{"meta":{"query_hash":"862d974e1df6","filters":{"topic":"Regulation and Compliance Studies"},"cohort_total":618,"direct_labels_cover":0,"predictions_cover":618,"exported":618,"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/862d974e1df6","api":"https://metacan.xera.ac/api/v1/cohort?topic=Regulation+and+Compliance+Studies"},"results":[{"id":"W127657506","doi":"10.29173/alr75","title":"The Elusive Goal of Regulatory Independence and the National Energy Board: Is Regulatory Independence Achievable? What Does Regulatory \"Independence\" Mean? Should We Pursue It?","year":2013,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Independence (probability theory); Energy independence; Regulatory agency; Agency (philosophy); Political science; Law and economics; Law; Public administration; Business; Accounting; Economics; Sociology; Engineering; Social science","score_opus":0.020222393581499843,"score_gpt":0.25394577565343307,"score_spread":0.23372338207193322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127657506","genre_codex":"review","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":[0.08346907,0.5739052,0.00013901094,0.2190927,0.0037679647,0.00735732,0.000021222466,0.0002274651,0.112019986],"genre_scores_gemma":[0.92765975,0.052213605,0.000034926186,0.014851431,0.00041919097,0.00027096205,0.0000073277197,0.00004783468,0.004494943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951984,0.00018337705,0.0012241278,0.0007095533,0.002194513,0.00048999727],"domain_scores_gemma":[0.9953804,0.0007467616,0.0013493032,0.0010165657,0.0014575059,0.00004948426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002082289,0.0005109772,0.0009376458,0.00011291566,0.0008010905,0.00044615584,0.0011749391,0.00024550123,0.00047113028],"category_scores_gemma":[0.0003537236,0.0002836908,0.00033901684,0.00058186526,0.0015353139,0.0030392085,0.00076312816,0.00040776958,0.00008168109],"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":[0.0000747953,0.000060084072,0.0012264427,0.0017007038,0.0002935414,0.0000010905823,0.00029809718,0.000023623725,0.00011812005,0.9561012,0.022987608,0.017114712],"study_design_scores_gemma":[0.0028854602,0.000056329456,0.03471203,0.012421322,0.0008165154,0.000037502385,0.003578235,0.001482077,0.0007199518,0.12644579,0.8152058,0.0016389891],"about_ca_topic_score_codex":0.0035162068,"about_ca_topic_score_gemma":0.004279581,"teacher_disagreement_score":0.8441907,"about_ca_system_score_codex":0.00006174522,"about_ca_system_score_gemma":0.0001331956,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W143540819","doi":"10.5539/ilr.v5n1p16","title":"The Appropriate Level of Enforcement in Multilevel Regulation Mapping Issues in Avoidance of Regulatory Overstretch","year":2016,"lang":"en","type":"article","venue":"International Law Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Enforcement; Subsidiarity; Law and economics; Norm (philosophy); Matching (statistics); Coercion (linguistics); Deterrence theory; Business; Regulatory state; Political science; Law; Economics; European union; International trade","score_opus":0.2096428129017214,"score_gpt":0.37602642096941,"score_spread":0.16638360806768862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W143540819","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":[0.8974326,0.00021190621,0.00081783626,0.008220878,0.00039327264,0.0005489156,0.0000113873775,0.000018044264,0.092345156],"genre_scores_gemma":[0.995936,0.000046756428,0.00011436311,0.000026629004,0.00014823565,0.00003193485,0.0000027231058,0.0000071625673,0.003686224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99844146,0.000032640797,0.00041114906,0.00017036778,0.00075532444,0.00018907912],"domain_scores_gemma":[0.99890435,0.00020770781,0.00016633079,0.00018550728,0.0005313535,0.000004778345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348266,0.00007234019,0.00012236489,0.00027838667,0.00008102465,0.000040955732,0.00033924266,0.000032790158,0.00010931725],"category_scores_gemma":[0.00024315681,0.00004747297,0.000036917223,0.00026849553,0.0002647091,0.00042744033,0.0002254371,0.00008355775,0.000022445724],"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":[0.0001161627,0.000049937953,0.049648754,0.00005000664,0.00002045697,8.325075e-7,0.00012356232,0.00021980588,0.0069426945,0.92419475,0.00031988157,0.01831315],"study_design_scores_gemma":[0.0011340176,0.000008421988,0.85421085,0.00060497446,0.0000011679474,2.0207693e-7,0.0004766328,0.010708177,0.003072186,0.08350219,0.04617433,0.00010683321],"about_ca_topic_score_codex":0.0024226715,"about_ca_topic_score_gemma":0.0011556677,"teacher_disagreement_score":0.8406926,"about_ca_system_score_codex":0.000107834516,"about_ca_system_score_gemma":0.000020329155,"threshold_uncertainty_score":0.36623707},"labels":[],"label_agreement":null},{"id":"W1479753454","doi":"10.2139/ssrn.1905789","title":"Staying Ahead of and Profiting from Environmental Regulatory Uncertainty: Integrated Strategies for Competitive Advantage","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Western University","funders":"","keywords":"Competitive advantage; Environmental regulation; Business; Industrial organization; Economics; Marketing; Natural resource