示更多论文信息时使用。
分页
分页使用 offset / limit。
响应里的 has_more 表示是否还有下一页。
如果 has_more = true,下一页使用相同请求体,把 offset 增加本页返回条数即可。

常见错误#

290002 表示入参错误。
常见原因:retrieval_mode 取值非法。
常见原因:scopes 取值非法。
常见原因:keywords 超限。
常见原因:分页参数越界。
常见原因:filters 取值非法,例如 publication_date_start / publication_date_end 不是 YYYY-MM-DD,或 paper_ids / dois 超过 50 个。
常见原因:reasoning_only(已废弃)与 scopes / filters.role 冲突。
290001 表示检索失败。
可以重试一次。
如果仍失败,建议缩短 query 或降低 limit。
2000 表示未授权,通常是请求头缺少有效 accessKey。

使用建议#

产品默认搜索用 hybrid,并尽量同时传 keywords。
高 QPS 或延迟敏感场景可以先用 semantic。
原因:semantic 关闭关键词匹配,速度更快。
如果召回不够,可以再补一次 lexical,或直接切回 hybrid。
关键词建议
用户输入里有明确实体、缩写、材料名、方法名时,把这些词放进 keywords。
即使没有显式关键词,也建议调用方从 query 里抽取一组候选关键词。
需要后续展示推理链时,优先传 scopes: ["conclusion"](旧写法 reasoning_only: true 已废弃),再对命中的 claim ID 调 /claims/{id}/reasoning。
需要论文级背景时,可在 scopes 中加入 abstract;展示论文卡片时标题等信息优先从 data.papers 取。
想限定论文范围或发表时间时,用 filters(paper_ids / dois / title / 发表日期);想召回没有发表日期的文献时设 limit_publication_date: false。
不要把 score 当作可信度或证据强度;它只是检索排序信号。

请求参数

Header 参数

Body 参数application/json必填

示例
{
  "query": "perovskite thermal stability",
  "scopes": ["claim", "question"],
  "filters": {
    "visibility": "public",
    "role": "conclusion"
  },
  "retrieval_mode": "hybrid",
  "keywords": ["FAPbI3", "Cs doping"],
  "offset": 0,
  "limit": 20,
  "include_paper_enrich": false,
  "reasoning_only": false
}

请求示例代码

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请求示例请求示例
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curl --location 'https://open.bohrium.com/openapi/v1/lkm/search' \
--header 'accessKey;' \
--header 'Authorization: Bearer 5cc6462133d64251bf6ab64815c0e9xx' \
--header 'Content-Type: application/json' \
--data '{
  "query": "perovskite thermal stability",
  "scopes": ["claim", "question"],
  "filters": {
    "visibility": "public",
    "role": "conclusion"
  },
  "retrieval_mode": "hybrid",
  "keywords": ["FAPbI3", "Cs doping"],
  "offset": 0,
  "limit": 20,
  "include_paper_enrich": false,
  "reasoning_only": false
}'

