{"meta":{"query_hash":"bd30d75ae044","filters":{"venue":"Society and Business Review"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/bd30d75ae044","api":"https://metacan.xera.ac/api/v1/cohort?venue=Society+and+Business+Review"},"results":[{"id":"W1570504609","doi":"10.1108/sbr-06-2013-0048","title":"Streamlining humanitarian and peacekeeping supply chains","year":2014,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":26,"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":"Supply chain; Peacekeeping; Context (archaeology); Humanitarian Logistics; Agile software development; Business; Order (exchange); Anticipation (artificial intelligence); Originality; Supply chain management; Value (mathematics); Marketing; Risk analysis (engineering); Process management; Computer science; Economics; Political science; Management; Law; Finance","score_opus":0.022626498865858054,"score_gpt":0.23043548959780058,"score_spread":0.20780899073194253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570504609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5188826,0.0058695236,0.3440638,0.016788274,0.0008221905,0.0016555933,0.00033989284,0.0013979578,0.11018018],"genre_scores_gemma":[0.9350054,0.0030217953,0.04994686,0.0005136417,0.0001843641,0.00021069845,0.00021236109,0.000093342554,0.010811417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979068,0.0008668429,0.00012925452,0.0002774417,0.00049030886,0.0003292431],"domain_scores_gemma":[0.9933476,0.0020309067,0.0015056991,0.0005910108,0.0014386671,0.0010861808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034288624,0.00045735948,0.00020223006,0.0016183425,0.0019122298,0.0055329655,0.0009767378,0.00089451985,0.005570036],"category_scores_gemma":[0.007695129,0.00025067147,0.00026401776,0.0023718781,0.0017841137,0.0054466473,0.0041992837,0.0010230927,0.001130242],"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":[0.00035671215,0.00036245675,0.03262175,0.0028735294,0.00014327455,0.002592115,0.018493684,0.057796266,0.016444808,0.17092912,0.020872332,0.67651397],"study_design_scores_gemma":[0.000100945734,0.0011425454,0.020642547,0.0031807031,0.00015046752,0.0012814562,0.05576229,0.079159774,0.013020141,0.24417865,0.5812022,0.00017824193],"about_ca_topic_score_codex":0.0017188101,"about_ca_topic_score_gemma":0.002075092,"teacher_disagreement_score":0.005570036,"about_ca_system_score_codex":0.0020570848,"about_ca_system_score_gemma":0.00485167,"threshold_uncertainty_score":0.018633604},"labels":[],"label_agreement":null},{"id":"W1594844934","doi":"10.1108/17465680710725263","title":"The disempowering empowerment of children's consumer “choice”","year":2007,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":45,"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":"Framing (construction); Empowerment; Rhetorical question; Narrative; Originality; Ideology; Sociology; Value (mathematics); Marketing; Consumption (sociology); Advertising; Public relations; Business; Social science; Political science; Law; Qualitative research; Politics","score_opus":0.02025257550750994,"score_gpt":0.3204677257619622,"score_spread":0.3002151502544523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594844934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36323628,0.18848176,0.003347615,0.091215916,0.00087784085,0.00006762887,0.00018580462,0.000030933625,0.35255623],"genre_scores_gemma":[0.9395233,0.045109436,0.0006656396,0.0026966953,0.0001758068,0.000045981065,0.000031568703,0.000017900084,0.011733673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99533373,0.0032973543,0.00009641998,0.00023328776,0.0006354362,0.00040379306],"domain_scores_gemma":[0.99129313,0.0065148985,0.0008289623,0.00028788645,0.0007452608,0.00032983877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070099994,0.00022831111,0.0003198616,0.0010016966,0.0028349145,0.006382709,0.00059821934,0.0015767178,0.0031149788],"category_scores_gemma":[0.0067808246,0.0001576048,0.00017387077,0.001230155,0.018936958,0.0047767092,0.0037760967,0.0019428929,0.00019564372],"study_design_candidate":"qualitative","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":[0.00008941316,0.0000338032,0.006569334,0.0012214939,0.000022994232,0.0010084282,0.42422894,0.00014648306,0.0007695657,0.4903318,0.010653796,0.06492401],"study_design_scores_gemma":[0.00002313038,0.000056421726,0.010206508,0.0036373946,0.000043723834,0.0007180459,0.26830587,0.00010464203,0.0011093786,0.050464552,0.6653002,0.000030152774],"about_ca_topic_score_codex":0.072090715,"about_ca_topic_score_gemma":0.112910695,"teacher_disagreement_score":0.072090715,"about_ca_system_score_codex":0.007484126,"about_ca_system_score_gemma":0.013978372,"threshold_uncertainty_score":0.1433422},"labels":[],"label_agreement":null},{"id":"W1659119524","doi":"10.1108/sbr-06-2015-0020","title":"Directors’ networks and access to collective resources","year":2015,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":6,"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":"Dependency (UML); Resource (disambiguation); Resource dependence theory; Function (biology); Network theory; Replicate; Resource-based view; Business; Resource allocation; Politics; Computer science; Industrial organization; Marketing; Knowledge management; Sociology; Economics; Microeconomics; Management; Political science; Law; Artificial