{"meta":{"query_hash":"758a0b05f358","filters":{"venue":"Business Strategy and the Environment"},"cohort_total":148,"direct_labels_cover":0,"predictions_cover":148,"exported":148,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/758a0b05f358","api":"https://metacan.xera.ac/api/v1/cohort?venue=Business+Strategy+and+the+Environment"},"results":[{"id":"W1515175085","doi":"10.1002/bse.1805","title":"Recipes for Successful Sustainability: Empirical Organizational Configurations for Strong Corporate Environmental Performance","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Windsor","funders":"","keywords":"Equifinality; Sustainability; Variety (cybernetics); Corporate sustainability; Business; Organizational structure; Process management; Knowledge management; Marketing; Computer science; Economics; Management; Ecology","score_opus":0.018650959292890686,"score_gpt":0.21521224379157264,"score_spread":0.19656128449868196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515175085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702219,0.00014193988,0.014764355,0.009388385,0.00016231739,0.004733407,0.00004504043,0.00006655805,0.0004761133],"genre_scores_gemma":[0.9953987,0.0000658342,0.00029454412,0.0006693992,0.00043345033,0.0018470715,0.00045043536,0.00005738454,0.0007831915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809664,0.000030633415,0.00050497707,0.00056684914,0.00029563732,0.0005052609],"domain_scores_gemma":[0.9988155,0.00025627678,0.00038098104,0.00038670393,0.0001262097,0.00003434391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047172827,0.00037875868,0.00034620517,0.00008890231,0.0009426271,0.0004133972,0.0003062258,0.00013120557,0.00077386515],"category_scores_gemma":[0.00014733555,0.0002846135,0.00008853714,0.00020688589,0.0010375876,0.0013837657,0.0002169347,0.00012547406,0.00007385637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016139457,0.0019595837,0.660016,0.0027985699,0.00033835872,0.000004451697,0.00039224033,0.05202563,0.0015146458,0.24062112,0.0028384828,0.035876974],"study_design_scores_gemma":[0.005150557,0.000059600483,0.8621683,0.000022101898,0.00022153604,0.0000066733887,0.0019152268,0.034821775,0.00013753612,0.06941989,0.025343921,0.00073287805],"about_ca_topic_score_codex":0.000115279254,"about_ca_topic_score_gemma":0.000006261152,"teacher_disagreement_score":0.20215231,"about_ca_system_score_codex":0.00023040047,"about_ca_system_score_gemma":0.000051021274,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W1515750178","doi":"10.1002/bse.725","title":"Environmental and Business Communities of Practice: Graduate Students Comparing Community‐Relevant Language","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Credence; Repertoire; Sociology; Identity (music); Public relations; Linguistics; Political science; Computer science","score_opus":0.07761577669359436,"score_gpt":0.29471222624499904,"score_spread":0.21709644955140467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515750178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96279544,0.0009729175,0.00008480262,0.00012807304,0.00006076829,0.00029921634,0.0000035428957,0.000017946604,0.035637278],"genre_scores_gemma":[0.9958491,0.0035353214,0.00009697201,0.00003537617,0.000026237998,0.000018305464,0.000008906695,0.000011100323,0.00041868922],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99851215,0.0006392563,0.0002199224,0.000103579114,0.0003228438,0.00020227018],"domain_scores_gemma":[0.9992907,0.00022474487,0.00015519743,0.0002662491,0.0000148701865,0.00004825255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014310271,0.00014466638,0.00022761145,0.000046323523,0.0009586969,0.000082829,0.00037372514,0.00004532321,0.000098533],"category_scores_gemma":[0.000029126804,0.00011064796,0.000022616752,0.00007943592,0.0015099135,0.00029235726,0.0005274286,0.00022311737,0.000012091831],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006210486,0.0019811695,0.29268223,0.000272717,0.0004907879,0.000028706681,0.58628607,0.00015305661,0.00023928842,0.09073898,0.000030339386,0.026475599],"study_design_scores_gemma":[0.0014452133,0.000027867403,0.7960124,0.00005478562,0.00014570763,0.0000030287665,0.1991729,0.000066955785,0.000033755874,0.0015259391,0.0013190415,0.00019240544],"about_ca_topic_score_codex":0.0123575125,"about_ca_topic_score_gemma":0.0010231056,"teacher_disagreement_score":0.5033302,"about_ca_system_score_codex":0.00002763832,"about_ca_system_score_gemma":0.000008623443,"threshold_uncertainty_score":0.9942193},"labels":[],"label_agreement":null},{"id":"W1517059950","doi":"10.1002/bse.737","title":"Environmental Credit Risk Management in Banks and Financial Service Institutions","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":230,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Business Development Bank of Canada; University of Waterloo","funders":"Canadian Imperial Bank of Commerce; Royal Bank of Canada","keywords":"Business; Sustainability; Credit risk; Risk management; Financial services; Finance; Business risks; Service (business); Credit history; Accounting; Marketing; Risk analysis (engineering)","score_opus":0.028590257819734417,"score_gpt":0.20442796873813876,"score_spread":0.17583771091840433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517059950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788481,0.00029619227,0.0002507994,0.00024402328,0.0001141582,0.00054982654,0.000005139432,0.000028166565,0.0196636],"genre_scores_gemma":[0.99864405,0.0004995039,0.00013481456,0.00035860483,0.00014290576,0.00006646952,0.000011042266,0.000014422461,0.00012815352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987974,0.00003523788,0.00035533533,0.000363203,0.00019630432,0.00025252378],"domain_scores_gemma":[0.9994421,0.00003182775,0.00025301368,0.00024610068,0.000009092024,0.000017870063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064381724,0.0002064446,0.00020497311,0.00010081602,0.0003750962,0.000093638526,0.00013707,0.00007823682,0.00017324062],"category_scores_gemma":[0.00004434484,0.00016265674,0.00003260866,0.00024860012,0.00038969345,0.0004867309,0.00037357802,0.00018122629,0.00006250594],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001830412,0.0011542629,0.3289938,0.00048803148,0.00016704838,0.00038632518,0.0021471854,0.0017142105,0.00019047478,0.3564451,0.00006950478,0.30641365],"study_design_scores_gemma":[0.0015570984,0.0000056327863,0.96480113,0.000022008298,0.00010462262,0.0000051232987,0.000654066,0.00055322656,0.0000056934755,0.02434602,0.007723284,0.00022209178],"about_ca_topic_score_codex":0.0016332517,"about_ca_topic_score_gemma":0.0003211523,"teacher_disagreement_score":0.63580734,"about_ca_system_score_codex":0.00004456321,"about_ca_system_score_gemma":0.000018324832,"threshold_uncertainty_score":0.6632949},"labels":[],"label_agreement":null},{"id":"W1593776199","doi":"10.1002/bse.732","title":"Corporate Ecological Responsiveness: Antecedent Effects of Institutional Pressure and Top Management Commitment and Their Impact on Organizational Performance","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Guelph","funders":"","keywords":"Conformity; Institutional theory; Antecedent (behavioral psychology); Profitability index; Context (archaeology); Business; Marketing; Industrial organization; Economics; Public relations; Management; Psychology; Social psychology; Political science; Finance","score_opus":0.01195895391913416,"score_gpt":0.18212296010939288,"score_spread":0.17016400619025873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593776199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972515,0.0005453121,0.00017569956,0.00019097548,0.00008767123,0.00085152837,0.000006707632,0.000019099069,0.00087151746],"genre_scores_gemma":[0.9987139,0.0007570144,0.000053007938,0.00019314748,0.000058988706,0.00007448014,0.00001902801,0.000015244841,0.00011516343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894255,0.00004842283,0.00025496993,0.0003387027,0.00020505644,0.00021031116],"domain_scores_gemma":[0.99936175,0.000098013064,0.00023994638,0.0002336956,0.000043634358,0.000022973461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030034187,0.00029394508,0.00028627244,0.000090631744,0.00032331265,0.00006062061,0.00014928875,0.000076908815,0.000208519],"category_scores_gemma":[0.000031982698,0.00016814338,0.000032002237,0.00016554898,0.0009791747,0.0003400088,0.00041477033,0.000104834624,0.000011112963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004695095,0.00254802,0.7487912,0.0041516176,0.0007671671,0.00008288623,0.0005822488,0.013066023,0.00065223203,0.20729464,0.0000893726,0.017279502],"study_design_scores_gemma":[0.0017657662,0.000076826094,0.9907803,0.000076527336,0.00012438218,0.000009136395,0.00014044126,0.0008749987,0.00021230134,0.0052163424,0.00052827445,0.00019473696],"about_ca_topic_score_codex":0.00004982439,"about_ca_topic_score_gemma":0.0000016507432,"teacher_disagreement_score":0.24198908,"about_ca_system_score_codex":0.000044248598,"about_ca_system_score_gemma":0.00001188274,"threshold_uncertainty_score":0.6856688},"labels":[],"label_agreement":null},{"id":"W1686111365","doi":"10.1002/bse.1884","title":"Outcomes of Environmental Management Systems: the Role of Motivations and Firms’ Characteristics","year":2015,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Business; Order (exchange); Marketing; Set (abstract data type); Cluster (spacecraft); Process (computing); Sustainability; Environmental resource management; Economics; Management; Finance; Computer science; Ecology","score_opus":0.009706108972367586,"score_gpt":0.18191979075807577,"score_spread":0.17221368178570817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1686111365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522346,0.00097263634,0.0001584743,0.000665161,0.0000945294,0.0008172622,0.000022436094,0.000013796657,0.0020322397],"genre_scores_gemma":[0.9991722,0.00029991873,0.000031640142,0.0000865681,0.00006576921,0.00007145379,0.000022948792,0.000019959427,0.00022950732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998702,0.000039029474,0.00044936917,0.00024103899,0.000369624,0.0001989542],"domain_scores_gemma":[0.99909276,0.000086758315,0.00037529535,0.0004072716,0.000018956607,0.00001896268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005238433,0.00023103472,0.00034239067,0.00006750516,0.00017279222,0.000075037424,0.00024426857,0.00005787136,0.000039954273],"category_scores_gemma":[0.000030499883,0.00013644014,0.00004342569,0.00013054341,0.0010699504,0.0003385306,0.0004771574,0.00008937815,0.000012386939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020336923,0.0005392774,0.8278465,0.0005073611,0.00023683897,0.000004446549,0.00035340613,0.0029181002,0.00023317558,0.15842299,0.00003023293,0.008704249],"study_design_scores_gemma":[0.0011917767,0.000008846727,0.9830637,0.000024371087,0.00017645485,0.0000028930585,0.0038665668,0.0009235238,0.000019251236,0.0049086767,0.0056577944,0.00015612858],"about_ca_topic_score_codex":0.0003000247,"about_ca_topic_score_gemma":0.0000018526729,"teacher_disagreement_score":0.15521717,"about_ca_system_score_codex":0.00004622592,"about_ca_system_score_gemma":0.00000638374,"threshold_uncertainty_score":0.5563867},"labels":[],"label_agreement":null},{"id":"W1719403704","doi":"10.1002/bse.1810","title":"A Comparative Study on Environment Credit Risk Management of Commercial Banks in the Asia‐Pacific Region","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Business; China; Incentive; Economics; Geography","score_opus":0.0388451871721451,"score_gpt":0.24110027595970102,"score_spread":0.2022550887875559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1719403704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783958,0.00009686048,0.00014752509,0.0012099806,0.00007335954,0.002472875,0.000001565889,0.0000148912195,0.017587109],"genre_scores_gemma":[0.99911916,0.00011360539,0.000016954615,0.00007990292,0.00013336854,0.00030174258,0.0000084983985,0.000015218102,0.0002115469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800277,0.00022931825,0.00058318896,0.00039717034,0.00052076025,0.00026681757],"domain_scores_gemma":[0.9985835,0.00018866958,0.00064426236,0.00054796255,0.000023421604,0.000012191997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331333,0.0002729461,0.00039249242,0.00009569866,0.00033570785,0.00017095338,0.00031006968,0.00005924787,0.00010760053],"category_scores_gemma":[0.000023506806,0.00016417392,0.00007150532,0.00029417823,0.00043038157,0.0003074722,0.00023743941,0.00026519343,0.00011239698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004453761,0.012464383,0.5861326,0.00066171744,0.0011225134,0.00044168654,0.015285383,0.02319696,0.00017587414,0.13520466,0.0017526415,0.21910785],"study_design_scores_gemma":[0.00177373,0.00005363951,0.96983767,0.00003629103,0.00013818273,0.0000016043184,0.018779123,0.0004981605,0.0000048097836,0.007051164,0.0016400913,0.0001855516],"about_ca_topic_score_codex":0.0010283577,"about_ca_topic_score_gemma":0.000037878297,"teacher_disagreement_score":0.38370508,"about_ca_system_score_codex":0.00005498732,"about_ca_system_score_gemma":0.0000085541415,"threshold_uncertainty_score":0.6694818},"labels":[],"label_agreement":null},{"id":"W1757989792","doi":"10.1002/bse.1835","title":"Leading by Example: A Model of Organizational Citizenship Behavior for the Environment","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":275,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Organizational citizenship behavior; Business; Structural equation modeling; Citizenship; Control (management); Marketing; Knowledge management; Public relations; Industrial organization; Economics; Management; Political science; Computer science; Organizational commitment","score_opus":0.020482321805919797,"score_gpt":0.19653730959351004,"score_spread":0.17605498778759024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1757989792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545189,0.0007789235,0.035684854,0.0044518085,0.00010991553,0.0035801274,0.000039018272,0.00004552585,0.0007909102],"genre_scores_gemma":[0.9969059,0.00015819166,0.00024596008,0.00050344673,0.00013147047,0.0009430314,0.00008665328,0.000051685343,0.0009736114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984173,0.000022987731,0.00042855655,0.00039523773,0.00037720418,0.00035868262],"domain_scores_gemma":[0.998997,0.00020065227,0.00028731584,0.0004508123,0.00004429656,0.000019949053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045247225,0.00030768476,0.00029386848,0.00004891275,0.000516752,0.00018594871,0.00038192718,0.00009681461,0.00081027317],"category_scores_gemma":[0.000049671293,0.0001926952,0.00007425396,0.00015328916,0.0009428543,0.00042546517,0.00032350165,0.00012428172,0.00008369652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006303472,0.002387918,0.13729334,0.0018459677,0.000679593,0.000005091334,0.00075984985,0.3751556,0.049669106,0.38668108,0.00873835,0.03615377],"study_design_scores_gemma":[0.010320473,0.000059877453,0.6954479,0.00008161795,0.0013206126,0.000009867452,0.002321313,0.15617396,0.001407304,0.11901922,0.011990978,0.0018468354],"about_ca_topic_score_codex":0.0005821819,"about_ca_topic_score_gemma":0.0000028317381,"teacher_disagreement_score":0.5581546,"about_ca_system_score_codex":0.000081016326,"about_ca_system_score_gemma":0.000014158785,"threshold_uncertainty_score":0.88719225},"labels":[],"label_agreement":null},{"id":"W1767942967","doi":"10.1002/bse.723","title":"Modeling the Impacts of Corporate Commitment on Climate Change","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":218,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Greenhouse gas; Structural equation modeling; Climate change; Business; Environmental economics; Corporate social responsibility; Industrial organization; Marketing; Economics; Public relations; Political science; Computer science; Ecology","score_opus":0.05768580953553821,"score_gpt":0.21068315265015167,"score_spread":0.15299734311461347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1767942967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208,0.0003801801,0.00022688572,0.0015730894,0.00014447577,0.0010881913,0.0000066470125,0.00003302254,0.00446754],"genre_scores_gemma":[0.99809736,0.00056127604,0.00002847425,0.00090408575,0.00019233148,0.00014985738,0.000012929754,0.000030236686,0.00002347464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986093,0.00004613587,0.00036876983,0.00029782255,0.00031181003,0.00036613233],"domain_scores_gemma":[0.9990081,0.000046547862,0.00034954483,0.0005483878,0.000030494242,0.000016877617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007582618,0.00029046985,0.00028246586,0.00006762417,0.00038126524,0.00007740042,0.00034332156,0.000069658694,0.00018463202],"category_scores_gemma":[0.000021545091,0.00015849984,0.000069406684,0.00020678336,0.00070407515,0.0004776787,0.00039513648,0.00015572947,0.00008105425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031436519,0.0020787104,0.10692903,0.0013259642,0.0002415506,0.000051117313,0.0019661558,0.03320286,0.00030568513,0.82928455,0.00006763308,0.021403097],"study_design_scores_gemma":[0.0037571762,0.00007144487,0.9170836,0.00017726223,0.00032652784,0.000008152669,0.0019278267,0.02994861,0.00017120701,0.044737224,0.001143543,0.00064739276],"about_ca_topic_score_codex":0.0014902026,"about_ca_topic_score_gemma":0.00002955138,"teacher_disagreement_score":0.8101546,"about_ca_system_score_codex":0.000048155645,"about_ca_system_score_gemma":0.000006315016,"threshold_uncertainty_score":0.6463436},"labels":[],"label_agreement":null},{"id":"W1826171902","doi":"10.1002/bse.1861","title":"Measuring Enterprise Sustainability","year":2014,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Process management; Context (archaeology); Key (lock); Sustainability organizations; Computer science; Knowledge management; Conceptual framework; Business; Management science; Engineering; Sociology","score_opus":0.009731544771194152,"score_gpt":0.17353998815942787,"score_spread":0.16380844338823372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1826171902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78964555,0.0007450535,0.062122583,0.023627609,0.00062587776,0.003105643,0.0000013959501,0.00039375274,0.11973255],"genre_scores_gemma":[0.9974804,0.00003954351,0.000033769684,0.0008444083,0.00041962822,0.00011168087,0.00000766554,0.000026179037,0.0010367491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985978,0.0000541408,0.0002613834,0.00038885628,0.00030444597,0.00039335666],"domain_scores_gemma":[0.9991976,0.00008503269,0.00014379561,0.0004846097,0.00007217119,0.000016816544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291926,0.00024654294,0.00023617763,0.000107724525,0.00039670712,0.0003334217,0.00029048522,0.000051001112,0.00018577122],"category_scores_gemma":[0.00018461993,0.00017016621,0.000060152193,0.00021661622,0.0003726318,0.0005184849,0.00046036733,0.00012671555,0.00010188318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037317676,0.00023400568,0.018306311,0.0009163026,0.00008776036,0.000022169772,0.00014125483,0.018122822,0.00003265383,0.9022899,0.0004929437,0.05898068],"study_design_scores_gemma":[0.006188765,0.000020026371,0.26997378,0.000052185816,0.0002702359,0.0000050220888,0.0038011677,0.024233337,0.000033529002,0.3587829,0.33577594,0.0008631248],"about_ca_topic_score_codex":0.0006382949,"about_ca_topic_score_gemma":0.000013053979,"teacher_disagreement_score":0.54350704,"about_ca_system_score_codex":0.00009189699,"about_ca_system_score_gemma":0.000012812541,"threshold_uncertainty_score":0.6939177},"labels":[],"label_agreement":null},{"id":"W1944094673","doi":"10.1002/bse.1829","title":"The Economic Relevance of Environmental Disclosure and its Impact on Corporate Legitimacy: An Empirical Investigation","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":431,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Legitimacy; Context (archaeology); Business; Relevance (law); Accounting; Economics; Public relations; Public economics; Political science; Law; Politics","score_opus":0.025940433181556716,"score_gpt":0.24445858628813452,"score_spread":0.2185181531065778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944094673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971776,0.00026528543,0.000009859578,0.0013737777,0.000057706697,0.0006227817,0.0000068226536,0.000015631113,0.00047052483],"genre_scores_gemma":[0.9992187,0.00021385473,0.0000074108652,0.00013770905,0.00016096566,0.000046634927,0.000018500223,0.000019312747,0.00017691862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885684,0.00006855938,0.00038365522,0.0002995638,0.00018581808,0.00020553681],"domain_scores_gemma":[0.9988295,0.00019656731,0.0006655522,0.00026486456,0.00001513691,0.000028380895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065654767,0.00020841777,0.0002205756,0.000034595334,0.00040809019,0.00024901572,0.00013485781,0.0000614326,0.00009803003],"category_scores_gemma":[0.00007258051,0.00011598238,0.000047124486,0.00007399629,0.0006486214,0.00077370764,0.00013278154,0.00013051332,0.00006151081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022529948,0.0004030232,0.7801337,0.0002565189,0.0002922844,0.000020844614,0.00070227624,0.022141477,0.017504161,0.07123899,0.00032193598,0.10473176],"study_design_scores_gemma":[0.00066642027,0.00003303297,0.9489259,0.000015932947,0.000039964194,0.000004525179,0.0002902901,0.011803979,0.00009634623,0.03759521,0.00035943175,0.00016893997],"about_ca_topic_score_codex":0.00029676265,"about_ca_topic_score_gemma":0.000026455678,"teacher_disagreement_score":0.16879219,"about_ca_system_score_codex":0.00007256213,"about_ca_system_score_gemma":0.000037941918,"threshold_uncertainty_score":0.47296244},"labels":[],"label_agreement":null},{"id":"W1944752340","doi":"10.1002/bse.708","title":"Extreme Weather Events and the Critical Importance of Anticipatory Adaptation and Organizational Resilience in Responding to Impacts","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":446,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Queensland Government","keywords":"Adaptation (eye); Resilience (materials science); Extreme weather; Psychological resilience; Environmental resource management; Business; Conceptual framework; Flooding (psychology); Knowledge management; Sociology; Environmental planning; Climate change; Psychology; Economics; Computer science; Social psychology; Geography; Ecology; Social science","score_opus":0.032920897215677036,"score_gpt":0.23049116884193074,"score_spread":0.1975702716262537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944752340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950575,0.000638046,0.0010906159,0.0014560837,0.000041010357,0.00038420767,0.0000010027676,0.000006696769,0.0013248107],"genre_scores_gemma":[0.9990315,0.00035941513,0.00009544182,0.000345596,0.000041594205,0.000023948309,0.0000016101088,0.000009172493,0.000091714144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991724,0.000037916172,0.00022807343,0.00021401752,0.00018668875,0.00016092697],"domain_scores_gemma":[0.999619,0.00010800811,0.000091857466,0.00014432946,0.000022408662,0.000014391994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007128826,0.00011719603,0.00015406536,0.00014351285,0.00014938842,0.000046433663,0.00011143918,0.00003096532,0.00009097715],"category_scores_gemma":[0.0001393112,0.000067194465,0.000012291903,0.00032642912,0.00045433803,0.0003456935,0.00015833127,0.00006204856,0.000005285284],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010920129,0.00013043222,0.46080795,0.0001628985,0.000025287954,0.000013610592,0.0025061863,0.0010251345,0.00024999547,0.5316464,0.000027482753,0.0023126614],"study_design_scores_gemma":[0.0015779441,0.000010641056,0.9688883,0.000071309376,0.000043932367,0.00000224044,0.0030343211,0.0036728997,0.000022644239,0.022374129,0.000177175,0.00012445248],"about_ca_topic_score_codex":0.0003605982,"about_ca_topic_score_gemma":0.00006442217,"teacher_disagreement_score":0.5092722,"about_ca_system_score_codex":0.00001020067,"about_ca_system_score_gemma":0.000009940058,"threshold_uncertainty_score":0.27401108},"labels":[],"label_agreement":null},{"id":"W1948920170","doi":"10.1002/bse.1840","title":"Board Effectiveness and the Voluntary Disclosure of Climate Change Information","year":2014,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":344,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Toronto; Université de Toulouse; University of Ottawa","keywords":"Transparency (behavior); Voluntary disclosure; Accounting; Climate change; Business; Turnover; Relevance (law); Quality (philosophy); Public relations; Political science; Economics; Management","score_opus":0.010214906281742583,"score_gpt":0.1958231908641255,"score_spread":0.18560828458238293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948920170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400663,0.00019226583,0.00043245664,0.0012093266,0.000091378155,0.000699355,0.0000022635927,0.000018227998,0.0033481068],"genre_scores_gemma":[0.9992429,0.00024230835,0.000007936661,0.0002316163,0.0001784753,0.00006990513,0.000009925111,0.000008018229,0.000008928625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99913186,0.00009788051,0.000297829,0.0001324806,0.00018867875,0.00015125032],"domain_scores_gemma":[0.9991088,0.00023695118,0.00040758494,0.00020185988,0.00003726881,0.000007571283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020585668,0.00013634333,0.00024644542,0.000039708608,0.00027578024,0.00012698623,0.00009332202,0.000047267025,0.000014983083],"category_scores_gemma":[0.0001577707,0.00007399439,0.000043646516,0.00013748993,0.0005837653,0.0007744766,0.00022374865,0.00008679607,0.00001098785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038264934,0.00009125513,0.18867582,0.0016969913,0.00009937192,0.0000025094482,0.0009097157,0.0007228004,0.00012579687,0.51283926,0.000009902526,0.29100007],"study_design_scores_gemma":[0.0025829503,0.000007409018,0.969535,0.000054940305,0.00010649822,0.0000017017587,0.0003681101,0.0031490205,0.000010100907,0.021849843,0.0022148055,0.000119636534],"about_ca_topic_score_codex":0.0008975611,"about_ca_topic_score_gemma":0.000031390795,"teacher_disagreement_score":0.7808592,"about_ca_system_score_codex":0.00001097694,"about_ca_system_score_gemma":0.000005825882,"threshold_uncertainty_score":0.30174038},"labels":[],"label_agreement":null},{"id":"W1967768422","doi":"10.1002/bse.461","title":"Journal ratings and footprints: a North American perspective of organizations and the natural environment journal quality","year":2005,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mainstream; Scholarship; Credibility; Publication; Publishing; Public relations; Quality (philosophy); Natural (archaeology); Natural resource; Specialty; Sociology; Political science; Library science; Psychology; Geography; Computer science; Epistemology; Law","score_opus":0.0070859477990599315,"score_gpt":0.1985341761195012,"score_spread":0.19144822832044125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967768422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96413004,0.0049888864,0.0029436797,0.02506802,0.00009228401,0.00048961263,0.0000026555642,0.000015440355,0.002269365],"genre_scores_gemma":[0.99407727,0.0045631276,0.0002130362,0.0005021783,0.000405698,0.000005992261,0.0000032185687,0.000013059166,0.00021645264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99897945,0.000058001286,0.00035449743,0.00017609748,0.00027598577,0.00015597882],"domain_scores_gemma":[0.9991675,0.000099922465,0.00049812446,0.000109719,0.00010865862,0.000016091579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006642005,0.00017177202,0.0002545371,0.000058759106,0.00093513756,0.00028981158,0.00014043867,0.000016323967,0.000094476556],"category_scores_gemma":[0.00016098848,0.00009353821,0.000028606975,0.00026439488,0.0012112835,0.00036363976,0.00029508641,0.00018573605,0.0000062247227],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007620712,0.0003033261,0.19725214,0.00012634695,0.00078018906,0.000006228564,0.0030384387,0.0049774097,0.00010115585,0.76677316,0.00046024792,0.025419295],"study_design_scores_gemma":[0.0033222332,0.000011922409,0.97462946,0.000013569893,0.0002224315,0.000025390062,0.004686029,0.00077220716,0.0000054530715,0.00899757,0.0071200226,0.00019370584],"about_ca_topic_score_codex":0.00022290787,"about_ca_topic_score_gemma":0.00008414891,"teacher_disagreement_score":0.7773773,"about_ca_system_score_codex":0.000035817302,"about_ca_system_score_gemma":0.0000111040745,"threshold_uncertainty_score":0.7192417},"labels":[],"label_agreement":null},{"id":"W1979733115","doi":"10.1002/bse.366","title":"On the path to sustainability: integrating social dimensions into the research and practice of environmental management","year":2003,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sustainability; Sustainable development; Sociology; Social sustainability; Normative; Politics; Environmental ethics; Political science; Ecology; Law","score_opus":0.01916870347967623,"score_gpt":0.2611481923452196,"score_spread":0.24197948886554335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979733115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949877,0.0004260216,0.0003474315,0.035355397,0.0000866753,0.0026249308,0.0000037141208,0.0000208532,0.011257941],"genre_scores_gemma":[0.99749005,0.00018846024,0.00011137911,0.0013740193,0.00008743157,0.00030766774,0.000004877139,0.000031948868,0.00040414135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99739903,0.00043437624,0.00041050653,0.00052520214,0.0007593096,0.0004715888],"domain_scores_gemma":[0.9976004,0.0014802163,0.00020413016,0.000624769,0.000064761785,0.000025762156],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004414069,0.0003124833,0.00026341586,0.00011279719,0.0018661153,0.00026118167,0.00039838994,0.00008045453,0.00013899461],"category_scores_gemma":[0.00084729004,0.00016140718,0.00005559619,0.00049668876,0.0023916308,0.0003927735,0.0008590807,0.0003983414,0.000036573485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045105765,0.00056561886,0.0012532548,0.0002165619,0.00008168277,0.000013970862,0.001803965,0.00069108425,0.00019243671,0.98705834,0.00023223662,0.007439791],"study_design_scores_gemma":[0.0032889538,0.00017453768,0.21834216,0.00013600203,0.00040054813,0.000024600717,0.19666304,0.0004380044,0.00010232203,0.46437183,0.11518162,0.0008763995],"about_ca_topic_score_codex":0.00045678898,"about_ca_topic_score_gemma":0.000012053201,"teacher_disagreement_score":0.52268654,"about_ca_system_score_codex":0.00023101343,"about_ca_system_score_gemma":0.000017911316,"threshold_uncertainty_score":0.99943334},"labels":[],"label_agreement":null},{"id":"W1993015140","doi":"10.1002/bse.475","title":"Environmental technical and administrative innovations in the Canadian manufacturing industry","year":2006,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Business; Shareholder; Stakeholder; Process (computing); Industrial organization; Cleaner production; Marketing; Corporate governance; Environmental economics; Economics; Finance; Engineering; Management; Computer science","score_opus":0.012819177019415203,"score_gpt":0.20406046033658629,"score_spread":0.19124128331717108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993015140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98161024,0.0001774667,0.000028871975,0.009143161,0.00003748256,0.000719959,0.000008623804,0.000017687511,0.008256532],"genre_scores_gemma":[0.99844426,0.00003004044,0.000024763563,0.0009757967,0.00019566345,0.00013260965,0.000048390975,0.000018179504,0.00013026777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986542,0.000040569666,0.00032298607,0.00034428563,0.00027323043,0.0003647484],"domain_scores_gemma":[0.9994807,0.00008122119,0.000120966055,0.00029396752,0.0000054638635,0.000017663888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005709154,0.000259663,0.00018645414,0.00013545038,0.00065134454,0.00033338266,0.00025202188,0.00020111262,0.00014728802],"category_scores_gemma":[0.000018050965,0.00016855361,0.000026118123,0.00022301292,0.0011398289,0.000499618,0.00017557267,0.00048506,0.00002499282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023254503,0.0009298812,0.48538688,0.00023761786,0.000050077757,0.00024633305,0.0003277512,0.007315296,0.00038403334,0.49172872,0.0005201412,0.012640725],"study_design_scores_gemma":[0.0008803635,0.0000053453646,0.9739069,0.000011610959,0.00003123108,0.000025554766,0.0008011024,0.00009554367,0.00002507484,0.01340214,0.010599355,0.00021581372],"about_ca_topic_score_codex":0.045975696,"about_ca_topic_score_gemma":0.028875262,"teacher_disagreement_score":0.48852,"about_ca_system_score_codex":0.00018380783,"about_ca_system_score_gemma":0.000028933388,"threshold_uncertainty_score":0.9888452},"labels":[],"label_agreement":null},{"id":"W1995551699","doi":"10.1002/bse.603","title":"The mediating effect of information availability between organization design variables and environmental practices in the Canadian hotel industry","year":2007,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Benchmarking; Business; Hotel industry; Environmental management system; Marketing; Structural equation modeling; Knowledge management; Process management; Environmental resource management; Economics; Computer science; Tourism; Ecology","score_opus":0.010219400538670232,"score_gpt":0.20253377496005492,"score_spread":0.1923143744213847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995551699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608606,0.0001770842,0.0005913293,0.001533947,0.000050761468,0.0010846728,0.000006647273,0.000009503005,0.00045999905],"genre_scores_gemma":[0.99943846,0.000098323304,0.00003548206,0.00018654937,0.000120294884,0.000029420287,0.00007120036,0.000012164745,0.000008120882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848115,0.00017933143,0.0004653555,0.00019710272,0.00036289837,0.00031416744],"domain_scores_gemma":[0.9977572,0.0013309512,0.0005718369,0.00030102473,0.000016885064,0.000022103057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006138518,0.00021245443,0.0001993999,0.000090227295,0.0007866797,0.00032151042,0.0002918468,0.00018864361,0.0000351144],"category_scores_gemma":[0.0007943961,0.000115035335,0.000017993303,0.00036239062,0.0008135114,0.0012174927,0.00016332597,0.00034569792,0.000009327368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013227435,0.00004148016,0.98401684,0.00017023581,0.000026712974,0.0000029887624,0.00044526145,0.0023146805,0.00006265828,0.0022374142,0.000014246199,0.010535215],"study_design_scores_gemma":[0.0008842608,0.000015441217,0.99392897,0.000013753203,0.00008685517,0.0000036838815,0.001899339,0.00041293114,0.000107700704,0.0011539384,0.0013536917,0.00013945399],"about_ca_topic_score_codex":0.023393724,"about_ca_topic_score_gemma":0.0023015498,"teacher_disagreement_score":0.021092175,"about_ca_system_score_codex":0.0001631461,"about_ca_system_score_gemma":0.000033936278,"threshold_uncertainty_score":0.9831096},"labels":[],"label_agreement":null},{"id":"W2010408893","doi":"10.1002/bse.679","title":"Impacts from climate change on organizations: a conceptual foundation","year":2010,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":322,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Immediacy; Environmental resource management; Sustainability; Scale (ratio); Scope (computer science); Psychological resilience; Foundation (evidence); Predictability; Business; Political science; Economics; Geography; Psychology; Computer science","score_opus":0.10075088731645312,"score_gpt":0.3260300554200313,"score_spread":0.22527916810357815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010408893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99005747,0.0003073942,0.0040502544,0.0010910147,0.0006280067,0.00042141255,0.000030352921,0.000025265059,0.0033888537],"genre_scores_gemma":[0.99907285,0.000069774986,0.00012027284,0.00025758374,0.0002765675,0.000025051653,0.000009091662,0.000010173283,0.00015861892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99829704,0.00013298806,0.0003914303,0.00035176033,0.000655196,0.0001715837],"domain_scores_gemma":[0.99818844,0.0009340487,0.00022095157,0.0005175119,0.000071036586,0.00006800184],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000984551,0.0001389767,0.00021063801,0.00006785654,0.00039828641,0.00040153114,0.0002783655,0.00006532328,0.00214108],"category_scores_gemma":[0.0005323331,0.00007460465,0.000030892697,0.00031057608,0.00031426054,0.00025194263,0.00014498622,0.0001331005,0.0008169844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027995073,0.00014289541,0.012785341,0.0000032614876,0.000024516034,0.000010469687,0.0024517619,0.0008626234,0.0022060962,0.89672565,0.0003977176,0.08410973],"study_design_scores_gemma":[0.0022690846,0.000051936517,0.8203112,0.000032556734,0.00002325684,0.000012154012,0.0016784045,0.004320613,0.00007500122,0.14039437,0.030563574,0.00026783883],"about_ca_topic_score_codex":0.00022446923,"about_ca_topic_score_gemma":0.0001008511,"teacher_disagreement_score":0.8075259,"about_ca_system_score_codex":0.000011691102,"about_ca_system_score_gemma":0.000017223889,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W2034431224","doi":"10.1002/bse.523","title":"Sustainability marketing for the poorest of the poor","year":2006,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"World Bank Group","keywords":"Sustainability; Poverty; Work (physics); Marketing; Economics; Sustainable development; Business; Economic growth; Political science; Engineering","score_opus":0.0065324367509591525,"score_gpt":0.17716420288963844,"score_spread":0.17063176613867928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034431224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197006,0.00031682765,0.0022689481,0.05542403,0.00050509785,0.0020858408,0.000006625272,0.000028262215,0.019663753],"genre_scores_gemma":[0.9972913,0.00001440747,0.000024156763,0.00071946916,0.00023004774,0.000084244864,0.0000070813176,0.0000091683005,0.001620122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931055,0.000021803298,0.00026539376,0.00013966077,0.00010807985,0.00015448993],"domain_scores_gemma":[0.99934477,0.00017653963,0.00021445382,0.00019743897,0.0000643477,0.0000024243236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011167885,0.00010937065,0.0001188603,0.000020038728,0.0005017935,0.00009461586,0.00019999775,0.000034829427,0.00008988857],"category_scores_gemma":[0.00007199153,0.00005111101,0.000052829164,0.00010963997,0.000388272,0.00012386226,0.00013502239,0.0000625453,0.000005019719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028351296,0.00011299042,0.027883008,0.00028175727,0.000056772984,4.0771076e-7,0.000067581364,0.005493368,0.000052556683,0.95044506,0.0028687972,0.012454163],"study_design_scores_gemma":[0.0011316914,0.000001310366,0.8551196,0.000010159245,0.0000464216,5.6079926e-7,0.0007999465,0.0021499929,0.000023637525,0.031570863,0.109036915,0.00010890132],"about_ca_topic_score_codex":0.00045802005,"about_ca_topic_score_gemma":0.000030075818,"teacher_disagreement_score":0.9188742,"about_ca_system_score_codex":0.000038055452,"about_ca_system_score_gemma":0.00002797204,"threshold_uncertainty_score":0.38594407},"labels":[],"label_agreement":null},{"id":"W2035256468","doi":"10.1002/bse.346","title":"Consumers and green electricity: profiling potential purchasers","year":2003,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":199,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"","keywords":"Electricity; Business; Marketing; Mains electricity; Environmental economics; Renewable