economics","score_opus":0.02005808756362268,"score_gpt":0.2267821260300746,"score_spread":0.20672403846645193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479753454","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":[0.98640454,0.0012488464,0.0068601337,0.000083482584,0.00008969282,0.00021896946,0.000009723903,0.000028291804,0.0050563137],"genre_scores_gemma":[0.9990548,0.00019698724,0.00028411613,0.000070462476,0.00022759588,0.000009185317,0.000019203542,0.000016446642,0.00012123112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988097,0.000011621032,0.00026425286,0.00016257302,0.00013353878,0.0006182931],"domain_scores_gemma":[0.9995177,0.000029694338,0.00030894714,0.000073696116,0.00006078723,0.000009220464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038425886,0.00014130094,0.00019938992,0.00009225146,0.00023035669,0.000066734,0.00011043135,0.000033191023,0.00005361363],"category_scores_gemma":[0.000015927431,0.00012031158,0.00006398772,0.00007070963,0.00011702276,0.00064646365,0.000050890136,0.0002930413,0.0000035478345],"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":[0.00029893723,0.0000669888,0.03815041,0.0000450088,0.00026067975,0.0000014885314,0.000717476,0.000026378513,0.0035562068,0.92811966,0.000028528424,0.028728241],"study_design_scores_gemma":[0.0018735754,0.0001402134,0.045853797,0.00017264899,0.00013526609,0.000013903395,0.28707823,0.0028802722,0.00027682586,0.6588144,0.0023740677,0.00038681098],"about_ca_topic_score_codex":0.00016477745,"about_ca_topic_score_gemma":0.00043051655,"teacher_disagreement_score":0.28636077,"about_ca_system_score_codex":0.00013005528,"about_ca_system_score_gemma":0.00013760636,"threshold_uncertainty_score":0.4906164},"labels":[],"label_agreement":null},{"id":"W1482429676","doi":"","title":"Better Regulation: The Human Resource Factor","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"University of Ottawa","funders":"","keywords":"Regulatory reform; Context (archaeology); Corporate governance; Business; Competition (biology); Work (physics); Human resources; Investment (military); Political science; Economics; Finance; Management; Engineering; Politics; Market economy","score_opus":0.01608385952668309,"score_gpt":0.23721304955343114,"score_spread":0.22112919002674805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482429676","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":[0.7755501,0.00166076,0.00376974,0.09053701,0.00031405824,0.0002923923,3.6056855e-7,0.00018839154,0.12768713],"genre_scores_gemma":[0.98879755,0.000029033741,0.000008751361,0.0039471677,0.0026670464,0.0000016249959,0.000002571555,0.000009693446,0.004536543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985563,0.000012259218,0.00019698874,0.00012276904,0.00024626174,0.0008654279],"domain_scores_gemma":[0.99956685,0.000010119704,0.00017582654,0.00016014403,0.00008064495,0.0000064230094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043253848,0.00011762713,0.00010547226,0.000079380174,0.0008659011,0.00027056804,0.00026163767,0.000029085355,0.00015012373],"category_scores_gemma":[0.000014425593,0.00007651975,0.000092797905,0.00021152066,0.000037654387,0.00043009402,0.000030642223,0.0005760816,0.00011445575],"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":[0.000017770599,0.000030500045,0.0069118068,0.000003338877,0.00006106926,0.0000010841084,0.00006596671,0.00005773801,0.00039108447,0.89088124,0.010971609,0.090606764],"study_design_scores_gemma":[0.00033259814,0.000021589876,0.21469842,0.0000118102225,0.000021025635,0.000021736752,0.0005539303,0.00010503759,0.000007969026,0.55963653,0.22444868,0.00014065405],"about_ca_topic_score_codex":0.000009321711,"about_ca_topic_score_gemma":0.00007219089,"teacher_disagreement_score":0.3312447,"about_ca_system_score_codex":0.000114705515,"about_ca_system_score_gemma":0.000047214322,"threshold_uncertainty_score":0.66598994},"labels":[],"label_agreement":null},{"id":"W1482793090","doi":"10.29173/alr1344","title":"Hard Choices and Soft Law: Ethical Codes, Policy Guidelines and the Role of the Courts in Regulating Government","year":2003,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; York University","funders":"","keywords":"Soft law; Hard law; Scrutiny; Accountability; Law; Bureaucracy; Political science; Law and economics; Politics; Sociology; International law","score_opus":0.028402819609264624,"score_gpt":0.2831005407527825,"score_spread":0.2546977211435179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482793090","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":[0.031402003,0.28835148,0.000013119975,0.20612699,0.00020099006,0.0019109558,0.0000028636173,0.000027351047,0.47196427],"genre_scores_gemma":[0.95302576,0.008697444,0.00008571003,0.037246205,0.0001598487,0.000038478847,9.571801e-7,0.000011882981,0.00073373545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990867,0.000054552907,0.00036445467,0.000150621,0.00022303987,0.00012067159],"domain_scores_gemma":[0.9992791,0.00021023508,0.00022919329,0.00020478615,0.00007028329,0.0000064469273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000687399,0.000113976836,0.00029592088,0.0000076557535,0.00018543623,0.000066801986,0.00011664073,0.00003629912,0.000024233854],"category_scores_gemma":[0.0007658372,0.000059684386,0.000053264383,0.0001500043,0.00023170206,0.00013835971,0.00013572394,0.00010165599,0.0000032970167],"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":[0.00000432623,0.0000061595742,0.0054349443,0.00046125927,0.000013501902,5.0060713e-8,0.000022915536,0.000004582846,0.000008739127,0.98842216,0.00061713014,0.0050042467],"study_design_scores_gemma":[0.0004161832,0.0000016391962,0.007692762,0.0017634383,0.0000583175,0.0000021936205,0.000045147382,0.0004838084,0.000010429827,0.020095054,0.96933573,0.00009526671],"about_ca_topic_score_codex":0.007993923,"about_ca_topic_score_gemma":0.005595014,"teacher_disagreement_score":0.96871865,"about_ca_system_score_codex":0.000012208679,"about_ca_system_score_gemma":0.000008216557,"threshold_uncertainty_score":0.9986119},"labels":[],"label_agreement":null},{"id":"W1491378381","doi":"10.1111/j.1747-1346.2007.00079.x","title":"The Security and Prosperity Agreement as an “Indicator Species” for the Emerging North American Environmental Regime","year":2007,"lang":"en","type":"article","venue":"Politics &amp Policy","topic":"Regulation and Compliance Studies","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":"Wilfrid Laurier University","funders":"","keywords":"Prosperity; Stewardship (theology); Government (linguistics); Harmonization; Political science; Development