intelligence","score_opus":0.05402596264323644,"score_gpt":0.26852011938514353,"score_spread":0.21449415674190708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1659119524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.809829,0.0012622499,0.00326214,0.00269324,0.000043072072,0.000037828962,0.00014388323,0.000029262917,0.18269937],"genre_scores_gemma":[0.9955527,0.00026995727,0.00025469257,0.000075998185,0.000021296164,0.000010880087,0.000042987078,0.0000035966798,0.0037679733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771947,0.001119708,0.000116126306,0.00031932772,0.00037658162,0.00034878415],"domain_scores_gemma":[0.98587865,0.006361156,0.004495728,0.00079346134,0.00065935485,0.001811622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022930119,0.00018554446,0.00020797469,0.0023705617,0.0024024358,0.0032867251,0.000507013,0.0006084272,0.017578235],"category_scores_gemma":[0.014500363,0.00016670063,0.0001614217,0.0015456415,0.0023855066,0.0030651195,0.0029556663,0.00047089602,0.00050334015],"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":[0.00025421288,0.0003396781,0.57586163,0.0003217652,0.00020137859,0.0010551523,0.057158783,0.0021112275,0.0010769073,0.21706901,0.008405258,0.13614501],"study_design_scores_gemma":[0.00010032856,0.00026440073,0.6619107,0.00063723285,0.0001895938,0.0013040418,0.106474094,0.00339771,0.0010104984,0.07191963,0.15269557,0.00009627142],"about_ca_topic_score_codex":0.008879602,"about_ca_topic_score_gemma":0.008012604,"teacher_disagreement_score":0.017578235,"about_ca_system_score_codex":0.0024166715,"about_ca_system_score_gemma":0.001027895,"threshold_uncertainty_score":0.058805108},"labels":[],"label_agreement":null},{"id":"W1976366920","doi":"10.1108/17465681311297757","title":"Restoring social legitimacy: discursive strategies used by a pharmaceutical industry leader","year":2013,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Legitimacy; Narrative; Originality; Value (mathematics); Sociology; Politics; Public relations; Stakeholder; Object (grammar); Aesthetics; Law and economics; Political science; Law; Social science; Qualitative research; Literature; Computer science","score_opus":0.04507430659819492,"score_gpt":0.2909737120959536,"score_spread":0.24589940549775866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976366920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81359476,0.0018830757,0.027921934,0.026873011,0.000398251,0.00039236524,0.000041935815,0.0002061446,0.12868847],"genre_scores_gemma":[0.9925207,0.000252,0.0021358742,0.00062792905,0.000046809095,0.0000667722,0.000010257814,0.000033521614,0.004306051],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9654088,0.028757824,0.00058408116,0.0011694798,0.0024074297,0.001672378],"domain_scores_gemma":[0.9735432,0.018351838,0.003641728,0.001345983,0.0015179882,0.0015992438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0172063,0.00079283444,0.00047488193,0.002744817,0.015023989,0.014416856,0.0017640431,0.0036439623,0.003171142],"category_scores_gemma":[0.029765705,0.00041510997,0.0004832324,0.001255378,0.039085947,0.009664966,0.009810563,0.0043368647,0.0007852123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043674976,0.00005292853,0.0019940285,0.00009289459,0.000009189296,0.00096235616,0.9354376,0.000093126095,0.0013089722,0.048315864,0.0010160402,0.010673357],"study_design_scores_gemma":[0.000024678317,0.00015581252,0.0014441597,0.00030523186,0.000020991687,0.0007577842,0.8865064,0.0008218789,0.0023645102,0.013822637,0.09372975,0.0000462493],"about_ca_topic_score_codex":0.0026073945,"about_ca_topic_score_gemma":0.0025138406,"teacher_disagreement_score":0.0172063,"about_ca_system_score_codex":0.0071598184,"about_ca_system_score_gemma":0.005070606,"threshold_uncertainty_score":0.09099668},"labels":[],"label_agreement":null},{"id":"W1993789037","doi":"10.1108/17465681111170984","title":"Environmental incidents in a developing country and corporate environmental disclosures","year":2011,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":42,"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":"Liability; Accounting; Proxy (statistics); Multinational corporation; Business; Public relations; Political science; Finance","score_opus":0.042569578098265955,"score_gpt":0.23284810045832616,"score_spread":0.1902785223600602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993789037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829503,0.001224142,0.00013337265,0.0013279316,0.000026869799,0.00002705581,0.00022805331,0.000005243458,0.014077138],"genre_scores_gemma":[0.99760985,0.0012832849,0.00009668639,0.00012381942,0.000021724136,0.000008758865,0.00008148622,0.000001833683,0.0007725626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800235,0.0008910196,0.0002671857,0.00016064834,0.0004259107,0.0002528607],"domain_scores_gemma":[0.970849,0.008500083,0.017560482,0.00066035346,0.0016285062,0.0008015834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016562429,0.00021102124,0.00015127427,0.0018767759,0.0015858413,0.0028423015,0.00033168978,0.00053672283,0.0037446553],"category_scores_gemma":[0.010936973,0.00015163186,0.00011828295,0.0032711893,0.0017992244,0.0015929086,0.0018920449,0.0009988073,0.0002446481],"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":[0.00006983107,0.00016483512,0.9236173,0.00042680546,0.000047252,0.0023283872,0.037576564,0.0002591208,0.00042749677,0.002635519,0.0015569712,0.030889992],"study_design_scores_gemma":[0.000004374981,0.000121329176,0.7412675,0.0004394853,0.000039226823,0.001586345,0.23412208,0.00018857322,0.0009022888,0.00067730993,0.020612786,0.000038701695],"about_ca_topic_score_codex":0.008135634,"about_ca_topic_score_gemma":0.009599034,"teacher_disagreement_score":0.008135634,"about_ca_system_score_codex":0.0014409305,"about_ca_system_score_gemma":0.0013766984,"threshold_uncertainty_score":0.016176581},"labels":[],"label_agreement":null},{"id":"W2024270354","doi":"10.1108/17465680810907305","title":"Conjectures on systemic psychopathy: reframing the contemporary corporation","year":2008,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","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":"Simon Fraser University","funders":"","keywords":"Corporation; Argument (complex analysis); Originality; Sociology; Context (archaeology); Framing (construction); Law; Law and economics; Political