energy; Electricity generation; Economics; Power (physics); Engineering","score_opus":0.007597959251156197,"score_gpt":0.17940854307953047,"score_spread":0.17181058382837427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035256468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120766,0.001049249,0.001327972,0.0018910079,0.00011729855,0.0008299594,0.0000024371257,0.000053611635,0.0035207896],"genre_scores_gemma":[0.99842227,0.00030054673,0.000108943495,0.0005714935,0.000103223545,0.00006683555,0.000015708587,0.000031682102,0.00037928388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99854195,0.000051096165,0.00027945862,0.00043989395,0.00027867965,0.00040892352],"domain_scores_gemma":[0.9994595,0.000052636726,0.00015970888,0.00027820273,0.000023942697,0.000026032785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005704287,0.00029889547,0.0002698669,0.00009413737,0.0004897957,0.0002169941,0.00014991954,0.00009506576,0.00016160606],"category_scores_gemma":[0.000062746905,0.0002204912,0.000045356293,0.0002512841,0.0009186914,0.00057698885,0.00017715864,0.00018117428,0.00004405001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001046188,0.00081276114,0.19585282,0.0014465634,0.0003646396,0.00017045179,0.00018890253,0.009415537,0.0043445565,0.73246795,0.000089364585,0.053800274],"study_design_scores_gemma":[0.01756891,0.00006782691,0.7254659,0.00009306879,0.0011362324,0.00019742333,0.0029689444,0.010794837,0.0010519925,0.15484472,0.08315536,0.0026547986],"about_ca_topic_score_codex":0.00084551406,"about_ca_topic_score_gemma":0.000010199683,"teacher_disagreement_score":0.57762325,"about_ca_system_score_codex":0.000051757794,"about_ca_system_score_gemma":0.00001651889,"threshold_uncertainty_score":0.899137},"labels":[],"label_agreement":null},{"id":"W2042381552","doi":"10.1002/bse.448","title":"Educating senior executives in a novel strategic paradigm: early experiences of the Sustainable Enterprise Academy","year":2005,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; York University","funders":"","keywords":"Executive education; Sustainability; Management; Strategic management; Executive director; Sociology; Sustainable development; Value (mathematics); Sustainable business; Business model; Public relations; Business; Political science; Economics; Computer science; Electronic business","score_opus":0.017121517906732883,"score_gpt":0.20837856156387483,"score_spread":0.19125704365714194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042381552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904365,0.0003981913,0.000059764567,0.004710272,0.000043995067,0.00025599974,4.1119608e-7,0.00001247645,0.004082386],"genre_scores_gemma":[0.9981738,0.000021479349,0.000025531379,0.00028918436,0.00026450868,0.000039514583,0.0000019772185,0.000013188586,0.001170869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99908614,0.000031491127,0.00023998646,0.00020497396,0.00019500086,0.00024238067],"domain_scores_gemma":[0.9995918,0.00006251516,0.00019614755,0.00012498967,0.000015488948,0.000009005425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033903745,0.0001472859,0.00015468016,0.00006335629,0.00023995472,0.00013244333,0.0002327274,0.00005587052,0.000113755246],"category_scores_gemma":[0.000038814094,0.00008755566,0.000032942087,0.00033017324,0.00036130007,0.00045656125,0.00011112308,0.00017829814,0.000013890713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030385703,0.00076354184,0.06737632,0.0004205476,0.00006630209,0.0000046478162,0.038543314,0.032741982,0.0010060584,0.85704273,0.000057804915,0.0016728914],"study_design_scores_gemma":[0.0033658575,0.00001639279,0.7517945,0.00020320874,0.00009025228,0.000010511792,0.22145174,0.003456486,0.00034157292,0.01160212,0.007125091,0.0005422362],"about_ca_topic_score_codex":0.00028342239,"about_ca_topic_score_gemma":0.0000054351694,"teacher_disagreement_score":0.8454406,"about_ca_system_score_codex":0.000029378994,"about_ca_system_score_gemma":0.000039852417,"threshold_uncertainty_score":0.3570416},"labels":[],"label_agreement":null},{"id":"W2045282819","doi":"10.1002/bse.604","title":"Firm strategy and the Canadian Voluntary Climate Challenge and Registry (VCR)","year":2007,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turnover; Business; Quality (philosophy); Action (physics); Greenhouse gas; Perception; Climate change; Voluntary action; Voluntary disclosure; Marketing; Economics; Accounting; Psychology; Management","score_opus":0.01748339144544176,"score_gpt":0.200573124305061,"score_spread":0.18308973285961924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045282819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7617481,0.0146941785,0.00018059189,0.026118917,0.0002836551,0.0010852093,0.000010702991,0.00006346928,0.19581519],"genre_scores_gemma":[0.99551594,0.0027245353,0.000010812763,0.00079381856,0.00029981154,0.000022405231,0.000011096944,0.000014189148,0.00060738006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989877,0.000017889095,0.00022393971,0.00026886593,0.00016345682,0.00033817356],"domain_scores_gemma":[0.99952674,0.00006301625,0.00013043192,0.00022576847,0.000023533436,0.00003052438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069088687,0.00020834348,0.00021992836,0.00005583173,0.0010389141,0.0002981211,0.0001241505,0.00006676274,0.00007209368],"category_scores_gemma":[0.000011297481,0.000121054334,0.000028675297,0.00010341749,0.0010017854,0.00027747854,0.00014946451,0.00013482092,0.000021095499],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071774423,0.00006531242,0.031392135,0.00031360475,0.00015441295,0.000047375608,0.00039836846,0.00059910404,0.000011687743,0.91849625,0.00063558365,0.04716845],"study_design_scores_gemma":[0.0027591707,0.0000077399745,0.9219844,0.000035693083,0.00008747139,0.000012888612,0.0014852248,0.0015360796,8.929043e-7,0.017258711,0.054585606,0.0002461294],"about_ca_topic_score_codex":0.023814922,"about_ca_topic_score_gemma":0.036570467,"teacher_disagreement_score":0.9012375,"about_ca_system_score_codex":0.000022421274,"about_ca_system_score_gemma":0.000014468351,"threshold_uncertainty_score":0.98268557},"labels":[],"label_agreement":null},{"id":"W2047992105","doi":"10.1002/bse.509","title":"Identifying priorities for action in corporate sustainable development indicator programs","year":2006,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Key (lock); Process (computing); Sustainable development; Action (physics); Process management; Identification (biology); Risk analysis (engineering); Business; Computer science; Management science; Economics; Computer security; Political science; Ecology","score_opus":0.04273943119649546,"score_gpt":0.22558567220326228,"score_spread":0.18284624100676683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047992105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870708,0.00079258846,0.0025627306,0.0013671108,0.00014259861,0.0016247652,0.000001050445,0.00007750129,0.0063608475],"genre_scores_gemma":[0.9963446,0.00004889965,0.00014977844,0.00012823941,0.00041138084,0.00043881912,0.00006799887,0.000018248375,0.002391988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989264,0.000010884687,0.00028436063,0.00022830143,0.00017561535,0.0003744502],"domain_scores_gemma":[0.99955714,0.000020205624,0.00026824008,0.000116313626,0.000029481751,0.000008637309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059392594,0.00017532383,0.00017072607,0.00017019603,0.00035336587,0.0004565202,0.00014126333,0.000061506835,0.000030825388],"category_scores_gemma":[0.000011515491,0.000129894,0.000028765857,0.00023417747,0.00014676916,0.0008297037,0.00011609241,0.00008008915,0.000023832472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034214344,0.00028570372,0.053483497,0.0011002899,0.000045470584,0.000012782033,0.0001727236,0.00037163764,0.00014282418,0.9115732,0.0004921737,0.03197759],"study_design_scores_gemma":[0.005299347,0.000012007749,0.57543206,0.000068507594,0.00006760988,0.0000026377543,0.0015245868,0.00070793135,0.00017254248,0.14333333,0.27285063,0.000528804],"about_ca_topic_score_codex":0.0009772233,"about_ca_topic_score_gemma":0.00014419359,"teacher_disagreement_score":0.76823986,"about_ca_system_score_codex":0.00006855507,"about_ca_system_score_gemma":0.00004703309,"threshold_uncertainty_score":0.52969235},"labels":[],"label_agreement":null},{"id":"W2050360727","doi":"10.1002/bse.667","title":"Using life cycle approaches to enhance the value of corporate environmental disclosures","year":2009,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Business; Prioritization; Transparency (behavior); Automotive industry; Accounting; Process management; Identification (biology); Environmental economics; Environmental resource management; Risk analysis (engineering); Computer science; Economics; Engineering","score_opus":0.04285825799503264,"score_gpt":0.20926102325513254,"score_spread":0.1664027652600999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050360727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794173,0.0006602316,0.0073790103,0.0076909694,0.00009606099,0.0011939647,0.0000040092245,0.000031025327,0.003527425],"genre_scores_gemma":[0.9977225,0.000073120005,0.00018863624,0.0014077743,0.00027292885,0.00004140213,0.000011888022,0.000022770764,0.00025894982],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9984959,0.000054887456,0.00035779402,0.0003731664,0.00037151846,0.00034677176],"domain_scores_gemma":[0.9990719,0.00005193901,0.00036512868,0.00047711053,0.000008885216,0.00002503403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006997445,0.00028158407,0.00028261892,0.00009130559,0.0003908612,0.00017781484,0.00039264944,0.000050405964,0.00009539989],"category_scores_gemma":[0.00003079504,0.00016813561,0.00006764739,0.00027803745,0.0004316872,0.00037930065,0.0003217272,0.00011821306,0.00003548248],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005533536,0.00050777884,0.004163145,0.00020344432,0.00016003991,0.000018494215,0.00041345766,0.5542346,0.0013706635,0.41756144,0.00018886857,0.020624688],"study_design_scores_gemma":[0.0034313386,0.00009394562,0.6774955,0.0001292666,0.00073320256,0.000008777174,0.010253254,0.117414005,0.0010216589,0.1755885,0.012434808,0.0013957685],"about_ca_topic_score_codex":0.00024921965,"about_ca_topic_score_gemma":0.0000041719004,"teacher_disagreement_score":0.67333233,"about_ca_system_score_codex":0.000044765504,"about_ca_system_score_gemma":0.0000144084415,"threshold_uncertainty_score":0.6856371},"labels":[],"label_agreement":null},{"id":"W2053169259","doi":"10.1002/bse.701","title":"Sustainable Development and Certification Practices: Lessons Learned and Prospects","year":2010,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":249,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Certification; Accountability; Audit; Impartiality; Sustainability; Accounting; Business; Institutionalisation; Function (biology); Sustainable development; Public relations; Sociology; Political science; Economics; Management; Law","score_opus":0.0490210365343514,"score_gpt":0.26581171732995984,"score_spread":0.21679068079560843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053169259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894592,0.00021092324,0.00008683841,0.006119833,0.000047738184,0.00048974506,2.2834243e-7,0.00003357465,0.003551883],"genre_scores_gemma":[0.9974731,0.00009363395,0.00016198913,0.00010191072,0.00012633573,0.00005649419,0.000007286223,0.000014857874,0.001964397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989957,0.000020290858,0.00024874666,0.00034168153,0.00017158347,0.00022198471],"domain_scores_gemma":[0.99908346,0.00009181729,0.00054835354,0.00019875655,0.000059083646,0.000018531422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011900706,0.00015117183,0.00015682745,0.000053766104,0.0006388431,0.0004892429,0.00007284535,0.00007118744,0.00003386721],"category_scores_gemma":[0.0005401184,0.000109683104,0.000012598865,0.0001583209,0.00035322254,0.00065745495,0.00022270215,0.00018447464,0.000011934613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055111834,0.00023652801,0.04389708,0.0007096429,0.00007219519,0.00005876504,0.0012021867,0.0000765152,0.008262861,0.78327847,0.000028895978,0.16162574],"study_design_scores_gemma":[0.001591932,0.000007900478,0.8331305,0.000024942898,0.00011730366,0.000018301485,0.0050884057,0.0010631068,0.00031941768,0.066996016,0.09122643,0.00041576938],"about_ca_topic_score_codex":0.0005059882,"about_ca_topic_score_gemma":0.0001616394,"teacher_disagreement_score":0.7892334,"about_ca_system_score_codex":0.000018630026,"about_ca_system_score_gemma":0.00005494881,"threshold_uncertainty_score":0.49135295},"labels":[],"label_agreement":null},{"id":"W2059895274","doi":"10.1002/bse.505","title":"Toward a sustainable conceptualization of dependent variables in entrepreneurship research","year":2006,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":284,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Entrepreneurship; Conceptualization; Typology; Variance (accounting); Social entrepreneurship; Scope (computer science); Value (mathematics); Variable (mathematics); Sociology; Positive economics; Maximization; Economics; Marketing; Economic geography; Microeconomics; Business; Accounting; Computer science; Statistics; Mathematics","score_opus":0.03418158099899785,"score_gpt":0.24046948733364806,"score_spread":0.20628790633465022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059895274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96573085,0.0026505291,0.0002121036,0.0015631744,0.00006534194,0.0005722753,0.0000016171288,0.000020086487,0.029184021],"genre_scores_gemma":[0.9986738,0.00041052533,0.0000090174935,0.000068387104,0.00014733316,0.000054395932,0.000010795676,0.00000943461,0.00061629835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987213,0.000067317844,0.00030209048,0.0002604579,0.00032199483,0.00032686134],"domain_scores_gemma":[0.9994588,0.00013436704,0.00013296514,0.00018259142,0.000085379266,0.000005899535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009830964,0.00012871265,0.00019923692,0.00013031588,0.00018695342,0.00012415276,0.00017299458,0.000050678507,0.00013370131],"category_scores_gemma":[0.000075548094,0.000088508474,0.00002556438,0.00038953594,0.00049442676,0.0003734299,0.00023310856,0.000102963895,0.000013008248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014525144,0.00015668222,0.1814514,0.00022665258,0.00001355559,0.000016238831,0.00016244838,0.019320702,0.00013741919,0.7977009,0.00011509911,0.00055365084],"study_design_scores_gemma":[0.0042112833,0.000025146193,0.75736153,0.00013233832,0.000070022994,0.0000031444986,0.009855302,0.0010205765,0.00040959538,0.2160095,0.010534472,0.0003670778],"about_ca_topic_score_codex":0.00877471,"about_ca_topic_score_gemma":0.00011703937,"teacher_disagreement_score":0.5816914,"about_ca_system_score_codex":0.000027844255,"about_ca_system_score_gemma":0.00001510072,"threshold_uncertainty_score":0.9978259},"labels":[],"label_agreement":null},{"id":"W2101088496","doi":"10.1002/bse.1785","title":"Environmental, Social and Governance Reporting in China","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accountability; Accounting; Corporate governance; Business; China; Stakeholder; Stock (firearms); Stakeholder theory; Quality (philosophy); Sustainability reporting; Stock exchange; Corporate social responsibility; Finance; Public relations; Political science","score_opus":0.017999793578239675,"score_gpt":0.21255203111684146,"score_spread":0.1945522375386018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101088496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915491,0.00034330538,0.000030132705,0.0023589877,0.00005043585,0.00048077287,8.3397185e-7,0.000022676672,0.0051638023],"genre_scores_gemma":[0.9989267,0.0001454974,0.000023553848,0.00021949895,0.00021523594,0.000065470966,0.0000051656834,0.000018920924,0.0003799602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984063,0.00002819579,0.000718995,0.00034663652,0.00023155709,0.00026829794],"domain_scores_gemma":[0.99863356,0.000043635853,0.0011359223,0.00016678745,0.0000078927305,0.000012199706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009299558,0.00019155083,0.0002773392,0.000035977777,0.00034303617,0.00025206784,0.000095213414,0.000071829236,0.00025251682],"category_scores_gemma":[0.00020242808,0.00014343837,0.000040630952,0.00014850963,0.00042756385,0.00067864644,0.0002658146,0.00016764294,0.000048189733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002724956,0.0003277101,0.6948205,0.0002916297,0.00006121182,0.00011350917,0.000769041,0.00054823654,0.004403056,0.058724053,0.00017395781,0.23949458],"study_design_scores_gemma":[0.0007613562,0.0000024969117,0.97882,0.000014822434,0.00001874978,0.000006611033,0.00039872847,0.00095871167,0.000008546309,0.017480679,0.001356627,0.00017262755],"about_ca_topic_score_codex":0.002280319,"about_ca_topic_score_gemma":0.00005660433,"teacher_disagreement_score":0.28399953,"about_ca_system_score_codex":0.000049044156,"about_ca_system_score_gemma":0.000012210152,"threshold_uncertainty_score":0.5849247},"labels":[],"label_agreement":null},{"id":"W2102546691","doi":"10.1002/bse.1773","title":"Transdisciplinary Study of Sustainable Enterprise","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Leuphana Universität Lüneburg; National Science Foundation","keywords":"Transdisciplinarity; Sustainability; Discipline; Stakeholder; Stakeholder engagement; Corporate sustainability; Sociology; Knowledge management; Work (physics); Sustainability organizations; Business; Engineering ethics; Political science; Public relations; Social science; Engineering; Computer science; Ecology","score_opus":0.006897822299323263,"score_gpt":0.18817915017129327,"score_spread":0.18128132787197002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102546691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924359,0.00019320047,0.00016899285,0.0011985889,0.00005545998,0.0020952607,7.1083645e-7,0.000033508903,0.0038184023],"genre_scores_gemma":[0.9983357,0.000038241255,0.000015365129,0.00013961521,0.000111273905,0.00035213953,0.000007571539,0.000028399596,0.0009716839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847233,0.00004096341,0.00041917872,0.00036275652,0.00033022458,0.0003745413],"domain_scores_gemma":[0.9991769,0.00006163837,0.00021082682,0.0004758651,0.000057314297,0.000017459166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040214034,0.0002738802,0.00033603376,0.000108135675,0.00033988897,0.00017560828,0.00032379865,0.00006335481,0.0007909816],"category_scores_gemma":[0.000024031648,0.00018336736,0.000055720666,0.000300181,0.00061112054,0.0011066779,0.0004781471,0.0001314235,0.00010114378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003024717,0.022483936,0.5728244,0.0050210804,0.00083980244,0.0003251399,0.016070982,0.06401279,0.0015491118,0.28864247,0.0013129888,0.023892576],"study_design_scores_gemma":[0.003989164,0.00005156532,0.93553126,0.000016746004,0.0001442261,0.0000034905856,0.04081223,0.00072336156,0.000013519625,0.016786002,0.0016241312,0.00030432793],"about_ca_topic_score_codex":0.0028649326,"about_ca_topic_score_gemma":0.000014406649,"teacher_disagreement_score":0.36270684,"about_ca_system_score_codex":0.00004896715,"about_ca_system_score_gemma":0.000009352703,"threshold_uncertainty_score":0.8660693},"labels":[],"label_agreement":null},{"id":"W2103328699","doi":"10.1002/bse.1890","title":"Firms’ Response to Climate Change: The Interplay of Business Uncertainty and Organizational Capabilities","year":2015,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Korea Environment Corporation","keywords":"Business; Dynamic capabilities; Lean manufacturing; Production (economics); Knowledge management; Climate change; Industrial organization; Process management; Marketing; Computer science; Economics; Microeconomics","score_opus":0.014403546611397105,"score_gpt":0.2170428690576652,"score_spread":0.2026393224462681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103328699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98101175,0.00048702725,0.0002276805,0.016642584,0.00016567794,0.0009520533,0.000016960432,0.00003064755,0.00046563335],"genre_scores_gemma":[0.99822384,0.00014466635,0.00004202403,0.0010056682,0.0002555612,0.00014109646,0.000023339773,0.00003131995,0.00013246153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984572,0.00009933794,0.00037118,0.00036123014,0.00039008074,0.0003210039],"domain_scores_gemma":[0.9989541,0.00023328047,0.00019845238,0.00042866493,0.00015042187,0.000035046676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014626655,0.00028510057,0.00030732242,0.000097106895,0.00031474314,0.00017791937,0.00030835322,0.00007700142,0.00011331861],"category_scores_gemma":[0.00041136416,0.00016951596,0.000030063324,0.0005226433,0.0011899349,0.0005557502,0.0007773787,0.00011324029,0.00003885732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023117153,0.0017244726,0.46160266,0.00333407,0.00035218848,0.00006649883,0.013605654,0.11706836,0.0016367391,0.34959245,0.0013175993,0.026582165],"study_design_scores_gemma":[0.0021399935,0.0000291442,0.9673924,0.0000785575,0.00010583388,0.000016473994,0.0047653653,0.0012544409,0.000024499092,0.009968811,0.013862199,0.0003623141],"about_ca_topic_score_codex":0.0010334805,"about_ca_topic_score_gemma":0.000047114772,"teacher_disagreement_score":0.5057897,"about_ca_system_score_codex":0.0000907014,"about_ca_system_score_gemma":0.000029973247,"threshold_uncertainty_score":0.691266},"labels":[],"label_agreement":null},{"id":"W2104359618","doi":"10.1002/bse.707","title":"The Adoption of Sustainable Manufacturing Practices in the Caribbean","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Sustainability; Business; Caribbean region; Dimension (graph theory); Marketing; Political science; Latin Americans","score_opus":0.020642084731875336,"score_gpt":0.2054556447205352,"score_spread":0.18481355998865986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104359618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844189,0.00052067125,0.00009487088,0.00274994,0.00007157519,0.0009487628,7.0822415e-7,0.000014680942,0.01117988],"genre_scores_gemma":[0.99895275,0.0003102262,0.000019041301,0.0001996719,0.000106735315,0.000118896154,0.0000067056367,0.000015240579,0.00027072063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99869394,0.00008599197,0.00033137554,0.0002414768,0.00030222238,0.000344968],"domain_scores_gemma":[0.99877447,0.00020460904,0.0005148864,0.0004740356,0.000025066089,0.000006961069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016829057,0.00019670781,0.00017259095,0.00005802715,0.00053149805,0.00018512667,0.00048333066,0.00006139486,0.00006621153],"category_scores_gemma":[0.00010795946,0.00009621453,0.000044749715,0.00020697765,0.00080586586,0.0008466051,0.00030344736,0.00019293376,0.000019840765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013556947,0.0009434678,0.09302513,0.0009713788,0.00010687355,0.00010609456,0.0029326056,0.00467475,0.00009298,0.8832063,0.00015193314,0.012432773],"study_design_scores_gemma":[0.000923157,0.00001070598,0.93329597,0.000015550171,0.000082624785,0.0000059463837,0.019999698,0.00016771136,0.000078036115,0.026214156,0.019037712,0.00016873969],"about_ca_topic_score_codex":0.004294103,"about_ca_topic_score_gemma":0.000120168814,"teacher_disagreement_score":0.8569922,"about_ca_system_score_codex":0.00005289945,"about_ca_system_score_gemma":0.000012088367,"threshold_uncertainty_score":0.64914274},"labels":[],"label_agreement":null},{"id":"W2123411793","doi":"10.1002/bse.456","title":"Pathways of stakeholder influence in the Canadian forestry industry","year":2005,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; York University","funders":"","keywords":"Stakeholder; Business; Sustainability; Salience (neuroscience); Stakeholder analysis; Stakeholder theory; Perspective (graphical); Affect (linguistics); Corporate sustainability; Marketing; Public relations; Sociology; Psychology; Political science; Computer science","score_opus":0.022464803994260145,"score_gpt":0.19102342157283914,"score_spread":0.16855861757857898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123411793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98805875,0.00022644422,0.0000115905805,0.005842788,0.000031182324,0.0005306512,0.0000047022527,0.000009872011,0.00528404],"genre_scores_gemma":[0.9980107,0.000040696144,0.000020268828,0.0015918796,0.00016666914,0.00007277593,0.000012082167,0.000015894573,0.00006903846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986871,0.00003825145,0.00034002852,0.0002524092,0.00032433728,0.0003578828],"domain_scores_gemma":[0.9993076,0.00006784072,0.00016086275,0.0004192149,0.000025649246,0.00001887709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519685,0.00021320973,0.0002014797,0.000111051886,0.00028692625,0.00016279747,0.00042186328,0.00018092289,0.00015498624],"category_scores_gemma":[0.000059365426,0.00013107514,0.000033974673,0.00034036252,0.00080235314,0.0007235182,0.00014090692,0.0003835729,0.000036311798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017447384,0.0006435029,0.6162246,0.0004047961,0.00004294341,0.00005956087,0.00087064144,0.14702052,0.00013051716,0.21893337,0.00020285122,0.015292236],"study_design_scores_gemma":[0.0011484026,0.000003974408,0.9800009,0.000027064472,0.000029134151,0.0000055046507,0.0009170184,0.00047812064,0.000013508303,0.0057063354,0.011494537,0.00017550033],"about_ca_topic_score_codex":0.05853146,"about_ca_topic_score_gemma":0.026620394,"teacher_disagreement_score":0.36377633,"about_ca_system_score_codex":0.0001273106,"about_ca_system_score_gemma":0.00005582672,"threshold_uncertainty_score":0.99114126},"labels":[],"label_agreement":null},{"id":"W2128209562","doi":"10.1002/bse.630","title":"Corporate social responsibility in china: an analysis of domestic and foreign retailers' sustainability dimensions","year":2008,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lambton College","funders":"","keywords":"Corporate social responsibility; China; Business; Sustainability; Context (archaeology); Divergence (linguistics); Sample (material); Product (mathematics); Emerging markets; Marketing; Public relations; Political science; Finance; Geography","score_opus":0.025782965474296142,"score_gpt":0.2423571848897938,"score_spread":0.21657421941549765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128209562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997983,0.00011409231,0.00016797333,0.00042250528,0.000021728232,0.00056511,0.000005079601,0.000025109655,0.0006954344],"genre_scores_gemma":[0.9996744,0.000053423613,0.000030092355,0.000046970155,0.00005007944,0.000027903074,0.000027322714,0.000014164465,0.00007568223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980431,0.00019373637,0.0006662115,0.00051131414,0.00030091364,0.00028469396],"domain_scores_gemma":[0.9985197,0.0002036706,0.0007216391,0.00040519645,0.00012532187,0.000024482031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023145834,0.00022941541,0.0006131614,0.0002934338,0.0005120339,0.00006140888,0.0001306263,0.000108994114,0.000048205537],"category_scores_gemma":[0.0006772517,0.00017410818,0.00010029614,0.0012975025,0.0014754151,0.00052848394,0.00024032166,0.0001786197,0.0000013276078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015790352,0.0003510026,0.92999774,0.00014481616,0.00014917752,0.00008978941,0.00068061566,0.006015144,0.00021636472,0.05863656,0.0000024411045,0.0021373262],"study_design_scores_gemma":[0.0009114901,0.000012601069,0.92195976,0.0000059435883,0.0003104293,0.0000037934572,0.0011346193,0.007971308,0.0000037496548,0.0674961,0.000022868007,0.00016733925],"about_ca_topic_score_codex":0.0022210383,"about_ca_topic_score_gemma":0.00041876084,"teacher_disagreement_score":0.008859533,"about_ca_system_score_codex":0.000095807496,"about_ca_system_score_gemma":0.00010842422,"threshold_uncertainty_score":0.7099926},"labels":[],"label_agreement":null},{"id":"W2136865750","doi":"10.1002/bse.303","title":"Different strokes: regulatory styles and environmental strategy in the North‐American oil and gas industry","year":2001,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Command and control; Context (archaeology); Control (management); Business; Environmental regulation; Petroleum industry; Environmental management system; Environmental scanning; Competitive advantage; Industrial organization; Porter hypothesis; Environmental policy; Marketing; Environmental resource management; Economics; Public economics; Management; Engineering; Ecology","score_opus":0.008631484835566599,"score_gpt":0.18485584309059994,"score_spread":0.17622435825503333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136865750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416286,0.000984952,0.000013111927,0.0030027516,0.000031745938,0.00034027846,0.000009121646,0.000026056998,0.0014290949],"genre_scores_gemma":[0.99542767,0.0031182293,0.0000059302347,0.0007043555,0.00022681594,0.00011890032,0.000048059414,0.000036548754,0.0003134878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978923,0.0001138443,0.0004258396,0.00061614055,0.0004408892,0.0005109749],"domain_scores_gemma":[0.999049,0.00014488767,0.00025144554,0.00050842384,0.0000067163146,0.000039528626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005058331,0.00048330083,0.0004173076,0.00011617691,0.00046032178,0.00035798387,0.00031718475,0.00014746615,0.00010809322],"category_scores_gemma":[0.00002154857,0.00030137264,0.000045831686,0.000266178,0.0023791292,0.00064079714,0.00041767786,0.0005479817,0.000012160714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027790284,0.0004537027,0.91633594,0.00016193563,0.000046935966,0.00006958893,0.00021208357,0.0022847606,0.00008964908,0.006692808,0.00002763853,0.07334706],"study_design_scores_gemma":[0.0016624049,0.00002300714,0.98596966,0.000023538214,0.00008946565,0.00003666497,0.0068818615,0.0007449083,0.0000029447515,0.0012127338,0.0029853422,0.0003674668],"about_ca_topic_score_codex":0.000816543,"about_ca_topic_score_gemma":0.0002985026,"teacher_disagreement_score":0.0729796,"about_ca_system_score_codex":0.0000902869,"about_ca_system_score_gemma":0.000009812015,"threshold_uncertainty_score":0.99994385},"labels":[],"label_agreement":null},{"id":"W2139921014","doi":"10.1002/bse.545","title":"Implementing a corporate environmental strategy: establishing coordination and control within multinational companies","year":2006,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Multinational corporation; Business; Control (management); Sample (material); Key (lock); Empirical research; Industrial organization; Process management; Environmental resource management; Marketing; Environmental economics; Economics; Management; Computer science; Finance","score_opus":0.009984611363035793,"score_gpt":0.18579115407308303,"score_spread":0.17580654271004723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139921014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321014,0.0005107491,0.0021293035,0.0017136461,0.00010087941,0.00096371607,0.000028220868,0.00007110491,0.0012722312],"genre_scores_gemma":[0.9984441,0.0000353835,0.00011849514,0.00032243814,0.0003712356,0.000113083195,0.00021481962,0.000042457912,0.00033798662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778163,0.00006757641,0.00059379457,0.0005592121,0.00047184178,0.0005259666],"domain_scores_gemma":[0.9988492,0.00015910559,0.00067628763,0.00026117914,0.0000302947,0.000023933646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001147754,0.0004155855,0.00036250212,0.0001303586,0.0009862976,0.0007620281,0.00021601902,0.00010276424,0.00019605504],"category_scores_gemma":[0.000040618525,0.00032738782,0.00005347555,0.0001997974,0.0010463726,0.0016646282,0.00038748118,0.0002130823,0.000030932224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006896226,0.0009205135,0.5362158,0.0005431782,0.00017022784,0.000054460914,0.00021300881,0.08830822,0.0057851677,0.35597602,0.0001992592,0.010924547],"study_design_scores_gemma":[0.0054688365,0.00001448112,0.92731464,0.000027004866,0.0001638325,0.00001820599,0.0012715551,0.034217585,0.000050247672,0.027862718,0.0030853746,0.00050554844],"about_ca_topic_score_codex":0.0014011895,"about_ca_topic_score_gemma":0.00010405196,"teacher_disagreement_score":0.39109883,"about_ca_system_score_codex":0.00012010414,"about_ca_system_score_gemma":0.000015611155,"threshold_uncertainty_score":0.9999178},"labels":[],"label_agreement":null},{"id":"W2140041840","doi":"10.1002/bse.728","title":"Integrating Sustainability into Firms' Processes: Performance Effects and the Moderating Role of Business Models and Innovation","year":2011,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":218,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Moderation; Panacea (medicine); Sustainability; Structural equation modeling; Business; Corporate sustainability; Stakeholder; Industrial organization; Strategic management; Sustainable development; Sustainable business; Knowledge management; Process management; Marketing; Economics; Management; Computer science; Political science","score_opus":0.00987486449805422,"score_gpt":0.188211082015098,"score_spread":0.1783362175170438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140041840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908064,0.0011525461,0.0046193553,0.0007295106,0.00003894269,0.0013297272,9.048819e-7,0.00003207634,0.0012905517],"genre_scores_gemma":[0.9987967,0.000361696,0.00028278396,0.00017512307,0.00008277647,0.00022551045,0.000010415219,0.00002839324,0.000036593145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983707,0.0000680063,0.00054006284,0.00044402306,0.00027767252,0.00029952772],"domain_scores_gemma":[0.99870974,0.00022410911,0.0004222067,0.00035972623,0.00027021873,0.000014013376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011987577,0.00034809788,0.00041919478,0.00013923214,0.0006608797,0.00019104153,0.00022998865,0.000103682956,0.000014402348],"category_scores_gemma":[0.00042434203,0.00020546887,0.000024676916,0.00084726984,0.00201177,0.001642796,0.0005498922,0.00020351782,0.000001254184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026704944,0.000660275,0.12732981,0.017356133,0.00015921115,0.0000069780262,0.009855698,0.02499929,0.00052216457,0.7233062,0.000005157718,0.09312863],"study_design_scores_gemma":[0.0056715473,0.00003363244,0.4718356,0.00026067308,0.00024326037,0.000012676613,0.007970109,0.12253319,0.00032718328,0.3903748,0.00015572694,0.0005815856],"about_ca_topic_score_codex":0.0017719625,"about_ca_topic_score_gemma":0.000028668424,"teacher_disagreement_score":0.3445058,"about_ca_system_score_codex":0.00006288778,"about_ca_system_score_gemma":0.000044258733,"threshold_uncertainty_score":0.8378777},"labels":[],"label_agreement":null},{"id":"W2143561006","doi":"10.1002/bse.1885","title":"The Influence of Technology Differences on Corporate Environmental Patents: A Resource‐Based Versus an Institutional View of Green Innovations","year":2015,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; Innovation, Science and Economic Development Canada","keywords":"Resource (disambiguation); Perspective (graphical); Porter hypothesis; Sample (material); Business; Industrial organization; Resource-based view; Resource dependence theory; Environmental technology; Green innovation; Environmental policy; Economics; Marketing; Environmental economics; Management; Competitive advantage; Ecology","score_opus":0.040316131389613874,"score_gpt":0.21748242871144444,"score_spread":0.17716629732183056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143561006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969136,0.00021504072,0.000077142024,0.0018876774,0.000064526226,0.0004929496,0.000015086043,0.00002097144,0.00031298946],"genre_scores_gemma":[0.9995041,0.00006819945,0.000035266294,0.00015499695,0.00005336955,0.00008263,0.00004880835,0.000014460236,0.00003819362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99850386,0.000050467377,0.00046451009,0.00029356,0.00046047685,0.00022713972],"domain_scores_gemma":[0.9987679,0.00010389532,0.0005716458,0.00048761995,0.000049107,0.000019793675],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005474794,0.0002382702,0.00027051513,0.00014085072,0.00036657185,0.00005478741,0.00043686532,0.00009703661,0.000024962674],"category_scores_gemma":[0.00008943798,0.00014529101,0.000037008336,0.00047487448,0.0029489405,0.00042638314,0.0002631097,0.00015388316,0.000016210002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005210261,0.0022125668,0.37891206,0.00042621297,0.00020676714,0.000020562122,0.0002133193,0.17474031,0.0013935334,0.400035,0.000028461987,0.036600947],"study_design_scores_gemma":[0.0043001296,0.0001304211,0.97063863,0.0000668995,0.00009164998,0.0000022561337,0.0012021228,0.0017930445,0.00008879396,0.016142102,0.0052728043,0.00027116804],"about_ca_topic_score_codex":0.0003875738,"about_ca_topic_score_gemma":0.000022506209,"teacher_disagreement_score":0.59172654,"about_ca_system_score_codex":0.00009321988,"about_ca_system_score_gemma":0.00004190152,"threshold_uncertainty_score":0.99976444},"labels":[],"label_agreement":null},{"id":"W2148389157","doi":"10.1002/bse.304","title":"Environmental commitment and manufacturing excellence: a comparative study within Canadian industry","year":2001,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Environmental management system; Cornerstone; Excellence; Environmental scanning; Business; Work (physics); Total quality management; Participatory management; Manufacturing; Environmental policy; Marketing; Environmental resource management; Process management; Operations management; Economics; Management; Engineering","score_opus":0.018396603632440816,"score_gpt":0.21197409747730495,"score_spread":0.19357749384486414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148389157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936348,0.00035609037,0.00002199678,0.0015513238,0.0001232845,0.0014615819,0.0000062460254,0.000033643144,0.0028110228],"genre_scores_gemma":[0.99830943,0.00014225955,0.000017085375,0.0005657233,0.00019734609,0.00016304446,0.000020620188,0.000029888006,0.000554618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981042,0.00006727588,0.0003982889,0.0005726338,0.00036955014,0.0004880433],"domain_scores_gemma":[0.99923193,0.00006013566,0.0001970161,0.0004281948,0.000007392453,0.000075323136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004921316,0.000432417,0.00038297958,0.00014206841,0.00085464434,0.00032407444,0.00027594095,0.00016223922,0.00053361146],"category_scores_gemma":[0.000008704592,0.00032127407,0.00003772768,0.00013029906,0.0009561312,0.0006789162,0.0004228824,0.000442913,0.000099149926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059669506,0.0015928408,0.9664188,0.00016449449,0.0002750373,0.00032875434,0.0023923812,0.014141986,0.00011128406,0.005743602,0.00018256897,0.008051553],"study_design_scores_gemma":[0.0027436526,0.000030637348,0.96772087,0.000021600537,0.00013903242,0.000032228447,0.014991161,0.0007037617,0.000024304207,0.001920077,0.011213023,0.00045963112],"about_ca_topic_score_codex":0.029722173,"about_ca_topic_score_gemma":0.004829156,"teacher_disagreement_score":0.024893016,"about_ca_system_score_codex":0.00022769696,"about_ca_system_score_gemma":0.000021613949,"threshold_uncertainty_score":0.99992394},"labels":[],"label_agreement":null},{"id":"W2149993010","doi":"10.1002/bse.1799","title":"Strategies for Developing an Environmentally Sustainable Supply Chain: Differences Between Manufacturing and Service