economics; Geography; Economics; Law; Politics","score_opus":0.019305387393770017,"score_gpt":0.2789742010046369,"score_spread":0.25966881361086686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491378381","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":[0.9761786,0.0001909883,0.00017758293,0.011143116,0.0001375592,0.00067523564,0.000019845655,0.00004304361,0.011434016],"genre_scores_gemma":[0.99322855,0.00010001874,0.00005565407,0.003029207,0.002597479,0.00004625826,0.000023328612,0.000017149034,0.00090235483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987386,0.000009735732,0.00021935908,0.00022615389,0.00029244527,0.00051371014],"domain_scores_gemma":[0.99930435,0.000091393624,0.00019204553,0.0003366424,0.00003773466,0.00003782252],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00042584984,0.00016212073,0.00013311469,0.00007556795,0.0013121576,0.0002424621,0.00023820746,0.000016655511,0.000024037827],"category_scores_gemma":[0.000091316724,0.00010591625,0.00005992366,0.0001817376,0.0005451961,0.00019097814,0.0001842825,0.00008869562,0.000043921777],"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":[0.000057488745,0.00015573387,0.31978452,0.00005554256,0.0001330891,0.0000010806882,0.0021727653,0.0000081467,0.000044571454,0.64216036,0.003938872,0.031487796],"study_design_scores_gemma":[0.00019339751,0.000011607843,0.5134765,0.0000022394402,0.000030774143,0.0000013245213,0.0021641743,0.0003738389,0.000013148446,0.007973833,0.47563598,0.00012318812],"about_ca_topic_score_codex":0.001396543,"about_ca_topic_score_gemma":0.0015887845,"teacher_disagreement_score":0.63418657,"about_ca_system_score_codex":0.00009194669,"about_ca_system_score_gemma":0.00002257949,"threshold_uncertainty_score":0.999988},"labels":[],"label_agreement":null},{"id":"W1492286778","doi":"10.22164/isea.v1i1.8","title":"Legitimacy in Green: Pollution vs. Profit in Canadian Oil Refineries","year":2007,"lang":"en","type":"article","venue":"Issues in Social and Environmental Accounting","topic":"Regulation and Compliance 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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Oil refinery; Refinery; Petroleum; Petroleum industry; Profit (economics); Fell; Legitimacy; Environmental pollution; Porter hypothesis; Business; Pollution; Natural resource economics; Crude oil; Environmental policy; Economy; Industrial organization; Economics; Economic policy; Environmental protection; Engineering; Political science; Waste management; Environmental science; Environmental engineering; Ecology","score_opus":0.01655532321049812,"score_gpt":0.2465621938691429,"score_spread":0.23000687065864478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492286778","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":[0.9666379,0.000329401,0.0000010289077,0.0030412553,0.00009962113,0.0000805925,0.0000020186183,0.000017474302,0.029790675],"genre_scores_gemma":[0.9976756,0.000057724475,0.00003178517,0.0009805029,0.00063619186,0.000012932247,0.000018242765,0.000012820272,0.00057421945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892706,0.000005794298,0.00027560833,0.00021681096,0.00014865305,0.00042609902],"domain_scores_gemma":[0.9998483,0.00000814557,0.000077377066,0.000049946266,0.000004566415,0.0000116630545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039419858,0.00013783555,0.00017887527,0.00030403928,0.00022097077,0.000091412556,0.00008204425,0.00006924958,0.00007031854],"category_scores_gemma":[0.000015453448,0.00014860262,0.000023325973,0.00030904304,0.00012677931,0.0007922676,0.000101769685,0.00012603223,0.00003110349],"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":[0.000023773222,0.00001938733,0.96874505,0.00003890238,0.0000022851557,0.000019118837,0.0006616323,0.000013511103,0.0001284122,0.0027238608,0.0001172947,0.027506763],"study_design_scores_gemma":[0.0003807885,0.000002187397,0.9332136,0.00004410477,0.0000024205103,6.6108623e-7,0.00345404,0.0002750548,0.000008115626,0.00097333913,0.061473466,0.00017225985],"about_ca_topic_score_codex":0.32509238,"about_ca_topic_score_gemma":0.5411034,"teacher_disagreement_score":0.21601105,"about_ca_system_score_codex":0.00021459449,"about_ca_system_score_gemma":0.00000910875,"threshold_uncertainty_score":0.6794019},"labels":[],"label_agreement":null},{"id":"W1502424711","doi":"","title":"¿Y después de la neoliberalización? Estrategias metodológicas para la investigación de las transformaciones regulatorias contemporáneas / After Neoliberalization? Methodological Strategies for the Investigation of Contemporary Regulatory Transformations.","year":2011,"lang":"es","type":"book-chapter","venue":"POLI-RED (Revistas Digitales Politécnicas) (La Universidad Politécnica de Madrid)","topic":"Regulation and Compliance Studies","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 British Columbia","funders":"","keywords":"Humanities; Political science; Cartography; Geography; Philosophy","score_opus":0.0851658642109712,"score_gpt":0.3032369983023805,"score_spread":0.21807113409140927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502424711","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":[0.1010392,0.029372953,0.04613967,0.016691187,0.00083014334,0.009531754,0.0026200197,0.0016842945,0.7920908],"genre_scores_gemma":[0.98641074,0.0025319648,0.0019712746,0.0019924084,0.0008096257,0.00029256745,0.00051028153,0.00030001072,0.0051811193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924663,0.0012751762,0.0026022855,0.001198284,0.0008765561,0.0015814451],"domain_scores_gemma":[0.99093455,0.003990158,0.0022578938,0.0014181044,0.0009375353,0.00046174487],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0033147763,0.0017952131,0.0021971846,0.0010511333,0.0008775361,0.0015345438,0.0016036314,0.001527111,0.0002158198],"category_scores_gemma":[0.00044524108,0.0016044999,0.0016004284,0.00068026205,0.005174042,0.0034805932,0.00033441331,0.0010272114,0.000032686723],"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":[0.0012755889,0.00014816385,0.0027472146,0.0021804073,0.0015408501,0.00006175593,0.002411382,0.00035097342,0.00016201228,0.98357064,0.0041373954,0.001413592],"study_design_scores_gemma":[0.0037881248,0.00019946303,0.042175166,0.0019115692,0.002450206,0.0002724075,0.0031175793,0.0012031564,0.00031139786,0.51717156,0.42514935,0.0022499843],"about_ca_topic_score_codex":0.0010505505,"about_ca_topic_score_gemma":0.00006329908,"teacher_disagreement_score":0.88537157,"about_ca_system_score_codex":0.0005503966,"about_ca_system_score_gemma":0.0020876795,"threshold_uncertainty_score":0.9997691},"labels":[],"label_agreement":null},{"id":"W1504803628","doi":"10.7202/1024211ar","title":"Erosion