返回响应

🟢200
application/json
业务错误,按响应体 code / msg 分类
Bodyapplication/json

示例
{
    "code": 0,
    "data": {
        "variables": [
            {
                "id": "1000942282762879025",
                "type": "abstract",
                "content": "Perovskite solar cells have emerged as promising photovoltaic technology due to their remarkable efficiency and cost-effectiveness. However, various defects within the perovskite layer significantly hamper device performance. This review provides a comprehensive examination of these defects, encompassing point defects, surface irregularities, grain boundaries, and ion migration, elucidating their detrimental impact on device efficiency, particularly through increased charge carrier recombination. Through the establishment of a detailed schematic model, we illustrate how these defects influence the tuning of critical photovoltaic parameters such as open circuit voltage (V oc ) and current density (J sc ), offering deeper insights into their effects on solar cell performance. Furthermore, recent advancements in defect passivation strategies are explored, focusing on surface passivation techniques such as interactions with Lewis acids and bases, treatment with zwitterion molecules, and the utilization of ammonia salts. Moreover, this review discusses the challenges and opportunities associated with defect passivation, providing valuable insights into future research directions aimed at enhancing the stability and efficiency of perovskite solar cells. By consolidating existing knowledge and offering innovative perspectives, this work aims to contribute significantly to the advancement of photovoltaics and defect engineering.",
                "title": "Nature of defects and their passivation engineering for advancements in perovskite solar cells",
                "score": 0.01639344262295082,
                "rerank_score": 0.9746759212158358,
                "provenance": {
                    "source_packages": [
                        "paper:1000942282762879025"
                    ]
                }
            },
            {
                "id": "1220327955893321751",
                "type": "abstract",
                "content": "Despite significant advancements in perovskite solar cells, their defect states remain a critical bottleneck limiting further breakthroughs in efficiency and stability. Herein, an omnidirectional multi-type defect passivation strategy is judiciously proposed, which achieves comprehensive defect passivation within the bulk, at surfaces, and throughout interfaces by introducing two organic potassium salts, potassium 4-formylphenyltrifluoroborate and potassium propylxanthate, into the perovskite precursor and interfacial layer, respectively. The highly electronegative functional groups from the organic anion moiety can not only form hydrogen bonds with positively charged FA⁺, but also act as typical Lewis bases to stabilize uncoordinated Pb2⁺ defects. Meanwhile, the free K⁺ can suppress internal ion migration by binding with iodide ions, thereby comprehensively eliminating various defects that are responsible for non-radiative recombination in the device. Ultimately, the device achieves a remarkable PCE power conversion efficiency (PCE) of 25.78% with a negligible hysteresis and an open-circuit voltage loss of ≈349 mV. Impressively, benefiting from the hydrophobic interface protection and throughout defect elimination, the resultant devices exhibit admirable stabilities, with retaining 88.7% of its initial PCE after 1100 h of continuous thermal stress at 85 °C and 86.8% after 1400 h of aging under 40 ± 5% relative humidity, respectively.",
                "title": "Omnidirectional Multi-Type Defect Passivation Enables Efficient and Stable Perovskite Solar Cells via Dual Organic Potassium Salts",
                "score": 0.016129032258064516,
                "rerank_score": 0.9723797289388738,
                "provenance": {
                    "source_packages": [
                        "paper:1220327955893321751"
                    ]
                }
            },
            {
                "id": "1055822184880013358",
                "type": "abstract",
                "content": "Perovskite solar cells prepared by inorganic-organic three-dimensional hybrid have good power conversion efficiency, but their operational stability remains a major challenge for commercialization. The defect of perovskite is an important factor restricting its charge dynamics and stability. Here, the rare earth metal chloride CeCl3 is introduced into perovskite solution to passivate the defects, where the Pb2+ part of the B position is replaced by Ce3+. The prepared films have the characteristics of increasing grain size, enhancing carrier mobility and excellent crystallinity. Meanwhile, via passivating interface defects and improving carrier transport capacity, the generation of non-radiative recombination is reduced, the carrier migration length is extended, and the device performance is improved. The results show that the PCE of the standard device is only 65 % after 2880 h of N2 atmosphere at room temperature, while the efficiency of the device doped with CeCl3 can remain at 93 %. When the unencapsulated sample was placed in an air environment (40–60 % humidity), the control sample was reduced to 72 % at 1060 h, while the CeCl3 was maintained at 87 %. Additionally, the reduction of residual stress in the perovskite layer also provides good bending stability for the flexible target device. These results show that the incorporation of rare earth metal ions is an effective way to stabilize and improve the efficiency of the device.",