Sectors","year":2013,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Remanufacturing; Business; Supply chain; Service (business); Audit; Viewpoints; Reuse; Reverse logistics; Tertiary sector of the economy; Supply chain management; Manufacturing; Process management; Environmental economics; Industrial organization; Marketing; Manufacturing engineering; Engineering; Economics; Accounting","score_opus":0.01406493752071642,"score_gpt":0.1895658879555081,"score_spread":0.1755009504347917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149993010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833117,0.00022368871,0.006729456,0.0059309416,0.000059160746,0.0022615073,0.0000035435544,0.00008017883,0.0013997859],"genre_scores_gemma":[0.99663365,0.00012372804,0.00029943223,0.0011215763,0.0003838645,0.00060465693,0.00007832045,0.000051026902,0.0007037543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980632,0.000039067778,0.00035383445,0.0005797342,0.00027871228,0.0006854539],"domain_scores_gemma":[0.9992444,0.00012994041,0.0002130463,0.00033002847,0.00004660212,0.000035971156],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005159189,0.00043371206,0.00037807028,0.000160844,0.0008196415,0.0013075263,0.00035408753,0.000101065714,0.00019567914],"category_scores_gemma":[0.000011455618,0.0003147279,0.00004052587,0.00015343243,0.00031754086,0.0023528535,0.0005170478,0.00013212014,0.000028807523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033581365,0.00024887733,0.0526203,0.0051578493,0.0005006529,0.000038074177,0.0015957584,0.0054155667,0.0003205802,0.89799064,0.0003373122,0.03543858],"study_design_scores_gemma":[0.002967387,0.000038578793,0.75864136,0.00005266927,0.00020208495,0.0000030496792,0.05219395,0.003773452,0.00011982838,0.169986,0.011168221,0.00085344544],"about_ca_topic_score_codex":0.0037578521,"about_ca_topic_score_gemma":0.0000655983,"teacher_disagreement_score":0.72800463,"about_ca_system_score_codex":0.000087371074,"about_ca_system_score_gemma":0.000027781034,"threshold_uncertainty_score":0.9999305},"labels":[],"label_agreement":null},{"id":"W2151091534","doi":"10.1002/bse.431","title":"The impact of operator involvement in pollution reduction: case studies in Canadian chemical companies","year":2005,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Operator (biology); Pollution prevention; Business; Reduction (mathematics); Pollution; Operations management; Marketing; Risk analysis (engineering); Economics; Engineering; Mathematics; Ecology","score_opus":0.019896239013834673,"score_gpt":0.25002065657504646,"score_spread":0.2301244175612118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151091534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943087,0.0016533149,0.000002393266,0.0031650132,0.00006514135,0.00054142706,0.0000032165044,0.000006990846,0.00025377405],"genre_scores_gemma":[0.9991447,0.0004455252,0.000012113619,0.00007955547,0.00017888256,0.00008053164,0.000007627228,0.000012245213,0.000038875078],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.998802,0.000040397983,0.00039902318,0.0002351069,0.00015885776,0.00036459678],"domain_scores_gemma":[0.99953085,0.000044128745,0.00012317437,0.0002526626,0.000028110922,0.00002108351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007343926,0.00020530324,0.00025296095,0.00012322573,0.00026148147,0.000081374754,0.00015621634,0.000059251164,0.00004662343],"category_scores_gemma":[0.00004964269,0.00012129861,0.000046568675,0.0003343612,0.0009865613,0.00046741823,0.00015971184,0.00013985517,0.000010234255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012172533,0.0013916417,0.20438969,0.0006888772,0.00036333996,0.0005256566,0.003474043,0.703127,0.001503606,0.059518162,0.00047485725,0.023325834],"study_design_scores_gemma":[0.005840192,0.000032513366,0.95145196,0.00015098893,0.0000984488,0.00027991118,0.018237479,0.012500721,0.0001937549,0.0062505133,0.0042474084,0.000716102],"about_ca_topic_score_codex":0.1936685,"about_ca_topic_score_gemma":0.04874707,"teacher_disagreement_score":0.74706227,"about_ca_system_score_codex":0.0007692131,"about_ca_system_score_gemma":0.000053143944,"threshold_uncertainty_score":0.9686108},"labels":[],"label_agreement":null},{"id":"W2161083354","doi":"10.1002/bse.1754","title":"Environmental Performance, Environmental Risk and Risk Management","year":2012,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Risk management; Environmental management system; Business; Enterprise risk management; Risk assessment; Factor analysis of information risk; Sample (material); IT risk management; Financial risk management; Environmental risk assessment; Actuarial science; Risk analysis (engineering); Environmental resource management; Economics; Risk management information systems; Engineering; Finance; Management","score_opus":0.004892710134135329,"score_gpt":0.16204073556970772,"score_spread":0.15714802543557238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161083354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906184,0.0029763642,0.0002812879,0.00016946887,0.00022134632,0.001042802,0.000031090072,0.000066844186,0.004592413],"genre_scores_gemma":[0.98121184,0.017014932,0.00017917101,0.0002713897,0.0005055405,0.00018271238,0.00005918239,0.00006926708,0.00050594844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743956,0.00009505403,0.00048586194,0.0006180014,0.0005389287,0.00082258496],"domain_scores_gemma":[0.99879897,0.0000926075,0.00041397134,0.00061633304,0.0000034062666,0.000074711876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010972703,0.00059065345,0.00040347467,0.00014392035,0.0011262515,0.00021811583,0.000311722,0.00014430741,0.00065724604],"category_scores_gemma":[0.000015567344,0.0004365443,0.00009110647,0.00016199703,0.0015995255,0.0016703809,0.0010007211,0.00037882113,0.00049308175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002676441,0.00051045784,0.909014,0.00018166249,0.0001558596,0.000006766208,0.00014902544,0.000988472,0.00003982518,0.0059485906,0.00005694775,0.08268074],"study_design_scores_gemma":[0.0027482733,0.000015056813,0.94732213,0.000017278051,0.0005349012,0.00002103455,0.0009542309,0.0010022119,0.00001837353,0.0014635513,0.045347974,0.0005549751],"about_ca_topic_score_codex":0.00021877546,"about_ca_topic_score_gemma":0.0000029014973,"teacher_disagreement_score":0.08212577,"about_ca_system_score_codex":0.00015921157,"about_ca_system_score_gemma":0.000003366872,"threshold_uncertainty_score":0.9998086},"labels":[],"label_agreement":null},{"id":"W2166963134","doi":"10.1002/bse.1727","title":"Critical Areas and Entry Points for Sustainability‐Related Strategies in the Sugarcane‐Based Ethanol Industry of Brazil","year":2012,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"International Development Research Centre","keywords":"Sustainability; Mainstream; Construct (python library); Business; Marketing; Private sector; Sustainability organizations; Qualitative research; Strategic management; Process (computing); Grounded theory; Industrial organization; Environmental economics; Environmental resource management; Economics; Sociology; Economic growth; Ecology; Computer science; Political science","score_opus":0.013444969668287173,"score_gpt":0.24654977791076088,"score_spread":0.2331048082424737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166963134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778155,0.00021767292,0.00034163237,0.013311339,0.000116500305,0.0006754533,0.0000035716132,0.0000118839625,0.0075064315],"genre_scores_gemma":[0.99861735,0.000016516813,0.000038843635,0.0010370715,0.00008614504,0.00008942487,0.000019127077,0.000009799042,0.00008573076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991027,0.000042173087,0.00031909332,0.00015552051,0.00012149888,0.00025902234],"domain_scores_gemma":[0.9994469,0.00022666955,0.00011562946,0.00014655686,0.00005337814,0.000010819785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012100757,0.00014554149,0.00018306318,0.000071421106,0.000167144,0.00012662032,0.00011707784,0.00014096606,0.00014403285],"category_scores_gemma":[0.00010500731,0.0000925231,0.000026909129,0.00011549575,0.00051781797,0.00046010234,0.000060412556,0.00019038112,0.0000046979617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013424507,0.00022381697,0.046332397,0.00034712313,0.000023935841,0.0000014705388,0.0006140841,0.00022207556,0.000015714044,0.9498765,0.000087591856,0.002121053],"study_design_scores_gemma":[0.004395256,0.00001608654,0.82387155,0.00004868769,0.0000805713,0.000004755959,0.018090157,0.0014510761,0.000042191645,0.14443791,0.0072288653,0.0003329183],"about_ca_topic_score_codex":0.00011234488,"about_ca_topic_score_gemma":0.000006030622,"teacher_disagreement_score":0.8054386,"about_ca_system_score_codex":0.000035069348,"about_ca_system_score_gemma":0.000054350017,"threshold_uncertainty_score":0.37729824},"labels":[],"label_agreement":null},{"id":"W2408736292","doi":"10.1002/bse.1915","title":"Environmental Business–NGO Partnerships in Nigeria: Issues and Prospects","year":2016,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University","keywords":"General partnership; Function (biology); Sustainable development; Sustainable business; Business; Business environment; Sustainability; Public relations; Process management; Sociology; Political science; Business administration; Finance; Ecology","score_opus":0.024219562227916564,"score_gpt":0.21827931084489402,"score_spread":0.19405974861697745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408736292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99092954,0.00093442894,0.00007211953,0.0059530605,0.00009147761,0.00057081395,0.0000025908764,0.000040989056,0.0014049811],"genre_scores_gemma":[0.9976693,0.0007210968,0.000023160506,0.00018796226,0.00032609928,0.00006788281,0.0000059002523,0.000028593302,0.0009700095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838513,0.00005009859,0.00043115142,0.0004882403,0.00028603827,0.00035932826],"domain_scores_gemma":[0.99924207,0.0001195189,0.00029979696,0.00029889352,0.000016997745,0.000022727047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089602417,0.00027695214,0.00033237497,0.00009352619,0.00024601741,0.00019835669,0.00013618307,0.00009950745,0.00018905658],"category_scores_gemma":[0.00019701417,0.00016477263,0.000035426783,0.00024553147,0.0007379111,0.00071484677,0.0002975176,0.00010817468,0.000083155304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013088519,0.00045360948,0.8191932,0.00029655496,0.00007959297,0.00018335745,0.00037371562,0.00010766411,0.015754836,0.070855096,0.00010619445,0.09128732],"study_design_scores_gemma":[0.002367814,0.000007461187,0.96001583,0.00007511666,0.000034040677,0.0000098701585,0.00040890623,0.00006719475,0.000082845996,0.026148524,0.010455975,0.00032643156],"about_ca_topic_score_codex":0.00021779783,"about_ca_topic_score_gemma":0.00016309091,"teacher_disagreement_score":0.14082262,"about_ca_system_score_codex":0.00006255748,"about_ca_system_score_gemma":0.000021068667,"threshold_uncertainty_score":0.6719233},"labels":[],"label_agreement":null},{"id":"W2509414984","doi":"10.1002/bse.1916","title":"Cultivating Ecological Knowledge for Corporate Sustainability: Barilla's Innovative Approach to Sustainable Farming","year":2016,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Business; Agriculture; Monoculture; Transformative learning; Sustainable agriculture; Environmental resource management; Economics; Sociology; Ecology","score_opus":0.020112742995207142,"score_gpt":0.20297749958256553,"score_spread":0.1828647565873584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509414984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982305,0.00016570618,0.00079943327,0.011778633,0.00003943603,0.0015748166,0.000025711845,0.0000460601,0.0032652381],"genre_scores_gemma":[0.99452895,0.000028096118,0.00009805319,0.00011066972,0.00017029041,0.00020889369,0.000017685796,0.0000016525295,0.0048357113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988185,0.00009221467,0.00020947996,0.00038650766,0.000097034084,0.00039622348],"domain_scores_gemma":[0.99926275,0.00032205455,0.000117473974,0.00006257547,0.00016096249,0.00007415541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000491271,0.000193183,0.00022448445,0.0000082995975,0.00051050686,0.000071549286,0.00017489785,0.00010100673,0.000053672262],"category_scores_gemma":[0.00018842329,0.000045466273,0.000040396157,0.000395211,0.00022192279,0.00011060793,0.00019407088,0.000068954796,0.0000071155446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000869657,0.0014073899,0.0038819457,0.00023507376,0.00013452528,0.000009761427,0.0012345589,0.00030129167,0.14554475,0.58052915,0.0022411852,0.26361072],"study_design_scores_gemma":[0.003848839,0.0009459986,0.6677438,0.00006769799,0.00006628756,0.000023018596,0.024122076,0.00013097461,0.004684041,0.055605866,0.24161218,0.001149213],"about_ca_topic_score_codex":0.000031616684,"about_ca_topic_score_gemma":0.0000070189312,"teacher_disagreement_score":0.6638619,"about_ca_system_score_codex":0.00008831823,"about_ca_system_score_gemma":0.000018486022,"threshold_uncertainty_score":0.39264578},"labels":[],"label_agreement":null},{"id":"W2528358288","doi":"10.1002/bse.1932","title":"Green Product Innovation in Manufacturing Firms: A Sustainability‐Oriented Dynamic Capability Perspective","year":2016,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":759,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Control reconfiguration; Sustainability; Dynamic capabilities; Resource (disambiguation); Perspective (graphical); Product (mathematics); Product innovation; Business; Industrial organization; Process management; Knowledge management; Computer science; Artificial intelligence","score_opus":0.006268813509707167,"score_gpt":0.2019288291088636,"score_spread":0.1956600155991564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528358288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678639,0.00014427827,0.0027044155,0.024935799,0.00010397802,0.0018187221,0.000002131791,0.00007103776,0.0023557458],"genre_scores_gemma":[0.9980307,0.000038487906,0.000022594313,0.00021816844,0.00014250953,0.0002306249,0.000010412142,0.000024918378,0.0012815458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981552,0.00005940955,0.00043445258,0.000631554,0.00028479684,0.00043458314],"domain_scores_gemma":[0.9990137,0.000085384425,0.00021979064,0.0005082133,0.00016298679,0.000009888196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012549832,0.00028102307,0.0002571204,0.00033066343,0.00021631914,0.0001073841,0.00022127987,0.000054876506,0.00014620084],"category_scores_gemma":[0.00029958377,0.00016782693,0.000037556485,0.00063123315,0.00049601065,0.0008736803,0.0003600261,0.00013160968,0.000026917844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016319703,0.0006977145,0.038810514,0.0012795167,0.00013606141,0.00008733914,0.00096900685,0.0043691606,0.00026736126,0.86190206,0.000077314384,0.08977198],"study_design_scores_gemma":[0.0047945795,0.000019111456,0.61181927,0.00006822279,0.00006695231,0.000002739248,0.011826646,0.0013168575,0.00009830077,0.3590706,0.010405583,0.0005111284],"about_ca_topic_score_codex":0.003906731,"about_ca_topic_score_gemma":0.00027059804,"teacher_disagreement_score":0.5730088,"about_ca_system_score_codex":0.000751377,"about_ca_system_score_gemma":0.000037669804,"threshold_uncertainty_score":0.6843784},"labels":[],"label_agreement":null},{"id":"W2569681406","doi":"10.1002/bse.1937","title":"Moving to the Next Strategy Stage: Examining Firms' Awareness, Motivation and Capability Drivers in Environmental Alliances","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Transformative learning; Alliance; Extant taxon; Business; Marketing; Explanatory power; Industrial organization; Sociology; Political science","score_opus":0.03357895028274165,"score_gpt":0.2285872827510856,"score_spread":0.19500833246834395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2569681406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355483,0.0003246616,0.00018802461,0.004100107,0.00013366636,0.0010697097,0.000009275365,0.000025140616,0.00059455785],"genre_scores_gemma":[0.99850255,0.00038105986,0.00003365346,0.00038465508,0.00021543402,0.00014926078,0.000023468247,0.00003181009,0.00027812138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795747,0.00006912433,0.00041791803,0.0006915684,0.00039608337,0.0004678506],"domain_scores_gemma":[0.9985655,0.00016193613,0.0003555374,0.000869689,0.000012855217,0.000034508852],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010102883,0.00039488223,0.0003436911,0.000077249366,0.0015379422,0.0010173988,0.00061127177,0.00011275449,0.00018949756],"category_scores_gemma":[0.00018249391,0.00026667773,0.000039490136,0.00012268138,0.001379003,0.002034078,0.0009142411,0.0002574881,0.000039807583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020091092,0.00020133017,0.9268785,0.00025260224,0.00003436925,0.000027990278,0.00048226974,0.04436345,0.00043865337,0.00413974,0.000021565604,0.022958597],"study_design_scores_gemma":[0.0013361691,0.00001392543,0.9873152,0.000044631244,0.000042147753,0.0000027835947,0.0033375311,0.0026982601,0.000022815639,0.0020184976,0.0028336998,0.00033438022],"about_ca_topic_score_codex":0.0035679336,"about_ca_topic_score_gemma":0.00044700006,"teacher_disagreement_score":0.060436636,"about_ca_system_score_codex":0.00016611847,"about_ca_system_score_gemma":0.000020626763,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W2599444024","doi":"10.1002/bse.1958","title":"Doing More with Less: Building Dynamic Capabilities for Eco‐Efficiency","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Operationalization; Dynamic capabilities; Organizational ecology; Industrial ecology; Extant taxon; Variety (cybernetics); Process (computing); Knowledge management; Consolidation (business); Resource (disambiguation); Business; Process management; Ecology; Industrial organization; Environmental resource management; Computer science; Sustainability; Economics; Management","score_opus":0.008841916598266141,"score_gpt":0.20852725700626917,"score_spread":0.19968534040800304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599444024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108089,0.00046399146,0.067310184,0.008700235,0.000256115,0.0021287366,0.0000053203908,0.00009872678,0.010227779],"genre_scores_gemma":[0.9974768,0.00006036859,0.0006614581,0.0002395614,0.0002240406,0.0002678794,0.000012224501,0.000038426606,0.0010192293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986948,0.00001071845,0.00021638125,0.0004190623,0.00023903829,0.00042001894],"domain_scores_gemma":[0.9989074,0.000080016434,0.00029629958,0.0006530078,0.000050132803,0.000013128266],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000594635,0.00027274303,0.0002558937,0.00009332013,0.0016418829,0.0009367888,0.0004812515,0.00004970012,0.000043455653],"category_scores_gemma":[0.000055684144,0.00017524211,0.0000528653,0.000072150026,0.00066316547,0.0008712435,0.00036178587,0.00009401067,0.000009054478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010070892,0.0003338853,0.009516564,0.0026921981,0.00027763724,0.00006447722,0.00056105695,0.11396498,0.00018273758,0.80661255,0.00018882308,0.064597994],"study_design_scores_gemma":[0.024449077,0.00013768388,0.31526288,0.0006677465,0.0013476472,0.000025573825,0.053644627,0.24256942,0.00012587919,0.13616504,0.2224277,0.0031767474],"about_ca_topic_score_codex":0.0007917738,"about_ca_topic_score_gemma":0.000085765,"teacher_disagreement_score":0.6704475,"about_ca_system_score_codex":0.00006331896,"about_ca_system_score_gemma":0.000018048937,"threshold_uncertainty_score":0.99965787},"labels":[],"label_agreement":null},{"id":"W2600020008","doi":"10.1002/bse.1957","title":"Toward A Place‐Based Understanding of Business Sustainability: The Role of Green Competitors and Green Locales in Firms' Voluntary Environmental Engagement","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competitor analysis; Sustainability; Certification; Business; Marketing; Turnover; Locale (computer software); Sample (material); Industrial organization; Economics; Management; Ecology","score_opus":0.02195493050412368,"score_gpt":0.20807805016693848,"score_spread":0.1861231196628148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600020008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113274,0.00091353804,0.00046985946,0.0056661363,0.00008042088,0.001230328,0.000017725426,0.000015558257,0.0004736703],"genre_scores_gemma":[0.9993106,0.00020708976,0.000031930133,0.00012719171,0.00011734262,0.00008126279,0.000025297386,0.000036090456,0.00006319989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978685,0.00011152877,0.0006134507,0.00050399906,0.00049336004,0.00040921246],"domain_scores_gemma":[0.9981923,0.0002377797,0.0006435546,0.00086791586,0.000032340213,0.000026097123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011299845,0.00041030828,0.0005478856,0.00014641484,0.0006916278,0.0001422469,0.0006475682,0.00012166091,0.00010476682],"category_scores_gemma":[0.00008664722,0.00027916254,0.00008058078,0.00019430784,0.004053588,0.00075399,0.0010165842,0.00025122293,0.0000034866698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010115339,0.00075930374,0.928228,0.0019684501,0.000124258,0.000029399012,0.00080354256,0.0134888785,0.00034034142,0.039504945,0.000006381083,0.013734952],"study_design_scores_gemma":[0.002829372,0.000022854458,0.9458023,0.00010590552,0.00016039706,0.0000036557165,0.008813881,0.007333203,0.00006640252,0.032964755,0.0015540131,0.00034328492],"about_ca_topic_score_codex":0.012292332,"about_ca_topic_score_gemma":0.00034613698,"teacher_disagreement_score":0.01757426,"about_ca_system_score_codex":0.00031271437,"about_ca_system_score_gemma":0.00004359377,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W2603811545","doi":"10.1002/bse.1950","title":"Does Innovation Drive Environmental Disclosure? A New Insight into Sustainable Development","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Business; Sustainable development; Environmental reporting; Association (psychology); Environmental regulation; Environmental economics; Accounting; Marketing; Economics; Natural resource economics; Psychology; Political science","score_opus":0.008110969681376522,"score_gpt":0.19458628741881168,"score_spread":0.18647531773743514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603811545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846933,0.00025938972,0.0014724494,0.007105881,0.00029164559,0.0012426149,0.0000020617479,0.000066301596,0.0048663933],"genre_scores_gemma":[0.9903013,0.00013348824,0.00024008281,0.0005235726,0.00055828074,0.00013972852,0.0000700118,0.000051077484,0.007982457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99769974,0.00002790866,0.000552522,0.00064770185,0.0005071692,0.00056493323],"domain_scores_gemma":[0.9983396,0.000043028696,0.00059570366,0.0009537554,0.000032910055,0.00003501048],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006285489,0.00047419572,0.00037585624,0.00016837906,0.0025386102,0.0011009228,0.0007078703,0.00014499978,0.00044942228],"category_scores_gemma":[0.00012245202,0.0002716845,0.000057580164,0.0001868307,0.0013240192,0.002388277,0.0014126636,0.00023034688,0.00019544849],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001383005,0.0014870163,0.4076258,0.0016168347,0.00043477435,0.00026362663,0.0037034778,0.0027861448,0.0030414602,0.47628695,0.0006011491,0.10076975],"study_design_scores_gemma":[0.0028508427,0.000008320395,0.79183495,0.00003289078,0.00008713603,0.0000032456653,0.0014523403,0.00017004997,0.00035826364,0.031140966,0.17150113,0.00055984827],"about_ca_topic_score_codex":0.0015453101,"about_ca_topic_score_gemma":0.00004958345,"teacher_disagreement_score":0.445146,"about_ca_system_score_codex":0.0002839331,"about_ca_system_score_gemma":0.00006230719,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W2606130436","doi":"10.1002/bse.1949","title":"Measuring the Choice of Environmental Sustainability Strategies in Creating a Competitive Advantage","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Competitive advantage; Business; Context (archaeology); Sustainability organizations; Marketing; Legitimacy; Work (physics); Environmental economics; Industrial organization; Economics; Politics; Engineering","score_opus":0.013662564292808816,"score_gpt":0.2251704465600779,"score_spread":0.21150788226726908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606130436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833472,0.0004120914,0.00015081289,0.0023332073,0.0000829022,0.0011356128,0.000008606057,0.000019817855,0.012509799],"genre_scores_gemma":[0.9992649,0.00014810015,0.00002210265,0.00010419746,0.00017027899,0.00011836123,0.000009615857,0.000028363163,0.00013408887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980858,0.00008195966,0.00051025423,0.000464623,0.00042328233,0.0004341044],"domain_scores_gemma":[0.9981229,0.00026712925,0.0005960058,0.00096824975,0.000029365296,0.000016383401],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010940452,0.00034945607,0.00041660617,0.000076170785,0.0011194543,0.00049231696,0.00076553505,0.00008968928,0.00016251708],"category_scores_gemma":[0.00029890685,0.00022214006,0.000086904045,0.000106468564,0.0029948372,0.0016266553,0.00094345637,0.00028750676,0.000013688426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005277615,0.00069533335,0.7181905,0.0008394513,0.00008095279,0.000038141974,0.000648364,0.009735015,0.000758578,0.25801492,0.000004278992,0.010466711],"study_design_scores_gemma":[0.001978561,0.0000091139145,0.96649665,0.000056398774,0.000065129534,0.0000029498565,0.0130152665,0.00078746275,0.00004421323,0.015957024,0.0013306799,0.00025655035],"about_ca_topic_score_codex":0.0028206916,"about_ca_topic_score_gemma":0.00028743592,"teacher_disagreement_score":0.24830616,"about_ca_system_score_codex":0.00020228978,"about_ca_system_score_gemma":0.000034993933,"threshold_uncertainty_score":0.9997184},"labels":[],"label_agreement":null},{"id":"W2614351860","doi":"10.1002/bse.1969","title":"Setting Strategies outside a Typical Environmental Perspective Using ISO 14001 Certification","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Certification; Scope (computer science); Sustainability; Business; Audit; Perspective (graphical); Order (exchange); Marketing; Customer satisfaction; Accounting; Management; Economics; Finance","score_opus":0.03533536904151249,"score_gpt":0.24997883856419945,"score_spread":0.21464346952268695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614351860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248622,0.0007055734,0.008668841,0.008742336,0.0005582503,0.0013976896,0.000011781865,0.00012123533,0.054932114],"genre_scores_gemma":[0.998333,0.00008564038,0.00006912214,0.0002691665,0.00062876556,0.00004265683,0.000017753144,0.000026954978,0.00052696076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99854565,0.000049399678,0.00033435607,0.00045064942,0.00029870885,0.00032121004],"domain_scores_gemma":[0.9987946,0.000041871997,0.00049170345,0.00063394685,0.000019014185,0.000018834822],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00067619025,0.00027664367,0.0002703113,0.00006948606,0.0016439385,0.0013718436,0.00040023617,0.00008926227,0.00018519734],"category_scores_gemma":[0.000047603742,0.00020300101,0.00007539437,0.000048167676,0.0007432754,0.0017023465,0.00037636815,0.00016101621,0.00019198777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005210157,0.00030532072,0.008917753,0.0002609546,0.00021445978,0.000027472382,0.0006188795,0.004852371,0.003076728,0.97599286,0.0002045414,0.005007623],"study_design_scores_gemma":[0.005012966,0.000019998515,0.8059554,0.00014988024,0.0005393795,0.000019460549,0.029554311,0.03649965,0.000069484595,0.09874691,0.022325024,0.001107533],"about_ca_topic_score_codex":0.0018010325,"about_ca_topic_score_gemma":0.000054817116,"teacher_disagreement_score":0.87724596,"about_ca_system_score_codex":0.0000858394,"about_ca_system_score_gemma":0.000017492539,"threshold_uncertainty_score":0.99966484},"labels":[],"label_agreement":null},{"id":"W2614982543","doi":"10.1002/(sici)1099-0836(200001/02)9:1<77::aid-bse223>3.0.co;2-l","title":"Canon: global responsibilities and local decisions by Philip Sandoz, 1997. Penguin, ix + 180 pp, �15.00 )hbk). ISBN 0-670-87408-6","year":2000,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Citation; Library science; Sociology; Media studies; Computer science","score_opus":0.0112807791395358,"score_gpt":0.2355037596116119,"score_spread":0.22422298047207612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614982543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87330645,0.03308752,0.005265311,0.009953163,0.00032836493,0.0013653892,0.0003513035,0.00009652364,0.07624598],"genre_scores_gemma":[0.96259123,0.030253353,0.000023026922,0.0003823758,0.00010059184,0.00002784581,0.000027390613,0.000009463231,0.0065846997],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981845,0.0002605027,0.00027093117,0.0003800747,0.0005319951,0.0003719722],"domain_scores_gemma":[0.9993229,0.00020805342,0.00007332089,0.00024469962,0.000017438695,0.00013357708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057186635,0.00019769576,0.00023220043,0.000010807575,0.000810752,0.00014249951,0.00018050581,0.00013181455,0.0022950626],"category_scores_gemma":[0.00007207676,0.00014243483,0.00004219771,0.00018284433,0.0014633,0.00024120191,0.00005871298,0.00009585799,0.00008294687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047487617,0.00077219284,0.014416583,0.00005687149,0.00016203294,0.00006814129,0.009748636,0.0056454814,0.00005968303,0.23310499,0.061532307,0.66968435],"study_design_scores_gemma":[0.0030680234,0.00008480573,0.0629874,0.00005592657,0.00007912673,0.000010091281,0.0039355634,0.00031504277,0.000046844692,0.033694137,0.8952899,0.00043315877],"about_ca_topic_score_codex":0.0025261904,"about_ca_topic_score_gemma":0.001151169,"teacher_disagreement_score":0.8337576,"about_ca_system_score_codex":0.00015044233,"about_ca_system_score_gemma":0.000108099564,"threshold_uncertainty_score":0.998617},"labels":[],"label_agreement":null},{"id":"W2734734525","doi":"10.1002/bse.2212","title":"Does competition prevent industrial pollution? Evidence from a panel threshold model","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Endogeneity; Panel data; Competition (biology); Economics; Econometrics; Porter hypothesis; Pollution; Market share; Empirical evidence; Parametric statistics; Threshold model; Sustainability; Empirical research; Natural resource economics; Environmental regulation; Statistics; Mathematics","score_opus":0.06557567367980885,"score_gpt":0.2080589109735969,"score_spread":0.14248323729378806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734734525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97405875,0.0014332884,0.013710358,0.0037219767,0.0004532088,0.00050529704,0.00021902473,0.00003127976,0.0058668177],"genre_scores_gemma":[0.995826,0.0020635366,0.00020856112,0.00023165099,0.00040099013,0.0000785952,0.000026338721,0.000023621587,0.0011406767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99854165,0.000036070796,0.00052837894,0.00056589773,0.00005995462,0.00026806584],"domain_scores_gemma":[0.9990319,0.000056779085,0.00033952793,0.000492528,0.0000050180915,0.00007425575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050565106,0.00022633238,0.0003456413,0.000055814802,0.00025364035,0.000089245994,0.00025723464,0.0001452158,0.0008050581],"category_scores_gemma":[0.0000265579,0.00015735341,0.000066022665,0.000065760796,0.0006432836,0.00032982734,0.00016537691,0.00015512203,0.00035086693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047006225,0.00045565542,0.024877882,0.000025187117,0.00026994504,0.000004238758,0.001046825,0.08435197,0.0005225255,0.88621134,0.00022686106,0.0015375067],"study_design_scores_gemma":[0.005840568,0.00014810974,0.23202549,0.00015686659,0.000100606885,0.000004835244,0.0003332299,0.11474145,0.0010122686,0.63728696,0.0073161097,0.001033501],"about_ca_topic_score_codex":0.00062218064,"about_ca_topic_score_gemma":0.00003340572,"teacher_disagreement_score":0.24892439,"about_ca_system_score_codex":0.00013651424,"about_ca_system_score_gemma":0.000015891419,"threshold_uncertainty_score":0.8814822},"labels":[],"label_agreement":null},{"id":"W2767786522","doi":"10.1002/bse.2003","title":"Linking Environmental Management to Environmental Performance: The Interactive Role of Industry Context","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Dynamism; Leverage (statistics); Sustainability; Competitive advantage; Business; Environmental scanning; Context (archaeology); Industrial organization; Marketing; Knowledge management; Environmental resource management; Environmental management system; Economics; Computer science; Ecology","score_opus":0.007458020612523171,"score_gpt":0.19414821249210784,"score_spread":0.18669019187958466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767786522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989767,0.00036708426,0.00006651176,0.0018357896,0.00019177218,0.0013353091,0.000015352993,0.000022505828,0.006398666],"genre_scores_gemma":[0.9976618,0.00032331015,0.000036686877,0.00073666644,0.00029547454,0.0001963306,0.00002808635,0.00004761131,0.00067401986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978594,0.000047096775,0.0004993832,0.0005559569,0.00056122977,0.00047690092],"domain_scores_gemma":[0.9980872,0.00007989792,0.0005818178,0.0012049412,0.000008474867,0.000037658545],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00067736226,0.0004453506,0.00039101834,0.0000994136,0.0014668906,0.0004041639,0.0010838239,0.00017343533,0.00045195743],"category_scores_gemma":[0.000023395882,0.00028951507,0.00010634199,0.00008344672,0.0020483742,0.0011279561,0.0019719948,0.00046840886,0.00021825991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019720749,0.0013259928,0.6038043,0.0005556307,0.0005337821,0.000043131487,0.0015452768,0.009425568,0.0029429533,0.029718269,0.00012388155,0.34800914],"study_design_scores_gemma":[0.0020227972,0.000024867915,0.96162957,0.0000955354,0.00019053504,0.000009480754,0.0058844737,0.0009693923,0.00040650222,0.0023625486,0.025995333,0.00040896566],"about_ca_topic_score_codex":0.0002928666,"about_ca_topic_score_gemma":0.000009433462,"teacher_disagreement_score":0.35782528,"about_ca_system_score_codex":0.00019853277,"about_ca_system_score_gemma":0.000008916143,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W2770422057","doi":"10.1002/bse.2023","title":"Institutional Antecedents of the Corporate Social Responsibility Narrative in the Developing World Context: Implications for Sustainable Development","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Corporate social responsibility; Corporate governance; Tourism; Sustainable development; Context (archaeology); Developing country; Political science; Narrative; Sociology; Colonialism; Global governance; Public relations; Environmental ethics; Economic growth; Economics; Management","score_opus":0.06257641165266327,"score_gpt":0.2800391948682214,"score_spread":0.21746278321555812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770422057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98587346,0.000054874567,0.0006460226,0.0096102515,0.000085247055,0.0014588556,0.0000034159243,0.000008345988,0.0022595315],"genre_scores_gemma":[0.9986411,0.0000049198793,0.000054718552,0.00029574468,0.000117512776,0.00023121791,0.000008604304,0.000008800884,0.0006373961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986735,0.00008234412,0.0004972782,0.00027137794,0.00022575054,0.00024973767],"domain_scores_gemma":[0.9980358,0.00018708738,0.0011607743,0.0004157846,0.00019428368,0.0000062611352],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026571169,0.00016235594,0.00022888019,0.000061138635,0.0033825634,0.00032870757,0.00052916334,0.00005102726,0.000010484069],"category_scores_gemma":[0.00084144634,0.000091105925,0.00006461607,0.00025611065,0.0010643973,0.0005046229,0.0004005438,0.00013474017,0.0000019931742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075817487,0.00014431261,0.11325531,0.00020245918,0.00004740461,0.0000049892164,0.001922348,0.0002118981,0.00014800268,0.875358,0.00007342892,0.007873682],"study_design_scores_gemma":[0.00094338285,0.0000019464114,0.899782,0.000031800093,0.000023048844,0.0000011645717,0.0036905461,0.000059699803,0.00003164069,0.09000369,0.0053192438,0.000111844056],"about_ca_topic_score_codex":0.00046549845,"about_ca_topic_score_gemma":0.0012215633,"teacher_disagreement_score":0.7865267,"about_ca_system_score_codex":0.00013335593,"about_ca_system_score_gemma":0.00034384208,"threshold_uncertainty_score":0.9979149},"labels":[],"label_agreement":null},{"id":"W2776860853","doi":"10.1002/bse.2002","title":"Is Supply's Actual Contribution to Sustainable Development Strategic <i>and</i> Operational?","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; HEC Montréal","funders":"","keywords":"Leverage (statistics); Business; Sustainable development; Reputation; Maturity (psychological); Sustainability; Process management; Order (exchange); Marketing; Environmental resource management; Knowledge management; Industrial organization; Economics; Computer science; Political science; Finance","score_opus":0.013949243291685742,"score_gpt":0.20875202153686992,"score_spread":0.1948027782451842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776860853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9534684,0.00035318008,0.0025929573,0.027500305,0.00017297214,0.002076273,0.0000043842256,0.00006781933,0.013763716],"genre_scores_gemma":[0.992032,0.00009214338,0.000109722045,0.0024479108,0.00028818232,0.0002403013,0.00004346279,0.000024249677,0.0047220495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983863,0.000019847039,0.00028768327,0.00046051998,0.00033812487,0.0005075197],"domain_scores_gemma":[0.99911547,0.000037615835,0.00019551496,0.000492184,0.00012256125,0.000036679634],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008214771,0.00029633532,0.0002580653,0.00011711702,0.0021308428,0.0017615925,0.00038529548,0.000071851915,0.00032148766],"category_scores_gemma":[0.00007537699,0.00021609911,0.00003244914,0.00010576601,0.00031856867,0.0010439942,0.0008541067,0.00011474092,0.00015098426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028246234,0.00010862694,0.0063058133,0.00023105735,0.00010200423,0.0000622981,0.00026103217,0.0010691191,0.00006089939,0.98647153,0.00088170596,0.004163437],"study_design_scores_gemma":[0.006631475,0.00002967828,0.4302535,0.00007325181,0.00019393566,0.000008048416,0.00723156,0.0032697406,0.00025805694,0.061625965,0.48944733,0.0009774502],"about_ca_topic_score_codex":0.00078371447,"about_ca_topic_score_gemma":0.000028077451,"teacher_disagreement_score":0.9248456,"about_ca_system_score_codex":0.00009887758,"about_ca_system_score_gemma":0.000053035328,"threshold_uncertainty_score":0.9992747},"labels":[],"label_agreement":null},{"id":"W2778636465","doi":"10.1002/bse.2005","title":"Corporate Biodiversity Management through Certifiable Standards","year":2017,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Biodiversity; Business; Stakeholder; Environmental resource management; Audit; Accounting; Knowledge management; Public relations; Economics; Management; Political science; Ecology; Computer