and Renewal of Professional Powers in Public Sector Employment: The Role of Occupational Community","year":2014,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Collective bargaining; Public sector; Bureaucracy; Discretion; Private sector; Public relations; Legal profession; Business; Public service; Public administration; Political science; Law; Politics","score_opus":0.052867275908980056,"score_gpt":0.26313789348235556,"score_spread":0.2102706175733755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504803628","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":[0.98819536,0.00007964278,0.00006604818,0.0012080214,0.000066960434,0.00012739631,0.0000029536466,0.0000113709,0.010242221],"genre_scores_gemma":[0.9996085,0.000004134577,0.000035142628,0.00005101689,0.000058529706,0.000009389638,0.000022547303,0.000004334422,0.00020636334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942315,0.000050463557,0.00022736318,0.0000651827,0.0001594848,0.000074362964],"domain_scores_gemma":[0.99939156,0.00017028557,0.00018619298,0.00013495766,0.000112098496,0.000004910233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035170157,0.00006256344,0.000097884906,0.00013873051,0.0002690889,0.00002146058,0.00010509983,0.000059945436,0.00007302798],"category_scores_gemma":[0.00019369977,0.00004584432,0.000022444548,0.00036380597,0.00012417605,0.0002265047,0.00011482657,0.00016996691,0.0000038123449],"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":[0.000021201084,0.00009541758,0.8751822,0.0000054651205,0.000011132836,1.5332747e-8,0.00029921945,0.00020080604,0.00025905395,0.11874518,0.000678232,0.004502047],"study_design_scores_gemma":[0.00032067852,0.00000837233,0.9666478,0.000064880456,0.000008913792,1.7458314e-7,0.0024864564,0.002684245,0.000081038874,0.010775481,0.016860805,0.000061176004],"about_ca_topic_score_codex":0.0003199615,"about_ca_topic_score_gemma":0.0001796967,"teacher_disagreement_score":0.1079697,"about_ca_system_score_codex":0.000010079908,"about_ca_system_score_gemma":0.000027195632,"threshold_uncertainty_score":0.20696414},"labels":[],"label_agreement":null},{"id":"W1505976566","doi":"","title":"Municipal Wastewater Treatment: a Comparison of the Performance of Public Sector and Contract Operated Plants","year":2003,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mount Allison University; George Mason University","keywords":"Public sector; Private sector; Business; Quality (philosophy); Yield (engineering); Wastewater; Sewage treatment; Engineering; Economics; Environmental engineering; Economy; Economic growth","score_opus":0.05110620392296727,"score_gpt":0.25706808262796127,"score_spread":0.205961878704994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505976566","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":[0.9849368,0.0015252184,0.0000012576515,0.0002153709,0.0013580032,0.0006175929,0.000054681273,0.000041914223,0.011249176],"genre_scores_gemma":[0.9988061,0.00013733217,0.000033477012,0.00010230999,0.00019502355,0.000055422137,0.000035636425,0.000028095532,0.0006065875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998228,0.00005529401,0.0007626615,0.00041923538,0.00020889254,0.00032587527],"domain_scores_gemma":[0.9982147,0.00006354528,0.0009401519,0.000571195,0.00018628394,0.000024093293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024842544,0.0004110692,0.0009215123,0.00021960048,0.0002520431,0.00014579036,0.00036925674,0.0001876057,0.00051937276],"category_scores_gemma":[0.00004110011,0.00029248578,0.00019174372,0.00015148506,0.00047089098,0.00035697734,0.00039632514,0.0002538444,0.00003070369],"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":[0.000039064445,0.00016561331,0.9968127,0.00030231624,0.0002793753,7.397842e-7,0.00041864603,0.00021126923,0.00023584795,0.00050636474,0.0005099267,0.00051815767],"study_design_scores_gemma":[0.0020075808,0.00006014908,0.96327055,0.00053905084,0.00020062241,0.000009542067,0.00072965387,0.01532759,0.0015943629,0.00007406066,0.015602693,0.00058412156],"about_ca_topic_score_codex":0.00035964203,"about_ca_topic_score_gemma":0.0005255763,"teacher_disagreement_score":0.033542104,"about_ca_system_score_codex":0.00008706041,"about_ca_system_score_gemma":0.000109154345,"threshold_uncertainty_score":0.99995273},"labels":[],"label_agreement":null},{"id":"W1508137978","doi":"10.5860/choice.48-3512","title":"Regulating lobbying: a global comparison","year":2011,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":94,"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":"Elite; Politics; Index (typography); Sample (material); Political science; Public administration; Law","score_opus":0.20845726991582358,"score_gpt":0.34982073781401946,"score_spread":0.14136346789819587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508137978","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":[0.30495647,0.081955425,0.007309964,0.0034969877,0.0028436885,0.0028488464,0.000020023928,0.0013524794,0.5952161],"genre_scores_gemma":[0.9700921,0.0011692378,0.014415037,0.006731059,0.005581473,0.000077988996,0.00013577464,0.000054513403,0.0017428179],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987758,0.000013399785,0.00053318177,0.00026990144,0.00015720553,0.00025055002],"domain_scores_gemma":[0.9991342,0.00001403014,0.00040827735,0.00030830308,0.00011999079,0.000015187209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023147331,0.00019969184,0.00044431968,0.000048182697,0.0001787289,0.000075444106,0.0002541964,0.0000395622,0.00028435327],"category_scores_gemma":[0.0002455093,0.00016155488,0.00014053934,0.00053174736,0.0000506559,0.00047892923,0.00015960487,0.000087250555,0.0006980915],"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":[0.00002131398,0.00040575588,0.5045944,0.00093853445,0.000047011334,0.0000024202766,0.00008721639,0.000012516779,0.00005116306,0.02119912,0.028779468,0.44386113],"study_design_scores_gemma":[0.00023360962,0.0000049030864,0.24629645,0.00030578597,0.000048870606,0.0000010367158,0.00007925878,0.0019835576,0.0000030586002,0.0011779792,0.74966896,0.00019652818],"about_ca_topic_score_codex":0.00017473951,"about_ca_topic_score_gemma":0.00031128954,"teacher_disagreement_score":0.7208895,"about_ca_system_score_codex":0.000031809195,"about_ca_system_score_gemma":0.0000073267793,"threshold_uncertainty_score":0.89727867},"labels":[],"label_agreement":null},{"id":"W1518500395","doi":"","title":"Beyond