                "title": "Cerium rare-earth ions reinforced built-in electric field to enable efficient carrier extraction for highly efficient and stable perovskite solar cells",
                "score": 0.015873015873015872,
                "rerank_score": 0.962989542675802,
                "provenance": {
                    "source_packages": [
                        "paper:1055822184880013358"
                    ]
                }
            },
            {
                "id": "gcn_1740d45307854f0e",
                "type": "claim",
                "content": "Unencapsulated perovskite solar cells with full CSA-Cl passivation retain 80\\% of their initial efficiency during continuous maximum-power-point tracking under illumination in ambient air at 50\\% relative humidity over 4 h, whereas the control device fails completely within the same period. The full-passivated device also exhibits a gradual initial increase in photocurrent, followed by slow degradation, demonstrating that the reduced defect density substantially suppresses defect-induced perovskite degradation and enables long-term device operation in air, which is advantageous for in situ optoelectronic characterisations.",
                "content_hash": "c7e6b43eaa9ca3b4201dba646904b8029dac9144422cb1c1adb3ecb352a09703",
                "visibility": "public",
                "title": "CSA-Cl-passivated PVSCs remain stable in humid air",
                "role": "conclusion",
                "kind": "conclusion",
                "score": 0.014492753623188406,
                "rerank_score": 0.9027270489178448,
                "provenance": {
                    "source_packages": [
                        "paper:812579220621361153"
                    ],
                    "representative_lcn": {
                        "local_id": "paper:812579220621361153::conclusion_5",
                        "package_id": "paper:812579220621361153",
                        "version": "2.0.0"
                    }
                },
                "has_reasoning": true,
                "has_evidence": true,
                "related": [
                    {
                        "id": "gcn_f1a66ff05ba04602",
                        "content": "The performance and operational stability of perovskite solar cells (PVSCs) are severely limited by lattice defects in the bulk and on the surface of the halide perovskite layer, which act as nonradiative recombination centres and accelerate degradation. Existing defect passivation strategies using ionic additives have predominantly targeted specific individual defect species—such as undercoordinated Pb²⁺, halide vacancies, or organic cation vacancies—while only a few attempts have addressed dual defects. A comprehensive approach capable of simultaneously passivating the multiple defect types present in both the bulk and the surface of the perovskite film, and thereby reducing the overall defect density to improve carrier dynamics, has not been demonstrated. This lack of a full-defect-passivation strategy has prevented the realisation of highly efficient inverted planar PVSCs that can operate stably in ambient air, a capability critically needed for reliable device physics characterisations and for accelerating the assessment of device quality.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.015151515151515152,
                        "rerank_score": 0.8908042500998077
                    },
                    {
                        "id": "gcn_2a890df9db784d07",
                        "content": "Perovskite solar cells are notoriously unstable under ambient conditions because moisture- and oxygen-assisted degradation is accelerated by defect sites, grain boundaries, and ion migration. Standard long-term stability tests require integrated inert-atmosphere setups, and the inability to operate devices reliably in air hinders widespread in situ photophysical studies and rapid laboratory evaluation of device quality. A passivation approach that directly enables stable, long-term operation of unencapsulated devices in humid air by passifying the defect-mediated degradation pathways had not been achieved. Such air-operable devices are essential for bridging the gap between laboratory studies and practical deployment.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.015873015873015872,
                        "rerank_score": 0.8394250362096991
                    },
                    {
                        "id": "gcn_e7160e06cc5e4011",
                        "content": "Under the same 50% relative-humidity maximum-power-point protocol, the unpassivated control device fails within 4 h while the full-passivated device still retains most of its initial efficiency.",
                        "type": "claim",
                        "role": "premise",
                        "kind": "highlight",
                        "title": "The control-device collapse under the same ambient MPP protocol sharpens the air-stability claim",
                        "has_reasoning": false,
                        "score": 0.010101010101010102,
                        "rerank_score": 0.7714752487256838
                    }
                ]
            },
            {
                "id": "gcn_2272a4403ccf456f",
                "type": "question",