science","score_opus":0.02736316005501231,"score_gpt":0.21111421912985096,"score_spread":0.18375105907483863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778636465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8846581,0.00050891656,0.002041121,0.013229576,0.00063903333,0.0017348365,0.00004948605,0.00013898067,0.09699993],"genre_scores_gemma":[0.9970142,0.00047065841,0.00013078071,0.0007417125,0.00020024957,0.00006207833,0.00003203482,0.000021966413,0.0013263081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981942,0.000023734154,0.00028084475,0.0005219378,0.0005521351,0.00042715025],"domain_scores_gemma":[0.9982856,0.00002393502,0.00055336015,0.001062231,0.000055102057,0.000019766221],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007369883,0.00033930136,0.000315722,0.000051920815,0.0022609022,0.0009682396,0.0007009824,0.00009022647,0.00055459584],"category_scores_gemma":[0.000041792253,0.00024442023,0.00007440702,0.000106234496,0.001767061,0.0017631087,0.0012696241,0.00015249044,0.00029836732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021162063,0.0010070573,0.20888239,0.0019032,0.0005217183,0.0003926281,0.00023588668,0.00814594,0.00015682349,0.74497116,0.0067579425,0.024909027],"study_design_scores_gemma":[0.0040699085,0.000009273791,0.7569037,0.000045698787,0.00026365242,0.0000053679323,0.0005225715,0.00038788302,0.000050928305,0.08198492,0.15521419,0.00054192106],"about_ca_topic_score_codex":0.001539732,"about_ca_topic_score_gemma":0.000024230296,"teacher_disagreement_score":0.6629863,"about_ca_system_score_codex":0.0001428999,"about_ca_system_score_gemma":0.00001364843,"threshold_uncertainty_score":0.99903804},"labels":[],"label_agreement":null},{"id":"W2801050072","doi":"10.1002/bse.2053","title":"Target‐setting for ecological resilience: Are companies setting environmental sustainability targets in line with planetary thresholds?","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Planetary boundaries; Resilience (materials science); Environmental resource management; Business; Set (abstract data type); Psychological resilience; Sustainability organizations; Process management; Ecology; Computer science; Environmental science; Psychology; Biology","score_opus":0.007084905140590002,"score_gpt":0.19624681481761022,"score_spread":0.1891619096770202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801050072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98266065,0.0005413981,0.005085029,0.006893762,0.0001288554,0.0029659925,0.000015853724,0.00008709622,0.0016213867],"genre_scores_gemma":[0.99741507,0.00003699119,0.00053896324,0.00078152283,0.0005541042,0.00027920882,0.00010951388,0.000034603494,0.00025002708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977561,0.000060875707,0.0004448499,0.0006849849,0.00034017878,0.00071297283],"domain_scores_gemma":[0.9990105,0.00021057558,0.00032434906,0.00038150925,0.000047373047,0.000025717241],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012951356,0.00039323702,0.0004035206,0.00015072353,0.0007000097,0.00023233623,0.00034543974,0.00010616853,0.0002506874],"category_scores_gemma":[0.000113937196,0.00026217,0.00005153795,0.00023500957,0.0011574734,0.0006057957,0.00043209826,0.00021202567,0.000021580614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004621415,0.0014965778,0.7550506,0.0019453074,0.000217032,0.0003185602,0.00074898946,0.18494946,0.00009832684,0.03951795,0.0010646046,0.0099711865],"study_design_scores_gemma":[0.0049537574,0.00012674596,0.89122736,0.000067306544,0.00011070166,0.0000086726,0.0150786685,0.040111583,0.000040023075,0.03433546,0.013287718,0.0006519932],"about_ca_topic_score_codex":0.00023929004,"about_ca_topic_score_gemma":0.00012648637,"teacher_disagreement_score":0.14483789,"about_ca_system_score_codex":0.00018334149,"about_ca_system_score_gemma":0.000027974951,"threshold_uncertainty_score":0.9999831},"labels":[],"label_agreement":null},{"id":"W2878474064","doi":"10.1002/bse.2185","title":"Identifying consumers' engagement with renewable energy","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Mitacs","keywords":"Renewable energy; Incentive; Willingness to pay; Moral disengagement; Business; Sustainability; Marketing; Energy (signal processing); Environmental economics; Economics; Public economics; Microeconomics; Psychology; Social psychology","score_opus":0.013559516270121037,"score_gpt":0.22373563755775971,"score_spread":0.21017612128763868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2878474064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8731869,0.00042442334,0.01710601,0.0025872993,0.00019277108,0.00068168767,0.000004602493,0.00006363587,0.1057527],"genre_scores_gemma":[0.99158794,0.00023207138,0.0004688453,0.00048211915,0.00003408179,0.00007383726,0.000006452715,0.000014677353,0.0070999837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998719,0.00014820864,0.00018430446,0.0003854997,0.00028281912,0.0002801846],"domain_scores_gemma":[0.99938923,0.000051912055,0.000081575155,0.00037896194,0.0000045426796,0.00009377745],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042714787,0.00018542208,0.00014557167,0.00001692343,0.000561692,0.000063553794,0.00017269613,0.00004451055,0.0057049906],"category_scores_gemma":[0.000010717755,0.0001155051,0.000025048434,0.00013061841,0.00229525,0.00017902681,0.00022937125,0.000086029,0.00018030943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003872365,0.003801955,0.67467034,0.00025888853,0.00070638,0.000113466675,0.017153358,0.053777922,0.010225884,0.06786919,0.013825506,0.15372474],"study_design_scores_gemma":[0.0034155352,0.00017770451,0.75838256,0.00002197934,0.00011469814,0.00003525032,0.0045269844,0.0008070685,0.0027004834,0.011531134,0.21768421,0.0006024165],"about_ca_topic_score_codex":0.003645725,"about_ca_topic_score_gemma":0.00026155746,"teacher_disagreement_score":0.2038587,"about_ca_system_score_codex":0.00014357183,"about_ca_system_score_gemma":0.000014152561,"threshold_uncertainty_score":0.9952039},"labels":[],"label_agreement":null},{"id":"W2888204383","doi":"10.1002/bse.2227","title":"What drives voluntary corporate water disclosures? <scp>T</scp>he effect of country‐level institutions","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Incentive; Business; Affect (linguistics); Turnover; Voluntary disclosure; Accounting; Public economics; Economics; Psychology; Microeconomics","score_opus":0.030806761956752506,"score_gpt":0.2333028677939092,"score_spread":0.20249610583715671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888204383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416506,0.00030598167,0.0003619719,0.00048811064,0.00057392486,0.0006518106,0.000008840187,0.00004491253,0.0033993842],"genre_scores_gemma":[0.99754596,0.00018955712,0.000018029674,0.00018310011,0.0006220673,0.000045465837,0.00007990062,0.000027462098,0.0012884708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821025,0.00008729414,0.0005303078,0.00040537876,0.00038950538,0.0003772381],"domain_scores_gemma":[0.99859494,0.00023531933,0.00060935353,0.00042777474,0.00010788835,0.000024716079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013060843,0.00031462417,0.00042434954,0.00010114265,0.0006115889,0.00038516175,0.00024262568,0.000113860006,0.00010348827],"category_scores_gemma":[0.0002863148,0.00018117239,0.00008958745,0.00031275442,0.0018476776,0.0013922834,0.0003709067,0.00016354567,0.00013188046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043216315,0.0016431399,0.6451375,0.0037914873,0.0020322383,0.00035288648,0.0048211254,0.008161078,0.065972716,0.21187411,0.0030317602,0.048860308],"study_design_scores_gemma":[0.0069404263,0.00017170943,0.86012506,0.00042383428,0.0011385048,0.000031301734,0.0029754327,0.0023502233,0.008179731,0.04339949,0.073630385,0.00063388917],"about_ca_topic_score_codex":0.0006012353,"about_ca_topic_score_gemma":0.00020602088,"teacher_disagreement_score":0.21498756,"about_ca_system_score_codex":0.000037777612,"about_ca_system_score_gemma":0.000047083686,"threshold_uncertainty_score":0.7387996},"labels":[],"label_agreement":null},{"id":"W2895808586","doi":"10.1002/bse.2241","title":"Life cycle assessment in corporate sustainability reporting: Global, regional, sectoral, and company‐level trends","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"FP7 People: Marie-Curie Actions","keywords":"Sustainability; Sustainability reporting; Corporate sustainability; Business; Accounting; Regional science; Geography","score_opus":0.05002289004895336,"score_gpt":0.2661115043604834,"score_spread":0.21608861431153006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895808586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96931404,0.00030528702,0.0014343435,0.019175705,0.00014012122,0.0007921638,0.0000034671477,0.00007924003,0.008755616],"genre_scores_gemma":[0.9971358,0.00007927393,0.000119455966,0.0016235369,0.00035769967,0.0001003647,0.000035200093,0.000025098123,0.00052354555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99755067,0.000075365715,0.0008257031,0.00065183354,0.00038584138,0.00051057327],"domain_scores_gemma":[0.99812376,0.00005464769,0.0011189084,0.0005139402,0.00013718654,0.000051575233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017270905,0.0003550857,0.00044681254,0.00017643784,0.0004372248,0.00041582916,0.00024246855,0.000090200294,0.00028443662],"category_scores_gemma":[0.00022544163,0.0002681656,0.00005405696,0.0007209106,0.0010596594,0.00062419317,0.0005139819,0.00017958318,0.0000139728445],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084262446,0.0008499586,0.45102778,0.0009693068,0.0001944712,0.00023989352,0.00021833918,0.012762042,0.00001777105,0.50157607,0.0046993317,0.026602404],"study_design_scores_gemma":[0.0023292108,0.000022629285,0.9009085,0.000028040975,0.0000713143,0.0000066485422,0.0022482171,0.013577099,8.489412e-7,0.065957926,0.014508065,0.00034146014],"about_ca_topic_score_codex":0.0035769858,"about_ca_topic_score_gemma":0.0003008992,"teacher_disagreement_score":0.44988075,"about_ca_system_score_codex":0.00025598105,"about_ca_system_score_gemma":0.00010841526,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W2908384534","doi":"10.1002/bse.2256","title":"Conceptualizing businesses as social actors: A framework for understanding sustainability actions in small‐ and medium‐sized enterprises","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Conceptualization; Business; Marketing; Profit maximization; Interpersonal communication; Industrial organization; Profit (economics); Economics; Psychology; Social psychology; Microeconomics","score_opus":0.07371054487879503,"score_gpt":0.2963721022209808,"score_spread":0.2226615573421858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908384534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96648216,0.00012777792,0.026088385,0.0051564258,0.00020144349,0.0010635093,0.0000030459955,0.000056657176,0.0008206031],"genre_scores_gemma":[0.99861,0.00004766582,0.00015481524,0.0002594416,0.0007153536,0.00011125178,0.000009235367,0.00002659384,0.00006561221],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985344,0.000059769656,0.00043731972,0.00043863975,0.00016559493,0.0003643017],"domain_scores_gemma":[0.99866015,0.00060966145,0.00039280715,0.00018860117,0.0001294522,0.000019338364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010756208,0.0002445137,0.00035559034,0.000110613204,0.0008819244,0.0003775323,0.00012959492,0.00014659647,0.000080353006],"category_scores_gemma":[0.0017546456,0.00019284649,0.00006179182,0.00040527046,0.0012912399,0.0005224795,0.00023207578,0.00016870846,0.000004047556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029718548,0.0002975923,0.061712492,0.00077526533,0.000120495475,0.000019422014,0.0030129054,0.000114914925,0.0004908741,0.9215307,0.000030653195,0.008922798],"study_design_scores_gemma":[0.0021065136,0.000019475101,0.16402076,0.00008532536,0.00011344203,0.000003610629,0.020491924,0.0003501043,0.000030913357,0.81059307,0.0018661707,0.00031871937],"about_ca_topic_score_codex":0.0008498461,"about_ca_topic_score_gemma":0.00044830464,"teacher_disagreement_score":0.11093769,"about_ca_system_score_codex":0.00021550409,"about_ca_system_score_gemma":0.00013949568,"threshold_uncertainty_score":0.78640515},"labels":[],"label_agreement":null},{"id":"W2910752062","doi":"10.1002/bse.2273","title":"Improving corporate biodiversity management through employee involvement","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Externalization; Business; Directive; Natural resource management; Public relations; Human resource management; Corporate social responsibility; Environmental resource management; Natural resource; Knowledge management; Political science; Psychology; Economics","score_opus":0.015916389497006023,"score_gpt":0.17463080067482728,"score_spread":0.15871441117782126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910752062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862315,0.0002797116,0.00083038636,0.0016383447,0.00033461337,0.0015977997,0.0000060865495,0.000097099095,0.00898443],"genre_scores_gemma":[0.9965223,0.00021120886,0.00020173438,0.0016913121,0.00015133107,0.000084204024,0.000062821666,0.000029083203,0.0010459753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980145,0.000033327313,0.00036359523,0.00064660667,0.00046241214,0.0004795666],"domain_scores_gemma":[0.9988574,0.000038808113,0.0003969401,0.0006541222,0.000032831103,0.000019898438],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005231156,0.00039844078,0.00034593497,0.00008843542,0.00043732367,0.00030973915,0.00042535827,0.00009534315,0.0007130958],"category_scores_gemma":[0.000009468675,0.00029310302,0.00008689451,0.0003247921,0.0006089067,0.001196303,0.0010620538,0.00017728572,0.001322872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011210454,0.0008374421,0.64536345,0.0028981462,0.00040023556,0.00012296489,0.00030327332,0.015141695,0.00070240354,0.32022342,0.000949902,0.011936058],"study_design_scores_gemma":[0.006598706,0.000027046979,0.92342204,0.000060191385,0.00033256054,0.000005742018,0.0019806202,0.0010415056,0.000088276785,0.03519268,0.03035161,0.0008990365],"about_ca_topic_score_codex":0.0012488846,"about_ca_topic_score_gemma":0.000014191677,"teacher_disagreement_score":0.28503072,"about_ca_system_score_codex":0.00014588413,"about_ca_system_score_gemma":0.000009780648,"threshold_uncertainty_score":0.99995214},"labels":[],"label_agreement":null},{"id":"W2947302123","doi":"10.1002/bse.2326","title":"Board gender diversity and environmental performance: An industries perspective","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":347,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diversity (politics); Gender diversity; Endogeneity; Perspective (graphical); Variety (cybernetics); Matching (statistics); Resource (disambiguation); Process (computing); Marketing; Propensity score matching; Business; Psychology; Industrial organization; Sociology; Economics; Econometrics; Management; Computer science; Statistics; Corporate governance","score_opus":0.0620356978943464,"score_gpt":0.2309196781457798,"score_spread":0.1688839802514334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947302123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676324,0.0002622683,0.000019757837,0.00044590756,0.00006587771,0.00024724897,0.000010890505,0.000013419198,0.012171395],"genre_scores_gemma":[0.997129,0.0016298958,0.000008036424,0.00009328169,0.000044730197,0.000002511479,0.0000058750948,0.0000035478797,0.0010830899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990462,0.00017535151,0.000075243996,0.00024191724,0.00026630415,0.00019498456],"domain_scores_gemma":[0.99968946,0.000032483516,0.00004779372,0.00014000403,0.00000766622,0.00008257731],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00044991626,0.00010808436,0.00012428926,0.000019469728,0.001844845,0.000050373597,0.000137227,0.00009246244,0.00045968866],"category_scores_gemma":[0.000005589353,0.000083112056,0.000018072264,0.00004831755,0.000993067,0.00042302694,0.00040491414,0.00013153847,0.00003136711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002649227,0.00018351695,0.7969059,0.000023766834,0.000082964754,0.000003214322,0.09484144,0.0004100091,0.000044787837,0.104156636,0.0000332926,0.0030495918],"study_design_scores_gemma":[0.0009988578,0.000041121915,0.8717201,0.000002781672,0.000038996124,0.0000010420483,0.12249053,0.00008354553,0.000015866834,0.002478361,0.0019774567,0.00015134776],"about_ca_topic_score_codex":0.0021730876,"about_ca_topic_score_gemma":0.000031980173,"teacher_disagreement_score":0.101678275,"about_ca_system_score_codex":0.0000858365,"about_ca_system_score_gemma":0.000023314416,"threshold_uncertainty_score":0.9994546},"labels":[],"label_agreement":null},{"id":"W2950428825","doi":"10.1002/bse.2320","title":"Connecting business with the agricultural landscape: business strategies for sustainable rural development","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Sustainability; Business; Sustainable business; Environmental resource management; Agribusiness; Scrutiny; Agriculture; Sustainability organizations; Sustainability science; Sustainable development; Environmental planning; Geography; Economics; Political science; Ecology","score_opus":0.006333217770447331,"score_gpt":0.1688447625627382,"score_spread":0.16251154479229088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950428825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902572,0.0003176315,0.00011312186,0.005955413,0.000053637938,0.0014240043,0.0000037890438,0.00004313817,0.0018320715],"genre_scores_gemma":[0.9963484,0.00006815929,0.000052877007,0.000083004146,0.00009962191,0.00019767194,0.000105934865,0.0000032854105,0.0030410378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985229,0.00008157445,0.00025691712,0.0003453178,0.0002614583,0.0005318789],"domain_scores_gemma":[0.99912685,0.0003034637,0.00014850446,0.00011035562,0.00025719282,0.00005364044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052707794,0.00031043697,0.00029784197,0.00001040832,0.0010451401,0.00043735665,0.00030928288,0.0000874647,0.00014934078],"category_scores_gemma":[0.000023082706,0.000078789235,0.000042594602,0.0004510555,0.00019860866,0.00043875133,0.00015206274,0.0001203367,0.0000133145095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013262482,0.0021372996,0.116592705,0.0042208666,0.001819818,0.00012709647,0.018287873,0.07147915,0.036547687,0.42230344,0.004882836,0.30833873],"study_design_scores_gemma":[0.001277895,0.000055192475,0.9101307,0.000029650588,0.00003320196,0.000017932105,0.06477388,0.0000540295,0.00011698189,0.0012416694,0.021906698,0.0003621923],"about_ca_topic_score_codex":0.00022448438,"about_ca_topic_score_gemma":0.00014618877,"teacher_disagreement_score":0.793538,"about_ca_system_score_codex":0.00005207083,"about_ca_system_score_gemma":0.0000677472,"threshold_uncertainty_score":0.8038478},"labels":[],"label_agreement":null},{"id":"W2969440887","doi":"10.1002/bse.2374","title":"Communicating environmental management certification: Signaling without signals?","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Business; Audit; Public relations; Hospitality industry; Marketing; Corporate social responsibility; Work (physics); Accounting; Environmental resource management; Management; Tourism; Engineering; Economics; Political science","score_opus":0.022531735472294544,"score_gpt":0.2167470337411977,"score_spread":0.19421529826890316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969440887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97365063,0.00043296866,0.00038984732,0.0009642188,0.000107562395,0.0009916261,0.0000014812765,0.0000701294,0.023391522],"genre_scores_gemma":[0.997316,0.00011532201,0.00018829496,0.000405897,0.00016257551,0.00007188795,0.000035591416,0.000035051187,0.001669372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998264,0.00006295294,0.0005169691,0.00043923303,0.00039425367,0.00032255467],"domain_scores_gemma":[0.9986598,0.00011258591,0.0005219814,0.0006702104,0.000017300907,0.000018136585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012353547,0.0002612044,0.00029677837,0.00007541208,0.00048677783,0.00030925692,0.00034231116,0.000070133174,0.00062890747],"category_scores_gemma":[0.00002466243,0.00019895406,0.00007844036,0.00020109762,0.00035048169,0.00051606004,0.0005033781,0.0001940984,0.00055696553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022427228,0.0012152002,0.4133691,0.0014925741,0.000831444,0.00008138031,0.001175342,0.038216613,0.0485553,0.30225182,0.00012856621,0.19043994],"study_design_scores_gemma":[0.010652751,0.00004467528,0.78524923,0.00039513764,0.000858418,0.000035791156,0.011707367,0.03569032,0.0007812604,0.066293225,0.08592709,0.002364743],"about_ca_topic_score_codex":0.00011977185,"about_ca_topic_score_gemma":0.000004311202,"teacher_disagreement_score":0.3718801,"about_ca_system_score_codex":0.000064947846,"about_ca_system_score_gemma":0.000010930697,"threshold_uncertainty_score":0.8113111},"labels":[],"label_agreement":null},{"id":"W2970899492","doi":"10.1002/bse.2380","title":"The effect of greenwashing on online consumer engagement: A comparative study in France, Germany, Turkey, and the United Kingdom","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenwashing; Social media; Advertising; Quarter (Canadian coin); Business; Kingdom; Political science; Corporate social responsibility; Geography; Public relations","score_opus":0.025906209435700718,"score_gpt":0.28877839253707605,"score_spread":0.26287218310137533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970899492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99064434,0.0003038846,0.0000014376782,0.000649967,0.000093376315,0.0011169089,0.000003890419,0.000006662362,0.0071795336],"genre_scores_gemma":[0.999234,0.00031761112,9.86737e-7,0.000033360793,0.000033073808,0.000038983937,0.0000024303006,0.000004868018,0.00033464254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745977,0.0017590864,0.0001866187,0.0001482338,0.0002800452,0.00016624722],"domain_scores_gemma":[0.9963184,0.0033818253,0.000119193035,0.00014546588,0.000009943066,0.000025146273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297723,0.00011707803,0.00025102508,0.000027872868,0.0005084636,0.00009134632,0.00017185435,0.000037243033,0.000011775603],"category_scores_gemma":[0.00010629001,0.000052442636,0.000026261887,0.00016034156,0.0013765965,0.000060416452,0.000074736505,0.00020435028,0.000004814664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007206204,0.0012342979,0.5350473,0.00016782942,0.0008386164,0.000018850587,0.15658173,0.007633849,0.000042299525,0.26259166,0.000062851504,0.028574498],"study_design_scores_gemma":[0.013206621,0.00033102834,0.9359803,0.00014332168,0.00012225143,4.2682345e-7,0.037112653,0.00090527075,0.000008808549,0.001754106,0.010201412,0.00023380022],"about_ca_topic_score_codex":0.0032981143,"about_ca_topic_score_gemma":0.00025727434,"teacher_disagreement_score":0.400933,"about_ca_system_score_codex":0.000016318816,"about_ca_system_score_gemma":0.000014636511,"threshold_uncertainty_score":0.50721276},"labels":[],"label_agreement":null},{"id":"W2995897841","doi":"10.1002/bse.2422","title":"ISO 14001, EMAS and environmental performance: A meta‐analysis","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Agencia Estatal de Investigación","keywords":"Certification; Accounting; Audit; Business; Sample (material); Corporate social responsibility; Set (abstract data type); Turnover; Public relations; Management; Political science; Economics; Computer science","score_opus":0.011112277952733176,"score_gpt":0.1843800115193599,"score_spread":0.17326773356662672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995897841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924445,0.0024462838,0.00013616357,0.0013826865,0.000074473566,0.0008536135,0.00000918404,0.000044900546,0.00260816],"genre_scores_gemma":[0.9965361,0.0007888437,0.000039565402,0.0007160935,0.0001168346,0.00011804354,0.00007158945,0.000036312777,0.0015766295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809754,0.000041582738,0.00037947443,0.00063830934,0.00041759372,0.00042548773],"domain_scores_gemma":[0.99905115,0.00008738507,0.0002298214,0.0005921654,0.000009854732,0.000029601524],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005796352,0.00043632992,0.0007391816,0.00017870661,0.00037596628,0.00026537233,0.00026330832,0.000114651324,0.0022302687],"category_scores_gemma":[0.000009050331,0.00029095128,0.00024115543,0.00038462094,0.00080735656,0.0009956321,0.0005656189,0.00019534555,0.00032124773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013882198,0.0014439195,0.7899467,0.0021115856,0.05295944,0.00005104705,0.00058763963,0.085102946,0.0013725534,0.055220775,0.00014812573,0.009667076],"study_design_scores_gemma":[0.002928412,0.000026900252,0.92369235,0.000008427671,0.041777577,0.0000141805895,0.0009860459,0.01313329,0.00003923186,0.0022619206,0.014304234,0.0008274173],"about_ca_topic_score_codex":0.00032020567,"about_ca_topic_score_gemma":0.000011080586,"teacher_disagreement_score":0.13374569,"about_ca_system_score_codex":0.00006346461,"about_ca_system_score_gemma":0.000007960872,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W2998594198","doi":"10.1002/bse.2428","title":"Managing supply chain resilience to pursue business and environmental strategies","year":2019,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Resilience (materials science); Scopus; Premise; Supply chain; Extant taxon; Supply chain management; Business; Process management; Knowledge management; Marketing; Computer science; Political science","score_opus":0.005454691526933727,"score_gpt":0.18452524944405488,"score_spread":0.17907055791712115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998594198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761119,0.0011293911,0.0014419715,0.008073927,0.00029026472,0.0014341933,0.000006652033,0.000072141986,0.011439589],"genre_scores_gemma":[0.9953324,0.0014006313,0.00006922016,0.0012896592,0.0002516127,0.00010308938,0.0000328758,0.000034678975,0.0014858225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99798054,0.00003089732,0.00033155322,0.0006963461,0.00044286306,0.0005177948],"domain_scores_gemma":[0.9992257,0.00006689806,0.00015539982,0.00049444323,0.00001643189,0.00004116297],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005134282,0.0003958391,0.00035009452,0.00020671527,0.00041529673,0.0006671739,0.00039969245,0.00007799038,0.00040901822],"category_scores_gemma":[0.0000133965395,0.00027546837,0.000043875287,0.00038403252,0.00046354355,0.0011177837,0.00064552936,0.0001562631,0.00043964773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018059632,0.00070764497,0.13630925,0.0015860868,0.00029556907,0.00018739837,0.0013730287,0.19806609,0.005685914,0.5514338,0.0025355513,0.10001373],"study_design_scores_gemma":[0.0038438058,0.000048557813,0.8985744,0.0001741828,0.00016175065,0.000020762061,0.016510349,0.010042168,0.000057671194,0.018907625,0.05056403,0.0010946589],"about_ca_topic_score_codex":0.0008343129,"about_ca_topic_score_gemma":0.000043685544,"teacher_disagreement_score":0.7622652,"about_ca_system_score_codex":0.000038121205,"about_ca_system_score_gemma":0.000015184397,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W3004329167","doi":"10.1002/bse.2476","title":"Exploring the effect of environmental orientation on financial decisions of businesses at the bottom of the pyramid: Evidence from the microlending context","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Microfinance; Bottom of the pyramid; Business; Context (archaeology); Pyramid (geometry); Emerging markets; Marketing; Capital (architecture); Orientation (vector space); Industrial organization; Economics; Finance; Economic growth","score_opus":0.042534824959147025,"score_gpt":0.20496849878984927,"score_spread":0.16243367383070223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004329167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912378,0.00036324566,0.0001488659,0.007185294,0.00029173557,0.0005961521,0.000021384376,0.000005126456,0.0001503891],"genre_scores_gemma":[0.99833214,0.00040391544,0.000006696616,0.0009559048,0.00017358169,0.000059014965,0.000013786455,0.000012561245,0.000042392297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988129,0.00009260243,0.0004477876,0.00021394706,0.00029563816,0.00013713406],"domain_scores_gemma":[0.99816215,0.00096095615,0.00052156945,0.0003291912,0.000019360246,0.0000067605183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006895004,0.00018567801,0.00024333342,0.000020666723,0.00055071316,0.000053689193,0.00043699835,0.000036855734,0.00017343256],"category_scores_gemma":[0.00022407816,0.000073797644,0.000086526474,0.00021359275,0.000744671,0.00027651121,0.0003587461,0.0001550154,0.000024017223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011357924,0.0006422456,0.39827427,0.0008448546,0.001175331,0.000009420455,0.026851702,0.038521707,0.07656979,0.1401399,0.004010869,0.30160198],"study_design_scores_gemma":[0.0017062225,0.00003444942,0.9787528,0.00023188737,0.00017404187,7.6962283e-7,0.002727286,0.00045577233,0.009387037,0.0006190405,0.005742305,0.00016841454],"about_ca_topic_score_codex":0.0003095666,"about_ca_topic_score_gemma":0.000025252875,"teacher_disagreement_score":0.5804785,"about_ca_system_score_codex":0.000040208568,"about_ca_system_score_gemma":0.000021187929,"threshold_uncertainty_score":0.42356962},"labels":[],"label_agreement":null},{"id":"W3021215367","doi":"10.1002/bse.2520","title":"Measuring sustainability risks: A rational myth?","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique; Université Laval","funders":"","keywords":"Sustainability; Mythology; Risk analysis (engineering); Economics; Business; Philosophy; Theology; Ecology","score_opus":0.06140424555802098,"score_gpt":0.23547464355997516,"score_spread":0.17407039800195417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021215367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96361715,0.00029773722,0.0033239464,0.02529145,0.00008336293,0.00080457027,0.0000018045478,0.000098619625,0.006481383],"genre_scores_gemma":[0.9981831,0.000020513506,0.00002869938,0.0010700097,0.0005206032,0.00004015081,0.000009423249,0.000015772097,0.00011173684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99871844,0.000044983764,0.00034777547,0.00034575775,0.0003205445,0.00022248011],"domain_scores_gemma":[0.99931955,0.00008995798,0.0002727301,0.00019354121,0.000101756996,0.000022472013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085454696,0.00017286591,0.00021713856,0.000029282035,0.0003989537,0.0002508527,0.0001406034,0.00005296246,0.00015849352],"category_scores_gemma":[0.0008188402,0.00012609962,0.0000627316,0.0002696991,0.0003345045,0.0004902636,0.00024286081,0.000150561,0.00006196427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00437585,0.00057739695,0.17673421,0.0018967403,0.0003157539,0.00020708982,0.0015830076,0.058840547,0.002128795,0.5995511,0.000578586,0.15321097],"study_design_scores_gemma":[0.0040750233,0.000020566416,0.75447756,0.000031727443,0.000230692,0.000007353707,0.0034825557,0.020501109,0.00008711416,0.1723649,0.0439644,0.0007569927],"about_ca_topic_score_codex":0.00038726744,"about_ca_topic_score_gemma":0.000012821904,"teacher_disagreement_score":0.57774335,"about_ca_system_score_codex":0.000056983357,"about_ca_system_score_gemma":0.000072235525,"threshold_uncertainty_score":0.51421934},"labels":[],"label_agreement":null},{"id":"W3038033676","doi":"10.1002/bse.2581","title":"Mining, the environment, and human rights in Ghana: An area of limited statehood perspective","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Mining and Resource Management","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Human rights; Corporate social responsibility; Perspective (graphical); Sociocultural evolution; Law and economics; Environmental ethics; Political science; Business; Sociology; Public relations; Law","score_opus":0.01565589674645138,"score_gpt":0.1886656701609401,"score_spread":0.17300977341448873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038033676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208355,0.00072233804,0.00029816604,0.0005154506,0.000013506613,0.0002488013,0.000005678537,0.000022462134,0.006090018],"genre_scores_gemma":[0.9996272,0.00013766113,0.00004474992,0.000029792356,0.000024024352,0.000022056764,0.0000062748213,0.000012985723,0.000095276795],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99927217,0.000063614134,0.00018215826,0.0002028977,0.00012402714,0.00015514034],"domain_scores_gemma":[0.9996817,0.00003558765,0.00004519485,0.00018285868,0.0000028475579,0.00005178164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014360518,0.00016118945,0.00018294482,0.000031049574,0.00013220638,0.000026107104,0.0001178259,0.00004175912,0.00006371969],"category_scores_gemma":[0.000002648985,0.000093632196,0.000019490808,0.00006739609,0.00028098517,0.000046213096,0.00007136133,0.000115229894,0.0000027379638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040485797,0.00066277006,0.010218827,0.0004567368,0.0009211576,0.00011300542,0.08130467,0.75053155,0.0036288577,0.14458333,0.00030804423,0.0068661915],"study_design_scores_gemma":[0.01547455,0.001072744,0.66231126,0.0002579743,0.0006838201,0.000021113128,0.1024294,0.17398691,0.0023481247,0.005628393,0.033837687,0.0019480136],"about_ca_topic_score_codex":0.00018719313,"about_ca_topic_score_gemma":0.000021469097,"teacher_disagreement_score":0.65209246,"about_ca_system_score_codex":0.000023269564,"about_ca_system_score_gemma":0.0000017950399,"threshold_uncertainty_score":0.381821},"labels":[],"label_agreement":null},{"id":"W3041095965","doi":"10.1002/bse.2572","title":"Does green innovation affect the financial performance of Multilatinas? The moderating role of ISO 14001 and R&amp;D investment","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":233,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consejería de Salud y Familias, Junta de Andalucía; Universidad de Granada; Innovation, Science and Economic Development Canada","keywords":"Affect (linguistics); Panel data; Investment (military); Business; Multilevel model; Government (linguistics); Moderation; Natural resource; Accounting; Economics; Political science","score_opus":0.012314552055448727,"score_gpt":0.18990623041100663,"score_spread":0.1775916783555579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041095965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322706,0.00028289313,0.00025907796,0.0049972255,0.00003718089,0.00073896046,0.0000033038325,0.000011823582,0.000442442],"genre_scores_gemma":[0.9985233,0.00010014663,0.000057318462,0.0009998358,0.00018161339,0.000060549104,0.000011759143,0.000015218644,0.0000502395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988701,0.00004551622,0.0003948163,0.00024060774,0.00026816488,0.00018084758],"domain_scores_gemma":[0.9991848,0.00011079621,0.00038546414,0.0002690405,0.00004128342,0.000008611995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182466,0.00020752882,0.00023921525,0.000034739827,0.00038207558,0.00007172574,0.00022586966,0.000055883072,0.000041557552],"category_scores_gemma":[0.000100634556,0.00008932527,0.000032833264,0.00033488643,0.00087530504,0.00040351172,0.00037248438,0.00014750149,0.000004183625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025079073,0.00077188836,0.4946273,0.0048002754,0.00026592484,0.0000042927586,0.007922684,0.15031095,0.028008634,0.20895742,0.000114679024,0.10170804],"study_design_scores_gemma":[0.0016509354,0.0000384597,0.9222869,0.00006188768,0.00014050628,0.0000018047031,0.0014984282,0.06083369,0.0009327188,0.008383224,0.0038924902,0.00027895777],"about_ca_topic_score_codex":0.0004608458,"about_ca_topic_score_gemma":0.000031871292,"teacher_disagreement_score":0.4276596,"about_ca_system_score_codex":0.000020565782,"about_ca_system_score_gemma":0.000014235901,"threshold_uncertainty_score":0.36425787},"labels":[],"label_agreement":null},{"id":"W3041444329","doi":"10.1002/bse.2546","title":"Environmental management certification and environmental performance: Greening or greenwashing?","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Greenwashing; Certification; Business; Audit; Environmental management system; Corporate social responsibility; Environmental accounting; Accounting; Greening; Environmental resource management; Environmental economics; Public relations; Economics; Management; Political science","score_opus":0.015831115204741744,"score_gpt":0.18046646429816784,"score_spread":0.1646353490934261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041444329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910447,0.0006413313,0.00074092456,0.0049733,0.00008106758,0.0011684811,0.000013730013,0.000091948204,0.0012445345],"genre_scores_gemma":[0.9949384,0.001619126,0.00015109718,0.0022108392,0.00034326984,0.00014350806,0.000104601444,0.00006139295,0.00042782133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977146,0.000041634117,0.0004903249,0.0007703631,0.00050820917,0.00047487594],"domain_scores_gemma":[0.99920475,0.000056447825,0.00026570243,0.00040431455,0.0000042174524,0.00006454819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003657764,0.0004888542,0.00036598867,0.00008299253,0.00071272574,0.00030100008,0.00035345007,0.000116277355,0.00064967934],"category_scores_gemma":[0.000015258658,0.0003468282,0.00006155335,0.00019957016,0.0011129187,0.0012072952,0.0008479078,0.00025155168,0.00019883036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006422659,0.0013282301,0.4424453,0.0035333505,0.0006305098,0.00026198316,0.0018213355,0.014780455,0.003418901,0.023893744,0.000555274,0.50090826],"study_design_scores_gemma":[0.004359959,0.000050993807,0.9349332,0.000046077384,0.00032395203,0.000031919448,0.0029025525,0.018476494,0.000073923664,0.00071938284,0.037294354,0.0007871859],"about_ca_topic_score_codex":0.00007268931,"about_ca_topic_score_gemma":0.0000022319198,"teacher_disagreement_score":0.50012106,"about_ca_system_score_codex":0.0001075642,"about_ca_system_score_gemma":0.000005935863,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W3041998726","doi":"10.1002/bse.2571","title":"Sustainable development: The stock market's view of environmental policy","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock market; Stock (firearms); Sustainable development; Financial economics; Economics; Business; Stock market bubble; Panel data; Environmental policy; Econometrics; Natural resource economics","score_opus":0.009457829867182205,"score_gpt":0.18565071757946877,"score_spread":0.17619288771228656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041998726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95876706,0.002939445,0.00063598657,0.024576554,0.0000775063,0.0022724061,0.000009831373,0.00007684229,0.010644343],"genre_scores_gemma":[0.9955814,0.00040271864,0.00004880138,0.0023256186,0.00036301874,0.00011734253,0.000018674229,0.000043192675,0.0010992325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979792,0.0000644557,0.0005267493,0.00044292142,0.00047638005,0.0005102824],"domain_scores_gemma":[0.9990662,0.00010414398,0.00033191036,0.00044170718,0.000020471249,0.00003558489],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006154878,0.00038058803,0.0003873759,0.00007397799,0.0006240759,0.00017483624,0.00057661865,0.00008927901,0.0009868275],"category_scores_gemma":[0.00009245013,0.00023175273,0.000086427935,0.00045460617,0.0012948931,0.00066801097,0.0009708006,0.00021160225,0.00010002827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042464593,0.0025464725,0.11795097,0.009056071,0.0010010396,0.00022096642,0.0053426577,0.016239889,0.0022672869,0.5209111,0.0029236428,0.31729344],"study_design_scores_gemma":[0.0025813512,0.000019275294,0.75212365,0.00002802231,0.00014931247,0.000007761506,0.0046401033,0.0010689206,0.000097208176,0.004409877,0.23436472,0.00050977076],"about_ca_topic_score_codex":0.00045299352,"about_ca_topic_score_gemma":0.00000495273,"teacher_disagreement_score":0.63417274,"about_ca_system_score_codex":0.00012270731,"about_ca_system_score_gemma":0.00005262233,"threshold_uncertainty_score":0.9999264},"labels":[],"label_agreement":null},{"id":"W3048865692","doi":"10.1002/bse.2611","title":"Board