Compliance: Sustainable Development, Business, and Proactive Law","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"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":"Status quo; Sustainable development; Corporate governance; Business; Compliance (psychology); Work (physics); Law and economics; Political science; Public economics; Economics; Law; Finance; Engineering","score_opus":0.027064599519989206,"score_gpt":0.24331672481034455,"score_spread":0.21625212529035534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518500395","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":[0.39489293,0.011022745,0.010957085,0.011483624,0.0008711273,0.00093842344,6.087118e-7,0.0003086666,0.56952477],"genre_scores_gemma":[0.9909703,0.00013937413,0.00016992228,0.00067470875,0.0006981498,0.000012740291,0.0000047124854,0.000020666672,0.007309427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980266,0.000008541626,0.00020443578,0.00018702775,0.0002481943,0.0013252156],"domain_scores_gemma":[0.9990073,0.0000078105,0.0001778326,0.00008838405,0.00069554587,0.000023140881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078249676,0.00016360213,0.00017781793,0.000113300055,0.00060805556,0.0003458877,0.00015858284,0.000036244033,0.000012030613],"category_scores_gemma":[0.000050140217,0.00014017764,0.000025784077,0.00038927665,0.00009665968,0.0013412936,0.00013965926,0.00042668925,0.000074424686],"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":[0.00005781866,0.00003651066,0.0038695056,0.00003482535,0.000089040164,0.0000055241835,0.000112339425,0.000016529524,0.0000069688504,0.9870088,0.0012217411,0.007540404],"study_design_scores_gemma":[0.0012193128,0.00001898999,0.01874714,0.000027625489,0.00003438781,0.000082449274,0.012503913,0.00011646794,0.000009949795,0.723513,0.24342449,0.00030230067],"about_ca_topic_score_codex":0.00018556205,"about_ca_topic_score_gemma":0.00059894804,"teacher_disagreement_score":0.5960774,"about_ca_system_score_codex":0.00036418316,"about_ca_system_score_gemma":0.0006585038,"threshold_uncertainty_score":0.5716278},"labels":[],"label_agreement":null},{"id":"W1532124893","doi":"10.1108/02683940510579786","title":"An empirical exploration of psychological contract violation and individual behaviour","year":2005,"lang":"en","type":"article","venue":"Journal of Managerial Psychology","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Ottawa; École Nationale d'Administration Publique; Université du Québec à Montréal","funders":"","keywords":"Psychological contract; Situational ethics; Enforcement; Normative; Originality; Opportunism; Neglect; Value (mathematics); Autonomy; Social psychology; Psychology; Empirical research; Public relations; Business; Political science; Law","score_opus":0.12446771101303569,"score_gpt":0.3958472733508446,"score_spread":0.2713795623378089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532124893","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":[0.9883284,0.00009060396,0.0036797568,0.00425561,0.00069220393,0.00010094106,9.2166965e-7,0.000016186183,0.0028353613],"genre_scores_gemma":[0.9948657,0.00004170361,0.0010706675,0.0017522227,0.0022423505,0.0000020825685,0.0000052068567,0.000008049765,0.000012009597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99896413,0.000038191472,0.00053207495,0.00014912407,0.0001957865,0.0001206644],"domain_scores_gemma":[0.99901587,0.000022816244,0.00064705894,0.000118412485,0.00017927028,0.000016567303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052778673,0.00010388788,0.00026450452,0.00024009934,0.000070349706,0.000075269,0.000161587,0.00009168478,0.0001643813],"category_scores_gemma":[0.000048713424,0.0000845254,0.00006392328,0.00015477734,0.00009786862,0.0016101312,0.000029747287,0.00012967756,0.000013052148],"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":[0.0039933855,0.0028055902,0.44595876,0.000070298855,0.0002586356,0.000058130656,0.0010262944,0.00093302014,0.010153728,0.020453317,0.040484518,0.4738043],"study_design_scores_gemma":[0.0016190718,0.00020256682,0.9817136,0.000013648354,0.00006577267,0.000023945802,0.00014451564,0.00030155358,0.000014791715,0.005058507,0.010739125,0.00010288751],"about_ca_topic_score_codex":0.000003538865,"about_ca_topic_score_gemma":0.000010307175,"teacher_disagreement_score":0.53575486,"about_ca_system_score_codex":0.000006922664,"about_ca_system_score_gemma":0.000003522721,"threshold_uncertainty_score":0.3446846},"labels":[],"label_agreement":null},{"id":"W1533632717","doi":"","title":"Can Corporate Monitorships Improve Corporate Compliance","year":2009,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","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 British Columbia","funders":"","keywords":"Corporation; Compliance (psychology); Enforcement; Business; Settlement (finance); Government (linguistics); Corporate crime; Work (physics); Process (computing); Accounting; Corporate governance; Public relations; Law and economics; Political