                "content": "In perovskite solar cells, achieving high power conversion efficiency and long-term stability critically depends on excellent perovskite crystallinity and high-quality interfaces at both the electron-transport-layer (ETL)/perovskite and perovskite/hole-transport-layer (HTL) junctions. Defects at these interfaces introduce non-radiative recombination centers that limit open-circuit voltage and fill factor, while grain boundaries and surface imperfections provide pathways for moisture and oxygen ingress, degrading device stability. Existing surface-passivation strategies for perovskite films typically employ insulating polymers or organic amine halogen salts that coordinate with Pb2+ ions to passivate defects. Although these materials can improve crystallinity and reduce recombination, their intrinsic insulating nature limits the conductivity of the perovskite active layer and can raise the interfacial energy barrier, ultimately restricting charge transport and extraction. Moreover, most reported passivation schemes modify only one interface—either the ETL/perovskite or perovskite/HTL junction—leaving the opposite interface unpassivated and prone to recombination and degradation. There is therefore a need for a passivation material that simultaneously combines efficient defect passivation, good electrical conductivity, and the ability to be applied to both perovskite interfaces, in order to fully exploit the potential of interface engineering for high-performance, stable perovskite solar cells.",
                "content_hash": "30c6061531ce34aa1314d52767fc65da57a183c7e5e919e5951c8d9489380477",
                "visibility": "public",
                "role": "premise",
                "score": 0.015384615384615385,
                "rerank_score": 0.9358262136010399,
                "provenance": {
                    "source_packages": [
                        "paper:812399018939252736"
                    ],
                    "representative_lcn": {
                        "local_id": "paper:812399018939252736::problem",
                        "package_id": "paper:812399018939252736",
                        "version": "2.0.0"
                    }
                },
                "related": [
                    {
                        "id": "gcn_91e14fae7b9f482f",
                        "content": "The perovskite absorber layer in solar cells inevitably contains point defects and grain-boundary traps that act as non-radiative recombination centers, limiting the achievable open-circuit voltage and fill factor. Quantifying and reducing these defects is essential for approaching the theoretical efficiency limits. Many passivation agents can partially heal defects, but often they are insulators that impede carrier transport or are effective only at one type of interface. A passivation strategy that drastically lowers the bulk and interfacial trap densities across both sides of the perovskite, while simultaneously raising the recombination resistance, would represent a substantial advance toward high-performance devices.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.014925373134328358,
                        "rerank_score": 0.8647235980427679
                    },
                    {
                        "id": "gcn_edc105d47b854d3a",
                        "content": "Perovskite solar cells are notoriously sensitive to moisture, oxygen, and heat, which cause rapid degradation of the perovskite layer and the interfaces. Grain boundaries and defective surfaces provide primary pathways for water and oxygen ingress, accelerating decomposition. While various encapsulation and hydrophobic passivation strategies have been developed, many of them rely on insulating materials that compromise electronic performance. A passivation approach that simultaneously improves both the intrinsic stability (via higher crystal quality) and the extrinsic stability (via increased surface hydrophobicity), without introducing insulating barriers, would extend device lifetime under ambient conditions and is highly sought after for practical applications.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.015625,
                        "rerank_score": 0.7604405021172118
                    },
                    {
                        "id": "gcn_f5f8bde5dee44e78",
                        "content": "In perovskite solar cells, the dominant approach to passivate defects and improve interfacial properties is to introduce an organic or polymer layer at a single interface—typically either between the perovskite and the electron-transport layer or between the perovskite and the hole-transport layer. Such unilateral schemes leave the other interface unaffected, so that non-radiative recombination, energy-level misalignment, and stability issues persist at the unmodified junction. Moreover, commonly used passivating organics are insulating, which can hinder charge extraction and raise resistive barriers. An effective passivation method that can be applied simultaneously to both the perovskite/ETL and perovskite/HTL interfaces, while maintaining sufficient electrical conductivity, would address both limitations but has not been demonstrated.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.014705882352941176,
                        "rerank_score": 0.746172545754936
                    }
                ]
            },
            {
                "id": "gcn_5f8ec0d2002f4ab1",
                "type": "question",