interlocks and greenhouse gas emissions","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Calgary; Simon Fraser University; University of Guelph","funders":"","keywords":"Interlock; Greenhouse gas; Business; Resource (disambiguation); Industrial organization; Sample (material); Resource dependence theory; Natural resource economics; Economics; Management; Computer science; Engineering","score_opus":0.012490849997268053,"score_gpt":0.188771601623491,"score_spread":0.17628075162622295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048865692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96561795,0.00071049493,0.0009492163,0.028622294,0.000082873594,0.0006355653,0.000003742099,0.0001028557,0.0032749923],"genre_scores_gemma":[0.996113,0.00038705734,0.00005877395,0.0027672444,0.0003561652,0.000046364068,0.000012247552,0.000034618566,0.00022454152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998737,0.000025305117,0.00027821018,0.0004347638,0.00023195411,0.00029277807],"domain_scores_gemma":[0.9994776,0.00005708204,0.00013501324,0.0002694574,0.000014937504,0.00004589951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020412233,0.00028456433,0.00027603025,0.00004167136,0.0003640734,0.00024190795,0.00022643896,0.000082095365,0.00036890546],"category_scores_gemma":[0.00006698013,0.00019574085,0.000046712506,0.00019368491,0.00076333754,0.0005558268,0.0006185297,0.00018926205,0.000099704695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049608694,0.002133417,0.3694283,0.0049727997,0.00067925896,0.00045698744,0.0039425967,0.019676846,0.005882387,0.29652476,0.008357995,0.28298375],"study_design_scores_gemma":[0.008639389,0.000077639765,0.67663956,0.00011961742,0.00048623144,0.000028541255,0.0033214027,0.014072947,0.000102995364,0.025841262,0.2692125,0.0014579351],"about_ca_topic_score_codex":0.00037726402,"about_ca_topic_score_gemma":0.00000963454,"teacher_disagreement_score":0.30721122,"about_ca_system_score_codex":0.000029080164,"about_ca_system_score_gemma":0.0000080305235,"threshold_uncertainty_score":0.79820806},"labels":[],"label_agreement":null},{"id":"W3081140511","doi":"10.1002/bse.2624","title":"Sustainable product disposal: Consumer redistributing behaviors versus hoarding and throwing away","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; McGill University","funders":"","keywords":"Business; Redistribution (election); Marketing; Product (mathematics)","score_opus":0.015012213094077798,"score_gpt":0.20623693355951808,"score_spread":0.19122472046544028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081140511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98682684,0.0012774478,0.00035762545,0.0088796215,0.00016446537,0.0009673493,0.000005033651,0.00011209738,0.0014095255],"genre_scores_gemma":[0.99862766,0.00018895642,0.0000500503,0.0003793087,0.0004524691,0.000072677816,0.000042757427,0.00004662355,0.00013951433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998056,0.00003919948,0.00036130514,0.000643777,0.00032743064,0.00057226745],"domain_scores_gemma":[0.9992867,0.00010305159,0.0002066961,0.00031668326,0.000041534073,0.000045327313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000559077,0.00037062078,0.0003668501,0.000050122013,0.000782375,0.00044889207,0.00023275027,0.00008012049,0.00011057274],"category_scores_gemma":[0.0002393838,0.00028328027,0.000058281214,0.00034065938,0.0009406428,0.00114219,0.0007836313,0.00024893976,0.000032884684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00669774,0.0010191835,0.5414791,0.006394334,0.00065846817,0.00069110654,0.0025258411,0.015786393,0.0051577464,0.37248093,0.0013329021,0.045776278],"study_design_scores_gemma":[0.014324765,0.00007188807,0.8699059,0.00012090368,0.0011729912,0.000024336852,0.018993579,0.0035583936,0.0004113327,0.0043470124,0.08513353,0.0019353594],"about_ca_topic_score_codex":0.0006411028,"about_ca_topic_score_gemma":0.000004609587,"teacher_disagreement_score":0.3681339,"about_ca_system_score_codex":0.00009292974,"about_ca_system_score_gemma":0.000019593741,"threshold_uncertainty_score":0.9999619},"labels":[],"label_agreement":null},{"id":"W3097781576","doi":"10.1002/bse.2657","title":"Financial materiality in the informativeness of sustainability reporting","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Materiality (auditing); Accounting; Business; Corporate governance; Sustainability reporting; Stock (firearms); Sustainability; Stock price; Corporate social responsibility; Finance; Public relations","score_opus":0.02989396691979458,"score_gpt":0.23470538877228742,"score_spread":0.20481142185249285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097781576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919457,0.000036335343,0.0006611066,0.005248533,0.00004150443,0.00063574716,0.0000011427817,0.000014939723,0.001415016],"genre_scores_gemma":[0.99910724,0.0000074718278,0.0000099797535,0.0006559742,0.00015908464,0.00003732938,0.000006682585,0.000006386095,0.000009832428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99821913,0.00008762324,0.0010473835,0.00019931277,0.0002602693,0.0001862567],"domain_scores_gemma":[0.99813473,0.000109331246,0.0014376529,0.0002327344,0.000078786186,0.0000067520677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033299555,0.00013865273,0.0003041386,0.000028039658,0.0001779575,0.00012299485,0.00019459208,0.00005331973,0.000036421145],"category_scores_gemma":[0.0027464475,0.0000820943,0.000055755747,0.000388759,0.00039638218,0.00044655812,0.0002022103,0.00013555965,0.000004009306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045508137,0.00054304156,0.40442482,0.0048606694,0.00006271116,0.00019272623,0.009932394,0.013427093,0.0013987648,0.4635126,0.00007872542,0.09701564],"study_design_scores_gemma":[0.0010750733,0.000009932288,0.9304355,0.000022891618,0.000038869755,0.000003070245,0.004502219,0.00095156266,0.00006907547,0.058008052,0.0047102855,0.00017350781],"about_ca_topic_score_codex":0.0008768207,"about_ca_topic_score_gemma":0.000030297864,"teacher_disagreement_score":0.52601063,"about_ca_system_score_codex":0.000030666266,"about_ca_system_score_gemma":0.00008266009,"threshold_uncertainty_score":0.33477083},"labels":[],"label_agreement":null},{"id":"W3111887826","doi":"10.1002/bse.2704","title":"Environmental responsibility and disclosures by SMEs: Issues, challenges, and future directions","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Engineering ethics; Environmental planning; Environmental resource management; Economics; Environmental science; Engineering","score_opus":0.011587932578595098,"score_gpt":0.19790607571939084,"score_spread":0.18631814314079576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111887826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8546052,0.073769026,0.000033305812,0.0692361,0.00010803474,0.0009046358,0.00003375726,0.00008883769,0.001221083],"genre_scores_gemma":[0.95377886,0.044122897,0.00003843264,0.0010826404,0.00066514086,0.00007371223,0.00004222262,0.000038849572,0.00015724105],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982878,0.00007941741,0.00031421508,0.0007068447,0.0002903351,0.00032141226],"domain_scores_gemma":[0.9993748,0.0000829844,0.00014628092,0.0003305527,0.000007442414,0.000057945566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040207393,0.0003850816,0.00035766885,0.000040838364,0.00049613393,0.00019974752,0.00016891703,0.00013094339,0.0001977842],"category_scores_gemma":[0.000039654464,0.00027961703,0.00004257628,0.00011424786,0.0012585197,0.00072023954,0.0005150813,0.00022376147,0.000027788954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048853457,0.0023515418,0.1335776,0.0037152453,0.00065751665,0.00012278877,0.0067074285,0.0004022829,0.004404843,0.15909907,0.0032321932,0.6808441],"study_design_scores_gemma":[0.0014794908,0.000021967498,0.5972593,0.000011206276,0.00010648332,0.000008928329,0.0023258042,0.00024088095,0.000013932921,0.0039853463,0.39419568,0.00035099787],"about_ca_topic_score_codex":0.00019219602,"about_ca_topic_score_gemma":0.0000130931,"teacher_disagreement_score":0.6804931,"about_ca_system_score_codex":0.000046709258,"about_ca_system_score_gemma":0.000006306385,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W3116687989","doi":"10.1002/bse.2711","title":"Do financial penalties for environmental violations facilitate improvements in corporate environmental performance? An empirical investigation","year":2020,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Receipt; Business; Government (linguistics); Environmental management system; Point (geometry); Environmental policy; Empirical research; Environmental impact assessment; Accounting; Environmental economics; Economics","score_opus":0.041510904761567324,"score_gpt":0.21428661066271523,"score_spread":0.1727757059011479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116687989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443084,0.00017002334,0.00060841005,0.002710789,0.00008833419,0.0017194394,0.00007652413,0.000041501182,0.00015411995],"genre_scores_gemma":[0.9961792,0.00016830864,0.00014405444,0.0021907662,0.0003199459,0.00040508137,0.000431366,0.000045593326,0.00011568799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771476,0.00006349562,0.0006148785,0.0007276933,0.00039348754,0.00048569613],"domain_scores_gemma":[0.9991543,0.00007096718,0.0003711169,0.0003289767,0.00000874211,0.00006584806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054310483,0.00044720684,0.00039113904,0.0001060988,0.0005171551,0.00022117728,0.0003219428,0.00014435676,0.00024377923],"category_scores_gemma":[0.000051216797,0.00036412128,0.00008005641,0.0002128364,0.0009723851,0.0017121386,0.0003277539,0.00024384259,0.00009183572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018348437,0.0007287062,0.9396055,0.0005445119,0.000050866056,0.00001359257,0.001272956,0.023945214,0.0050661145,0.0031816128,0.00014676419,0.02360932],"study_design_scores_gemma":[0.0043731933,0.00009299736,0.956976,0.000019619489,0.00007920154,0.0000023488403,0.0009187093,0.02601942,0.0001045561,0.0048831506,0.006018493,0.00051231374],"about_ca_topic_score_codex":0.00012339477,"about_ca_topic_score_gemma":0.000015576197,"teacher_disagreement_score":0.023097007,"about_ca_system_score_codex":0.00018566281,"about_ca_system_score_gemma":0.000034538938,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W3121106607","doi":"10.1002/bse.2686","title":"Traders as sustainability governance actors in global food supply chains: A research agenda","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Corporate governance; Sustainability; Business; Stakeholder; Supply chain; Politics; Stakeholder engagement; Work (physics); Industrial organization; Economic system; Economics; Marketing; Public relations; Political science; Management; Finance","score_opus":0.03520954654885023,"score_gpt":0.28364866228872887,"score_spread":0.24843911573987865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121106607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97380424,0.0016478369,0.000027663697,0.011622081,0.00013558143,0.00072790706,0.000019860892,0.00003260628,0.011982252],"genre_scores_gemma":[0.99831885,0.0005152643,0.0000048401957,0.0005088105,0.00024888612,0.000053863863,0.000022113867,0.000016930275,0.00031043205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99756044,0.00019757345,0.00035196764,0.0005524301,0.0005885231,0.0007490445],"domain_scores_gemma":[0.9991657,0.0001120978,0.00011253801,0.00041400152,0.00015885434,0.000036781978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013330963,0.00027402132,0.0003428671,0.00004512533,0.0004593864,0.00040762493,0.00029917643,0.00014742266,0.00014458642],"category_scores_gemma":[0.0006972538,0.00021431492,0.00010448005,0.0009790665,0.00092474784,0.00066479493,0.00029060268,0.0003377528,0.00002025879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060969486,0.0011215933,0.110355355,0.00082427746,0.000106530395,0.00028141562,0.0016095543,0.0022997488,0.00001247362,0.8689628,0.00028401418,0.013532525],"study_design_scores_gemma":[0.002246672,0.000029613282,0.7611428,0.000034487734,0.000038868704,0.000005454424,0.030727653,0.00017294576,0.000008823983,0.19535618,0.009945111,0.00029141735],"about_ca_topic_score_codex":0.007015252,"about_ca_topic_score_gemma":0.0009144333,"teacher_disagreement_score":0.67360663,"about_ca_system_score_codex":0.0006205875,"about_ca_system_score_gemma":0.00026572307,"threshold_uncertainty_score":0.99959713},"labels":[],"label_agreement":null},{"id":"W3122201188","doi":"10.1002/bse.1864","title":"Two are Better Than One: The Link Between Management Systems and Business Performance","year":2014,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Organisation de Coopération et de Développement Économiques; Innovation, Science and Economic Development Canada; U.S. Environmental Protection Agency","keywords":"Operationalization; Complementarity (molecular biology); Business; Process management; Sample (material); Marketing; Quality management system; Strategic management; Industrial organization; Operations management; Knowledge management; Quality management; Computer science; Economics; Service (business)","score_opus":0.010389314043280444,"score_gpt":0.1869548573592344,"score_spread":0.17656554331595395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122201188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582556,0.003051944,0.028134733,0.002738332,0.00028479795,0.0009918897,0.0000057324523,0.00013105672,0.006405935],"genre_scores_gemma":[0.9971636,0.0017649946,0.00009632773,0.000047075602,0.00041871876,0.00011029726,0.000006708331,0.000028187525,0.00036407678],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99904937,0.000072039016,0.00019727343,0.00020801526,0.00019838945,0.00027488754],"domain_scores_gemma":[0.99947476,0.00008184888,0.00005715035,0.0003268404,0.000013913825,0.000045476438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043809638,0.00021938876,0.00022677684,0.000037362257,0.0002688015,0.0001644315,0.00017368169,0.000049585324,0.000008833963],"category_scores_gemma":[0.0000025255397,0.00012999406,0.000019214858,0.000116938994,0.00018681005,0.0001074937,0.000100773424,0.00014277945,0.000011147291],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010183061,0.000060868202,0.055654284,0.003070975,0.00080204965,0.00002329171,0.00044265672,0.5318737,0.00013404158,0.055225007,0.00024411416,0.35236716],"study_design_scores_gemma":[0.0021965217,0.000023542725,0.93695873,0.00022764462,0.00022970543,0.000010458413,0.0005848532,0.03161271,0.000060690538,0.0017702645,0.025896588,0.00042829927],"about_ca_topic_score_codex":0.000034952544,"about_ca_topic_score_gemma":8.250524e-7,"teacher_disagreement_score":0.88130444,"about_ca_system_score_codex":0.000037778605,"about_ca_system_score_gemma":0.000004178233,"threshold_uncertainty_score":0.5301004},"labels":[],"label_agreement":null},{"id":"W3133515232","doi":"10.1002/bse.2698","title":"<scp>The Arctic Environmental Responsibility Index</scp>: A method to rank heterogenous extractive industry companies for governance purposes","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Norges Forskningsråd","keywords":"Arctic; Index (typography); Ranking (information retrieval); Business; Corporate governance; Corporate social responsibility; Petroleum industry; The arctic; Rank (graph theory); Accounting; Environmental science; Environmental engineering; Finance; Political science; Ecology; Mathematics; Oceanography","score_opus":0.018834157699196337,"score_gpt":0.2747578298552815,"score_spread":0.2559236721560852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133515232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879144,0.00075293396,0.0059468113,0.0020026925,0.00013515964,0.0015445317,0.00015328899,0.000023242106,0.0015269782],"genre_scores_gemma":[0.9938309,0.00032611398,0.001277073,0.0010195692,0.000085074316,0.00037726483,0.000025853782,0.000039772793,0.0030183769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970578,0.00057824503,0.0004188742,0.0007406054,0.0006034694,0.0006010336],"domain_scores_gemma":[0.9980235,0.00092968217,0.00022930704,0.00059622683,0.000005583047,0.00021567593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009198314,0.00041792702,0.00042703378,0.000014742916,0.00088994624,0.00014704463,0.0004016448,0.00023139597,0.00044549702],"category_scores_gemma":[0.00013231434,0.00028067324,0.00015162137,0.00019455512,0.0010674414,0.00031716752,0.00062734383,0.00048834976,0.00011126675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003928204,0.008235704,0.48989406,0.00032910812,0.00198119,0.00034059427,0.020492628,0.19023502,0.1403271,0.012035078,0.0025425176,0.12965877],"study_design_scores_gemma":[0.0022498695,0.00012674154,0.96535504,0.000023691431,0.00014290617,0.00007108343,0.0027537076,0.00046930238,0.003774185,0.006156328,0.018627906,0.00024926284],"about_ca_topic_score_codex":0.00039299467,"about_ca_topic_score_gemma":0.00008325061,"teacher_disagreement_score":0.47546095,"about_ca_system_score_codex":0.00048265615,"about_ca_system_score_gemma":0.000032654516,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W3135372100","doi":"10.1002/bse.2764","title":"Public organizations and biodiversity disclosure: Saving face to meet a legal obligation?","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; École Nationale d'Administration Publique","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Obligation; Transparency (behavior); Public relations; Stakeholder; Action (physics); Face (sociological concept); Business; Perception; Analogy; Affect (linguistics); Political science; Sociology; Law; Psychology; Social science","score_opus":0.023218245964660003,"score_gpt":0.200876230498261,"score_spread":0.177657984533601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135372100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761966,0.00016330628,0.0013130853,0.01946834,0.000080317644,0.00027582634,0.0000053864546,0.00004113244,0.0024560431],"genre_scores_gemma":[0.99870235,0.000035378078,0.0000681755,0.0006136251,0.0001124254,0.000009118713,0.000028679038,0.000009147187,0.0004211136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99904615,0.000034382218,0.0002166378,0.00031237074,0.00020755512,0.00018293002],"domain_scores_gemma":[0.9994193,0.00006595695,0.00015585683,0.0002043912,0.00012865312,0.000025875865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043003392,0.00013651799,0.00016344561,0.00005655886,0.00065761805,0.0006409155,0.0000902065,0.000047033132,0.0001176308],"category_scores_gemma":[0.0006029828,0.00010968465,0.000023557188,0.0007187229,0.00018503769,0.0006427202,0.00043246205,0.00006388289,0.000035986926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001781465,0.0003730656,0.41848585,0.00026925077,0.00019067757,0.0001492436,0.0009998041,0.0027832338,0.0057630977,0.55429786,0.00092797814,0.015581818],"study_design_scores_gemma":[0.001358433,0.0000064670116,0.9524279,0.000030098676,0.00016484005,0.000019426085,0.0036077641,0.0005931184,0.00012895823,0.017284635,0.023941385,0.00043697306],"about_ca_topic_score_codex":0.0003036616,"about_ca_topic_score_gemma":0.00031631714,"teacher_disagreement_score":0.53701323,"about_ca_system_score_codex":0.000033235552,"about_ca_system_score_gemma":0.000062806845,"threshold_uncertainty_score":0.61803627},"labels":[],"label_agreement":null},{"id":"W3156610810","doi":"10.1002/bse.2788","title":"Does quality management improve the internalization of environmental practices? An empirical study in Africa","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Standardization; Bureaucracy; Quality (philosophy); Business; Quality management; Environmental resource management; Sustainable development; Environmental quality; Quality management system; Accounting; Process management; Political science; Economics; Marketing","score_opus":0.042449413146188095,"score_gpt":0.2875500170198024,"score_spread":0.24510060387361426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156610810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855501,0.0003482425,0.0016960185,0.0021211256,0.0003256683,0.0014380787,0.0000059571844,0.000024489998,0.008490311],"genre_scores_gemma":[0.9982167,0.00024747918,0.000013985938,0.00033516198,0.00016130558,0.00011470069,0.000022292914,0.000015121054,0.0008732565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980076,0.00031938858,0.00057666627,0.0004234438,0.00043321602,0.00023967508],"domain_scores_gemma":[0.9986259,0.00009944939,0.00070311374,0.00054304424,0.000015768415,0.000012766555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021465165,0.00020485024,0.00028441712,0.00006974584,0.0001966984,0.0002245375,0.0002985902,0.000048508242,0.00020252909],"category_scores_gemma":[0.00004653518,0.00010186331,0.000050598668,0.00023652217,0.00024358142,0.0007236701,0.00045096845,0.00013463468,0.000023269886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021274,0.012951191,0.6343953,0.0020834103,0.0010638213,0.00024594716,0.007883083,0.0038139995,0.0013206111,0.30327755,0.00029662778,0.030541016],"study_design_scores_gemma":[0.0036253687,0.00003076012,0.9323365,0.000041089625,0.00025047062,0.0000015144904,0.03134344,0.0012326539,0.000029482673,0.010202991,0.020614302,0.00029144378],"about_ca_topic_score_codex":0.0006748382,"about_ca_topic_score_gemma":0.00028625623,"teacher_disagreement_score":0.29794115,"about_ca_system_score_codex":0.000038223217,"about_ca_system_score_gemma":0.000008009982,"threshold_uncertainty_score":0.41538653},"labels":[],"label_agreement":null},{"id":"W3160078090","doi":"10.1002/bse.2811","title":"Board interlocks, absorptive capacity, and environmental performance","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Calgary; Simon Fraser University; University of Guelph","funders":"","keywords":"Interlock; Absorptive capacity; Business; Facilitator; Resource (disambiguation); Resource dependence theory; Industrial organization; Computer science; Management; Engineering; Psychology; Economics; Mechanical engineering","score_opus":0.009218227040976574,"score_gpt":0.16907664083106558,"score_spread":0.159858413790089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160078090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993412,0.00092360284,0.0001761094,0.0018429222,0.0001344338,0.00037769883,0.000008229155,0.000038455768,0.003086529],"genre_scores_gemma":[0.9968028,0.0010665506,0.00007168446,0.00084434793,0.00024336073,0.00006505131,0.00005179441,0.0000344258,0.00081999786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841857,0.000039074836,0.00031507228,0.00053801696,0.0003151038,0.00037414668],"domain_scores_gemma":[0.99933106,0.00006427118,0.00015752588,0.00040223982,0.000016490067,0.000028413984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003156999,0.00034670514,0.00031876267,0.000059772407,0.00044948215,0.00027326163,0.00018912496,0.00010257448,0.0005023513],"category_scores_gemma":[0.000027735847,0.00026348693,0.000055308843,0.00015714024,0.0013078762,0.00083960214,0.0007345996,0.00022427434,0.00011527676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014073277,0.0021750026,0.7437304,0.002529249,0.0005931718,0.00030155192,0.0014796223,0.009582457,0.008532165,0.11912849,0.0006487757,0.10989176],"study_design_scores_gemma":[0.0028006346,0.000016299926,0.96108645,0.000057027926,0.00016110826,0.000059739315,0.0016751647,0.0028599529,0.00035396364,0.0053734807,0.024989516,0.000566648],"about_ca_topic_score_codex":0.00023527117,"about_ca_topic_score_gemma":0.000017928853,"teacher_disagreement_score":0.21735604,"about_ca_system_score_codex":0.00009446852,"about_ca_system_score_gemma":0.0000114750765,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W3160498824","doi":"10.1002/bse.2808","title":"How do small businesses pursue sustainability? The role of collective agency for integrating planned and emergent strategy making","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Wilfrid Laurier University; McGill University","funders":"","keywords":"Sustainability; CLARITY; Business; Futures studies; Craft; Agency (philosophy); Sustainability organizations; Theory of planned behavior; Social sustainability; Structuring; Public relations; Marketing; Process management; Economics; Management; Control (management); Sociology; Political science; Computer science","score_opus":0.012331111989993091,"score_gpt":0.20975656179483632,"score_spread":0.19742544980484322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160498824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773056,0.005890803,0.003390896,0.009159042,0.00018481979,0.002495577,0.000026017331,0.00004475829,0.0015024919],"genre_scores_gemma":[0.99812865,0.00031327392,0.0001638357,0.00016196481,0.00025450598,0.00036410725,0.000040596715,0.000045564266,0.0005274699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99798,0.00009704248,0.00048604285,0.0006379723,0.00030880692,0.0004901279],"domain_scores_gemma":[0.99836946,0.00033768348,0.0004330422,0.0005284354,0.00030947977,0.000021909866],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007498825,0.00043636694,0.0004931794,0.0000898483,0.000802603,0.0006195682,0.00032743957,0.00013319135,0.00007768011],"category_scores_gemma":[0.0005263526,0.00028108005,0.00011168809,0.00055034854,0.0010177798,0.00063303474,0.0005533055,0.00020492382,0.0000014943444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026137778,0.0015248554,0.09624756,0.005278387,0.0006536611,0.00007107553,0.002189637,0.020644687,0.0037085542,0.72170824,0.0001200842,0.1452395],"study_design_scores_gemma":[0.0050082696,0.00010877865,0.4824208,0.00024779642,0.000790537,0.000046821377,0.053553015,0.0071916464,0.0010896763,0.42181483,0.026510265,0.0012175525],"about_ca_topic_score_codex":0.00026310608,"about_ca_topic_score_gemma":0.00010959454,"teacher_disagreement_score":0.38617325,"about_ca_system_score_codex":0.00015861646,"about_ca_system_score_gemma":0.00012385422,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W3163381733","doi":"10.1002/bse.2806","title":"Corporate performance patterns of Canadian listed firms: Balancing financial and corporate social responsibility outcomes","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Corporate social responsibility; Business; Sample (material); Stakeholder; Accounting; Quarter (Canadian coin); Stakeholder theory; Cluster (spacecraft); Performance measurement; Finance; Marketing; Economics; Public relations; Management","score_opus":0.035672150248166425,"score_gpt":0.21247424377732804,"score_spread":0.17680209352916162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163381733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966503,0.00014163807,0.000038837097,0.0015609979,0.00014688633,0.00032558152,0.000019977799,0.0000234433,0.0010923618],"genre_scores_gemma":[0.9987151,0.000119161676,0.000026648784,0.0003725241,0.00015864774,0.000018195331,0.000043743,0.000020999812,0.000524977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982418,0.00009143094,0.0005932966,0.00043486853,0.00028610823,0.00035249002],"domain_scores_gemma":[0.99838,0.0001179803,0.0009945099,0.00030108722,0.00016817468,0.000038236525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012948568,0.00025914045,0.00047981914,0.00017903931,0.0005934616,0.00017917855,0.00012817534,0.00012773993,0.00010201487],"category_scores_gemma":[0.00045864415,0.00020547083,0.00007214521,0.00061217364,0.00042808132,0.00041764756,0.00023168218,0.00020020263,0.0000090967815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041344526,0.00007657881,0.9675667,0.00039024744,0.00004714364,0.00009505184,0.00022462604,0.0001905608,0.0006142895,0.019872624,0.00002347192,0.010485252],"study_design_scores_gemma":[0.0010782597,0.000006955681,0.99041194,0.000041031442,0.00007647528,0.0000072724824,0.00032146488,0.0005125848,0.0000950692,0.0063091414,0.00091127586,0.00022855011],"about_ca_topic_score_codex":0.0207267,"about_ca_topic_score_gemma":0.022469217,"teacher_disagreement_score":0.022845212,"about_ca_system_score_codex":0.00006702925,"about_ca_system_score_gemma":0.00033454233,"threshold_uncertainty_score":0.9953682},"labels":[],"label_agreement":null},{"id":"W3193967698","doi":"10.1002/bse.2875","title":"Green intellectual capital and environmental management accounting: Natural resource orchestration in favor of environmental performance","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":285,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Orchestration; Intellectual capital; Environmental accounting; Natural capital; Business; Accounting; Natural resource; Environmental economics; Environmental resource management; Industrial organization; Economics; Finance; Ecology; Ecosystem services","score_opus":0.005957828687692335,"score_gpt":0.16627359008274942,"score_spread":0.16031576139505707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193967698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608123,0.0014477773,0.000043955344,0.00056872977,0.00007054142,0.00059090235,0.000010795862,0.000019739005,0.0011663289],"genre_scores_gemma":[0.9976757,0.0010371733,0.00007333576,0.00024440393,0.000122067,0.00005820834,0.0001463084,0.000037040314,0.0006057606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979101,0.00005952778,0.000553937,0.00060751574,0.00045773457,0.0004112014],"domain_scores_gemma":[0.9992147,0.00011165321,0.00024308576,0.0004000224,0.000007033614,0.00002347533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047584707,0.00038877304,0.00038394096,0.00015194782,0.00025681235,0.00013089413,0.00023878146,0.000112450885,0.00024804473],"category_scores_gemma":[0.000025489051,0.00032386967,0.000062991065,0.0002461876,0.0011182782,0.0008502324,0.00075113506,0.00027602023,0.000030469015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029809643,0.003923343,0.7061351,0.0042830957,0.00056390144,0.00045188924,0.0045092194,0.0130414115,0.018693844,0.028157962,0.00011662413,0.21714266],"study_design_scores_gemma":[0.0031634844,0.000020059184,0.98090327,0.00007218354,0.00012330241,0.000042663414,0.006437024,0.0038626902,0.00040578342,0.0011239296,0.0033752525,0.0004703488],"about_ca_topic_score_codex":0.00016060068,"about_ca_topic_score_gemma":0.000024769159,"teacher_disagreement_score":0.27476817,"about_ca_system_score_codex":0.00015204845,"about_ca_system_score_gemma":0.000011940293,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W4205338496","doi":"10.1002/bse.2969","title":"Is there a trade‐off between environmental performance and financial sustainability in microfinance institutions? Evidence from South and Southeast Asia","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Microfinance; Sustainability; Business; Dimension (graph theory); Panel data; Finance; Economics; Financial system; Economic growth; Ecology","score_opus":0.016579994807136022,"score_gpt":0.20344807847312396,"score_spread":0.18686808366598795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205338496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894566,0.0035099764,0.00010090671,0.0056802677,0.000055355253,0.0009912123,0.00007322661,0.000021237794,0.00011121415],"genre_scores_gemma":[0.99844146,0.0007274925,0.000025860823,0.00027347042,0.00013015195,0.00023686077,0.000038959268,0.000025571255,0.00010017766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979614,0.00009526844,0.0004314413,0.00072882895,0.00036005466,0.0004229945],"domain_scores_gemma":[0.99923056,0.00010870312,0.00021999548,0.00040430776,0.000006824066,0.00002961905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070137595,0.00037543854,0.00039316327,0.00010272931,0.0009937963,0.00016875613,0.00029147885,0.00009460109,0.0002465275],"category_scores_gemma":[0.00005549919,0.00031502382,0.00004661765,0.0002663708,0.0014745651,0.0009469034,0.0010065094,0.00040387933,0.000009761307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036332608,0.00017982781,0.979945,0.00024214105,0.000018025436,0.000021359412,0.000913717,0.0016687165,0.00008195922,0.0016512926,0.00001671396,0.014897889],"study_design_scores_gemma":[0.0017262268,0.00002285007,0.9837501,0.000047350095,0.00007654394,0.000007159245,0.0041699563,0.0007363395,0.000016872431,0.0024856497,0.006594874,0.00036609417],"about_ca_topic_score_codex":0.00084520824,"about_ca_topic_score_gemma":0.000015323245,"teacher_disagreement_score":0.014531795,"about_ca_system_score_codex":0.00027787205,"about_ca_system_score_gemma":0.000051848492,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null},{"id":"W4212827160","doi":"10.1002/bse.3017","title":"Comparing the uncomparable? An investigation of car manufacturers' climate performance","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique; Université Laval","funders":"","keywords":"Comparability; Sustainability; Ranking (information retrieval); Scope (computer science); Reliability (semiconductor); Performance measurement; Set (abstract data type); Contextualization; Business; Computer science; Environmental economics; Management science; Risk analysis (engineering); Marketing; Economics; Mathematics; Artificial intelligence","score_opus":0.01569777927163322,"score_gpt":0.18778280085068197,"score_spread":0.17208502157904876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212827160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709904,0.00018600393,0.000042843825,0.0011270047,0.0001273155,0.0005347445,0.0000035772016,0.000027153896,0.0008523142],"genre_scores_gemma":[0.9990773,0.00007817949,0.000018079118,0.00044874192,0.00011810513,0.00012780243,0.000055353543,0.000020446125,0.000055977307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863005,0.0000849167,0.00032585088,0.00028536943,0.0003941472,0.00027965507],"domain_scores_gemma":[0.99917215,0.00005496517,0.00029413737,0.0004484156,0.00001735059,0.000012998931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097598735,0.00021099017,0.00024655752,0.000060172257,0.001121792,0.00010815192,0.00042085492,0.000031027947,0.00025317568],"category_scores_gemma":[0.0000065186523,0.00013418995,0.000040755327,0.00024581022,0.00078484195,0.00065159186,0.0006360738,0.00022381642,0.000013998121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039528747,0.00015386775,0.5781871,0.00038932735,0.000039915158,0.0000034392767,0.0004793102,0.38803855,0.00032543167,0.030447662,0.000047895664,0.0014921895],"study_design_scores_gemma":[0.0011370989,0.000016373817,0.9758442,0.000011227579,0.000088066285,0.000006432649,0.0023004143,0.013990205,0.00008260746,0.0035799341,0.002738176,0.00020526219],"about_ca_topic_score_codex":0.00071404735,"about_ca_topic_score_gemma":0.00001616282,"teacher_disagreement_score":0.39765707,"about_ca_system_score_codex":0.00008356797,"about_ca_system_score_gemma":0.000012263276,"threshold_uncertainty_score":0.8628031},"labels":[],"label_agreement":null},{"id":"W4214603688","doi":"10.1002/bse.3021","title":"Legitimizing unsustainable practices: The institutional logics of pro‐pesticide organizations","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique; Université Laval","funders":"","keywords":"Interdependence; Sustainability; Institutionalisation; Set (abstract data type); Opposition (politics); Business; Public relations; Sociology; Political science; Social science; Computer science","score_opus":0.02949034113908478,"score_gpt":0.21868422749052946,"score_spread":0.18919388635144468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214603688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6406353,0.0057078195,0.035642263,0.096496284,0.001060203,0.0044664564,0.000025307832,0.00021882495,0.21574755],"genre_scores_gemma":[0.99836373,0.00008150329,0.000040025716,0.00052573014,0.000116888485,0.000094397845,0.000016910764,0.000007218208,0.0007535656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933165,0.00002813556,0.00016985416,0.00013156874,0.00022202625,0.00011677742],"domain_scores_gemma":[0.9993642,0.000065994114,0.0003475794,0.00015056788,0.00006789939,0.0000037586128],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003342231,0.00009220387,0.0001070777,0.00003446075,0.0014582375,0.00008694942,0.00016544439,0.000012569468,0.00030985658],"category_scores_gemma":[0.000108752254,0.000054184595,0.000019077073,0.00038950154,0.00038130625,0.00029828033,0.00031353266,0.00009396909,0.000009057173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005312479,0.00008678575,0.0030841392,0.000058153222,0.000034143006,0.0000037052089,0.000103433566,0.25902104,0.000023843146,0.73662376,0.00019209857,0.0007157642],"study_design_scores_gemma":[0.0029994675,0.000026690828,0.38468227,0.000035133427,0.00033615666,0.00003873546,0.017856907,0.031873055,0.00001979958,0.101138316,0.4605429,0.00045060276],"about_ca_topic_score_codex":0.00019056296,"about_ca_topic_score_gemma":0.000005752382,"teacher_disagreement_score":0.6354855,"about_ca_system_score_codex":0.000024702342,"about_ca_system_score_gemma":0.0000377449,"threshold_uncertainty_score":0.99984175},"labels":[],"label_agreement":null},{"id":"W4214893244","doi":"10.1002/bse.3025","title":"What motivates environmental and social sustainability in family firms? A cross‐cultural survey","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioemotional selectivity theory; Sustainability; Collectivism; Vision; Social psychology; Marketing; Business; Economics; Public economics; Psychology; Sociology; Individualism; Developmental psychology","score_opus":0.017000869917389506,"score_gpt":0.22540754897131995,"score_spread":0.20840667905393045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214893244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632096,0.0012603246,0.000006318621,0.0015150255,0.0002102166,0.00043163673,0.0000115416615,0.000021720687,0.00022225366],"genre_scores_gemma":[0.998103,0.0005166723,0.0000019251509,0.00067567435,0.00012871841,0.00013447329,0.00016916133,0.000020290687,0.00025005796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846095,0.00009360076,0.00032341375,0.0004260946,0.00033806433,0.0003579017],"domain_scores_gemma":[0.99956286,0.000070275455,0.00015546374,0.00017846364,0.000021574446,0.000011343852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009802633,0.00026751324,0.00028990427,0.00009839277,0.0011609057,0.0006640785,0.00021987746,0.00006445399,0.0002210884],"category_scores_gemma":[0.00001832015,0.00018861005,0.000041828935,0.00022289235,0.0007234114,0.0024202722,0.00075674476,0.0002660473,0.0000134580205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015455987,0.00053514645,0.964599,0.00032782945,0.000038708033,0.000037657956,0.0009489326,0.01032641,0.00045564616,0.0035189555,0.00026250337,0.017403595],"study_design_scores_gemma":[0.0022441307,0.000009446363,0.9821243,0.0000089712685,0.0000166518,0.0000032571927,0.0060755126,0.0017973204,0.0000028982136,0.002146732,0.0053118886,0.00025884892],"about_ca_topic_score_codex":0.0015620525,"about_ca_topic_score_gemma":0.000046627087,"teacher_disagreement_score":0.017525325,"about_ca_system_score_codex":0.00011693165,"about_ca_system_score_gemma":0.000018163242,"threshold_uncertainty_score":0.8928865},"labels":[],"label_agreement":null},{"id":"W4220687693","doi":"10.1002/bse.3051","title":"Climate change exposure and internal carbon pricing adoption","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Climate change; Greenhouse gas; Context (archaeology); Carbon footprint; Business; Moderation; Sample (material); Global