science; Law; Finance; Economics; Engineering","score_opus":0.062019960212311424,"score_gpt":0.2526138216092441,"score_spread":0.19059386139693268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533632717","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":[0.791009,0.00079958583,0.000489696,0.01695958,0.0032470687,0.001106607,0.000026854905,0.0011718273,0.18518978],"genre_scores_gemma":[0.98538387,0.000013323303,0.00032615176,0.007920236,0.001846717,0.000024761743,0.00003654094,0.00002835232,0.0044200253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99834645,0.00001678882,0.0003810375,0.00046074064,0.0003269165,0.0004680457],"domain_scores_gemma":[0.9984662,0.000017661869,0.0007011034,0.0004551753,0.00030846414,0.000051414972],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022317717,0.00031250136,0.00034321623,0.00009014256,0.0005297516,0.00053130824,0.00037486327,0.00007835738,0.00021366392],"category_scores_gemma":[0.000047673388,0.00029580906,0.00010814916,0.00052248844,0.00013960335,0.00086888374,0.00010104525,0.00024087624,0.0017367766],"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":[0.00018111974,0.0002288595,0.07209391,0.00017867504,0.000085424224,0.00006939822,0.000046662448,0.00031555654,0.00556558,0.8692455,0.038324486,0.013664808],"study_design_scores_gemma":[0.002111292,0.000084097745,0.44102806,0.00027769874,0.000090437854,0.0000060564903,0.00029518327,0.003529478,0.00093816227,0.36603725,0.18418133,0.0014209517],"about_ca_topic_score_codex":0.00047920828,"about_ca_topic_score_gemma":0.0004925538,"teacher_disagreement_score":0.5032083,"about_ca_system_score_codex":0.00005305612,"about_ca_system_score_gemma":0.000025772237,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W1546130228","doi":"","title":"Critical Developments in Corporate Criminal Liability: Senior Officers, Wilful Blindness, and Agents in Foreign Jurisdictions","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance 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":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Corporation; Parliament; Corporate liability; Criminal liability; Corporate crime; Liability; Law; Business; Political science; Language change; Criminal law; Corporate law; Corporate governance; Law and economics; Economics; Finance","score_opus":0.034886811876654926,"score_gpt":0.2633790142966999,"score_spread":0.22849220242004498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546130228","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":[0.98927987,0.00034259132,0.00057235075,0.0017450827,0.0001922326,0.00024805244,4.0748776e-7,0.000027174898,0.007592266],"genre_scores_gemma":[0.9985622,0.00027130923,0.000119466284,0.00037582318,0.00023014437,0.000029619516,0.0000040152586,0.000015505171,0.00039189353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796796,0.00002444765,0.00040113868,0.00023632289,0.00022114128,0.0011489978],"domain_scores_gemma":[0.99952084,0.000032704313,0.00015745286,0.00009103913,0.0001757459,0.000022194115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007045759,0.00016693854,0.00020956308,0.00033728368,0.00024494156,0.00026616454,0.00013942867,0.000058037822,0.00008756088],"category_scores_gemma":[0.0001173223,0.00015266954,0.000040444538,0.00040182172,0.00009999992,0.00123198,0.000088637404,0.00068134366,0.00009435152],"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":[0.000072982,0.00027278782,0.7060561,0.00007762566,0.000051715942,0.0000116675665,0.00021132774,0.00006212326,0.000037501017,0.26993623,0.0005428956,0.022667035],"study_design_scores_gemma":[0.001065445,0.000028350007,0.6979786,0.00007221862,0.000028285009,0.00003884843,0.0035178752,0.0017269731,0.0000024118285,0.2926694,0.0026346047,0.000236962],"about_ca_topic_score_codex":0.00029624457,"about_ca_topic_score_gemma":0.0015526462,"teacher_disagreement_score":0.02273314,"about_ca_system_score_codex":0.00031491843,"about_ca_system_score_gemma":0.0003494825,"threshold_uncertainty_score":0.6225683},"labels":[],"label_agreement":null},{"id":"W1548760817","doi":"10.1093/restud/rdx009","title":"Private Politics and Public Regulation","year":2017,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Politics; Economics; Public economics; Public choice; Neoclassical economics; Law and economics; Political economy; Political science; Law","score_opus":0.09500093209764969,"score_gpt":0.32038584371380524,"score_spread":0.22538491161615554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548760817","genre_codex":"review","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":[0.33983275,0.40035343,0.00002483028,0.121590465,0.0011295438,0.0010031105,0.000003732382,0.00007201112,0.13599014],"genre_scores_gemma":[0.90279484,0.095168225,0.00002805177,0.0012209443,0.0003872236,0.000016771754,0.000001116437,0.0000062452823,0.0003765858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995404,0.0000053746508,0.00022101248,0.00009704254,0.000039910137,0.000096250755],"domain_scores_gemma":[0.9991101,0.000032568976,0.0004466407,0.00033557226,0.00007182733,0.0000032605947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046856,0.00007837845,0.00026000844,0.000024201396,0.0005349854,0.000086204614,0.00018859054,0.00000808219,0.000031209045],"category_scores_gemma":[0.00023757012,0.000049660877,0.000045294895,0.00001724707,0.0002746103,0.00038958367,0.00031463365,0.00002176676,0.00005918576],"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":[0.0000016774198,0.000006142117,0.022706768,0.003910152,0.00016152902,9.422166e-8,0.000032119162,0.0000013447103,0.000003220462,0.9402692,0.013415081,0.019492688],"study_design_scores_gemma":[0.00030358142,0.0000056598983,0.37982982,0.0030423799,0.00016621403,0.0000014671076,0.00035905727,0.00033166577,0.00000978448,0.11150914,0.5042308,0.00021042487],"about_ca_topic_score_codex":0.000025710002,"about_ca_topic_score_gemma":0.000025870386,"teacher_disagreement_score":0.82876,"about_ca_system_score_codex":0.000014121068,"about_ca_system_score_gemma":0.000004688495,"threshold_uncertainty_score":0.41147292},"labels":[],"label_agreement":null},{"id":"W1551644891","doi":"10.1111/j.1911-3838.2011.00026.x","title":"Monitoring Legal Compliance: The Growth of Compliance