                "content": "Solution-processed halide perovskite films for solar cells are polycrystalline in nature, which inevitably introduces a high density of defects at surfaces and grain boundaries during the conventional low-temperature, fast-crystallization deposition process. These defect states act as trap-assisted charge carrier recombination centers, causing severe energy loss that limits the open-circuit voltage and overall power conversion efficiency of perovskite solar cells. Moreover, these defective sites provide pathways for moisture and oxygen infiltration from the ambient environment, critically jeopardizing the long-term operational stability of the devices under humidity, ultraviolet illumination, and thermal stress. While various passivation strategies have been explored—including fullerene derivatives, cross-linkable organic molecules, redox-active ion pairs, phenethylammonium salts, thiadiazole derivatives, thiazole additives, and carboxyl-group-containing molecules—there remains a pressing need for effective, simple, and commodity-chemical-based passivation agents that can simultaneously coordinate with undercoordinated Pb²⁺ ions to suppress defect states, modulate crystal growth for improved film morphology, and confer robust stability against multiple environmental stressors, all within a conventional mesoporous device architecture using methylammonium lead iodide as the absorber layer.",
                "content_hash": "ac135f057dd312770519cfc7111df0700b70e88b5a2a1e9c34ff505559056662",
                "visibility": "public",
                "role": "premise",
                "score": 0.016129032258064516,
                "rerank_score": 0.9000040188752042,
                "provenance": {
                    "source_packages": [
                        "paper:812474127716712451"
                    ],
                    "representative_lcn": {
                        "local_id": "paper:812474127716712451::problem",
                        "package_id": "paper:812474127716712451",
                        "version": "2.0.0"
                    }
                },
                "related": [
                    {
                        "id": "gcn_f703c23ffc864c31",
                        "content": "The commercial viability of perovskite solar cells is critically hindered by their poor stability under operational stressors: ultraviolet light induces photocatalytic degradation of the perovskite absorber, ambient humidity drives hydrolytic decomposition into PbI₂ and volatile organic species, and elevated temperatures accelerate both ion migration and phase instability. Defect sites at grain boundaries and surfaces are believed to serve as initiation points for these degradation pathways, but demonstrating that a single passivation additive can simultaneously improve stability across UV, moisture, and thermal stressors—and linking this improvement to suppressed decomposition as evidenced by reduced PbI₂ formation—was necessary to establish defect passivation as a unified strategy for operational durability rather than an efficiency-only optimization.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.01639344262295082,
                        "rerank_score": 0.8936493184312516
                    },
                    {
                        "id": "gcn_d12b222f5b914653",
                        "content": "Despite significant progress in perovskite solar cell efficiencies through compositional engineering and interfacial modifications, achieving a PCE approaching 20% in a conventional MAPbI₃-based mesoporous architecture with a simple additive strategy remained challenging. The systematic improvement of all three photovoltaic parameters—short-circuit current, open-circuit voltage, and fill factor—simultaneously, rather than trading one for another, is particularly difficult because defect passivation can sometimes introduce resistive barriers or morphological degradation. A passivation agent derived from a commodity chemical that simultaneously boosts Jsc, Voc, and FF to yield a competitive PCE near 20%, with corroboration from both J–V and stabilized power output measurements across a statistically significant number of devices, would demonstrate that rational defect management can close the gap to higher-performance perovskite compositions without abandoning the simplicity of MAPbI₃.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.014285714285714285,
                        "rerank_score": 0.8862448704735096
                    },
                    {
                        "id": "gcn_2305c9c5ece5475e",
                        "content": "In the field of perovskite solar cells, undercoordinated Pb²⁺ ions at film surfaces and grain boundaries constitute a major class of electronic defects that trap charge carriers and promote non-radiative recombination, directly limiting device open-circuit voltage and fill factor. Prior passivation approaches have employed carboxyl-containing molecules such as organic dyes, thiophene-based dicarboxylic acids, and polymeric carboxyl pendants to coordinate with these Pb²⁺ defects, but many of these molecules require multi-step synthesis or are not commodity chemicals. A key unresolved question was whether a simple, commercially available small molecule bearing a single carboxyl group could achieve strong and unambiguous coordinative binding to Pb²⁺ in the MAPbI₃ lattice, as evidenced by direct spectroscopic signatures of the chemical interaction, thereby providing a well-defined chemical foundation for both defect passivation and crystal growth regulation in a single additive.",
                        "type": "question",
                        "role": "premise",
                        "score": 0.01282051282051282,
                        "rerank_score": 0.83141182581845
                    }
                ]
            }
        ],
        "has_more": false,
        "papers": {
            "paper:1000942282762879025": {
                "id": "1000942282762879025",
                "doi": "10.1016/j.cej.2024.152370",