warming; Natural resource economics; Environmental resource management; Economics","score_opus":0.022383469485432673,"score_gpt":0.175620262407833,"score_spread":0.1532367929224003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220687693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831505,0.005371668,0.00017608746,0.0007830317,0.00019494095,0.00026625275,0.000042970823,0.000014873543,0.009999718],"genre_scores_gemma":[0.9943678,0.0047797756,0.000044444503,0.00018409884,0.00008766467,0.00019538855,0.000013244952,0.0000225191,0.00030507456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99898756,0.00003943231,0.00033235818,0.00037259443,0.000039542814,0.00022849956],"domain_scores_gemma":[0.9994503,0.000021936701,0.00025748424,0.00022569651,0.0000012159888,0.00004335135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576024,0.0001550236,0.00024693445,0.000069142145,0.0002747001,0.000045778586,0.00012571694,0.000039821363,0.00023623084],"category_scores_gemma":[0.000004471604,0.00014832802,0.00003239113,0.000052792373,0.00015697503,0.0001262154,0.00031830583,0.00015679248,0.000016546006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000219472,0.00023510892,0.19355616,0.000090910544,0.00012054357,0.00001873255,0.0016305539,0.012128132,0.0001296339,0.77905023,0.000015089295,0.012805413],"study_design_scores_gemma":[0.0029917895,0.00012760899,0.9598513,0.0000150000815,0.000027897982,0.000041860425,0.0006475622,0.007959596,0.000026161053,0.019191345,0.008689693,0.000430139],"about_ca_topic_score_codex":0.00028355903,"about_ca_topic_score_gemma":0.0000050774825,"teacher_disagreement_score":0.7662952,"about_ca_system_score_codex":0.00010282713,"about_ca_system_score_gemma":0.0000020990417,"threshold_uncertainty_score":0.6048641},"labels":[],"label_agreement":null},{"id":"W4221054813","doi":"10.1002/bse.3061","title":"Environmentally sustainable development initiatives in upstream strategic outsourcing relationships: Examining the role of innovative capabilities","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Outsourcing; Upstream (networking); Business; Industrial organization; Structural equation modeling; Resource dependence theory; Resource (disambiguation); Sustainable development; Empirical research; Knowledge management; Dynamic capabilities; Resource-based view; Process management; Marketing; Computer science; Economics; Competitive advantage; Management; Ecology","score_opus":0.01814720757075086,"score_gpt":0.18550128068567961,"score_spread":0.16735407311492875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221054813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658422,0.00070494984,0.00019142206,0.00061225414,0.000039550097,0.0011476232,0.000002429511,0.000025659152,0.031433925],"genre_scores_gemma":[0.99833566,0.000033166252,0.000058258072,0.0001530854,0.000056557346,0.0006138188,0.000039685954,0.000029020555,0.00068072847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979928,0.00021039642,0.00054999295,0.00036607325,0.00045063012,0.0004300975],"domain_scores_gemma":[0.99892366,0.0002944365,0.00040008422,0.0003304661,0.000041655592,0.000009722806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022044403,0.0002734859,0.00027965516,0.00027932826,0.0011238086,0.00014104872,0.0003805413,0.0000392289,0.00034927466],"category_scores_gemma":[0.00006791167,0.00019281807,0.000029610443,0.00081007683,0.0005547105,0.00060147204,0.0009925233,0.00037560822,0.000007921887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002892864,0.00036755519,0.1309149,0.00028462696,0.00013666083,0.000037690163,0.009154288,0.18326655,0.0000872437,0.67287016,0.00001015054,0.002580913],"study_design_scores_gemma":[0.0015177978,0.000021907013,0.3279335,0.000022624776,0.000038972532,0.0000025218512,0.60661066,0.0017363351,0.000071035116,0.05590937,0.005837203,0.00029808207],"about_ca_topic_score_codex":0.00076417037,"about_ca_topic_score_gemma":0.00003319046,"teacher_disagreement_score":0.61696076,"about_ca_system_score_codex":0.00027078873,"about_ca_system_score_gemma":0.000071146605,"threshold_uncertainty_score":0.864354},"labels":[],"label_agreement":null},{"id":"W4221105589","doi":"10.1002/bse.3029","title":"Blockchain technologies as enablers of supply chain mapping for sustainable supply chains","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":221,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Supply chain; Traceability; Blockchain; Sustainability; Accountability; Business; Supply chain management; Process management; Computer science; Marketing","score_opus":0.009220801849037003,"score_gpt":0.18278879164291084,"score_spread":0.17356798979387383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221105589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89180034,0.0046802466,0.011437446,0.047191646,0.0005816281,0.013076747,0.000053937965,0.0008351773,0.030342815],"genre_scores_gemma":[0.9880143,0.00014388103,0.00012152163,0.00056958693,0.00014364943,0.0017484905,0.000064647786,0.000058401878,0.009135568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760866,0.000053926782,0.00048934255,0.00056031154,0.0004908498,0.0007968844],"domain_scores_gemma":[0.99872243,0.00016819099,0.00041980535,0.00057403115,0.000100532845,0.00001500422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017695521,0.00037631387,0.00046070715,0.00051666715,0.0012092222,0.00019139226,0.0006816123,0.00008011902,0.00040092572],"category_scores_gemma":[0.00016561929,0.0003095213,0.00012556658,0.0008275957,0.0005492176,0.00031662823,0.0015392837,0.00023554292,0.0000102027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005209024,0.0002570444,0.0018068615,0.001152794,0.00016217049,0.000077414705,0.0003659152,0.057424657,0.00018863987,0.9304819,0.0014844307,0.0060772835],"study_design_scores_gemma":[0.0093094725,0.00014635021,0.007658617,0.00006651648,0.00031483278,0.000019062094,0.27007374,0.028001092,0.00027774868,0.22372891,0.45924705,0.0011565934],"about_ca_topic_score_codex":0.0015674098,"about_ca_topic_score_gemma":0.00001067096,"teacher_disagreement_score":0.70675296,"about_ca_system_score_codex":0.00018173183,"about_ca_system_score_gemma":0.000055394117,"threshold_uncertainty_score":0.9999357},"labels":[],"label_agreement":null},{"id":"W4223611660","doi":"10.1002/bse.3088","title":"Are firms with better sustainability performance more resilient during crises?","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Profitability index; Business; Sustainability organizations; Contingency; Financial crisis; Social sustainability; Finance; Economics; Macroeconomics","score_opus":0.012573596053419053,"score_gpt":0.20516650260980906,"score_spread":0.19259290655639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223611660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947646,0.00010952196,0.000032228832,0.0034040203,0.000059514456,0.0006130716,0.0000021860958,0.000049279053,0.00096558005],"genre_scores_gemma":[0.99838865,0.000011890326,0.00000801169,0.00042550254,0.00016445333,0.00018511634,0.000009064564,0.000024602055,0.00078268844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843204,0.000048199683,0.0003125362,0.00041583486,0.00046518134,0.00032621564],"domain_scores_gemma":[0.9989199,0.000043558266,0.0005461345,0.00040753244,0.000067811816,0.000015047652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00075535115,0.00021216039,0.00023837296,0.000067165085,0.0013323583,0.00015927527,0.00019161259,0.000031042782,0.00026535208],"category_scores_gemma":[0.000086772525,0.00014563405,0.000046853467,0.00034633945,0.00040515483,0.00042113147,0.0005626706,0.00025559514,0.0000112607295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00281667,0.0003254518,0.9226792,0.0007977741,0.00007056281,0.00022850597,0.00036316548,0.062878594,0.000115089824,0.0027943049,0.00007668677,0.0068540056],"study_design_scores_gemma":[0.001189061,0.0000113004535,0.9871196,0.000014510916,0.000057101217,0.000013675118,0.0037775836,0.0009756629,0.000016847229,0.0025133535,0.0040772795,0.00023399136],"about_ca_topic_score_codex":0.00026296027,"about_ca_topic_score_gemma":0.000020193796,"teacher_disagreement_score":0.064440444,"about_ca_system_score_codex":0.00017914952,"about_ca_system_score_gemma":0.00004139846,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W4223938698","doi":"10.1002/bse.3060","title":"The influence of governance structure on the relationship between pay ratio and environmental and social performance","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Endogeneity; Corporate governance; Independence (probability theory); Business; Positive relationship; Sample (material); Accounting; Economics; Psychology; Econometrics; Social psychology; Statistics; Finance; Mathematics","score_opus":0.018362622545901753,"score_gpt":0.20051603274762084,"score_spread":0.18215341020171907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223938698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958659,0.00015900243,0.000004260741,0.0034385796,0.0000276812,0.0003339511,0.000016265161,0.0000064032597,0.00014796063],"genre_scores_gemma":[0.9994232,0.00007220239,0.0000015909769,0.00016378381,0.000106313324,0.00002998513,0.000011531068,0.00000977249,0.0001816377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901986,0.000076668286,0.0002587244,0.0001926015,0.00031394337,0.00013819456],"domain_scores_gemma":[0.9988682,0.00051743543,0.000433247,0.00016791235,0.000007293412,0.000005868324],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00079530955,0.0001290074,0.00013464667,0.000014189824,0.002088118,0.00011136975,0.00013890697,0.00003157772,0.000032730302],"category_scores_gemma":[0.00009782695,0.000065430955,0.00002159859,0.000098335324,0.0007257321,0.00021995079,0.00032308247,0.0002543861,0.000001590881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028251272,0.00002560053,0.88463724,0.00006418885,0.000032395175,0.0000017054896,0.00046312736,0.003086652,0.00047338978,0.10043947,0.000019222749,0.01047453],"study_design_scores_gemma":[0.00035315362,0.000009834697,0.98735726,0.0000056161816,0.00003467668,0.0000017628488,0.0007699721,0.00029864904,0.000010933291,0.0090808235,0.0019897067,0.00008758441],"about_ca_topic_score_codex":0.000075543074,"about_ca_topic_score_gemma":0.000009686146,"teacher_disagreement_score":0.102720074,"about_ca_system_score_codex":0.000034241482,"about_ca_system_score_gemma":0.000016331876,"threshold_uncertainty_score":0.999211},"labels":[],"label_agreement":null},{"id":"W4224269707","doi":"10.1002/bse.3083","title":"Market transformations as collaborative change: Institutional co‐evolution through small business entrepreneurship","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Entrepreneurship; Sustainability; Business; Norm (philosophy); Industrial organization; Face (sociological concept); Transformation (genetics); Economic system; Marketing; Economics; Sociology; Political science","score_opus":0.02552627250552718,"score_gpt":0.21551325665415147,"score_spread":0.1899869841486243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224269707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81162924,0.0072589563,0.0018830674,0.026862841,0.0012456588,0.0029933779,0.00018478828,0.00022246265,0.14771964],"genre_scores_gemma":[0.9956098,0.00111874,0.00002585043,0.0016459209,0.00035260568,0.00068766245,0.00012696734,0.000016324939,0.00041612063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985598,0.00007896444,0.00031031366,0.00036084568,0.0003852793,0.00030483375],"domain_scores_gemma":[0.9993894,0.00007274749,0.00021529746,0.0002266205,0.0000815928,0.0000143081315],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003949097,0.0002590141,0.00023967415,0.000084855026,0.001941755,0.0001992856,0.00026015632,0.00004451668,0.0013487597],"category_scores_gemma":[0.000037372713,0.00019495313,0.00005469265,0.0006750792,0.00052625226,0.0010476424,0.00023749979,0.00018224328,0.000075819815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012716871,0.0006237647,0.040565085,0.0003004663,0.00022940345,0.000040688486,0.0020676658,0.033665136,0.00008250289,0.9118491,0.001793827,0.0075106765],"study_design_scores_gemma":[0.004859069,0.000044745626,0.57073545,0.00006272321,0.0002893293,0.000040913437,0.007737976,0.0011632983,0.000024079267,0.045413673,0.368851,0.00077772833],"about_ca_topic_score_codex":0.001198106,"about_ca_topic_score_gemma":0.00006719306,"teacher_disagreement_score":0.8664354,"about_ca_system_score_codex":0.00007890645,"about_ca_system_score_gemma":0.00005016678,"threshold_uncertainty_score":0.9995642},"labels":[],"label_agreement":null},{"id":"W4231351683","doi":"10.1002/bse.2199","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.018323661699837204,"score_gpt":0.1750680668658937,"score_spread":0.1567444051660565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231351683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001644852,0.007912575,0.00047196588,0.0005750327,0.007086806,0.00039475123,0.00081135816,0.0000070417314,0.982576],"genre_scores_gemma":[0.0078174565,0.011474186,0.000017632568,0.00028844806,0.0001866514,0.000044515982,0.00019845257,0.000013318868,0.9799593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895394,0.000011499998,0.00047515307,0.0003064787,0.000035839937,0.00021709203],"domain_scores_gemma":[0.9991444,0.000032938802,0.0004298101,0.0003524466,0.000008369334,0.000032038253],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038182546,0.00022454436,0.0005067997,0.00009433602,0.0001749083,0.00019380216,0.00021516452,0.00015256857,0.044851366],"category_scores_gemma":[0.000010396185,0.00017692283,0.000074762436,0.00006257285,0.00031250995,0.00031753615,0.00017451856,0.00014837211,0.5115441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041895713,0.000024438543,0.00004298536,0.00013743828,0.00016616039,2.9155865e-7,0.00044172042,0.004559461,1.0901682e-7,0.09714081,0.8962384,0.0012062945],"study_design_scores_gemma":[0.00091765303,0.000008153283,0.00070657965,0.0000150807855,0.000012569327,9.3655444e-7,0.0002486386,0.00025790755,7.449803e-7,0.0014849614,0.9961187,0.00022804523],"about_ca_topic_score_codex":0.00021662128,"about_ca_topic_score_gemma":6.105191e-7,"teacher_disagreement_score":0.46669275,"about_ca_system_score_codex":0.000056992587,"about_ca_system_score_gemma":0.000014036476,"threshold_uncertainty_score":0.9560218},"labels":[],"label_agreement":null},{"id":"W4232667838","doi":"10.1002/bse.1993","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.019979180124439364,"score_gpt":0.18043039466595995,"score_spread":0.1604512145415206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232667838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002158275,0.0057595945,0.00048495186,0.00053856516,0.0055679,0.000298237,0.0007637669,0.00000839344,0.98636276],"genre_scores_gemma":[0.004885736,0.010749526,0.00003507453,0.00030364006,0.00043906985,0.00005635722,0.000183747,0.00001416523,0.9833327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989353,0.000012050282,0.00048602125,0.0003078511,0.00003499699,0.00022382478],"domain_scores_gemma":[0.9991656,0.00002543499,0.00042579888,0.0003325472,0.000011893045,0.000038722523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043739338,0.00022412663,0.00045372357,0.000093728646,0.0002724132,0.00020763012,0.00022403039,0.00015153205,0.06511929],"category_scores_gemma":[0.000014000251,0.00017579703,0.00006744245,0.000069243804,0.0006389016,0.0003056962,0.00018502875,0.00012064448,0.4226279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032581273,0.00001822029,0.000016419428,0.000060584833,0.000117480384,2.5243742e-7,0.00040715083,0.00037351798,6.2123966e-8,0.046376787,0.951775,0.0008219281],"study_design_scores_gemma":[0.0007604441,0.00001095806,0.000541999,0.000014219985,0.000014784169,0.0000011888663,0.00021927252,0.00015533387,0.0000012798029,0.002850662,0.99520856,0.00022130278],"about_ca_topic_score_codex":0.00021501209,"about_ca_topic_score_gemma":0.0000011790279,"teacher_disagreement_score":0.3575086,"about_ca_system_score_codex":0.00005391156,"about_ca_system_score_gemma":0.000012339748,"threshold_uncertainty_score":0.93573534},"labels":[],"label_agreement":null},{"id":"W4232905830","doi":"10.1002/bse.2203","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Epistemology; Management science; Computer science; Sociology; Economics; Philosophy","score_opus":0.011454605510447233,"score_gpt":0.2080232439778567,"score_spread":0.19656863846740946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232905830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049430197,0.0034358313,0.0119789345,0.0005011432,0.012417955,0.0014106656,0.000112617665,0.00013048918,0.96506935],"genre_scores_gemma":[0.17078982,0.03134766,0.00006461676,0.00053893094,0.0028292362,0.00029342296,0.0027961365,0.00011721964,0.79122293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993485,0.000037003996,0.00021609396,0.000095035124,0.00017807794,0.00012526664],"domain_scores_gemma":[0.99967444,0.00001924092,0.000058960566,0.00021055783,0.000010830811,0.000025952766],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014982982,0.0001957386,0.00019464707,0.00005043879,0.00007963247,0.000089390196,0.000091289556,0.00017523467,0.06794305],"category_scores_gemma":[0.0000023982998,0.00013859762,0.00003172291,0.000037762475,0.000093326715,0.00021415424,0.000025402576,0.00018820137,0.27200902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017967317,0.0000066924144,9.774914e-7,0.0002862464,0.00004397162,1.1712391e-7,0.0003368431,0.49775177,0.000030317447,0.000089851324,0.4902713,0.011163923],"study_design_scores_gemma":[0.00069388136,0.0000067595156,0.0017532383,0.00003197167,0.000028910952,0.000001416542,0.000089967296,0.009603223,0.000007568988,0.000053991625,0.98754054,0.00018855621],"about_ca_topic_score_codex":0.0000027134054,"about_ca_topic_score_gemma":6.14812e-7,"teacher_disagreement_score":0.4972692,"about_ca_system_score_codex":0.000056800574,"about_ca_system_score_gemma":0.000013698838,"threshold_uncertainty_score":0.93290895},"labels":[],"label_agreement":null},{"id":"W4235991389","doi":"10.1002/bse.1997","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.019979180124439364,"score_gpt":0.18043039466595995,"score_spread":0.1604512145415206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235991389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002158275,0.0057595945,0.00048495186,0.00053856516,0.0055679,0.000298237,0.0007637669,0.00000839344,0.98636276],"genre_scores_gemma":[0.004885736,0.010749526,0.00003507453,0.00030364006,0.00043906985,0.00005635722,0.000183747,0.00001416523,0.9833327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989353,0.000012050282,0.00048602125,0.0003078511,0.00003499699,0.00022382478],"domain_scores_gemma":[0.9991656,0.00002543499,0.00042579888,0.0003325472,0.000011893045,0.000038722523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043739338,0.00022412663,0.00045372357,0.000093728646,0.0002724132,0.00020763012,0.00022403039,0.00015153205,0.06511929],"category_scores_gemma":[0.000014000251,0.00017579703,0.00006744245,0.000069243804,0.0006389016,0.0003056962,0.00018502875,0.00012064448,0.4226279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032581273,0.00001822029,0.000016419428,0.000060584833,0.000117480384,2.5243742e-7,0.00040715083,0.00037351798,6.2123966e-8,0.046376787,0.951775,0.0008219281],"study_design_scores_gemma":[0.0007604441,0.00001095806,0.000541999,0.000014219985,0.000014784169,0.0000011888663,0.00021927252,0.00015533387,0.0000012798029,0.002850662,0.99520856,0.00022130278],"about_ca_topic_score_codex":0.00021501209,"about_ca_topic_score_gemma":0.0000011790279,"teacher_disagreement_score":0.3575086,"about_ca_system_score_codex":0.00005391156,"about_ca_system_score_gemma":0.000012339748,"threshold_uncertainty_score":0.93573534},"labels":[],"label_agreement":null},{"id":"W4237614080","doi":"10.1002/bse.2340","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Business; Epistemology; Philosophy","score_opus":0.014170217023944246,"score_gpt":0.2081101989145488,"score_spread":0.19393998189060455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237614080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002309635,0.0043025385,0.021221742,0.002489777,0.008350953,0.0014941669,0.00017126625,0.00025221464,0.9594077],"genre_scores_gemma":[0.3643799,0.10113064,0.00031029523,0.003251033,0.011962437,0.00096385414,0.008427227,0.0003317334,0.50924283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936277,0.000037778296,0.0002194955,0.00009650293,0.00017240252,0.00011105044],"domain_scores_gemma":[0.99973714,0.000014986478,0.00005367586,0.00014407616,0.000008853365,0.000041253148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009876162,0.00019331758,0.00019042149,0.000034370645,0.000095379175,0.000091222246,0.000090276844,0.0001449168,0.05497179],"category_scores_gemma":[0.0000037656062,0.00014002636,0.00003111814,0.00004710902,0.00010513192,0.00018361342,0.000027699663,0.00020485008,0.15509889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024190847,0.000006051938,4.4985146e-7,0.00028390277,0.00005200977,3.6884055e-7,0.00062022917,0.24207442,0.000041388175,0.00010000785,0.74164397,0.015153032],"study_design_scores_gemma":[0.0005770627,0.000007137022,0.00089975866,0.000021491613,0.0000358111,0.000001312266,0.000099811805,0.010773632,0.000009836807,0.000070478745,0.9873294,0.00017424209],"about_ca_topic_score_codex":0.0000019555644,"about_ca_topic_score_gemma":5.3193077e-7,"teacher_disagreement_score":0.45016485,"about_ca_system_score_codex":0.00004459016,"about_ca_system_score_gemma":0.00001230651,"threshold_uncertainty_score":0.9458921},"labels":[],"label_agreement":null},{"id":"W4238290887","doi":"10.1002/bse.1996","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.019979180124439364,"score_gpt":0.18043039466595995,"score_spread":0.1604512145415206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238290887","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002158275,0.0057595945,0.00048495186,0.00053856516,0.0055679,0.000298237,0.0007637669,0.00000839344,0.98636276],"genre_scores_gemma":[0.004885736,0.010749526,0.00003507453,0.00030364006,0.00043906985,0.00005635722,0.000183747,0.00001416523,0.9833327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989353,0.000012050282,0.00048602125,0.0003078511,0.00003499699,0.00022382478],"domain_scores_gemma":[0.9991656,0.00002543499,0.00042579888,0.0003325472,0.000011893045,0.000038722523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043739338,0.00022412663,0.00045372357,0.000093728646,0.0002724132,0.00020763012,0.00022403039,0.00015153205,0.06511929],"category_scores_gemma":[0.000014000251,0.00017579703,0.00006744245,0.000069243804,0.0006389016,0.0003056962,0.00018502875,0.00012064448,0.4226279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032581273,0.00001822029,0.000016419428,0.000060584833,0.000117480384,2.5243742e-7,0.00040715083,0.00037351798,6.2123966e-8,0.046376787,0.951775,0.0008219281],"study_design_scores_gemma":[0.0007604441,0.00001095806,0.000541999,0.000014219985,0.000014784169,0.0000011888663,0.00021927252,0.00015533387,0.0000012798029,0.002850662,0.99520856,0.00022130278],"about_ca_topic_score_codex":0.00021501209,"about_ca_topic_score_gemma":0.0000011790279,"teacher_disagreement_score":0.3575086,"about_ca_system_score_codex":0.00005391156,"about_ca_system_score_gemma":0.000012339748,"threshold_uncertainty_score":0.93573534},"labels":[],"label_agreement":null},{"id":"W4248009388","doi":"10.1002/bse.2341","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Business; Epistemology; Philosophy","score_opus":0.014170217023944246,"score_gpt":0.2081101989145488,"score_spread":0.19393998189060455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248009388","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002309635,0.0043025385,0.021221742,0.002489777,0.008350953,0.0014941669,0.00017126625,0.00025221464,0.9594077],"genre_scores_gemma":[0.3643799,0.10113064,0.00031029523,0.003251033,0.011962437,0.00096385414,0.008427227,0.0003317334,0.50924283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936277,0.000037778296,0.0002194955,0.00009650293,0.00017240252,0.00011105044],"domain_scores_gemma":[0.99973714,0.000014986478,0.00005367586,0.00014407616,0.000008853365,0.000041253148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009876162,0.00019331758,0.00019042149,0.000034370645,0.000095379175,0.000091222246,0.000090276844,0.0001449168,0.05497179],"category_scores_gemma":[0.0000037656062,0.00014002636,0.00003111814,0.00004710902,0.00010513192,0.00018361342,0.000027699663,0.00020485008,0.15509889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024190847,0.000006051938,4.4985146e-7,0.00028390277,0.00005200977,3.6884055e-7,0.00062022917,0.24207442,0.000041388175,0.00010000785,0.74164397,0.015153032],"study_design_scores_gemma":[0.0005770627,0.000007137022,0.00089975866,0.000021491613,0.0000358111,0.000001312266,0.000099811805,0.010773632,0.000009836807,0.000070478745,0.9873294,0.00017424209],"about_ca_topic_score_codex":0.0000019555644,"about_ca_topic_score_gemma":5.3193077e-7,"teacher_disagreement_score":0.45016485,"about_ca_system_score_codex":0.00004459016,"about_ca_system_score_gemma":0.00001230651,"threshold_uncertainty_score":0.9458921},"labels":[],"label_agreement":null},{"id":"W4250778175","doi":"10.1002/bse.2200","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.018323661699837204,"score_gpt":0.1750680668658937,"score_spread":0.1567444051660565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250778175","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001644852,0.007912575,0.00047196588,0.0005750327,0.007086806,0.00039475123,0.00081135816,0.0000070417314,0.982576],"genre_scores_gemma":[0.0078174565,0.011474186,0.000017632568,0.00028844806,0.0001866514,0.000044515982,0.00019845257,0.000013318868,0.9799593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895394,0.000011499998,0.00047515307,0.0003064787,0.000035839937,0.00021709203],"domain_scores_gemma":[0.9991444,0.000032938802,0.0004298101,0.0003524466,0.000008369334,0.000032038253],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038182546,0.00022454436,0.0005067997,0.00009433602,0.0001749083,0.00019380216,0.00021516452,0.00015256857,0.044851366],"category_scores_gemma":[0.000010396185,0.00017692283,0.000074762436,0.00006257285,0.00031250995,0.00031753615,0.00017451856,0.00014837211,0.5115441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041895713,0.000024438543,0.00004298536,0.00013743828,0.00016616039,2.9155865e-7,0.00044172042,0.004559461,1.0901682e-7,0.09714081,0.8962384,0.0012062945],"study_design_scores_gemma":[0.00091765303,0.000008153283,0.00070657965,0.0000150807855,0.000012569327,9.3655444e-7,0.0002486386,0.00025790755,7.449803e-7,0.0014849614,0.9961187,0.00022804523],"about_ca_topic_score_codex":0.00021662128,"about_ca_topic_score_gemma":6.105191e-7,"teacher_disagreement_score":0.46669275,"about_ca_system_score_codex":0.000056992587,"about_ca_system_score_gemma":0.000014036476,"threshold_uncertainty_score":0.9560218},"labels":[],"label_agreement":null},{"id":"W4251357735","doi":"10.1002/bse.2339","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Epistemology; Sociology; Philosophy","score_opus":0.014170217023944246,"score_gpt":0.2081101989145488,"score_spread":0.19393998189060455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251357735","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002309635,0.0043025385,0.021221742,0.002489777,0.008350953,0.0014941669,0.00017126625,0.00025221464,0.9594077],"genre_scores_gemma":[0.3643799,0.10113064,0.00031029523,0.003251033,0.011962437,0.00096385414,0.008427227,0.0003317334,0.50924283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936277,0.000037778296,0.0002194955,0.00009650293,0.00017240252,0.00011105044],"domain_scores_gemma":[0.99973714,0.000014986478,0.00005367586,0.00014407616,0.000008853365,0.000041253148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009876162,0.00019331758,0.00019042149,0.000034370645,0.000095379175,0.000091222246,0.000090276844,0.0001449168,0.05497179],"category_scores_gemma":[0.0000037656062,0.00014002636,0.00003111814,0.00004710902,0.00010513192,0.00018361342,0.000027699663,0.00020485008,0.15509889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024190847,0.000006051938,4.4985146e-7,0.00028390277,0.00005200977,3.6884055e-7,0.00062022917,0.24207442,0.000041388175,0.00010000785,0.74164397,0.015153032],"study_design_scores_gemma":[0.0005770627,0.000007137022,0.00089975866,0.000021491613,0.0000358111,0.000001312266,0.000099811805,0.010773632,0.000009836807,0.000070478745,0.9873294,0.00017424209],"about_ca_topic_score_codex":0.0000019555644,"about_ca_topic_score_gemma":5.3193077e-7,"teacher_disagreement_score":0.45016485,"about_ca_system_score_codex":0.00004459016,"about_ca_system_score_gemma":0.00001230651,"threshold_uncertainty_score":0.9458921},"labels":[],"label_agreement":null},{"id":"W4255385990","doi":"10.1002/bse.2337","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Business Strategy and the Environment","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.014170217023944246,"score_gpt":0.2081101989145488,"score_spread":0.19393998189060455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255385990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002309635,0.0043025385,0.021221742,0.002489777,0.008350953,0.0014941669,0.00017126625,0.00025221464,0.9594077],"genre_scores_gemma":[0.3643799,0.10113064,0.00031029523,0.003251033,0.011962437,0.00096385414,0.008427227,0.0003317334,0.50924283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936277,0.000037778296,0.0002194955,0.00009650293,0.00017240252,0.00011105044],"domain_scores_gemma":[0.99973714,0.000014986478,0.00005367586,0.00014407616,0.000008853365,0.000041253148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009876162,0.00019331758,0.00019042149,0.000034370645,0.000095379175,0.000091222246,0.000090276844,0.0001449168,0.05497179],"category_scores_gemma":[0.0000037656062,0.00014002636,0.00003111814,0.00004710902,0.00010513192,0.00018361342,0.000027699663,0.00020485008,0.15509889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024190847,0.000006051938,4.4985146e-7,0.00028390277,0.00005200977,3.6884055e-7,0.00062022917,0.24207442,0.000041388175,0.00010000785,0.74164397,0.015153032],"study_design_scores_gemma":[0.0005770627,0.000007137022,0.00089975866,0.000021491613,0.0000358111,0.000001312266,0.000099811805,0.010773632,0.000009836807,0.000070478745,0.9873294,0.00017424209],"about_ca_topic_score_codex":0.0000019555644,"about_ca_topic_score_gemma":5.3193077e-7,"teacher_disagreement_score":0.45016485,"about_ca_system_score_codex":0.00004459016,"about_ca_system_score_gemma":0.00001230651,"threshold_uncertainty_score":0.9458921},"labels":[],"label_agreement":null},{"id":"W4283221328","doi":"10.1002/bse.3171","title":"Exploring the potential of SMEs to build individual, organizational, and community resilience through sustainability‐oriented business practices","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Transformative learning; Business; Resilience (materials science); Nexus (standard); Community resilience; Sustainability organizations; Sustainable development; Psychological resilience; Environmental resource management; Knowledge management; Public relations; Sociology; Economics; Political science; Resource (disambiguation); Ecology; Engineering","score_opus":0.03384354726207171,"score_gpt":0.23952464008076077,"score_spread":0.20568109281868907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283221328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858677,0.00035399364,0.0014666254,0.010769227,0.00017810285,0.0008528787,0.00000810007,0.000027218783,0.00047618392],"genre_scores_gemma":[0.9981909,0.0005103874,0.000062226,0.0006890632,0.000123176,0.00023621194,0.00002992696,0.00001837113,0.00013975488],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983192,0.00022923929,0.00032066472,0.00030406332,0.00056645845,0.00026037212],"domain_scores_gemma":[0.99869657,0.00026255293,0.00041982473,0.00047332075,0.00013356695,0.0000141521805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015177886,0.00020632125,0.0002230898,0.00010324461,0.002399907,0.00022266926,0.0005528963,0.00002197703,0.0001279335],"category_scores_gemma":[0.00038613417,0.00013002584,0.000028175742,0.0010035321,0.0006174514,0.0010101171,0.0018007128,0.00030748767,0.000004149298],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018259087,0.0023338143,0.078975424,0.0015573323,0.00040721157,0.000049183323,0.00989114,0.49465746,0.0006537732,0.38872352,0.0012726645,0.019652558],"study_design_scores_gemma":[0.0016787872,0.000060874136,0.837315,0.000033582583,0.00028925153,0.000012861502,0.098759346,0.001041554,0.000046548997,0.02018226,0.040179208,0.00040071068],"about_ca_topic_score_codex":0.0039073294,"about_ca_topic_score_gemma":0.00004541007,"teacher_disagreement_score":0.7583396,"about_ca_system_score_codex":0.000040941562,"about_ca_system_score_gemma":0.000039802893,"threshold_uncertainty_score":0.9988988},"labels":[],"label_agreement":null},{"id":"W4294243577","doi":"10.1002/bse.3248","title":"Firm‐level energy and carbon performance: Does sustainable investment matter?","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Macquarie University","keywords":"Sustainability; Investment (military); Sample (material); Sustainable development; Business; Energy (signal processing); Return on investment; Sustainable business; Natural resource economics; Economics; Macroeconomics; Political science; Production (economics)","score_opus":0.007205881342051328,"score_gpt":0.1645082656969798,"score_spread":0.15730238435492847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294243577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866023,0.000632234,0.000042413358,0.0033543562,0.00014456327,0.00053640007,0.0000054262364,0.000040346527,0.008641974],"genre_scores_gemma":[0.99101233,0.00026063996,0.000015975995,0.0023437038,0.00017198066,0.00044851966,0.000039122686,0.00004004113,0.005667689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824256,0.00005492291,0.00030925355,0.00048571196,0.00041386098,0.000493689],"domain_scores_gemma":[0.9993157,0.000045615925,0.00018916359,0.00040340083,0.000021145592,0.000024976594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005443971,0.00032900993,0.00028392154,0.000119751145,0.0011096962,0.0002213353,0.00027568176,0.000053833435,0.00075012876],"category_scores_gemma":[0.000011221832,0.00022301212,0.000038822334,0.00026764945,0.00066252257,0.00054931024,0.0014675254,0.00016795083,0.0000107455135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015588815,0.0013751155,0.5356469,0.0027226766,0.00027077034,0.00020330207,0.0007708173,0.04493754,0.00036761386,0.39708763,0.001461979,0.013596762],"study_design_scores_gemma":[0.0031958863,0.00003504171,0.80310667,0.00001754588,0.00016570326,0.000031840173,0.004440177,0.0052297176,0.00004088185,0.02032331,0.16270356,0.000709685],"about_ca_topic_score_codex":0.0028851675,"about_ca_topic_score_gemma":0.000014920737,"teacher_disagreement_score":0.37676433,"about_ca_system_score_codex":0.00020028073,"about_ca_system_score_gemma":0.0000200561,"threshold_uncertainty_score":0.90941703},"labels":[],"label_agreement":null},{"id":"W4300583563","doi":"10.1002/bse.3041","title":"What drives and curbs brownwashing?","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Greenwashing; Stakeholder; Corporate governance; Business; Accounting; Transparency (behavior); Phenomenon; Sample (material); Corporate social responsibility; Public relations; Political science; Finance","score_opus":0.008099233141105737,"score_gpt":0.1826584159095526,"score_spread":0.17455918276844684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300583563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863661,0.0028000304,0.00011663809,0.007937872,0.00039098697,0.0006499924,0.0000034983946,0.00005866382,0.0016762324],"genre_scores_gemma":[0.9963859,0.0008146869,0.000023112745,0.0015632596,0.00022037902,0.00019177598,0.000028325767,0.000032002386,0.000740565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985625,0.000055628556,0.00025490014,0.0004376627,0.00037213607,0.00031717768],"domain_scores_gemma":[0.9993783,0.0000801534,0.0001680403,0.00034330488,0.000012347334,0.000017832397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060422526,0.00025976583,0.00024258667,0.000082352635,0.0011038333,0.0005927318,0.00027411175,0.00004168406,0.0007809839],"category_scores_gemma":[0.000025346437,0.00019761077,0.0000430881,0.00023049892,0.00080048124,0.001595927,0.0012601459,0.00023134022,0.000034056175],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015378881,0.0017514623,0.2181601,0.0014187704,0.00033463846,0.0002023829,0.0021796299,0.06354173,0.0010325907,0.5925961,0.0018207658,0.11542392],"study_design_scores_gemma":[0.0035324101,0.000024086019,0.7486047,0.000030127132,0.00016325236,0.00004361504,0.008196253,0.0027118383,0.000012949366,0.0432616,0.19274168,0.0006774686],"about_ca_topic_score_codex":0.00032933863,"about_ca_topic_score_gemma":0.0000086330065,"teacher_disagreement_score":0.5493345,"about_ca_system_score_codex":0.000074120944,"about_ca_system_score_gemma":0.000009469035,"threshold_uncertainty_score":0.8551226},"labels":[],"label_agreement":null},{"id":"W4300983399","doi":"10.1002/bse.3210","title":"Toward holistic corporate sustainability—Developing employees' action competence for sustainability in small and medium‐sized enterprises through training","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Sustainability organizations; Competence (human resources); Business; Workforce; Sustainability science; Corporate sustainability; Knowledge management; Management; Economics; Economic growth; Computer science","score_opus":0.13543401970491395,"score_gpt":0.3393649941310184,"score_spread":0.20393097442610444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300983399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603884,0.00026314537,0.004202701,0.03242864,0.00026536416,0.0022969483,0.000009519707,0.00003889439,0.00010637257],"genre_scores_gemma":[0.99783754,0.0002321131,0.00041308132,0.00010236621,0.000069257294,0.001140871,0.00001804783,0.000013944749,0.000172755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997549,0.00087676547,0.00037493446,0.00047805853,0.00026177292,0.00045944925],"domain_scores_gemma":[0.99835366,0.0009699543,0.00023409967,0.00022950249,0.00015083174,0.00006193636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024869174,0.00019004857,0.0003006213,0.000064434615,0.0012331469,0.00011419367,0.00023632061,0.00006977662,0.00004239003],"category_scores_gemma":[0.0010094598,0.00016869535,0.00004178907,0.0003402468,0.0014017668,0.00025825482,0.00018626775,0.00021446591,2.1956342e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020485092,0.00074235874,0.08484666,0.0013645394,0.00007110714,0.000023902201,0.26932338,0.015943909,0.000031430925,0.6137731,0.000021234124,0.011809868],"study_design_scores_gemma":[0.0013008928,0.000059420465,0.17633677,0.0000098920245,0.000030705884,0.0000030635483,0.28597057,0.00008979056,0.000006551297,0.5322262,0.0037644506,0.00020167723],"about_ca_topic_score_codex":0.0041659526,"about_ca_topic_score_gemma":0.00041706595,"teacher_disagreement_score":0.09149011,"about_ca_system_score_codex":0.0017139487,"about_ca_system_score_gemma":0.0013623257,"threshold_uncertainty_score":0.9484493},"labels":[],"label_agreement":null},{"id":"W4310757667","doi":"10.1002/bse.3324","title":"The environmental policy of the Norwegian Government Pension Fund‐Global and investors' reaction over