Committees*","year":2011,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Business; Psychology","score_opus":0.09164653087083637,"score_gpt":0.27900384405840306,"score_spread":0.1873573131875667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551644891","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":[0.6662825,0.0022054545,0.0007690368,0.002054729,0.0012812162,0.0004905592,0.0000029561618,0.0003663726,0.32654718],"genre_scores_gemma":[0.9976534,0.00003584122,0.0005756822,0.00025124932,0.0010966248,0.000024703018,9.297095e-7,0.000027643346,0.00033389826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986878,0.000013351004,0.00031957854,0.0003269646,0.00032729062,0.00032499424],"domain_scores_gemma":[0.99845785,0.00006395265,0.00039033892,0.00036537368,0.00071415823,0.000008333854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029635042,0.00022633436,0.00028246996,0.00012271517,0.00057813094,0.00017728288,0.0006080529,0.000040986975,0.00015210369],"category_scores_gemma":[0.0001425727,0.00017321324,0.00012973195,0.0005850474,0.0003948261,0.0011801372,0.00026364956,0.00019263547,0.00015005835],"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":[0.00007600186,0.00020642421,0.71189743,0.00028791899,0.00015084,0.0000046165856,0.0042065154,0.000010586719,0.00075934205,0.27755314,0.001989944,0.0028572427],"study_design_scores_gemma":[0.0003401522,0.000009597707,0.96788234,0.00030924098,0.000043727276,0.000002946528,0.02011604,0.00043552625,0.0004909301,0.0072697517,0.002816356,0.0002833923],"about_ca_topic_score_codex":0.001178912,"about_ca_topic_score_gemma":0.000029280714,"teacher_disagreement_score":0.33137095,"about_ca_system_score_codex":0.000033712367,"about_ca_system_score_gemma":0.000013247114,"threshold_uncertainty_score":0.70634305},"labels":[],"label_agreement":null},{"id":"W155546117","doi":"10.15173/esr.v11i2.444","title":"The Voluntary Approach to GHG Reduction: A Case Study of BC Hydro","year":2003,"lang":"en","type":"article","venue":"Energy Studies Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Greenhouse gas; Turnover; Electricity; Hindsight bias; Government (linguistics); Business; Baseline (sea); Natural resource economics; Economics; Engineering; Political science","score_opus":0.07084853497500215,"score_gpt":0.2966311363197387,"score_spread":0.22578260134473654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W155546117","genre_codex":"review","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":[0.06687113,0.72299415,0.00020315721,0.0043045995,0.0017678905,0.0018388538,6.901331e-7,0.00015198997,0.20186755],"genre_scores_gemma":[0.95251995,0.040370785,0.00015557114,0.002145758,0.0005478782,0.00057417154,0.000001749968,0.000024226625,0.0036599203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988666,0.000049703733,0.00041646571,0.00026270916,0.0002229742,0.00018151279],"domain_scores_gemma":[0.999117,0.000035274326,0.00020238385,0.00036982732,0.00026613582,0.0000093735225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041507662,0.00017625786,0.00042608878,0.000053486398,0.00063112046,0.00003469251,0.00014718367,0.000012423386,0.000019256257],"category_scores_gemma":[0.00014422284,0.000110226916,0.000090573565,0.00075477216,0.00007591916,0.00015726635,0.00016847347,0.00004878439,0.00002153103],"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":[0.000042773165,0.0016144747,0.0039024,0.005500282,0.0025396105,0.00016311594,0.0021865817,0.0010123688,0.0000051193942,0.15551607,0.5863971,0.2411201],"study_design_scores_gemma":[0.00023146308,0.000027055718,0.00033129758,0.00026885897,0.00019389125,0.00007072383,0.020010881,0.000030227515,0.0000015181585,0.00036133325,0.97829545,0.00017728562],"about_ca_topic_score_codex":0.0005147142,"about_ca_topic_score_gemma":0.0002768905,"teacher_disagreement_score":0.8856488,"about_ca_system_score_codex":0.000022075032,"about_ca_system_score_gemma":0.00000694908,"threshold_uncertainty_score":0.48541322},"labels":[],"label_agreement":null},{"id":"W1558651126","doi":"10.2139/ssrn.2168715","title":"Gasoline Content Regulation and Compliance Among US Refineries","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Guelph","funders":"","keywords":"Clean Air Act; Gasoline; Oil refinery; Refinery; Business; Air quality index; Waste management; Refining (metallurgy); Statute; Compliance (psychology); Production (economics); Natural resource economics; Environmental science; Air pollution; Engineering; Economics; Chemistry; Law","score_opus":0.043904152465194995,"score_gpt":0.2431103501861591,"score_spread":0.1992061977209641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558651126","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":[0.982492,0.004294283,0.003384063,0.0018114472,0.00038125945,0.00011414515,3.0922578e-7,0.00006155841,0.00746093],"genre_scores_gemma":[0.99488336,0.00051367615,0.000071488146,0.0003866882,0.0015923298,0.000005201914,0.0000045401002,0.000014849266,0.0025278956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983976,0.000009556929,0.00022213435,0.000113367525,0.00017515392,0.0010822001],"domain_scores_gemma":[0.999512,0.000011093653,0.00022707708,0.000094147545,0.00013860868,0.000017068074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006147092,0.00013248673,0.00015761353,0.00008898177,0.0003753398,0.00014217256,0.000090444,0.00003151348,0.000042198953],"category_scores_gemma":[0.000042178515,0.000109891116,0.00004845256,0.00015198451,0.00009038033,0.0012753684,0.000058564976,0.00035065896,0.000047971793],"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":[0.000048464026,0.000034977114,0.5746492,0.000022227576,0.000063196094,3.500273e-7,0.000039290077,0.000026125172,0.00023964084,0.41173846,0.00056175963,0.012576287],"study_design_scores_gemma":[0.00054659066,0.000016314061,0.9198038,0.000045258665,0.00003757825,0.00005214932,0.00085696153,0.000777979,0.000011160069,0.047991328,0.029671004,0.00018986149],"about_ca_topic_score_codex":0.00008707799,"about_ca_topic_score_gemma":0.00036660372,"teacher_disagreement_score":0.36374712,"about_ca_system_score_codex":0.00011193651,"about_ca_system_score_gemma":0.000036385463,"threshold_uncertainty_score":0.44812295},"labels":[],"label_agreement":null},{"id":"W1562879474","doi":"10.1111/j.1468-0386.2012.00603.x","title":"Conceptualising