science; History; Creativity","score_opus":0.0656232286387285,"score_gpt":0.31486709675277735,"score_spread":0.24924386811404886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024270354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49061763,0.0076048723,0.04952593,0.25174937,0.0024203998,0.00021428138,0.000048989143,0.0001291661,0.1976894],"genre_scores_gemma":[0.9893964,0.0011205273,0.0023755203,0.0041541834,0.00030695598,0.000060703213,0.000013422945,0.000027476111,0.0025447386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9834907,0.0123488065,0.00033253702,0.0013979293,0.0014983859,0.0009317679],"domain_scores_gemma":[0.9648494,0.025914472,0.003886965,0.002148042,0.0020187881,0.0011823919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020035205,0.0007486552,0.0005158547,0.0035498415,0.009821978,0.013538757,0.0020417026,0.006231144,0.003728093],"category_scores_gemma":[0.025950477,0.00034689013,0.0004172925,0.0021434645,0.115372285,0.02093713,0.010051135,0.009510255,0.00037592227],"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":[0.000015030715,0.00003958918,0.0018335476,0.000075696946,0.0000049845194,0.0007762685,0.21921976,0.00015608253,0.000142728,0.77021116,0.0017734056,0.0057516973],"study_design_scores_gemma":[0.000020460408,0.00007050395,0.0026024862,0.0006026986,0.000011660369,0.0005583225,0.49279344,0.0012568813,0.00037877707,0.4334176,0.0682509,0.000036325837],"about_ca_topic_score_codex":0.003150093,"about_ca_topic_score_gemma":0.0028906625,"teacher_disagreement_score":0.020035205,"about_ca_system_score_codex":0.008603847,"about_ca_system_score_gemma":0.005664177,"threshold_uncertainty_score":0.10595757},"labels":[],"label_agreement":null},{"id":"W2043689861","doi":"10.1108/17465680910994191","title":"From folk‐tales to shareholder‐tales: semiotics analysis of the annual report","year":2009,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":43,"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":"Semiotics; Originality; Rhetoric; Narrative; Value (mathematics); Content analysis; Sociology; Epistemology; Computer science; Linguistics; Social science; Philosophy; Qualitative research","score_opus":0.019230255629445737,"score_gpt":0.2504517720901036,"score_spread":0.23122151646065786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043689861","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30247658,0.005580683,0.14441454,0.013745972,0.0008221497,0.00042314705,0.00051155064,0.0002882474,0.53173715],"genre_scores_gemma":[0.9743927,0.0010885752,0.013317491,0.00019172175,0.000106368345,0.0001695096,0.00014455405,0.00008733199,0.010501724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9904569,0.007860934,0.00022403114,0.00022720998,0.00097545504,0.00025554825],"domain_scores_gemma":[0.9835171,0.012636691,0.0011581839,0.0007657348,0.0016087414,0.00031361892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067243716,0.00035549302,0.00021506095,0.00312951,0.003308332,0.009261724,0.00051674317,0.0006609578,0.002034784],"category_scores_gemma":[0.015393921,0.00022019802,0.00024291279,0.0025801642,0.01081604,0.0050937883,0.0019205861,0.0009903815,0.0003580171],"study_design_candidate":"qualitative","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":[0.000043199896,0.000023545372,0.0016706737,0.00015174899,0.000007996086,0.0006481326,0.17186171,0.0005489991,0.0005983483,0.7942239,0.0045781373,0.025643544],"study_design_scores_gemma":[0.000010058186,0.00007374944,0.0057514124,0.00062083924,0.000023092132,0.001013398,0.29312658,0.003505401,0.002361886,0.23929593,0.4541649,0.000052797757],"about_ca_topic_score_codex":0.0031649377,"about_ca_topic_score_gemma":0.0029842174,"teacher_disagreement_score":0.009261724,"about_ca_system_score_codex":0.004007068,"about_ca_system_score_gemma":0.0019464494,"threshold_uncertainty_score":0.035562277},"labels":[],"label_agreement":null},{"id":"W2063177915","doi":"10.1108/sbr-02-2013-0023","title":"Telling the privatization story: a study of the president's letter","year":2013,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Management and Organizational Studies","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":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Originality; Storytelling; Narrative; Ideology; Objectivity (philosophy); Politics; Value (mathematics); Semiotics; Context (archaeology); Sociology; State (computer science); Function (biology); Law and economics; Public relations; Economics; Law; Political science; Epistemology; Social science; Linguistics; Qualitative research; History; Computer science","score_opus":0.017155634409836484,"score_gpt":0.20820881629278215,"score_spread":0.19105318188294568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063177915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97789955,0.00073613744,0.0004910216,0.0061137746,0.00011838226,0.000048364396,0.00007792294,0.000017013968,0.014497675],"genre_scores_gemma":[0.99186957,0.00064963725,0.00030108175,0.001499752,0.000070789974,0.000059628597,0.000058612844,0.000037530754,0.0054533263],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98955566,0.0074196355,0.00022067515,0.00047609227,0.0011332609,0.0011946185],"domain_scores_gemma":[0.976214,0.01765428,0.0027515716,0.00040598435,0.001474799,0.0014994199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065121558,0.00060261623,0.00073970895,0.0016216735,0.017336402,0.010338515,0.0015263553,0.0033927665,0.0033009348],"category_scores_gemma":[0.02491568,0.000669471,0.00026014453,0.002217989,0.013246591,0.0056052925,0.0036964566,0.005549759,0.00063542434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020428894,0.000027963892,0.0013376181,0.000042157346,0.0000018798748,0.00057936646,0.9941387,0.00000940393,0.0002342239,0.0013040347,0.0007878775,0.001516332],"study_design_scores_gemma":[0.0000025787474,0.000019536572,0.0022827317,0.000051824383,0.0000018143978,0.00015988597,0.981275,0.00003094097,0.00012630521,0.00017247451,0.015868563,0.0000083872355],"about_ca_topic_score_codex":0.06049233,"about_ca_topic_score_gemma":0.117694706,"teacher_disagreement_score":0.06049233,"about_ca_system_score_codex":0.01279965,"about_ca_system_score_gemma":0.0070780036,"threshold_uncertainty_score":0.120280445},"labels":[],"label_agreement":null},{"id":"W2081191648","doi":"10.1108/17465680810852739","title":"Elements