time","year":2022,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sovereign wealth fund; Portfolio; Economics; Norwegian; Investment strategy; Pension; China; Finance; Business; Financial economics; Foreign direct investment; Macroeconomics","score_opus":0.007079044132485336,"score_gpt":0.1727892506217686,"score_spread":0.16571020648928325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310757667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929975,0.0007142885,0.000009932381,0.0024083771,0.0002191957,0.0003688629,0.000060343136,0.000008672352,0.003212779],"genre_scores_gemma":[0.9975252,0.0006213672,0.000001977564,0.00062145153,0.00021315033,0.000037638878,0.000009485733,0.0000126960285,0.0009569978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99881357,0.000041258874,0.0002141611,0.00022681222,0.00050464686,0.00019953557],"domain_scores_gemma":[0.99932706,0.0000418085,0.00031797934,0.00029690258,0.000004306891,0.000011936741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142508,0.000169166,0.0001474244,0.000011572553,0.0009797397,0.00008169162,0.00022728325,0.000032714524,0.00008336903],"category_scores_gemma":[0.000020987114,0.00009461072,0.000052805466,0.00015442223,0.00054667995,0.00023948649,0.0006797992,0.00012716193,0.000013012377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019342862,0.0006494423,0.07749869,0.00017266425,0.00019134882,0.00002057837,0.0006328492,0.002291628,0.012735554,0.83661515,0.0044201664,0.06283765],"study_design_scores_gemma":[0.0010255671,0.00001356883,0.9023943,0.000009006213,0.000052070973,0.000009028296,0.00041062458,0.00035234223,0.000018861905,0.0048913546,0.09068048,0.00014279866],"about_ca_topic_score_codex":0.0008202954,"about_ca_topic_score_gemma":0.000019138457,"teacher_disagreement_score":0.8317238,"about_ca_system_score_codex":0.00015134946,"about_ca_system_score_gemma":0.000016900192,"threshold_uncertainty_score":0.7535465},"labels":[],"label_agreement":null},{"id":"W4319841371","doi":"10.1002/bse.3351","title":"Employees' response to corporate greenwashing","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Greenwashing; Misrepresentation; Business; Marketing; Exaggeration; Sustainability; Business ethics; Perception; Public relations; Hypocrisy; Corporate social responsibility; Psychology; Political science; Ecology","score_opus":0.04159051747553392,"score_gpt":0.23510550320563792,"score_spread":0.193514985730104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319841371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902032,0.00004181078,0.00029686827,0.006162512,0.000173523,0.0005655411,0.0000024773221,0.0002091481,0.0023448924],"genre_scores_gemma":[0.9962049,0.000024981511,0.000034684937,0.00067090214,0.00032732348,0.000072845185,0.0000150671685,0.00003811872,0.0026111454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983365,0.0000819434,0.00040464423,0.000419782,0.00036981536,0.00038733252],"domain_scores_gemma":[0.9988838,0.00025084385,0.00038025322,0.00039781985,0.00005716563,0.000030139057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002865369,0.00022861137,0.00026913238,0.00019519348,0.00053066615,0.00037140033,0.00022585852,0.000070483955,0.00009996483],"category_scores_gemma":[0.0006714604,0.00016864248,0.00006285617,0.0010912751,0.00025207156,0.00044364095,0.000479294,0.00014400006,0.0011176871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03606722,0.0008018646,0.24493726,0.0010293296,0.00054576725,0.0019992834,0.0028729842,0.08602065,0.04532069,0.33862662,0.007365307,0.23441303],"study_design_scores_gemma":[0.0016810977,0.00002209596,0.9129026,0.00005304262,0.00007674344,0.0000066055154,0.0009926339,0.0019858973,0.00004808546,0.04405888,0.037685536,0.00048676084],"about_ca_topic_score_codex":0.00036683335,"about_ca_topic_score_gemma":0.000047847243,"teacher_disagreement_score":0.66796535,"about_ca_system_score_codex":0.000041804637,"about_ca_system_score_gemma":0.000041282616,"threshold_uncertainty_score":0.9996601},"labels":[],"label_agreement":null},{"id":"W4321331570","doi":"10.1002/bse.3379","title":"How does transparency into global sustainability initiatives influence firm value? Insights from Anglo‐American countries","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Sustainability; Endogeneity; Certification; Corporate governance; Enterprise value; Business; Accounting; Corporate social responsibility; Value (mathematics); Sustainability reporting; Context (archaeology); Economics; Finance; Econometrics; Public relations; Political science","score_opus":0.010209169033281874,"score_gpt":0.2294483211881099,"score_spread":0.21923915215482803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321331570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99159443,0.0003099249,0.0003330496,0.0061713275,0.0001140033,0.00056040764,0.000016393642,0.00015159741,0.00074884034],"genre_scores_gemma":[0.99897724,0.00025027955,0.000024323177,0.0002725732,0.00023532393,0.00007815953,0.000051249688,0.00001799182,0.00009287806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981534,0.00009629579,0.00041061404,0.00054982706,0.00044074928,0.00034910347],"domain_scores_gemma":[0.99870235,0.00025321086,0.0004746506,0.0003984611,0.00014422438,0.000027085849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878696,0.00030714384,0.00039815874,0.00006733873,0.00062049733,0.00057779107,0.000258161,0.00007686373,0.000027553839],"category_scores_gemma":[0.00056690903,0.00019614094,0.00007802052,0.00090488285,0.0015855624,0.001339358,0.00025209298,0.00014238406,0.00002975792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012852061,0.00024505425,0.7329994,0.0007174449,0.00024195045,0.00021228167,0.0027792954,0.0064962003,0.00031257168,0.22425672,0.000037255766,0.030416643],"study_design_scores_gemma":[0.00054693874,0.000008161555,0.7618462,0.000022349992,0.00006839182,3.9039017e-7,0.0047799093,0.0004928848,0.000015978669,0.22880578,0.0031806773,0.00023235744],"about_ca_topic_score_codex":0.0071232733,"about_ca_topic_score_gemma":0.00075159356,"teacher_disagreement_score":0.030184286,"about_ca_system_score_codex":0.00015592195,"about_ca_system_score_gemma":0.00010957992,"threshold_uncertainty_score":0.99948835},"labels":[],"label_agreement":null},{"id":"W4321434797","doi":"10.1002/bse.3387","title":"The environment and climate change as a primary stakeholder for accommodation suppliers: Stakeholder engagement for Koh Tao and Koh Phi Phi, Thailand","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Stakeholder; Accommodation; Stakeholder engagement; Context (archaeology); Business; Investment (military); Climate change; Element (criminal law); Marketing; Public relations; Politics; Political science; Psychology; Geography","score_opus":0.0647119637284303,"score_gpt":0.23370034909536697,"score_spread":0.16898838536693667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321434797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96973497,0.0020513418,0.001024127,0.017740477,0.00028464614,0.008115188,0.00014048333,0.00013353681,0.0007752181],"genre_scores_gemma":[0.98693955,0.0063942727,0.00015134577,0.0012069892,0.0005387654,0.0036267492,0.0004843839,0.000105547755,0.00055240234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974436,0.00006378051,0.0005005593,0.0007727614,0.00043596537,0.00078334124],"domain_scores_gemma":[0.99854845,0.0005036998,0.00032815887,0.0005449357,0.000028402152,0.00004636752],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019457801,0.0005145759,0.00042269504,0.00012041118,0.001799181,0.0006379986,0.00029251658,0.00014334763,0.00007106301],"category_scores_gemma":[0.000062209256,0.00034560834,0.00007724231,0.00019277705,0.0008785923,0.00096335984,0.0007693465,0.00018760176,0.000034838773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008680153,0.0022337865,0.16427751,0.012186034,0.001353714,0.000068773516,0.004389431,0.0112355435,0.0031791616,0.23546389,0.005298267,0.5516337],"study_design_scores_gemma":[0.008614961,0.0000973966,0.766036,0.00009324688,0.0005039748,0.000009369772,0.0040790555,0.0047206786,0.00004783641,0.017755624,0.1971075,0.0009343847],"about_ca_topic_score_codex":0.00012484328,"about_ca_topic_score_gemma":0.000021650683,"teacher_disagreement_score":0.6017585,"about_ca_system_score_codex":0.00012348604,"about_ca_system_score_gemma":0.000013780734,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W4361276293","doi":"10.1002/bse.3415","title":"The influence of firm digitalization on sustainable innovation performance and the moderating role of corporate sustainability practices: An empirical investigation","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Sustainability; Business; Marketing; Corporate sustainability; Eurobarometer; Extant taxon; Knowledge management; Economics; Industrial organization; Computer science","score_opus":0.021499871007348396,"score_gpt":0.23734262130345088,"score_spread":0.21584275029610248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361276293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955717,0.0000634349,0.00007356076,0.0029799491,0.000017148017,0.0010180147,0.0000011948144,0.00002585753,0.00024919334],"genre_scores_gemma":[0.9993407,0.0001521282,0.000007284684,0.00015947492,0.000047275305,0.00011932606,0.00003727013,0.000015266458,0.00012125778],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9984887,0.0001211839,0.00050075847,0.00027497063,0.00035447036,0.00025987174],"domain_scores_gemma":[0.99774164,0.00040214366,0.001190799,0.00038973676,0.00026514276,0.000010531574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025157684,0.00018472341,0.00021062844,0.00009428011,0.0007637736,0.00025063695,0.00021084583,0.000065939785,0.000003413857],"category_scores_gemma":[0.0011316788,0.00010064425,0.00002095761,0.00097552466,0.0019279001,0.0016548727,0.00027854013,0.00013285305,0.0000020373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011752547,0.00012947751,0.28872722,0.0009287063,0.00003111024,0.0000015973652,0.0009680684,0.4187191,0.00021683578,0.28496718,0.000013014291,0.0041224044],"study_design_scores_gemma":[0.0011528557,0.000027677434,0.81594074,0.00002713402,0.000042137854,0.0000010310531,0.0058497884,0.06740187,0.000079411104,0.108939745,0.00041382248,0.00012379531],"about_ca_topic_score_codex":0.00051813334,"about_ca_topic_score_gemma":0.000010037234,"teacher_disagreement_score":0.5272135,"about_ca_system_score_codex":0.000075989155,"about_ca_system_score_gemma":0.000054000935,"threshold_uncertainty_score":0.7103428},"labels":[],"label_agreement":null},{"id":"W4366257195","doi":"10.1002/bse.3424","title":"The uneasy marriage of private standards and public policies for sustainable commodity governance","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Corporate governance; Commodity chain; Commodity; Sustainability; Complementarity (molecular biology); Public good; Business; Fair trade; Certification; Greenwashing; Transparency (behavior); Economics; Market economy; International trade; Production (economics); Finance; Political science","score_opus":0.017006456347306576,"score_gpt":0.23798530496603854,"score_spread":0.22097884861873196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366257195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98367846,0.0009270313,0.0001747502,0.0094204545,0.000091657064,0.0009751136,0.000066247216,0.00004792477,0.0046183798],"genre_scores_gemma":[0.99801844,0.0010310797,0.0000032985217,0.00013090148,0.00016327837,0.000051127387,0.000016137874,0.000013819422,0.0005719064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988409,0.00003416061,0.00022508891,0.00018098288,0.00028021898,0.0004386463],"domain_scores_gemma":[0.99925876,0.00017903799,0.0001870199,0.00023394282,0.00012285006,0.000018388237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013141283,0.0001625661,0.00022279206,0.000029184584,0.0009538551,0.0004265156,0.00021188743,0.00005605151,0.000009030384],"category_scores_gemma":[0.00040035602,0.00009620608,0.000055677636,0.00030697358,0.00087851664,0.00047725797,0.0002668574,0.00007725367,0.0000016112195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019404608,0.00005015705,0.008393945,0.00043747167,0.000046170466,0.000002885358,0.00018104585,0.00024170172,0.0000056332397,0.98716843,0.0007843112,0.0024941908],"study_design_scores_gemma":[0.0023115717,0.000025932262,0.5017051,0.000021863136,0.00009750419,8.1654593e-7,0.015676403,0.00086552993,0.000009864754,0.28113702,0.19789691,0.0002514416],"about_ca_topic_score_codex":0.0014056367,"about_ca_topic_score_gemma":0.00006555975,"teacher_disagreement_score":0.7060314,"about_ca_system_score_codex":0.00006739545,"about_ca_system_score_gemma":0.00004310273,"threshold_uncertainty_score":0.73363787},"labels":[],"label_agreement":null},{"id":"W4376115244","doi":"10.1002/bse.3444","title":"Big Data capability and sustainability oriented innovation: The mediating role of intellectual capital","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Social Science Fund of China","keywords":"Qualitative comparative analysis; Intellectual capital; Sustainability; Dynamic capabilities; Structural equation modeling; Business; Knowledge management; Promotion (chess); Industrial organization; Competitive advantage; Marketing; Computer science","score_opus":0.02899420761928845,"score_gpt":0.2225131730630255,"score_spread":0.19351896544373706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376115244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811814,0.00022295112,0.0004935178,0.0041809473,0.00025441515,0.000755986,0.000013399291,0.00006074452,0.0128366845],"genre_scores_gemma":[0.99904525,0.000051783132,0.000007737871,0.00017314253,0.0003068605,0.00003531214,0.0001698508,0.000010528004,0.00019952885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99885386,0.000038861872,0.00038242986,0.000306842,0.00022765003,0.00019037753],"domain_scores_gemma":[0.99890345,0.00019317851,0.00019863211,0.0005334121,0.00016569704,0.0000056256536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017934848,0.0001481717,0.00017140848,0.00013579108,0.00035677518,0.00010754905,0.00028064928,0.000040505773,0.00004795218],"category_scores_gemma":[0.0006716393,0.00008746912,0.000014913499,0.0013057232,0.00063593796,0.00026775492,0.0010006485,0.000117796786,0.00002260674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001268427,0.000106655054,0.012402179,0.0003547336,0.000055065808,0.0000017241052,0.0011942715,0.00024475064,0.000076868906,0.93399906,0.00027400572,0.05116383],"study_design_scores_gemma":[0.004604903,0.00003562539,0.44397599,0.000052704534,0.00027212544,0.00000392405,0.08711241,0.07485804,0.000109881985,0.2384928,0.14972682,0.0007547628],"about_ca_topic_score_codex":0.00023487046,"about_ca_topic_score_gemma":0.000032730313,"teacher_disagreement_score":0.6955063,"about_ca_system_score_codex":0.000022202259,"about_ca_system_score_gemma":0.00002642745,"threshold_uncertainty_score":0.3566887},"labels":[],"label_agreement":null},{"id":"W4379229549","doi":"10.1002/bse.3467","title":"In the search for greener buildings: The role of green human resource management","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Albert Einstein College of Medicine, Yeshiva University; Curtin University of Technology; University of South Australia; University of New South Wales; CRC for Low Carbon Living","keywords":"Proactivity; Sustainability; Business; Certification; Human resource management; Environmental design; Environmental management system; Resource (disambiguation); Human resources; Marketing; Environmental economics; Knowledge management; Environmental resource management; Engineering; Computer science; Management; Civil engineering; Economics; Ecology","score_opus":0.013695593159675118,"score_gpt":0.2227246577008635,"score_spread":0.2090290645411884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379229549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737611,0.00033360673,0.000119358294,0.01517177,0.000058892463,0.0022964808,0.0000070720885,0.000037630958,0.008214118],"genre_scores_gemma":[0.9974319,0.000089196685,0.000016914913,0.0007617016,0.00024821397,0.0003925943,0.000032789027,0.000029709337,0.0009970292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998413,0.00006891818,0.00034849765,0.00033569353,0.00043775552,0.00039609437],"domain_scores_gemma":[0.99906623,0.00019458363,0.00014527465,0.00056690257,0.000018832432,0.000008150961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019231522,0.00022569342,0.00022008072,0.000131847,0.0005391219,0.00013413705,0.0007057042,0.00006202931,0.000061636136],"category_scores_gemma":[0.000012241813,0.000117492775,0.0000774188,0.0006405777,0.0007694696,0.0003061449,0.0005519083,0.00015326477,0.00003340455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004411161,0.00042460696,0.032379027,0.0010525321,0.00013422665,0.000027623904,0.0013260535,0.024574019,0.00056844606,0.91331697,0.0010397736,0.024715625],"study_design_scores_gemma":[0.0026538651,0.000020314561,0.69036794,0.00005459087,0.00017087304,0.000004057798,0.01634608,0.001837812,0.00009455815,0.0814724,0.20662947,0.00034805344],"about_ca_topic_score_codex":0.0017432359,"about_ca_topic_score_gemma":0.00004930744,"teacher_disagreement_score":0.83184457,"about_ca_system_score_codex":0.00004147363,"about_ca_system_score_gemma":0.0000044866,"threshold_uncertainty_score":0.47912163},"labels":[],"label_agreement":null},{"id":"W4385311294","doi":"10.1002/bse.3510","title":"First things first: Unselfconscious corporate virtuosity and corporate performance","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Honesty; Corporate social responsibility; Proxy (statistics); Corporate communication; Accounting; Stakeholder; Business; Corporate security; Corporate governance; Sustainability; Corporate sustainability; Public relations; Psychology; Political science; Finance; Social psychology; Computer science","score_opus":0.14454659987657814,"score_gpt":0.2859340543234807,"score_spread":0.14138745444690254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385311294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98551923,0.00039074963,0.0007227187,0.011786363,0.0004403478,0.00027605344,0.0000107037795,0.000052582494,0.0008012346],"genre_scores_gemma":[0.9898474,0.007247377,0.00007146489,0.00026265185,0.000080134894,0.00004178267,0.000013255206,0.0000144844125,0.002421432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979861,0.00012009284,0.00043640166,0.00051846955,0.00065677625,0.0002821972],"domain_scores_gemma":[0.9976187,0.0011515565,0.00052801805,0.00051282987,0.00009577395,0.00009316875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034079528,0.00021859833,0.00028486727,0.0001229903,0.0012774963,0.00040889689,0.00036639368,0.00012518809,0.00013065325],"category_scores_gemma":[0.00032105247,0.00013217854,0.000034264845,0.0007193225,0.0011664978,0.000521775,0.0002576069,0.00023011991,0.00027535984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011942637,0.000488376,0.48210877,0.00061184587,0.00018837486,0.000099506615,0.013781881,0.12640548,0.0002433494,0.31481403,0.007334941,0.05272917],"study_design_scores_gemma":[0.0008206371,0.000029014487,0.81701213,0.00004771081,0.000027214164,0.000022669798,0.000582786,0.015312144,0.000032102234,0.16008356,0.0057987566,0.00023124764],"about_ca_topic_score_codex":0.00015913852,"about_ca_topic_score_gemma":0.00007486654,"teacher_disagreement_score":0.3349034,"about_ca_system_score_codex":0.000025037338,"about_ca_system_score_gemma":0.000065280154,"threshold_uncertainty_score":0.9825598},"labels":[],"label_agreement":null},{"id":"W4385423617","doi":"10.1002/bse.3514","title":"Moving beyond “the” business case: How to make corporate sustainability work","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sustainability; Corporate sustainability; Sustainability organizations; Business; Business ethics; Business case; Work (physics); Sustainable business; Business model; Context (archaeology); Profit (economics); Public relations; Marketing; Economics; Corporate social responsibility; Process management; Political science; Engineering; Microeconomics","score_opus":0.015622384733767931,"score_gpt":0.2014093639708541,"score_spread":0.18578697923708618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385423617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315866,0.00022893095,0.0011759889,0.06327837,0.00043962995,0.0021892735,0.000010227915,0.00023933998,0.0008516055],"genre_scores_gemma":[0.994045,0.000085952684,0.000043985903,0.0016104598,0.0006251699,0.00047644207,0.00006041034,0.00008386363,0.0029687227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.996991,0.00011001021,0.00049488083,0.00087190286,0.0006123442,0.0009198734],"domain_scores_gemma":[0.9979186,0.00028681822,0.00041112961,0.0011276582,0.00019748551,0.000058292313],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018977171,0.00059026264,0.00049706595,0.00022670197,0.0014367946,0.00096394005,0.00062831223,0.0001623979,0.00015823318],"category_scores_gemma":[0.00043664905,0.00038401474,0.000105265855,0.0029514553,0.0013549448,0.00078964257,0.0014449488,0.0003279534,0.00032045585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030335342,0.0013235891,0.25764513,0.0045070825,0.00053140096,0.0072439536,0.001820421,0.33636516,0.00035996432,0.19680044,0.012619296,0.17775002],"study_design_scores_gemma":[0.0019492222,0.000012563812,0.8987853,0.000047325582,0.00020854076,0.00013773965,0.0046075005,0.0014285864,0.000011159355,0.03934081,0.05260058,0.0008706917],"about_ca_topic_score_codex":0.0009119001,"about_ca_topic_score_gemma":0.000099244164,"teacher_disagreement_score":0.64114016,"about_ca_system_score_codex":0.0002672997,"about_ca_system_score_gemma":0.00005231704,"threshold_uncertainty_score":0.9998632},"labels":[],"label_agreement":null},{"id":"W4386318574","doi":"10.1002/bse.3552","title":"Examining sustainable supply chain management via a social‐symbolic work lens: Lessons from Patagonia","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Supply chain; Sustainability; Work (physics); Business; Reductionism; Supply chain management; Lens (geology); Spillover effect; Sociology; Process management; Knowledge management; Environmental resource management; Marketing; Economics; Computer science; Microeconomics; Epistemology; Ecology; Engineering","score_opus":0.022098690775705945,"score_gpt":0.20680443061351786,"score_spread":0.1847057398378119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386318574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88041073,0.0016311869,0.007066639,0.04202611,0.000820837,0.0055302866,0.00002626982,0.0013348071,0.06115314],"genre_scores_gemma":[0.9862929,0.0005084243,0.00006361332,0.0011782291,0.0007880776,0.00063059933,0.00026872754,0.000098662895,0.0101707475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99689853,0.00008318455,0.00048148423,0.0008332101,0.0005914049,0.0011121731],"domain_scores_gemma":[0.99885654,0.00014246462,0.00028671863,0.00063518586,0.0000515244,0.000027560352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012891167,0.0005301717,0.0004924041,0.00043641962,0.0012507689,0.0008321175,0.0005913932,0.00013247262,0.00042412296],"category_scores_gemma":[0.000031922038,0.00042833367,0.00009920768,0.0015681381,0.00042655197,0.0008667965,0.0014725243,0.00024861709,0.00066586415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066847284,0.00037888993,0.013632449,0.001375361,0.0008432762,0.00128077,0.0013575286,0.012028415,0.00007102815,0.87840134,0.012602195,0.07736028],"study_design_scores_gemma":[0.0056538484,0.0000151494805,0.61114234,0.0001176463,0.00057387596,0.000002064609,0.03361138,0.0037749032,0.000011129778,0.096471906,0.24745199,0.0011737638],"about_ca_topic_score_codex":0.0018000103,"about_ca_topic_score_gemma":0.000015095743,"teacher_disagreement_score":0.78192943,"about_ca_system_score_codex":0.00014658342,"about_ca_system_score_gemma":0.000015416354,"threshold_uncertainty_score":0.99981683},"labels":[],"label_agreement":null},{"id":"W4388002121","doi":"10.1002/bse.3611","title":"How do stakeholder groups make sense of sustainability: Analysing differences in the complexity of their cognitive frames","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Stakeholder; Sustainability; Cognition; Stakeholder analysis; Macro; Psychology; Stakeholder engagement; Political science; Public relations; Computer science","score_opus":0.08505963650064292,"score_gpt":0.24562798254400672,"score_spread":0.16056834604336379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388002121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589276,0.00013679107,0.00021466379,0.0026281131,0.000029170427,0.0006022579,0.000008683543,0.00001716861,0.00047038257],"genre_scores_gemma":[0.9997093,0.000051909912,0.000004802341,0.000056133955,0.00006421542,0.000026731068,0.000018604524,0.000010441336,0.000057840713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853563,0.00017095513,0.0004237861,0.00027752254,0.00035387595,0.00023820516],"domain_scores_gemma":[0.998494,0.000524371,0.0005648804,0.00028210445,0.00012736845,0.0000072410426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962069,0.00018608707,0.00041381863,0.0001370369,0.00019636875,0.00019214136,0.00015467803,0.00006183764,0.000018160123],"category_scores_gemma":[0.00052049087,0.000104311,0.000084568295,0.0009175049,0.0016562141,0.00023539715,0.00020575726,0.000156465,0.000001206501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013709428,0.0007166448,0.69456166,0.0017329864,0.00033622587,0.00012811461,0.0070992466,0.0012413362,0.0007444246,0.2091911,0.000011032789,0.08286628],"study_design_scores_gemma":[0.00057322613,0.000008127781,0.8078333,0.000047566504,0.00007980527,0.0000012844406,0.04885715,0.0011679492,0.000028496725,0.14124294,0.000047411468,0.00011273527],"about_ca_topic_score_codex":0.0007153466,"about_ca_topic_score_gemma":0.00019488782,"teacher_disagreement_score":0.11327164,"about_ca_system_score_codex":0.000023874602,"about_ca_system_score_gemma":0.00003625656,"threshold_uncertainty_score":0.610239},"labels":[],"label_agreement":null},{"id":"W4390298761","doi":"10.1002/bse.3661","title":"Exploring sustainable development goals adoption in supply chain management: A typology of coexisting institutional logics","year":2023,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Typology; Sustainability; Business; Sustainable development; Supply chain; Supply chain management; Process management; Industrial organization; Marketing; Sociology; Political science","score_opus":0.04752190618712415,"score_gpt":0.2098781743456438,"score_spread":0.16235626815851964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390298761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703233,0.00023012774,0.0015553847,0.0014013159,0.00018006696,0.0013108468,0.0000012938758,0.000114029775,0.024883602],"genre_scores_gemma":[0.9970393,0.00052095245,0.00018319658,0.00014761132,0.00011277833,0.00044569268,0.00007203824,0.000022886097,0.0014555476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982242,0.000039403112,0.00048179494,0.00037737336,0.00032664585,0.0005505848],"domain_scores_gemma":[0.99940634,0.00007360582,0.00021159938,0.0002436442,0.00005126403,0.000013546229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014683877,0.00024482235,0.00028961076,0.0006062525,0.00037350986,0.000094993375,0.00025838928,0.000057397236,0.00007846998],"category_scores_gemma":[0.000057814388,0.00020017565,0.000037393158,0.0011049773,0.0003358112,0.000714811,0.00070294825,0.00012671512,0.00007939657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018350863,0.00011181711,0.0077841994,0.0012097354,0.000060987248,0.00025544353,0.00029386612,0.058581762,0.000018391695,0.9207937,0.000049851595,0.010656717],"study_design_scores_gemma":[0.005640008,0.000018535278,0.84201914,0.00023729741,0.000108912434,0.00000556111,0.04389635,0.007072691,0.000055958517,0.043439995,0.05682863,0.00067689875],"about_ca_topic_score_codex":0.00046817824,"about_ca_topic_score_gemma":0.000024334644,"teacher_disagreement_score":0.8773537,"about_ca_system_score_codex":0.00014629807,"about_ca_system_score_gemma":0.000028695773,"threshold_uncertainty_score":0.8162926},"labels":[],"label_agreement":null},{"id":"W4390839566","doi":"10.1002/bse.3678","title":"The influence of board interlocks and sustainability experience on transparent sustainability disclosure","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Ted Rogers Centre for Heart Research; University of Calgary; Simon Fraser University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Transparency (behavior); Accounting; Business; Interlock; Sustainability reporting; Sustainability organizations; Principal–agent problem; Audit; Resource dependence theory; Economics; Corporate governance; Microeconomics; Computer science; Finance; Engineering; Computer security","score_opus":0.012416673903485474,"score_gpt":0.24606636453105343,"score_spread":0.23364969062756796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390839566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933554,0.00074497814,0.00022620607,0.004463758,0.0000774318,0.00071077904,0.0000018646928,0.000036822195,0.000382784],"genre_scores_gemma":[0.9993919,0.00015061407,0.0000019229067,0.000055583256,0.00007611401,0.00009011721,0.0000018529722,0.000013139388,0.00021875795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984841,0.00007056171,0.00046334197,0.00041738735,0.00030165786,0.00026295],"domain_scores_gemma":[0.9988753,0.000398208,0.00018342769,0.0003955956,0.0001302583,0.000017219143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013143913,0.00020768848,0.00023660864,0.000043345768,0.00043832147,0.00034568209,0.00018994285,0.0000601668,0.000013522277],"category_scores_gemma":[0.0006197561,0.00011461287,0.000066963716,0.00027714687,0.0015805375,0.00040596287,0.00020388105,0.00019510521,0.0000019894956],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033184323,0.00045044397,0.19726366,0.004674358,0.00018779132,0.00011349937,0.006207301,0.035954945,0.00038127397,0.5304571,0.000036980455,0.22095421],"study_design_scores_gemma":[0.000506054,0.000031499196,0.83073014,0.00010249593,0.000084157975,0.000002976329,0.008895142,0.002096834,0.000038444865,0.15021394,0.0070512635,0.000247063],"about_ca_topic_score_codex":0.0008824353,"about_ca_topic_score_gemma":0.00008761786,"teacher_disagreement_score":0.6334665,"about_ca_system_score_codex":0.00011341708,"about_ca_system_score_gemma":0.00009027199,"threshold_uncertainty_score":0.5823556},"labels":[],"label_agreement":null},{"id":"W4395467834","doi":"10.1002/bse.3777","title":"Creating a sustainable future through <scp>Industry</scp> 4.0 technologies: Untying the role of circular economy practices and supply chain visibility","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Circular economy; Supply chain; Sustainability; Exploit; Structural equation modeling; Product (mathematics); Industrial organization; Business; High tech; Marketing; Computer science; Biology; Political science; Mathematics","score_opus":0.007753915190255002,"score_gpt":0.20566383505429628,"score_spread":0.19790991986404127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395467834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8798664,0.03963441,0.0016979089,0.01766661,0.0002050514,0.00326669,0.0000064662527,0.0004197482,0.057236675],"genre_scores_gemma":[0.99744403,0.0008276712,0.00007011783,0.00021611096,0.00038522747,0.0002120623,0.000012109102,0.00003722894,0.0007954286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981971,0.00006444581,0.0003906282,0.0005938017,0.00024401327,0.00051005674],"domain_scores_gemma":[0.9984668,0.00045285377,0.00044208803,0.0005602588,0.00006606349,0.000011954203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015959381,0.00034022925,0.00032559742,0.00014028273,0.0006476914,0.00096007716,0.00039792864,0.0002117915,0.000048493785],"category_scores_gemma":[0.00035097916,0.0002100006,0.00006904272,0.0005659339,0.0006747522,0.001575998,0.000799635,0.00049336196,0.000009632642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005090888,0.000115233444,0.010595872,0.0030743377,0.0002896226,0.00008025272,0.0012775579,0.0025960922,0.000098669065,0.96746135,0.00022275592,0.014137357],"study_design_scores_gemma":[0.00087103405,0.000018645593,0.010590303,0.00012107538,0.00034990784,0.000013481538,0.32228366,0.013687494,0.00016855604,0.26804522,0.3836371,0.00021351752],"about_ca_topic_score_codex":0.0012751757,"about_ca_topic_score_gemma":0.000007805932,"teacher_disagreement_score":0.6994161,"about_ca_system_score_codex":0.00008447863,"about_ca_system_score_gemma":0.00004670144,"threshold_uncertainty_score":0.9258046},"labels":[],"label_agreement":null},{"id":"W4399651460","doi":"10.1002/bse.3805","title":"Sustainable and resilient cold chains: Enhancing adaptability, consistency, and digital transformation for success in a turbulent market","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sustainability; Resilience (materials science); Context (archaeology); Business; Process management; Adaptability; Environmental resource management; Sustainable development; Knowledge management; Environmental economics; Risk analysis (engineering); Computer science; Economics; Political science; Geography; Management","score_opus":0.007037573671943435,"score_gpt":0.19190786183041642,"score_spread":0.18487028815847298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399651460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601917,0.0061921203,0.009355525,0.011373354,0.00011903831,0.004309832,0.000009908506,0.00010275085,0.00834574],"genre_scores_gemma":[0.9970176,0.00045904185,0.000021763668,0.00016534937,0.00009190296,0.0003550984,0.000019533114,0.000023688764,0.0018460227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862105,0.000022599605,0.00035222547,0.0004202807,0.00019578243,0.00038806206],"domain_scores_gemma":[0.9995274,0.00017446106,0.000068776346,0.00017203092,0.00003817113,0.000019169061],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011128681,0.00024062293,0.0002456093,0.00020644354,0.00027138912,0.0010464243,0.00009974051,0.000062836574,0.000037953934],"category_scores_gemma":[0.00005426803,0.00018020123,0.00003645896,0.0002512726,0.00030788078,0.0013539379,0.00018941029,0.00010405198,0.0000023635507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007017918,0.00017959742,0.0026976985,0.009265267,0.00010088771,0.00011138961,0.0010540006,0.002680243,0.000050883482,0.96705437,0.00031334165,0.015790509],"study_design_scores_gemma":[0.014229441,0.00015576747,0.14459136,0.0010637894,0.0006489084,0.000049052866,0.0812192,0.32498634,0.00012566445,0.17692989,0.25396717,0.0020334208],"about_ca_topic_score_codex":0.00055064977,"about_ca_topic_score_gemma":0.00008958528,"teacher_disagreement_score":0.7901245,"about_ca_system_score_codex":0.00009693959,"about_ca_system_score_gemma":0.00002771914,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W4401045536","doi":"10.1002/bse.3890","title":"Firm commitments on climate change: Effects of science‐based targets on financial outcomes during the COVID‐19 crisis","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Extant taxon; Stock market crash; Crash; Coronavirus disease 2019 (COVID-19); Financial crisis; Business; Corporate social responsibility; Climate change; Stock (firearms); Finance; Greenhouse gas; Economics; Stock market; Political science; Public relations; Macroeconomics","score_opus":0.028276942914475182,"score_gpt":0.2647557094469103,"score_spread":0.2364787665324351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401045536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035764,0.00033126093,0.000038268066,0.006910419,0.00047488534,0.0009025364,0.00000671071,0.0000577768,0.0009204974],"genre_scores_gemma":[0.9973062,0.00006792951,0.000004949687,0.0021957313,0.00020741971,0.00012038923,0.000004480437,0.000019039113,0.000073842544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99835956,0.000047389574,0.0003256593,0.00039593558,0.00053787726,0.00033359663],"domain_scores_gemma":[0.9989662,0.00036117388,0.00025545614,0.0003631583,0.00002878662,0.000025182026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013026703,0.00023159337,0.00026690113,0.00016185612,0.00094641343,0.00026495857,0.00025439428,0.000054507735,0.00004905527],"category_scores_gemma":[0.00049134897,0.00012892892,0.00009381689,0.0005204072,0.00081287196,0.00031263666,0.00023072824,0.00017028175,0.00003986844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008860333,0.003482322,0.20800786,0.018988531,0.00056473305,0.0014048571,0.004241872,0.027343085,0.008521593,0.6364013,0.001444146,0.08073937],"study_design_scores_gemma":[0.002282801,0.00005320623,0.97765416,0.00019717324,0.00017562708,0.0000023786477,0.0002957849,0.0017785227,0.0006370582,0.010048319,0.0065048607,0.00037011557],"about_ca_topic_score_codex":0.00029324918,"about_ca_topic_score_gemma":0.000019111552,"teacher_disagreement_score":0.7696463,"about_ca_system_score_codex":0.00011012733,"about_ca_system_score_gemma":0.00007079521,"threshold_uncertainty_score":0.7279143},"labels":[],"label_agreement":null},{"id":"W4402875755","doi":"10.1002/bse.3972","title":"Decontesting an essentially contested concept: The standardization of sustainable finance","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique; Université Laval","funders":"","keywords":"Standardization; Business; Economics; Political science; Law","score_opus":0.013429445692238915,"score_gpt":0.2250892214275199,"score_spread":0.21165977573528097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402875755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97090507,0.002236875,0.017268358,0.0016900084,0.00016527972,0.0009217293,0.000005098309,0.00009255398,0.006715008],"genre_scores_gemma":[0.9987848,0.000052335457,0.000025650386,0.00008769813,0.00019417559,0.000027196063,0.00001848641,0.000018551294,0.00079113303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988841,0.00004977376,0.0003753873,0.00025253108,0.0002322989,0.00020593543],"domain_scores_gemma":[0.9991307,0.00020537962,0.0002846452,0.00024258219,0.00012974268,0.000006902919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012594258,0.00014456405,0.00019399467,0.000045247256,0.00037073568,0.00041597005,0.00014770213,0.000046766043,0.00006013193],"category_scores_gemma":[0.00029443813,0.000086951644,0.00004136461,0.00036268926,0.000495022,0.000730618,0.00013474657,0.00011699477,0.0000061770534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025443078,0.000071045,0.0019266213,0.0003587972,0.000060582577,0.000074847405,0.0004687735,0.021441653,0.0014622377,0.95120555,0.000047359274,0.022628106],"study_design_scores_gemma":[0.006895684,0.00013577871,0.28612205,0.0008453742,0.0011787866,0.00006621844,0.02976313,0.13886486,0.0019800263,0.35920206,0.17318462,0.0017614412],"about_ca_topic_score_codex":0.0007543427,"about_ca_topic_score_gemma":0.000050585128,"teacher_disagreement_score":0.59200346,"about_ca_system_score_codex":0.00003158428,"about_ca_system_score_gemma":0.000087093336,"threshold_uncertainty_score":0.40112087},"labels":[],"label_agreement":null},{"id":"W4403360092","doi":"10.1002/bse.4002","title":"Common ownership and investor‐focused disclosure: Evidence from ESG financial materiality","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; HEC Montréal","funders":"","keywords":"Materiality (auditing); Business; Accounting; Financial