                "publication_id": "3750",
                "publication_name": "Chemical Engineering Journal _ ",
                "zh_title": "用于钙钛矿太阳能电池进展的缺陷性质及其钝化工程",
                "en_title": "Nature of defects and their passivation engineering for advancements in perovskite solar cells",
                "authors": "",
                "publication_date": null,
                "available_online": null,
                "cover_date_start": "2024-05-23",
                "area": "Engineering Technology, Engineering, Materials Engineering",
                "research_categories": null,
                "keywords": null,
                "created_at": "0001-01-01T00:00:00Z",
                "en_abstract": "Perovskite solar cells have emerged as promising photovoltaic technology due to their remarkable efficiency and cost-effectiveness. However, various defects within the perovskite layer significantly hamper device performance. This review provides a comprehensive examination of these defects, encompassing point defects, surface irregularities, grain boundaries, and ion migration, elucidating their detrimental impact on device efficiency, particularly through increased charge carrier recombination. Through the establishment of a detailed schematic model, we illustrate how these defects influence the tuning of critical photovoltaic parameters such as open circuit voltage (V oc ) and current density (J sc ), offering deeper insights into their effects on solar cell performance. Furthermore, recent advancements in defect passivation strategies are explored, focusing on surface passivation techniques such as interactions with Lewis acids and bases, treatment with zwitterion molecules, and the utilization of ammonia salts. Moreover, this review discusses the challenges and opportunities associated with defect passivation, providing valuable insights into future research directions aimed at enhancing the stability and efficiency of perovskite solar cells. By consolidating existing knowledge and offering innovative perspectives, this work aims to contribute significantly to the advancement of photovoltaics and defect engineering.",
                "cas_zone": "1",
                "jcr_zone": "Q1",
                "impact_factor": 13.3
            },
            "paper:1055822184880013358": {
                "id": "1055822184880013358",
                "doi": "10.1016/j.jallcom.2024.176066",
                "publication_id": "2082",
                "publication_name": "Journal of Alloys and Compounds _ Journal of Alloys and Compounds",
                "zh_title": "铈稀土离子增强内建电场以实现高效稳定的钙钛矿太阳能电池的高效载流子提取",
                "en_title": "Cerium rare-earth ions reinforced built-in electric field to enable efficient carrier extraction for highly efficient and stable perovskite solar cells",
                "authors": "",
                "publication_date": null,
                "available_online": null,
                "cover_date_start": "2024-11-01",
                "area": "Material science, Engineering, Materials Engineering",
                "research_categories": null,
                "keywords": null,
                "created_at": "0001-01-01T00:00:00Z",
                "en_abstract": "Perovskite solar cells prepared by inorganic-organic three-dimensional hybrid have good power conversion efficiency, but their operational stability remains a major challenge for commercialization. The defect of perovskite is an important factor restricting its charge dynamics and stability. Here, the rare earth metal chloride CeCl3 is introduced into perovskite solution to passivate the defects, where the Pb2+ part of the B position is replaced by Ce3+. The prepared films have the characteristics of increasing grain size, enhancing carrier mobility and excellent crystallinity. Meanwhile, via passivating interface defects and improving carrier transport capacity, the generation of non-radiative recombination is reduced, the carrier migration length is extended, and the device performance is improved. The results show that the PCE of the standard device is only 65 % after 2880 h of N2 atmosphere at room temperature, while the efficiency of the device doped with CeCl3 can remain at 93 %. When the unencapsulated sample was placed in an air environment (40–60 % humidity), the control sample was reduced to 72 % at 1060 h, while the CeCl3 was maintained at 87 %. Additionally, the reduction of residual stress in the perovskite layer also provides good bending stability for the flexible target device. These results show that the incorporation of rare earth metal ions is an effective way to stabilize and improve the efficiency of the device.",
                "cas_zone": "2",
                "jcr_zone": "Q1",
                "impact_factor": 6.2
            },
            "paper:1220327955893321751": {
                "id": "1220327955893321751",
                "doi": "10.1002/smll.202511139",
                "publication_id": "2063",
                "publication_name": "Small",
                "zh_title": "全向多型缺陷钝化通过双有机钾盐实现高效稳定的钙钛矿太阳能电池",
                "en_title": "Omnidirectional Multi-Type Defect Passivation Enables Efficient and Stable Perovskite Solar Cells via Dual Organic Potassium Salts",
                "authors": "",
                "publication_date": null,
                "available_online": null,
                "cover_date_start": "2025-11-06",
                "area": "Material science, materials science, multidisciplinary, chemistry, physical, physics, applied, physics, condensed matter, nanoscience & nanotechnology, chemistry, multidisciplinary",
                "research_categories": null,
                "keywords": null,