for sociology of profit","year":2008,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Originality; Convention; Profit (economics); Sociology; Statute; Economics; Humanity; Accounting; Positive economics; Social science; Law; Neoclassical economics; Political science; Qualitative research","score_opus":0.028930526967282953,"score_gpt":0.2476576901575782,"score_spread":0.21872716319029523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081191648","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014846824,0.022867467,0.05616877,0.20246255,0.0023745834,0.00014246679,0.00015525016,0.00014134421,0.7008407],"genre_scores_gemma":[0.91759354,0.011594059,0.013619475,0.014843305,0.0035853782,0.00034316143,0.00010856216,0.00013547447,0.038177103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99515307,0.0028199775,0.00015503245,0.0005637011,0.0009392608,0.00036896075],"domain_scores_gemma":[0.9935556,0.0039060435,0.00050276174,0.000779144,0.00079056586,0.0004657984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055576493,0.00058964925,0.00049166445,0.0029109726,0.004484626,0.009155692,0.0008823193,0.0036773626,0.008315302],"category_scores_gemma":[0.0071106274,0.00025488198,0.00060213916,0.0017412713,0.048866466,0.012260478,0.0045994185,0.006227879,0.0012484661],"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":[9.5037956e-7,0.0000017658197,0.00003025038,0.0000073509823,4.5459333e-7,0.00000648777,0.0002502618,0.000033785247,0.0000073258293,0.9982309,0.0006449528,0.0007855553],"study_design_scores_gemma":[0.0000023564837,0.000004614105,0.00007930309,0.000051281484,7.9451917e-7,0.00001897987,0.00063544937,0.00013918245,0.000016645643,0.9532514,0.045797534,0.0000024108253],"about_ca_topic_score_codex":0.0025215512,"about_ca_topic_score_gemma":0.0013215509,"teacher_disagreement_score":0.009155692,"about_ca_system_score_codex":0.0076781916,"about_ca_system_score_gemma":0.0047516217,"threshold_uncertainty_score":0.05570948},"labels":[],"label_agreement":null},{"id":"W2093523872","doi":"10.1108/17465680910994218","title":"Anti‐corporate activist anger: inappropriate irrationality or social change essential?","year":2009,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Ethics in Business and Education","field":"Decision 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":"Trent University","funders":"","keywords":"Anger; Injustice; Irrationality; Rationality; Framing (construction); Social psychology; Psychology; Politics; Sociology; Law; Political science","score_opus":0.42825978380569607,"score_gpt":0.4488032201887135,"score_spread":0.02054343638301742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093523872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47592196,0.0110144755,0.023902528,0.15392338,0.0025002188,0.0001648672,0.0000473498,0.000108399865,0.33241677],"genre_scores_gemma":[0.9921319,0.00086833246,0.0007114834,0.004158443,0.00023323024,0.000045335506,0.0000062840245,0.000015675272,0.001829331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97901756,0.015749803,0.000566498,0.0011020591,0.0022240148,0.001340146],"domain_scores_gemma":[0.9799042,0.011856404,0.0043596355,0.0017436745,0.0013201734,0.00081586465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013727019,0.0003513272,0.00053674786,0.0005580971,0.0023526575,0.007559259,0.00097161776,0.0020703056,0.0032613873],"category_scores_gemma":[0.021569457,0.00018406867,0.00034967903,0.00047929058,0.029656101,0.004033849,0.004418739,0.0032184308,0.00042013905],"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":[0.00043819606,0.00027188068,0.020498427,0.0011192705,0.00009636296,0.0011175139,0.25856555,0.00034304315,0.0041844733,0.60784006,0.008031335,0.09749395],"study_design_scores_gemma":[0.00005638947,0.00037533854,0.036551524,0.0025618577,0.00013835441,0.002911724,0.4676743,0.0025268116,0.0030858978,0.33513284,0.14885609,0.00012895314],"about_ca_topic_score_codex":0.00069109513,"about_ca_topic_score_gemma":0.0008144492,"teacher_disagreement_score":0.013727019,"about_ca_system_score_codex":0.0024395718,"about_ca_system_score_gemma":0.0016461327,"threshold_uncertainty_score":0.07259631},"labels":[],"label_agreement":null},{"id":"W2119324187","doi":"10.1108/17465680610643319","title":"Business in society or an integrated vision of governance","year":2006,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":22,"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":"Managerialism; Originality; Corporate governance; Corporation; Sociology; Agency (philosophy); Value (mathematics); Situated; Public relations; Function (biology); Politics; Meaning (existential); Order (exchange); Epistemology; Political science; Management; Business; Social science; Economics; Law; Qualitative