system","score_opus":0.03054259473010672,"score_gpt":0.2020953999254695,"score_spread":0.17155280519536276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403360092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900672,0.0040531727,0.00047965287,0.0042717634,0.00037127503,0.00025108323,0.0000196445,0.000056168246,0.00043005697],"genre_scores_gemma":[0.9973708,0.0009798532,0.00001614541,0.00048752973,0.00074916164,0.000038224392,0.000014940159,0.000018744406,0.00032464808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99895966,0.000029821636,0.00023294264,0.00038810095,0.00018674007,0.00020273613],"domain_scores_gemma":[0.99953914,0.00009046422,0.00012534042,0.00021976868,0.0000111733725,0.000014109648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208965,0.00022279439,0.00024282375,0.000031908927,0.00021265412,0.00053501135,0.00016118362,0.00007870807,0.0000944306],"category_scores_gemma":[0.000036794114,0.00014234206,0.000036646332,0.00017313988,0.00037399333,0.0009291825,0.00016454853,0.0001370109,0.000086728534],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002658313,0.00031933177,0.3500548,0.002422619,0.00021507083,0.0006167618,0.0008522411,0.0011058644,0.0037654217,0.49122715,0.007502098,0.13926035],"study_design_scores_gemma":[0.0007149196,0.0000075867547,0.93848956,0.00029602164,0.00010295319,0.0000028047905,0.000023615654,0.00073635054,0.0000406437,0.031856216,0.027475715,0.00025362303],"about_ca_topic_score_codex":0.0026892007,"about_ca_topic_score_gemma":0.00015560289,"teacher_disagreement_score":0.58843476,"about_ca_system_score_codex":0.000022215538,"about_ca_system_score_gemma":0.000024062907,"threshold_uncertainty_score":0.58045405},"labels":[],"label_agreement":null},{"id":"W4403368292","doi":"10.1002/bse.3997","title":"Competing narratives inhibit a circular economy for bio‐based plastic packaging: Insights from a social innovation lab study in Brazil, Canada, Poland and the UK","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"Economic and Social Research Council; Narodowe Centrum Badań i Rozwoju; Social Sciences and Humanities Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Circular economy; Plastic packaging; Narrative; Economy; Economic geography; Social innovation; Business; Political science; Economics; Engineering; Biology; Ecology; Public relations; Mechanical engineering; Art","score_opus":0.009812491560030317,"score_gpt":0.19914387340897136,"score_spread":0.18933138184894105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403368292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883309,0.0006136234,0.0019183101,0.0067399866,0.0001267952,0.0015702727,0.000005949408,0.000023397897,0.00067075656],"genre_scores_gemma":[0.99861115,0.0000057231364,0.000010366737,0.00068839925,0.0002910449,0.00027223575,0.00006444179,0.000021779146,0.000034865683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99886477,0.000063514606,0.00032598682,0.00036421447,0.00016432973,0.00021716855],"domain_scores_gemma":[0.99934286,0.00035318217,0.00013189808,0.00013190921,0.000033249118,0.0000069223843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422937,0.00022402726,0.00025667791,0.00018485794,0.00045789633,0.0005819631,0.00012386813,0.000037761263,0.000031292173],"category_scores_gemma":[0.000045506993,0.00014151812,0.000023804818,0.0004425083,0.00025342198,0.0002867604,0.00014975402,0.00013008654,0.000001875565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002820725,0.0006522567,0.111072004,0.0031482186,0.0011727132,0.0003024673,0.01577358,0.01874559,0.00026779508,0.83974963,0.0011374971,0.0051575205],"study_design_scores_gemma":[0.028970102,0.000042402262,0.56993574,0.00028603937,0.00051408715,0.0000017288961,0.114242785,0.122223444,0.000019001578,0.12469625,0.037967242,0.0011011739],"about_ca_topic_score_codex":0.054121103,"about_ca_topic_score_gemma":0.024834776,"teacher_disagreement_score":0.7150534,"about_ca_system_score_codex":0.00010151381,"about_ca_system_score_gemma":0.00008142391,"threshold_uncertainty_score":0.99295944},"labels":[],"label_agreement":null},{"id":"W4404329487","doi":"10.1002/bse.4026","title":"Continuous improvement strategies towards energy transition: The importance of individual employees' entrepreneurial orientation and learning processes","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Windsor","funders":"Atlantic Canada Opportunities Agency","keywords":"Transition (genetics); Business; Energy transition; Orientation (vector space); Marketing; Entrepreneurial orientation; Energy (signal processing); Psychology; Process management; Industrial organization; Knowledge management; Entrepreneurship; Computer science","score_opus":0.009809662950839104,"score_gpt":0.20361652708802783,"score_spread":0.19380686413718873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404329487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98711973,0.0071915314,0.0006102018,0.0030000352,0.00019636733,0.00028671365,0.000007334228,0.000052163996,0.0015359377],"genre_scores_gemma":[0.99665195,0.002508529,0.00000731269,0.00030663342,0.00034889852,0.00007051587,0.000024019404,0.00001263855,0.00006951435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989293,0.000028780873,0.0002883124,0.00030571024,0.0002741502,0.0001737183],"domain_scores_gemma":[0.9995903,0.00009184468,0.00014624117,0.000120039964,0.000043104006,0.000008487208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035923897,0.00018619097,0.00019331368,0.00004283376,0.0003397432,0.00052883907,0.00013115736,0.000039907114,0.00007252873],"category_scores_gemma":[0.00002732401,0.00010298826,0.000036253878,0.00020482203,0.00044994883,0.00061670324,0.00012022569,0.000115127994,0.0000022187494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011262288,0.00045874767,0.04041817,0.0039986423,0.0011398086,0.00006841637,0.011343084,0.023215672,0.0012193357,0.5749614,0.0005882395,0.34146222],"study_design_scores_gemma":[0.013970335,0.0008704442,0.5648401,0.0014327532,0.0042953147,0.000071823066,0.098896466,0.006869972,0.0027013374,0.16340321,0.13960144,0.0030468253],"about_ca_topic_score_codex":0.0005460351,"about_ca_topic_score_gemma":0.00006654565,"teacher_disagreement_score":0.52442193,"about_ca_system_score_codex":0.000006885529,"about_ca_system_score_gemma":0.000030904823,"threshold_uncertainty_score":0.5099607},"labels":[],"label_agreement":null},{"id":"W4404340839","doi":"10.1002/bse.4047","title":"Effective environmental strategy or illusory tactics? Corporate greenwashing and innovation willingness","year":2024,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Ministry of Education of the People's Republic of China","keywords":"Greenwashing; Business; Marketing; Corporate social responsibility; Advertising; Public relations; Political science","score_opus":0.018748137024107048,"score_gpt":0.21052442340199282,"score_spread":0.19177628637788577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404340839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915407,0.0021036258,0.0018153781,0.0013759807,0.000305692,0.0013561597,0.000016072328,0.000141864,0.0013445644],"genre_scores_gemma":[0.9971609,0.0005637174,0.000045575875,0.00044014674,0.0005114035,0.00019502807,0.000088911125,0.000074104166,0.0009201804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978023,0.0000688894,0.0005148613,0.0007529678,0.0004132874,0.0004477021],"domain_scores_gemma":[0.9990362,0.00024625423,0.00030732562,0.0003599143,0.000023249864,0.000027055468],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009057723,0.00050699484,0.00039136584,0.00025605754,0.0005731778,0.00087658444,0.00022213647,0.00017022145,0.00034346778],"category_scores_gemma":[0.00006312243,0.00033941746,0.000052570904,0.00080057635,0.0013053984,0.0019381653,0.00042267013,0.00037347208,0.00012055308],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027667063,0.0009215678,0.06664425,0.004677183,0.0006779018,0.0007082479,0.00080901757,0.022049952,0.0057364344,0.5238249,0.00032671998,0.37085715],"study_design_scores_gemma":[0.004443995,0.00009725404,0.8709933,0.00032426362,0.0006050324,0.00014608675,0.002611791,0.026875142,0.00018285854,0.061552987,0.030634247,0.0015330128],"about_ca_topic_score_codex":0.00022703107,"about_ca_topic_score_gemma":0.000013921765,"teacher_disagreement_score":0.80434906,"about_ca_system_score_codex":0.00017004837,"about_ca_system_score_gemma":0.000027804139,"threshold_uncertainty_score":0.99990577},"labels":[],"label_agreement":null},{"id":"W4406815084","doi":"10.1002/bse.4150","title":"Does It Pay Off to Disclose Sustainability Information? The Effect of ESG Disclosure on ESG Controversies in European Banks","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Accounting; Sustainability reporting; Sustainability","score_opus":0.003564616496919852,"score_gpt":0.20866230828112908,"score_spread":0.20509769178420922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406815084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692904,0.000032467608,0.00018696242,0.019001994,0.000132297,0.0012675832,0.0000026662349,0.000015144882,0.010070505],"genre_scores_gemma":[0.99871033,0.000014896452,0.0000010383754,0.0005993605,0.000066738845,0.000047368307,0.000005404928,0.000007479169,0.0005473849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869335,0.00019159455,0.0004854241,0.00020726686,0.00021480615,0.00020758907],"domain_scores_gemma":[0.99862224,0.00062943465,0.00030198426,0.00037975502,0.000056646957,0.000009956676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017664684,0.00019324788,0.00028507237,0.000084157386,0.00025018115,0.00019015303,0.00021678756,0.000041499257,0.000017819946],"category_scores_gemma":[0.0015113109,0.00007685427,0.00006955044,0.00039196326,0.00034054383,0.00037478228,0.0003151113,0.00016898668,0.000011697707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052968045,0.0002402815,0.6461589,0.0013375751,0.00014398053,0.000045329532,0.0014360109,0.018710818,0.000048254657,0.092642926,0.0003360462,0.2336031],"study_design_scores_gemma":[0.0017492467,0.00003129979,0.9712468,0.000085535576,0.0000811927,3.5926627e-7,0.0021190671,0.00025406972,0.000034016906,0.007869336,0.01637717,0.00015192339],"about_ca_topic_score_codex":0.00042151925,"about_ca_topic_score_gemma":0.00017685289,"teacher_disagreement_score":0.3250879,"about_ca_system_score_codex":0.00008636766,"about_ca_system_score_gemma":0.000037614347,"threshold_uncertainty_score":0.31340262},"labels":[],"label_agreement":null},{"id":"W4407093793","doi":"10.1002/bse.4154","title":"Readiness for Mandatory Climate‐Related Disclosures: A Tri‐Jurisdictional Analysis of Governance Attributes in Australia, New Zealand and the United Kingdom","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Victoria University; Victoria University of Wellington","keywords":"Corporate governance; Accounting; Business; Kingdom; Political science; Finance","score_opus":0.026247608302849796,"score_gpt":0.2504477471527322,"score_spread":0.2242001388498824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407093793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98995125,0.0007814515,0.0007564913,0.00723831,0.00010373761,0.00060738326,0.000029644956,0.000015240772,0.0005164828],"genre_scores_gemma":[0.99709624,0.000583013,0.000011694984,0.00013361833,0.00004765507,0.00005972042,0.000075030715,0.0000056238937,0.0019874165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99913013,0.000026277214,0.00034422084,0.00020942106,0.00013202963,0.00015791501],"domain_scores_gemma":[0.99938506,0.00018662181,0.00023036449,0.00015736106,0.00003383444,0.000006786047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044001127,0.00014998543,0.0003572935,0.00015905844,0.00021526885,0.00008598417,0.0001167035,0.000048894224,0.000045214554],"category_scores_gemma":[0.00002881141,0.0000860517,0.00007341308,0.0008763624,0.00045296393,0.00016600834,0.00009943295,0.00006889557,0.000001499857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015873658,0.00008885651,0.24917307,0.00015982985,0.00088700326,0.0000010656248,0.00012530973,0.024268292,0.00001655794,0.72175246,0.0008555297,0.0010846667],"study_design_scores_gemma":[0.005440805,0.0000033313688,0.9555731,0.00006452901,0.0007034893,2.8639698e-7,0.000114939416,0.008834652,0.000002758915,0.016750742,0.01240972,0.00010166515],"about_ca_topic_score_codex":0.0020077296,"about_ca_topic_score_gemma":0.00024136734,"teacher_disagreement_score":0.7064,"about_ca_system_score_codex":0.000016172937,"about_ca_system_score_gemma":0.000010308487,"threshold_uncertainty_score":0.35090864},"labels":[],"label_agreement":null},{"id":"W4411287843","doi":"10.1002/bse.70031","title":"Interrogating the Economic, Environmental, and Social Impact of Artificial Intelligence and Big Data in Sustainable Entrepreneurship","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Entrepreneurship; Big data; Social entrepreneurship; Sustainable development; Sociology; Economics; Political science; Computer science; Data mining","score_opus":0.0732360484730304,"score_gpt":0.2838889308927851,"score_spread":0.21065288241975472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411287843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494296,0.0010289592,0.00094290194,0.0017379744,0.00010516505,0.0004115139,0.000029878956,0.000009660673,0.00079097284],"genre_scores_gemma":[0.99896914,0.0005815306,0.000008016095,0.00010238386,0.00015247116,0.000016352602,0.000054938628,0.000009168831,0.0001059798],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988746,0.000036166304,0.0003574872,0.00038447208,0.000099066194,0.00024821542],"domain_scores_gemma":[0.9992784,0.0001349603,0.00018323142,0.000387981,0.000008034108,0.000007384636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752103,0.0001994904,0.00024201185,0.000107490574,0.0002970425,0.00026310934,0.00040894834,0.00006449618,0.00010968782],"category_scores_gemma":[0.000031413107,0.00012294327,0.000027510852,0.00011311081,0.00092811714,0.0005612052,0.0012264898,0.00014606079,0.000008041275],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010726419,0.00035112246,0.10893313,0.0008457374,0.00023612432,0.000018718627,0.001148047,0.0040197363,0.00064932223,0.4235816,0.00017806346,0.45896578],"study_design_scores_gemma":[0.0014809209,0.00003596852,0.8097791,0.00017853052,0.0003796524,0.000015582444,0.020704351,0.04875416,0.00030079222,0.10977359,0.0078107323,0.0007866277],"about_ca_topic_score_codex":0.0022271774,"about_ca_topic_score_gemma":0.00020223694,"teacher_disagreement_score":0.70084596,"about_ca_system_score_codex":0.000046473022,"about_ca_system_score_gemma":0.000029924873,"threshold_uncertainty_score":0.5013481},"labels":[],"label_agreement":null},{"id":"W4411634418","doi":"10.1002/bse.70043","title":"Creating Territorial Value Through Circular Economy: Why Proximities Matter?","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circular economy; Sustainability; Business; Adaptability; Value (mathematics); Corporate governance; Resilience (materials science); Resource (disambiguation); Environmental resource management; Industrial organization; Knowledge management; Economic system; Economics; Management; Ecology","score_opus":0.007081181972999765,"score_gpt":0.187111151502386,"score_spread":0.18002996952938624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411634418","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11117099,0.0019707019,0.03347943,0.043789316,0.0025586148,0.003766768,0.0000049775376,0.00030223763,0.80295694],"genre_scores_gemma":[0.98821485,0.000074414085,0.00012200935,0.0066024964,0.001382107,0.00028994418,0.000029621233,0.00003328474,0.0032512785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986684,0.000039032122,0.00033301298,0.0004212918,0.00016955503,0.00036875735],"domain_scores_gemma":[0.9993124,0.00007648429,0.00016385764,0.00040563647,0.000033299275,0.000008349004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043875776,0.00029183514,0.00029342537,0.00011631832,0.00056923646,0.0006641075,0.00030105343,0.00007738579,0.00033401663],"category_scores_gemma":[0.00002887857,0.00021954709,0.00007084761,0.00022954872,0.0003412227,0.000875243,0.00044270616,0.00013619881,0.00009489784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015516902,0.00011978774,0.007665561,0.0011863282,0.00020120948,0.000021866186,0.00017365359,0.008204818,0.000023961764,0.9755701,0.005382754,0.0012948],"study_design_scores_gemma":[0.00338399,0.000006922699,0.022791822,0.000116775635,0.00030779053,0.0000020337732,0.0038742397,0.004133319,0.000043499163,0.35731313,0.6075529,0.00047359837],"about_ca_topic_score_codex":0.0019283601,"about_ca_topic_score_gemma":0.0000064953874,"teacher_disagreement_score":0.87704384,"about_ca_system_score_codex":0.00009548642,"about_ca_system_score_gemma":0.00002559965,"threshold_uncertainty_score":0.89528704},"labels":[],"label_agreement":null},{"id":"W4411747057","doi":"10.1002/bse.70045","title":"How Cooperatives Embed Circularity in Their Business Models and Governance—Results From an International Survey","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Desjardins; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Corporate governance; Business; Process management; International business; Industrial organization; Knowledge management; Economics; Management; Computer science; Finance","score_opus":0.019358394855874324,"score_gpt":0.21299572507456443,"score_spread":0.19363733021869012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411747057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716533,0.0006475781,0.009386342,0.010913971,0.00033471538,0.000870679,0.00008481749,0.00004667178,0.0060619316],"genre_scores_gemma":[0.9972545,0.00076668186,0.000038903938,0.0006018198,0.00014296525,0.00006376657,0.00032439863,0.000017000766,0.0007899772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985734,0.00009313721,0.00028879408,0.00056348694,0.00022343366,0.00025774908],"domain_scores_gemma":[0.99919575,0.00014491973,0.00016667198,0.00038103256,0.00009844134,0.000013194318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082134985,0.00028525424,0.00029958913,0.00011592578,0.00021175867,0.0008738044,0.0003538012,0.00008195766,0.000030188778],"category_scores_gemma":[0.00014597867,0.00020545477,0.000023661496,0.000416654,0.0003163866,0.0017791379,0.00046292442,0.00014747535,0.0000027012377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031633729,0.0011465064,0.124498814,0.00038337754,0.00054725737,0.000100952675,0.0009112066,0.15875556,0.0001792882,0.6667788,0.00034808292,0.043186765],"study_design_scores_gemma":[0.0043056984,0.0000029033863,0.890559,0.000051787323,0.000033247874,3.8105256e-7,0.0011003232,0.07142875,0.00000820404,0.028154787,0.004108362,0.00024653412],"about_ca_topic_score_codex":0.008176629,"about_ca_topic_score_gemma":0.0011295815,"teacher_disagreement_score":0.76606023,"about_ca_system_score_codex":0.000063869156,"about_ca_system_score_gemma":0.00002783314,"threshold_uncertainty_score":0.998428},"labels":[],"label_agreement":null},{"id":"W4412733523","doi":"10.1002/bse.70094","title":"Understanding the Effects of Corporate Environmental Communication on Jobseekers","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Corporate communication; Marketing; Public relations; Knowledge management; Process management; Corporate social responsibility; Computer science; Political science","score_opus":0.035534325239734994,"score_gpt":0.19718862505849008,"score_spread":0.1616542998187551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412733523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959129,0.0016135506,0.0033634286,0.005157997,0.00037395753,0.0009693351,0.0000033580422,0.000051903466,0.029337464],"genre_scores_gemma":[0.9980369,0.0005951074,0.000006923274,0.0007649103,0.000047283702,0.000034688554,0.000014922187,0.000011480643,0.0004877349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99926674,0.000048290287,0.00019917502,0.00017001393,0.00016431825,0.00015143424],"domain_scores_gemma":[0.99911594,0.00027979095,0.0002243891,0.00036920194,0.0000046383034,0.000006011052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038728234,0.00015760669,0.00017292671,0.00007007059,0.00050384516,0.0001047522,0.00023823675,0.000049554557,0.000027771093],"category_scores_gemma":[0.000023762703,0.000090896494,0.00004666223,0.00016044782,0.00061486225,0.00016977108,0.0001602745,0.0001366641,0.000026309555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005222614,0.00025710295,0.01751897,0.00042253497,0.00020316242,0.0000041459384,0.00021658976,0.004420565,0.0011131531,0.97086984,0.0012012868,0.0032503745],"study_design_scores_gemma":[0.010489979,0.000064977605,0.6209941,0.00086789695,0.0007550722,0.0000032986686,0.0037990361,0.0049482966,0.0007020185,0.34490138,0.0117933825,0.0006805591],"about_ca_topic_score_codex":0.00010121951,"about_ca_topic_score_gemma":0.000006280594,"teacher_disagreement_score":0.62596846,"about_ca_system_score_codex":0.00004788529,"about_ca_system_score_gemma":0.0000065620793,"threshold_uncertainty_score":0.38752207},"labels":[],"label_agreement":null},{"id":"W4413734462","doi":"10.1002/bse.70152","title":"The Greening of Industry: Navigating the Nexus of Environmental Policies and Regulations, and Emission Abatement Strategies","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"Charles Darwin University","keywords":"Nexus (standard); Greening; Environmental policy; Business; Natural resource economics; Economics; Environmental economics; Environmental planning; Environmental resource management; Environmental science; Political science; Engineering","score_opus":0.007157549558152788,"score_gpt":0.22075343717519108,"score_spread":0.2135958876170383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413734462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900832,0.002952186,0.00012444567,0.0052873357,0.00005257533,0.000581003,0.000005552909,0.000011117003,0.00090256],"genre_scores_gemma":[0.9988061,0.0007273322,0.000022220389,0.00012368622,0.000057133293,0.00004181427,0.000008173238,0.000012749079,0.00020078222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99873227,0.000059022717,0.00046107275,0.00025305682,0.00026583005,0.00022875238],"domain_scores_gemma":[0.9990189,0.0002509763,0.00036237147,0.00033992165,0.000015594082,0.00001221655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007155751,0.00023151068,0.0002459201,0.000043015923,0.00085945486,0.0002083482,0.00021940109,0.00010810901,0.000024431116],"category_scores_gemma":[0.00004032453,0.00012454033,0.00003512076,0.0001780991,0.0022550218,0.00043592224,0.0006041148,0.00027789024,7.4387924e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000743714,0.00044693073,0.37620756,0.0016318014,0.00041111634,0.0000055196588,0.002293656,0.01701589,0.009832662,0.4499076,0.00012671287,0.14137681],"study_design_scores_gemma":[0.0011003033,0.000012445026,0.9536095,0.00015878929,0.00014588266,0.0000038755297,0.016608022,0.0019526229,0.00021710736,0.023718981,0.002303773,0.00016868468],"about_ca_topic_score_codex":0.00087199156,"about_ca_topic_score_gemma":0.000016537215,"teacher_disagreement_score":0.57740194,"about_ca_system_score_codex":0.000036123216,"about_ca_system_score_gemma":0.000018979594,"threshold_uncertainty_score":0.8308722},"labels":[],"label_agreement":null},{"id":"W4413766899","doi":"10.1002/bse.70156","title":"Impact of Female Executive Power on Corporate ESG Performance: The Mediating Role of Managerial Self‐Interest","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Business; Power (physics); Executive power; Accounting; Political science; Politics","score_opus":0.04477726448903422,"score_gpt":0.25847183392485457,"score_spread":0.21369456943582035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413766899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97197115,0.00008510855,0.000023389222,0.00023291448,0.00007897252,0.00019738727,0.000011378375,0.000005353088,0.027394341],"genre_scores_gemma":[0.9993337,0.000371595,0.0000052436267,0.00001862961,0.000021552354,0.0000037738696,0.0000025090972,0.0000019280137,0.00024110689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992785,0.00019531652,0.00014491813,0.000107202904,0.00015002445,0.00012404559],"domain_scores_gemma":[0.9995262,0.000109553985,0.00018554085,0.00013757129,0.000021350332,0.000019800158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005626558,0.00007830309,0.00013880954,0.000022737995,0.00032402354,0.000019799923,0.00017370126,0.00004635046,0.000071603776],"category_scores_gemma":[0.000018750707,0.000043893942,0.000050755796,0.000117267286,0.0005493867,0.00007472562,0.00007926964,0.00007608863,0.0000032573848],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002276342,0.0008061923,0.41081804,0.00018070727,0.00083076337,0.0000044445023,0.094352156,0.008736928,0.0010932023,0.47309682,0.00018392019,0.0076204934],"study_design_scores_gemma":[0.0008391834,0.00009155525,0.9749193,0.000029317052,0.00005643556,1.8674324e-7,0.018827839,0.00011392493,0.0005088555,0.004254286,0.00028082647,0.00007826972],"about_ca_topic_score_codex":0.0007258697,"about_ca_topic_score_gemma":0.000017675704,"teacher_disagreement_score":0.5641013,"about_ca_system_score_codex":0.000036095145,"about_ca_system_score_gemma":0.000058770325,"threshold_uncertainty_score":0.24921599},"labels":[],"label_agreement":null},{"id":"W4415488483","doi":"10.1002/bse.70289","title":"Board Characteristics and Climate Commitment: A Comprehensive Analysis Unraveling Linear and Nonlinear Relationships","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Panel data; Corporate governance; On board; Climate change; Diversity (politics); Environmental governance; Empirical evidence; Quantile regression; Stewardship theory","score_opus":0.02807173813567204,"score_gpt":0.24207541155268592,"score_spread":0.21400367341701387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415488483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954168,0.00058587757,0.0010097213,0.0014257845,0.00006080009,0.00038092438,0.000008665723,0.000034094926,0.0010773077],"genre_scores_gemma":[0.998381,0.000683156,0.00025240597,0.00032708753,0.000112759364,0.000018658955,0.00005296954,0.000011734887,0.0001601867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988105,0.00006310643,0.00043339827,0.00033727213,0.00014887477,0.0002067934],"domain_scores_gemma":[0.99908555,0.00026239475,0.00033173905,0.00023355133,0.00006977702,0.000016978855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072056754,0.00019907854,0.0003758443,0.00016955579,0.0007367531,0.0002651215,0.00007246335,0.00008229388,0.000014824135],"category_scores_gemma":[0.00016182862,0.00015429367,0.000052261617,0.00051640015,0.00040040212,0.00023093226,0.00032404208,0.00019981543,0.000007469558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067420024,0.00015568563,0.8989416,0.00056092895,0.0008287303,0.000033072385,0.0002936921,0.0024121806,0.00024801798,0.07585245,0.000011754952,0.01998768],"study_design_scores_gemma":[0.00092225836,0.0000040243162,0.94843936,0.000043718752,0.000979747,0.0000014569408,0.00065158174,0.04109881,0.0000047650224,0.0035471644,0.0041239792,0.00018315582],"about_ca_topic_score_codex":0.00025839452,"about_ca_topic_score_gemma":0.000069350644,"teacher_disagreement_score":0.072305284,"about_ca_system_score_codex":0.000021756994,"about_ca_system_score_gemma":0.000017528162,"threshold_uncertainty_score":0.62919134},"labels":[],"label_agreement":null},{"id":"W4415542441","doi":"10.1002/bse.70295","title":"Building a Sustainable Manufacturing Industry: The Role of Innovativeness and Other Strategic Factors","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Automotive industry; Manufacturing; Structural equation modeling; Sustainable development; Competitive advantage; Point (geometry); Sustainability; Cluster (spacecraft)","score_opus":0.009636995798722597,"score_gpt":0.20252229679816647,"score_spread":0.19288530099944387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415542441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771742,0.00069374486,0.00058802264,0.0012726339,0.00005338366,0.00075386884,0.0000013696443,0.000029221846,0.019433504],"genre_scores_gemma":[0.99841416,0.000030798314,0.00001880012,0.0003545373,0.00007577404,0.00006766194,0.0000030741107,0.000019448467,0.0010157323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988109,0.00004189853,0.00028772146,0.0003026159,0.00019797575,0.00035887485],"domain_scores_gemma":[0.99929744,0.00011556504,0.0002157228,0.0003148549,0.000047542762,0.000008852668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007088533,0.00026016502,0.00026092338,0.00020245728,0.00046615477,0.0003084155,0.000291327,0.00010969181,0.00008017225],"category_scores_gemma":[0.000028811053,0.00015147642,0.00003365425,0.00047174076,0.000513722,0.00036264944,0.00056940503,0.00025725737,0.0000017533698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008479588,0.000047250353,0.013861955,0.00036601984,0.00010109823,0.000004816767,0.000086132975,0.0030523797,0.000107115404,0.9794935,0.000012512584,0.0027824102],"study_design_scores_gemma":[0.0026735608,0.0000133039375,0.1757449,0.00013863102,0.00028164845,0.000001781775,0.073036976,0.0023685638,0.0019488524,0.64665145,0.09665296,0.00048734221],"about_ca_topic_score_codex":0.0023683717,"about_ca_topic_score_gemma":0.000009491203,"teacher_disagreement_score":0.33284205,"about_ca_system_score_codex":0.000046303412,"about_ca_system_score_gemma":0.000027624195,"threshold_uncertainty_score":0.6177029},"labels":[],"label_agreement":null},{"id":"W4415836418","doi":"10.1002/bse.70299","title":"An Integrative Model for Resilience Through Circular Business Models: Insights Using a Multilevel Perspective","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Agence Nationale de la Recherche","keywords":"Resilience (materials science); Perspective (graphical); Sustainability; Context (archaeology); Value (mathematics); Interview; Circular economy","score_opus":0.02544881536596175,"score_gpt":0.2526771156174727,"score_spread":0.22722830025151095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415836418","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05280521,0.0009987811,0.9369342,0.0012813796,0.00014393858,0.0019364138,0.000006175371,0.00007928635,0.005814624],"genre_scores_gemma":[0.9950146,0.00019097367,0.0023894282,0.0010708253,0.00017489369,0.00037157716,0.000028494685,0.000042064086,0.0007171413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980504,0.000046532474,0.00037171663,0.00078408397,0.00029493155,0.00045237245],"domain_scores_gemma":[0.99873596,0.00009458143,0.00022088272,0.0005829898,0.00034874352,0.000016847107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040686058,0.00044581684,0.00041809338,0.00023241735,0.00083721435,0.00042625648,0.0004847127,0.000117536474,0.000015520216],"category_scores_gemma":[0.000090738686,0.0003126808,0.00008496371,0.00062610325,0.0005998896,0.0022158567,0.0003245019,0.00016477286,0.0000041782014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021446624,0.00014613231,0.000027197928,0.00017106759,0.000061563645,0.0000045508627,0.00061983184,0.51607525,0.000116236966,0.48185268,0.00003133133,0.0006796941],"study_design_scores_gemma":[0.0016923605,0.000004742267,0.00076532934,0.00007082894,0.00015812097,6.080231e-7,0.008934722,0.63307554,0.000017655786,0.3545333,0.0005011575,0.00024561377],"about_ca_topic_score_codex":0.002269884,"about_ca_topic_score_gemma":0.000058286412,"teacher_disagreement_score":0.94220936,"about_ca_system_score_codex":0.00026280168,"about_ca_system_score_gemma":0.00010572727,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W4417177089","doi":"10.1002/bse.70419","title":"Toward an SDG‐Based Typology for US Nonprofits","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Typology; Hybridity; Dimension (graph theory); Institutional theory; Sustainability; Key (lock); Sustainable development; Scale (ratio)","score_opus":0.03490099930896503,"score_gpt":0.2978472405414089,"score_spread":0.26294624123244387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417177089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372925,0.00071775186,0.01827235,0.0060120015,0.00062976754,0.0011658219,0.000015678183,0.00007064343,0.035823498],"genre_scores_gemma":[0.9979639,0.00009686369,0.00030228886,0.0002974919,0.00010497856,0.00009996444,0.000007017805,0.000006341911,0.0011211768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992942,0.00009188988,0.00011334909,0.0001894247,0.00009117339,0.00021991441],"domain_scores_gemma":[0.999667,0.00010626188,0.000034981156,0.00013590168,0.000015321926,0.00004051611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044768286,0.00009237293,0.0001321914,0.000028017983,0.00047184297,0.000048336144,0.00014765891,0.00008160844,0.00008905841],"category_scores_gemma":[0.00002757932,0.00006645075,0.000031367912,0.00008918539,0.0004652746,0.0000783476,0.000026664226,0.000060007915,0.0000052855853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000436054,0.00013118934,0.015079873,0.00008937599,0.00005177161,0.0000031012066,0.0017044789,0.001167531,0.0007342256,0.9691308,0.000089745976,0.011381848],"study_design_scores_gemma":[0.009535488,0.00019569827,0.65680474,0.000091501286,0.00027283013,0.0000020599732,0.011652297,0.004499004,0.0016430654,0.06342067,0.25105235,0.00083030405],"about_ca_topic_score_codex":0.0015563344,"about_ca_topic_score_gemma":0.0003970839,"teacher_disagreement_score":0.90571016,"about_ca_system_score_codex":0.000035046127,"about_ca_system_score_gemma":0.00007624997,"threshold_uncertainty_score":0.3629082},"labels":[],"label_agreement":null},{"id":"W4417186550","doi":"10.1002/bse.70387","title":"Are Ecosystems the Missing Link in Circular Transitions? Insights From a Comprehensive Literature Analysis","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Circular economy; Stakeholder; Latent Dirichlet allocation; Ecosystem; Systematic review; Business ecosystem; Key (lock); Business model","score_opus":0.008794527179278252,"score_gpt":0.19136066059906834,"score_spread":0.18256613341979008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417186550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.861797,0.02539964,0.02088145,0.08138809,0.00046953483,0.0027277297,0.000021436486,0.00012216246,0.0071929563],"genre_scores_gemma":[0.99625194,0.00018739942,0.00001773517,0.0028799917,0.0002263393,0.00011270888,0.000110318266,0.000013900786,0.00019966556],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99865174,0.0001134834,0.00034966544,0.00041753662,0.00022420828,0.00024337025],"domain_scores_gemma":[0.99907696,0.00013297232,0.00022452722,0.00049743004,0.000058326576,0.000009802847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021657693,0.00026868956,0.00039386484,0.0004020322,0.00046395804,0.0006728079,0.0002866631,0.000094728384,0.00006872384],"category_scores_gemma":[0.000022294807,0.00016288373,0.00012218658,0.0017100071,0.0001987405,0.00037383355,0.00016359497,0.0002278699,0.000015419859],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009460065,0.0007787747,0.041675065,0.0030837606,0.006003183,0.0010329743,0.0033187398,0.46168172,0.0007001008,0.45791593,0.0011070146,0.02175672],"study_design_scores_gemma":[0.003530142,0.0000030152564,0.74188447,0.00044207854,0.0017833111,0.0000011638554,0.009199634,0.08121738,0.000011461967,0.095034465,0.0664196,0.00047330378],"about_ca_topic_score_codex":0.0012228799,"about_ca_topic_score_gemma":0.00027871862,"teacher_disagreement_score":0.7002094,"about_ca_system_score_codex":0.00006869493,"about_ca_system_score_gemma":0.000012176304,"threshold_uncertainty_score":0.6642206},"labels":[],"label_agreement":null},{"id":"W4417291664","doi":"10.1002/bse.70452","title":"Addressing the Attitude Behaviour Perception Gap—Multimethod Sustainable Tourist Behaviour Evaluation","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Toronto Metropolitan University","funders":"","keywords":"Tourism; Perception; Sustainable tourism; Thematic analysis; Qualitative research; Qualitative property; Altruism (biology); Consumer behaviour; Destinations","score_opus":0.09853059274786323,"score_gpt":0.39214686389086584,"score_spread":0.2936162711430026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417291664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8377121,0.0016910101,0.0017439818,0.02368506,0.00029374906,0.0029150238,0.0000072098464,0.00006584069,0.13188599],"genre_scores_gemma":[0.9820204,0.0005028946,0.00016860805,0.000073533054,0.00012207322,0.00013102002,0.000008475162,0.000008199201,0.016964847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973988,0.0010104666,0.00017773373,0.00028023662,0.000746209,0.00038653394],"domain_scores_gemma":[0.9992372,0.00021216346,0.00008559355,0.00029556474,0.000115811934,0.0000537137],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004398554,0.00013444963,0.00014318548,0.00006683723,0.002143251,0.00042258314,0.00035733276,0.000099597026,0.00079671846],"category_scores_gemma":[0.00020325162,0.00008523396,0.000052585343,0.00023284055,0.001048293,0.0002850379,0.00020304248,0.0002244209,0.00003060511],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010826353,0.0019221969,0.09331407,0.00024986608,0.00043776148,0.00025985332,0.030722685,0.01939829,0.0009246005,0.50593626,0.010861244,0.33489057],"study_design_scores_gemma":[0.002017178,0.000022423063,0.91645855,0.000051268187,0.00033263746,0.0000014779695,0.0576529,0.0011147553,0.000045192348,0.017487044,0.004592739,0.00022380844],"about_ca_topic_score_codex":0.010468338,"about_ca_topic_score_gemma":0.00019700182,"teacher_disagreement_score":0.8231445,"about_ca_system_score_codex":0.00026621626,"about_ca_system_score_gemma":0.00022736512,"threshold_uncertainty_score":0.9991558},"labels":[],"label_agreement":null},{"id":"W7116706867","doi":"10.1002/bse.70370","title":"Does Accounting Scope 3 Emissions Improve Sustainable Business Outcomes? Evidence From the S&amp;P 500 Technology Companies","year":2025,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scope (computer science); Sustainability reporting; Sustainability; Corporate governance; Transparency (behavior); Comparability; Corporate sustainability; Environmental accounting; Corporate social responsibility","score_opus":0.017411526770452247,"score_gpt":0.24749483161203675,"score_spread":0.2300833048415845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116706867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624323,0.0018675281,0.0015212037,0.029956952,0.00049673446,0.0011569451,0.0000046615787,0.00015910075,0.0024045361],"genre_scores_gemma":[0.9929759,0.0002918571,0.00009968623,0.0007766166,0.00028737032,0.00013089796,0.000015028964,0.000026846403,0.0053958064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978033,0.00006429777,0.0006417092,0.0006087174,0.0003546768,0.00052735273],"domain_scores_gemma":[0.99742895,0.00081271835,0.00061947753,0.0008460467,0.00027768468,0.000015123183],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014330804,0.00037158554,0.00049328303,0.00014925086,0.0015774355,0.0008197137,0.0006400934,0.00017064999,0.00012314852],"category_scores_gemma":[0.0025440562,0.00017403053,0.00008889743,0.0012823011,0.00095696514,0.00096219906,0.0013059819,0.00035798122,0.00005057214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009180074,0.0003617609,0.7149069,0.0009249065,0.00045415736,0.000071385446,0.00042269097,0.0030645772,0.005359932,0.23181343,0.0006358762,0.041066375],"study_design_scores_gemma":[0.0013009189,0.0000036910915,0.83210593,0.00042399945,0.00035783343,0.0000014402507,0.0057130726,0.0005620302,0.00010001071,0.11641905,0.04254696,0.00046505648],"about_ca_topic_score_codex":0.005836001,"about_ca_topic_score_gemma":0.00038843488,"teacher_disagreement_score":0.11719905,"about_ca_system_score_codex":0.00009888327,"about_ca_system_score_gemma":0.00016890364,"threshold_uncertainty_score":0.99972236},"labels":[],"label_agreement":null}]}