                "created_at": "0001-01-01T00:00:00Z",
                "en_abstract": "Despite significant advancements in perovskite solar cells, their defect states remain a critical bottleneck limiting further breakthroughs in efficiency and stability. Herein, an omnidirectional multi-type defect passivation strategy is judiciously proposed, which achieves comprehensive defect passivation within the bulk, at surfaces, and throughout interfaces by introducing two organic potassium salts, potassium 4-formylphenyltrifluoroborate and potassium propylxanthate, into the perovskite precursor and interfacial layer, respectively. The highly electronegative functional groups from the organic anion moiety can not only form hydrogen bonds with positively charged FA⁺, but also act as typical Lewis bases to stabilize uncoordinated Pb2⁺ defects. Meanwhile, the free K⁺ can suppress internal ion migration by binding with iodide ions, thereby comprehensively eliminating various defects that are responsible for non-radiative recombination in the device. Ultimately, the device achieves a remarkable PCE power conversion efficiency (PCE) of 25.78% with a negligible hysteresis and an open-circuit voltage loss of ≈349 mV. Impressively, benefiting from the hydrophobic interface protection and throughout defect elimination, the resultant devices exhibit admirable stabilities, with retaining 88.7% of its initial PCE after 1100 h of continuous thermal stress at 85 °C and 86.8% after 1400 h of aging under 40 ± 5% relative humidity, respectively.",
                "cas_zone": "2",
                "jcr_zone": "Q1",
                "impact_factor": 12.9
            },
            "paper:812399018939252736": {
                "id": "812399018939252736",
                "doi": "10.1021/acsami.1c03637",
                "publication_id": "2064",
                "publication_name": "ACS Applied Materials and Interfaces _ ACS Appl. Mater. Interfaces",
                "zh_title": "使用2,9-二甲基-4,7-二苯基-1,10-菲啰啉双边修饰钙钛矿层的高效稳定钙钛矿太阳能电池",
                "en_title": "Efficient and Stable Perovskite Solar Cells Using Bathocuproine Bilateral-Modified Perovskite Layers",
                "authors": "Renjie Chen | Biyu Long | Song Wang | Yuning Liu | Jueyao Bai | Sumei Huang | Huili Li | Xiaohong Chen",
                "publication_date": "2021-6-2",
                "available_online": "2021-5-21",
                "cover_date_start": "2021-05-21",
                "area": "material science, chemical sciences, macromolecular and materials chemistry, physical chemistry, engineering, materials engineering",
                "research_categories": "[\"Chemical Sciences\", \"Macromolecular and Materials Chemistry\", \"Physical Chemistry\", \"Engineering\", \"Materials Engineering\"]",
                "keywords": "",
                "created_at": "2026-05-23T02:43:31+08:00",
                "cas_zone": "2",
                "jcr_zone": "Q1",
                "impact_factor": 8.8
            },
            "paper:812474127716712451": {
                "id": "812474127716712451",
                "doi": "10.1039/d1tc00886b",
                "publication_id": "2076",
                "publication_name": "Journal of Materials Chemistry C _ J. Mater. Chem. C",
                "zh_title": "用烟酸实现高效缺陷钝化以制备高性能稳定的钙钛矿太阳能电池",
                "en_title": "Efficient defect passivation with niacin for high-performance and stable perovskite solar cells",
                "authors": "Jing Ren | Shurong Wang | Jianxing Xia | Chengbo Li | Lisha Xie | Hongcai He | Xiaobin Niu | Qiang Zhao | Feng Hao",
                "publication_date": "",
                "available_online": "2021",
                "cover_date_start": "2021-01-01",
                "area": "material science, materials science, multidisciplinary, physics, applied",
                "research_categories": "",
                "keywords": "",
                "created_at": "2026-05-23T03:00:42+08:00",
                "cas_zone": "3",
                "jcr_zone": "Q1",
                "impact_factor": 5.1
            },
            "paper:812579220621361153": {
                "id": "812579220621361153",
                "doi": "10.1002/aenm.202001958",
                "publication_id": "2018",
                "publication_name": "Advanced Energy Materials _ Adv. Energy Mater.",
                "zh_title": "完全缺陷钝化使钙钛矿太阳能电池在空气中运行时效率达到21% ",
                "en_title": "Full Defects Passivation Enables 21% Efficiency Perovskite Solar Cells Operating in Air",
                "authors": "Xixia Liu | Zhigen Yu | Tian Wang | Ka Lok Chiu | Fen Lin | Hao Gong | Liming Ding | Yuanhang Cheng",
                "publication_date": "2020-10",
                "available_online": "2020-8-12",
                "cover_date_start": "2020-08-12",
                "area": "material science, chemical sciences, macromolecular and materials chemistry, physical chemistry, engineering, materials engineering",
                "research_categories": "[\"Chemical Sciences\", \"Macromolecular and Materials Chemistry\", \"Physical Chemistry\", \"Engineering\", \"Materials Engineering\"]",
                "keywords": "[{\"en_name\": \"carrier dynamics\", \"ch_name\": \"\"}, {\"en_name\": \"density functional theory calculations\", \"ch_name\": \"\"}, {\"en_name\": \"full defects passivation\", \"ch_name\": \"\"}, {\"en_name\": \"perovskite solar cells\", \"ch_name\": \"\"}]",
                "created_at": "2026-05-23T02:11:51+08:00",
                "cas_zone": "1",
                "jcr_zone": "Q1",
                "impact_factor": 26.3
            }
        }
    }
}
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