research","score_opus":0.01060355166362026,"score_gpt":0.23255497680781734,"score_spread":0.22195142514419708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119324187","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019707866,0.0188882,0.06529176,0.118668914,0.0042292625,0.00020364058,0.00015805625,0.00023660374,0.77261573],"genre_scores_gemma":[0.8772954,0.013225317,0.027634913,0.01946657,0.0030925677,0.00035997306,0.00025486338,0.00015235724,0.058518056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955545,0.002408331,0.0001600199,0.00071538956,0.00078433537,0.00037741513],"domain_scores_gemma":[0.9975096,0.0005519616,0.00038442324,0.0007202817,0.00037052142,0.00046320484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043218555,0.0005132953,0.00057839573,0.0017392484,0.0023912487,0.010977972,0.00077339116,0.0024947016,0.00753151],"category_scores_gemma":[0.003796814,0.00018893648,0.000401036,0.0014743052,0.026269836,0.009643953,0.004067821,0.00353091,0.0012144819],"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":[0.0000050938056,0.000009179025,0.00016037683,0.000046299174,0.0000041266912,0.000020222697,0.0009141,0.00010534041,0.00007074002,0.98684597,0.0035466463,0.008271933],"study_design_scores_gemma":[0.000007897694,0.00003547408,0.00062912365,0.0002625587,0.000010719455,0.000115306895,0.0025738399,0.0003232545,0.0000834043,0.78077877,0.2151691,0.000010659543],"about_ca_topic_score_codex":0.0023085338,"about_ca_topic_score_gemma":0.0018962784,"teacher_disagreement_score":0.010977972,"about_ca_system_score_codex":0.003482507,"about_ca_system_score_gemma":0.007042586,"threshold_uncertainty_score":0.025267482},"labels":[],"label_agreement":null},{"id":"W2771338288","doi":"10.1108/sbr-02-2017-0011","title":"Sanctioning, qualifying, and manipulating: dramatic phases in president’s letters","year":2017,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":4,"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; Université Laval","funders":"","keywords":"Typology; Originality; Agency (philosophy); Narrative; Value (mathematics); Meaning (existential); Sample (material); Sociology; Public relations; Political science; Epistemology; Computer science; Qualitative research; Social science; Linguistics","score_opus":0.042257299516773636,"score_gpt":0.279086051675342,"score_spread":0.23682875215856836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771338288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9008163,0.0006669773,0.0041680597,0.0044337586,0.00020703551,0.00006518788,0.0000997396,0.000057158915,0.08948565],"genre_scores_gemma":[0.9951049,0.00015620088,0.0007662923,0.00016317249,0.0000477258,0.000025795267,0.000019506342,0.00001639911,0.0037001125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98819286,0.0093359705,0.0002646617,0.00038849434,0.0011656238,0.00065234926],"domain_scores_gemma":[0.96951866,0.017837673,0.008139664,0.0014004891,0.0016383984,0.0014651346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00586152,0.00023971385,0.00014425133,0.0009780793,0.005517855,0.006331441,0.00052643917,0.001041256,0.0037792372],"category_scores_gemma":[0.028870465,0.0002085243,0.00012539442,0.0009902319,0.005671688,0.0037177678,0.0024283633,0.0013457899,0.00064436876],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043525005,0.00017181727,0.07352091,0.00038450045,0.000023073744,0.0028418622,0.7040993,0.00044680125,0.0038435217,0.10522245,0.012312812,0.09669774],"study_design_scores_gemma":[0.000012852648,0.0002137066,0.073541366,0.0004118117,0.00002461744,0.0014213269,0.7195016,0.00078264286,0.0027771124,0.013855335,0.18738316,0.000074583644],"about_ca_topic_score_codex":0.0019892617,"about_ca_topic_score_gemma":0.004907559,"teacher_disagreement_score":0.006331441,"about_ca_system_score_codex":0.0024707397,"about_ca_system_score_gemma":0.0017676338,"threshold_uncertainty_score":0.030999064},"labels":[],"label_agreement":null},{"id":"W2799998274","doi":"10.1108/sbr-12-2017-0115","title":"Regulating Ontario’s circular economy through food waste legislation","year":2018,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":24,"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 Guelph","funders":"","keywords":"Legislation; Food waste; Value (mathematics); Business; Circular economy; Government (linguistics); Cognitive reframing; Modernization theory; Public administration; Economics; Political science; Economic growth; Law; Engineering","score_opus":0.037866089513128684,"score_gpt":0.23875905059483604,"score_spread":0.20089296108170734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799998274","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0692525,0.14642395,0.004789173,0.21639527,0.002774895,0.0007378526,0.001586652,0.00014082096,0.557899],"genre_scores_gemma":[0.7863862,0.09664478,0.005308291,0.024680298,0.00067971105,0.0003345004,0.0008108427,0.00006397677,0.085091315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98417366,0.003124842,0.0006507679,0.0007215149,0.0091955615,0.0021336528],"domain_scores_gemma":[0.9662261,0.008088918,0.0024634143,0.0013270595,0.020413768,0.0014806578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127828205,0.00025157843,0.0004215926,0.0017458918,0.0058198385,0.005123965,0.0017252103,0.0024462277,0.0029555326],"category_scores_gemma":[0.022780556,0.00030689486,0.00041642107,0.00276509,0.0071150796,0.0016179195,0.0015991429,0.0014852406,0.00034244443],"study_design_candidate":"qualitative","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":[0.00020118985,0.000054456432,0.012454192,0.0062939115,0.00018527135,0.0010082015,0.01565471,0.0037697656,0.003165437,0.513159,0.27444777,0.16960609],"study_design_scores_gemma":[0.00002894694,0.000028285987,0.011394531,0.0017985259,0.00008366846,0.000060129103,0.002704885,0.00027143297,0.00087873737,0.0066024614,0.97610736,0.000040952276],"about_ca_topic_score_codex":0.9495591,"about_ca_topic_score_gemma":0.972939,"teacher_disagreement_score":0.11200843,"about_ca_system_score_codex":0.11200843,"about_ca_system_score_gemma":0.25394672,"threshold_uncertainty_score":0.81268185},"labels":[],"label_agreement":null},{"id":"W2897226261","doi":"10.1108/sbr-07-2018-0070","title":"“Toxic Masculinity” in the age of #MeToo: ritual, morality and gender archetypes across cultures","year":2018,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Trope (literature); Morality; Archetype; Sociology; Masculinity; Virtue; Gender studies; Oppression; Value (mathematics); Aesthetics; Epistemology; Politics; Law; Literature; Philosophy","score_opus":0.2236255147010906,"score_gpt":0.3858810505135042,"score_spread":0.1622555358124136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897226261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61637217,0.18431914,0.002932379,0.027589759,0.0012601785,0.000025104559,0.000025459947,0.000014795454,0.16746105],"genre_scores_gemma":[0.9752974,0.017630078,0.00035217623,0.0016375188,0.0002137206,0.000009483356,0.000005599194,0.00000836561,0.0048456322],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99757105,0.0017582289,0.000081845435,0.00014429828,0.00028423028,0.00016042158],"domain_scores_gemma":[0.9976534,0.0011461648,0.0006398455,0.00012782177,0.00024451164,0.0001883007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032542262,0.00016571707,0.00027295863,0.0005474529,0.0019497928,0.0034296254,0.00037066068,0.00067618076,0.0014362494],"category_scores_gemma":[0.004785231,0.00011966292,0.00009462507,0.0005274857,0.014017295,0.0026753156,0.0022864018,0.0013251865,0.00015550372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014214244,0.00006425041,0.018700277,0.0008657397,0.000040833816,0.0013056052,0.45817056,0.00012587468,0.0012745061,0.34691727,0.006856446,0.1655365],"study_design_scores_gemma":[0.000010333326,0.0002793141,0.057688102,0.0027482775,0.00004066425,0.0052176155,0.44936085,0.00018924009,0.0014451382,0.07961822,0.40333974,0.00006245626],"about_ca_topic_score_codex":0.0032480625,"about_ca_topic_score_gemma":0.0054994933,"teacher_disagreement_score":0.0034296254,"about_ca_system_score_codex":0.0011997661,"about_ca_system_score_gemma":0.0012454322,"threshold_uncertainty_score":0.017210186},"labels":[],"label_agreement":null},{"id":"W3087259743","doi":"10.1108/sbr-10-2019-0129","title":"An implicit-explicit examination of differences in CSR practices between the USA and Europe","year":2020,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":9,"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; Originality; Value (mathematics); Index (typography); Empirical research; Principal (computer security); Social responsibility; Classical economics; Positive economics; Business; Political science; Sociology; Economics; Public relations; Social science; Mathematics; Computer science; Statistics; Qualitative research","score_opus":0.1072133836155597,"score_gpt":0.3190653627809775,"score_spread":0.21185197916541781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087259743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260557,0.0000927154,0.0005614581,0.00009235165,0.000006114783,0.000004780417,0.00008029782,0.0000021574642,0.006554374],"genre_scores_gemma":[0.9993724,0.000055108107,0.00020324702,0.000035440127,0.0000033794784,0.000003209586,0.00011439123,0.000001542953,0.0002113878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987986,0.0004293102,0.00011459976,0.00016260083,0.00037478504,0.000120125864],"domain_scores_gemma":[0.9938425,0.0021935636,0.0020537886,0.00041472423,0.0012636511,0.0002318065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024681038,0.00008641555,0.00013460407,0.0008634178,0.00026493813,0.0011551264,0.00013514952,0.00019305295,0.0010862714],"category_scores_gemma":[0.0074620484,0.00004905302,0.00014560772,0.0015723116,0.0004003219,0.00094649836,0.0010864784,0.00033549563,0.00009642259],"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":[0.00010611411,0.00008887559,0.94385535,0.00005120281,0.000095588846,0.000069423564,0.0050124833,0.0005053844,0.0009899496,0.0050994046,0.0004818782,0.04364433],"study_design_scores_gemma":[0.0000029043563,0.000083778934,0.9893429,0.000043752854,0.000021006064,0.000048257745,0.006445446,0.00047221594,0.00057557365,0.00062113337,0.00233232,0.000010570474],"about_ca_topic_score_codex":0.005991503,"about_ca_topic_score_gemma":0.009701731,"teacher_disagreement_score":0.005991503,"about_ca_system_score_codex":0.00026225406,"about_ca_system_score_gemma":0.00053831364,"threshold_uncertainty_score":0.013052762},"labels":[],"label_agreement":null},{"id":"W3195654653","doi":"10.1108/sbr-10-2020-0129","title":"Societal challenges and business leadership for social innovation","year":2021,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":28,"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":"Public relations; Stakeholder; Social innovation; Compassion; Shareholder; Corporate social responsibility; Sociology; Perspective (graphical); Business; Corporate governance; Political science; Management; Economics","score_opus":0.1028596895723314,"score_gpt":0.2814978494002656,"score_spread":0.17863815982793424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195654653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45484608,0.0044614696,0.015099083,0.13990423,0.00082904904,0.0001880852,0.000040572955,0.00006793136,0.38456354],"genre_scores_gemma":[0.9951332,0.00044481698,0.00081068446,0.0015210883,0.00010976958,0.000035986035,0.0000080063,0.000008372882,0.0019281069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98985696,0.006907349,0.0002016823,0.0005773186,0.001140819,0.0013158458],"domain_scores_gemma":[0.98395675,0.0073761144,0.002810635,0.00054254115,0.0012344045,0.004079571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004716298,0.00040075337,0.00030782112,0.0014257304,0.010125125,0.01135802,0.00079174014,0.002462863,0.0076318528],"category_scores_gemma":[0.010466008,0.00016062346,0.0004396652,0.0010210128,0.018787097,0.005131664,0.0077878837,0.004001918,0.0007983913],"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":[0.000054973687,0.00027705176,0.035359878,0.00029077934,0.000038122256,0.0012757094,0.057481132,0.0008023305,0.0006912743,0.84557456,0.0069801183,0.051173992],"study_design_scores_gemma":[0.000033298227,0.00020852876,0.02909604,0.00071434415,0.000025574498,0.0014555091,0.18016417,0.0026178784,0.0007567779,0.6205002,0.16434452,0.00008325513],"about_ca_topic_score_codex":0.0011733957,"about_ca_topic_score_gemma":0.0018795647,"teacher_disagreement_score":0.01135802,"about_ca_system_score_codex":0.0051454315,"about_ca_system_score_gemma":0.008458503,"threshold_uncertainty_score":0.037332892},"labels":[],"label_agreement":null},{"id":"W4200172451","doi":"10.1108/sbr-05-2021-0059","title":"Analyzing informal value transfer networks through the lens of social exchanges","year":2021,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Islamic Finance and Banking Studies","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":"Mount Allison University","funders":"","keywords":"Social exchange theory; Guanxi; Marketing; Reciprocity (cultural anthropology); Business; Reputation; Focus group; Value (mathematics); Public relations; Economics; Sociology; Political science; Social science; Computer science","score_opus":0.02295117338458996,"score_gpt":0.24079368162270623,"score_spread":0.21784250823811627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200172451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6579603,0.003055023,0.12304293,0.0045626974,0.00016697246,0.00044901518,0.00072457944,0.0001789555,0.20985954],"genre_scores_gemma":[0.97937405,0.00073768455,0.015490531,0.00011102967,0.000035824123,0.00014252197,0.00015521138,0.000029178742,0.00392393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978574,0.0015051031,0.00006133015,0.00019252993,0.00023281777,0.00015078204],"domain_scores_gemma":[0.9954893,0.0030404108,0.000642248,0.00036129812,0.0002713685,0.0001953677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021717823,0.00038664645,0.00020891057,0.0038086527,0.0023813953,0.006223082,0.00068096275,0.0006781462,0.005318904],"category_scores_gemma":[0.0054565542,0.00018283149,0.00022561611,0.0032547414,0.0053576366,0.0078425575,0.0043778038,0.0009704026,0.00029074127],"study_design_candidate":"qualitative","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":[0.000059267048,0.00008512937,0.027694192,0.0006066307,0.000037938942,0.001888351,0.34344986,0.0015244746,0.0015760423,0.53059053,0.0026486786,0.089838885],"study_design_scores_gemma":[0.0000129716655,0.00007924549,0.031117901,0.0008714892,0.000036993315,0.0011686748,0.53355396,0.00764156,0.0010159337,0.2449713,0.17948997,0.000040034425],"about_ca_topic_score_codex":0.0028030016,"about_ca_topic_score_gemma":0.0037820658,"teacher_disagreement_score":0.006223082,"about_ca_system_score_codex":0.0020068942,"about_ca_system_score_gemma":0.0016852106,"threshold_uncertainty_score":0.017793536},"labels":[],"label_agreement":null},{"id":"W4400416000","doi":"10.1108/sbr-09-2023-0285","title":"The impact of flexible work arrangements on an older grieving population","year":2024,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Retirement, Disability, and Employment","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":"York University","funders":"","keywords":"Workforce; Originality; Aging in the American workforce; Work (physics); Population ageing; Value (mathematics); Human resource management; Perspective (graphical); Process (computing); Conceptual framework; Conceptual model; Resource (disambiguation); Population; Business; Public relations; Knowledge management; Psychology; Sociology; Social psychology; Computer science; Political science; Engineering; Economics; Economic growth","score_opus":0.1916424908958827,"score_gpt":0.47012927114788,"score_spread":0.2784867802519973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400416000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93948734,0.036572102,0.0006816789,0.009069652,0.00028429614,0.0000900177,0.00021204364,0.000009698298,0.01359322],"genre_scores_gemma":[0.98713815,0.010508024,0.00038509493,0.0007690115,0.00013187967,0.000037352933,0.00007964097,0.0000040610057,0.0009468534],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99649197,0.0019871173,0.00021654613,0.00019658133,0.00061567646,0.0004920304],"domain_scores_gemma":[0.9901356,0.002902812,0.0034890762,0.00052781816,0.0011584553,0.0017861582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062243915,0.00016708876,0.00034957705,0.00080028985,0.0014456076,0.0011104357,0.0005558783,0.0005829014,0.0041778353],"category_scores_gemma":[0.019992808,0.000091987844,0.00045352604,0.0006873397,0.0010093407,0.0012472401,0.0023037207,0.00083313027,0.0003231215],"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":[0.0009463776,0.0008467314,0.3334312,0.0017788252,0.00040525856,0.0011830832,0.01624729,0.0006105051,0.0006527682,0.010036125,0.0068816296,0.6269801],"study_design_scores_gemma":[0.00008926383,0.002689142,0.8875842,0.0033998853,0.0003385529,0.0021215368,0.049432646,0.00035346436,0.00030209255,0.008849281,0.044776246,0.000063703694],"about_ca_topic_score_codex":0.006362036,"about_ca_topic_score_gemma":0.017754551,"teacher_disagreement_score":0.006362036,"about_ca_system_score_codex":0.0012441819,"about_ca_system_score_gemma":0.0016766503,"threshold_uncertainty_score":0.032918155},"labels":[],"label_agreement":null},{"id":"W4404871887","doi":"10.1108/sbr-02-2024-0081","title":"Ceremonial conformity: navigating institutional complexity and uncertainty in corporate political activities","year":2024,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Political Influence and Corporate Strategies","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":true,"ca_institutions":"GDG Environnement; Université du Québec à Montréal","funders":"","keywords":"Conformity; Politics; Political science; Institutional theory; Business; Accounting; Sociology; Political economy; Social science; Law","score_opus":0.07826077518323525,"score_gpt":0.30146734419383314,"score_spread":0.22320656901059788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404871887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9222625,0.00079557725,0.023666132,0.004953473,0.000085442516,0.00015169034,0.00009101382,0.00006537437,0.04792891],"genre_scores_gemma":[0.9979206,0.000088242545,0.0012165922,0.00014664605,0.000016772206,0.000026482712,0.000024307605,0.00001585122,0.00054463564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96889424,0.022035213,0.0010902309,0.0021639143,0.0042554773,0.0015608685],"domain_scores_gemma":[0.909363,0.060609635,0.018073598,0.005909842,0.0036362354,0.0024076789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026856532,0.0003264277,0.0003542389,0.0027088237,0.005345522,0.011494049,0.0014869027,0.0013317626,0.003137461],"category_scores_gemma":[0.07076223,0.00041114297,0.00031680005,0.0017177591,0.014961717,0.010891021,0.008691239,0.0026013288,0.00019953135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016066236,0.00011117852,0.07678405,0.00035928693,0.000064591666,0.0011738223,0.7387352,0.0009001528,0.002082391,0.11359348,0.0017548036,0.0642804],"study_design_scores_gemma":[0.000027841215,0.00016045367,0.06984848,0.0006914667,0.0000706693,0.00073395175,0.7453995,0.003283381,0.0015274567,0.08214636,0.095964484,0.0001460149],"about_ca_topic_score_codex":0.0059210914,"about_ca_topic_score_gemma":0.008070405,"teacher_disagreement_score":0.026856532,"about_ca_system_score_codex":0.006389017,"about_ca_system_score_gemma":0.00534517,"threshold_uncertainty_score":0.14203256},"labels":[],"label_agreement":null},{"id":"W4409363939","doi":"10.1108/sbr-07-2024-0215","title":"A case study of hassle at work: a psychosociological perspective","year":2025,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":1,"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":"Perspective (graphical); Work (physics); Business; Sociology; Computer science; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.07339627090852346,"score_gpt":0.3894418676958685,"score_spread":0.31604559678734506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409363939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95572895,0.0030328713,0.003779301,0.006130958,0.00028178972,0.00024011212,0.000051471627,0.0000201113,0.030734425],"genre_scores_gemma":[0.9910295,0.001133622,0.0012683916,0.00060507684,0.000061137114,0.00005265606,0.000014858076,0.0000063739576,0.0058284895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99699175,0.001702541,0.000118882184,0.00019852142,0.00042126921,0.00056699023],"domain_scores_gemma":[0.99743456,0.0011605832,0.0004209827,0.00013996137,0.00018365317,0.0006601689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016720569,0.00045537387,0.00049340155,0.002215644,0.008283338,0.002575248,0.0010484792,0.0025336624,0.0036029182],"category_scores_gemma":[0.00428159,0.00026137865,0.00040776294,0.0017951346,0.005492847,0.0016201602,0.0025459528,0.0017257245,0.00027978225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017286325,0.00091476494,0.030757627,0.00066175644,0.000047895846,0.30112514,0.55094,0.00068957685,0.0027547835,0.051140554,0.008072939,0.05272212],"study_design_scores_gemma":[0.000021726046,0.00036973626,0.010909228,0.00056260306,0.000026063275,0.10879206,0.7944558,0.0006868563,0.0012846062,0.006662527,0.076155566,0.000073168376],"about_ca_topic_score_codex":0.010482585,"about_ca_topic_score_gemma":0.023013556,"teacher_disagreement_score":0.010482585,"about_ca_system_score_codex":0.003012905,"about_ca_system_score_gemma":0.0025288984,"threshold_uncertainty_score":0.021860301},"labels":[],"label_agreement":null},{"id":"W4410218268","doi":"10.1108/sbr-05-2024-0171","title":"Big tech and natural hazards: disaster response patterns of Fortune Global 500 ICT MNCs in developing countries","year":2025,"lang":"en","type":"article","venue":"Society and Business Review","topic":"Disaster Management and Resilience","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":"University of Waterloo","funders":"","keywords":"Multinational corporation; Information and Communications Technology; Business; Natural disaster; Developing country; Commerce; Economic growth; Economics; Computer science; Geography; Finance; World Wide Web","score_opus":0.015729937507456083,"score_gpt":0.3142547442663383,"score_spread":0.2985248067588822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410218268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806446,0.000100941514,0.000106075124,0.00023236826,0.0000048459315,0.000022857848,0.00028929507,0.00000351047,0.0011756197],"genre_scores_gemma":[0.99876034,0.00014938046,0.00019284149,0.00008483613,0.0000035025505,0.000036503297,0.0002309805,0.0000032741243,0.00053844444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956113,0.00011849348,0.000047312195,0.00006768478,0.0000713005,0.00013413286],"domain_scores_gemma":[0.9971507,0.00057448744,0.0012163941,0.00011348029,0.0005390175,0.00040583703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010184263,0.00020515003,0.000105836916,0.0014333349,0.0007669934,0.00091144233,0.0002626239,0.0002973795,0.0021092612],"category_scores_gemma":[0.0036008114,0.000102584505,0.00013282707,0.0015815881,0.00063379464,0.0008916215,0.0012658433,0.0003393259,0.00021405607],"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":[0.00007069387,0.000049703507,0.9403491,0.00018057824,0.00001979514,0.000387551,0.033748526,0.00018314611,0.00076307566,0.00040980297,0.0014475406,0.022390526],"study_design_scores_gemma":[0.0000022797647,0.00007228566,0.8604159,0.00016406647,0.000012715604,0.00024520734,0.13157634,0.00023524846,0.00043397417,0.000120265846,0.0067053707,0.00001644384],"about_ca_topic_score_codex":0.013094229,"about_ca_topic_score_gemma":0.022351721,"teacher_disagreement_score":0.013094229,"about_ca_system_score_codex":0.0011036762,"about_ca_system_score_gemma":0.0012077183,"threshold_uncertainty_score":0.026036024},"labels":[],"label_agreement":null}]}