Multilevel Regulation in the EU: A Legal Translation of Multilevel Governance?","year":2012,"lang":"en","type":"article","venue":"European Law Journal","topic":"Regulation and Compliance Studies","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":"Institute on Governance","funders":"","keywords":"Corporate governance; Context (archaeology); Multi-level governance; Multilevel model; Heuristic; Political science; Business; Computer science; Artificial intelligence","score_opus":0.062123999983962855,"score_gpt":0.25839458488578365,"score_spread":0.1962705849018208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562879474","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":[0.3231147,0.0015015826,0.01941834,0.004103021,0.0016115702,0.0004884683,0.0000060583807,0.00007259761,0.64968365],"genre_scores_gemma":[0.9969461,0.0000095377545,0.0006129903,0.0008081064,0.0015197917,0.0000010976846,0.000003665359,0.000016353475,0.00008238846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989337,0.00008702541,0.00038486475,0.00008723405,0.00030385004,0.00020335875],"domain_scores_gemma":[0.9993594,0.00004400425,0.00037463015,0.00011200119,0.000100524536,0.000009386944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009814468,0.00011036445,0.00012865488,0.000050576706,0.00028402035,0.00015652261,0.00018407211,0.000016512005,0.00009653129],"category_scores_gemma":[0.000047036177,0.000079423415,0.000075554024,0.00014778638,0.000089802495,0.002025898,0.000029860963,0.0001601302,0.00005460585],"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":[0.00012823172,0.000270049,0.01652447,0.00008130653,0.00004681235,0.000015821479,0.005640528,0.0019475577,0.0019313091,0.82475656,0.0037496807,0.14490764],"study_design_scores_gemma":[0.0011126166,0.0000066213865,0.7825537,0.00013570915,0.00002341077,0.00002501803,0.0009672893,0.007025972,0.000045493867,0.0005564219,0.2073898,0.00015798057],"about_ca_topic_score_codex":0.00010528452,"about_ca_topic_score_gemma":0.000060421273,"teacher_disagreement_score":0.82420015,"about_ca_system_score_codex":0.000018617828,"about_ca_system_score_gemma":0.0000042762463,"threshold_uncertainty_score":0.3238793},"labels":[],"label_agreement":null},{"id":"W1566619058","doi":"10.1111/j.1754-7121.2010.00138.x","title":"One task, a few approaches, many impacts: Private‐sector involvement in Canadian building code enforcement","year":2010,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Private sector; Government (linguistics); Code of practice; Business; Control (management); Task (project management); Code (set theory); Public administration; Code of conduct; Best practice; Process (computing); Public relations; Public economics; Economic growth; Engineering; Political science; Economics; Law; Management; Engineering management; Computer science","score_opus":0.06371994142441663,"score_gpt":0.24602895088941454,"score_spread":0.1823090094649979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566619058","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":[0.87908834,0.00007250052,0.00038942118,0.06141745,0.000921282,0.0013875637,0.000064324,0.0001134595,0.05654565],"genre_scores_gemma":[0.9952181,0.000003441953,0.00030761058,0.003110211,0.0006203216,0.00012140704,0.00032504572,0.000027359372,0.00026649697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811256,0.000010176822,0.0004018121,0.00037576945,0.00026158808,0.00083809026],"domain_scores_gemma":[0.9990719,0.000010594895,0.00016870895,0.00032631293,0.000121868274,0.0003006389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046964482,0.00022343092,0.00019811986,0.0008921342,0.00041924376,0.0008200224,0.00030313994,0.00012691118,0.0008133451],"category_scores_gemma":[0.00011753582,0.0002590851,0.000050041144,0.00069610757,0.00007010727,0.0011047489,0.00003885622,0.00025087563,0.000096058044],"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":[0.000007868634,0.000046812453,0.0676621,0.00008253753,0.000035399768,0.000014158062,0.00006991508,0.0000072282364,0.0003344587,0.9240258,0.004085499,0.0036282619],"study_design_scores_gemma":[0.00050133094,0.000020787364,0.116938606,0.00004071211,0.000018632494,0.0000025137178,0.00036068892,0.0053168866,0.000053970343,0.0019902652,0.87433046,0.00042516022],"about_ca_topic_score_codex":0.53345436,"about_ca_topic_score_gemma":0.9985196,"teacher_disagreement_score":0.9220355,"about_ca_system_score_codex":0.0006581132,"about_ca_system_score_gemma":0.0015348493,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W1567735185","doi":"","title":"Of Forest Fires and Systemic Discrimination: A Review of British Columbia (Public Service Employee Relations Commission) v. B.C.G.S.E.U.","year":2001,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Adjudication; Human rights; Supreme court; Duty; Employment discrimination; Context (archaeology); Commission; Law; Political science; Reasonable accommodation; Sociology","score_opus":0.03419581352758445,"score_gpt":0.2729330845278412,"score_spread":0.23873727100025677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567735185","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020833885,0.9960237,0.00014446862,0.0004519012,0.00012129686,0.00052429864,0.000010218898,0.000025072857,0.0024906637],"genre_scores_gemma":[0.002010206,0.99427515,0.000014675086,0.00009837073,0.00032817273,0.00003576913,0.00006223974,0.00003900356,0.003136411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974844,0.00006684517,0.0011404481,0.00023475014,0.00037687257,0.0006967262],"domain_scores_gemma":[0.9972625,0.00007271325,0.0016984558,0.00023599961,0.0007097439,0.000020601248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010662789,0.0002195931,0.0012825247,0.00017121088,0.0002897308,0.00021887882,0.00037585173,0.000113408634,0.00010881572],"category_scores_gemma":[0.00016824044,0.00024896604,0.00031748592,0.0010282625,0.00007377317,0.0005818046,0.00015635842,0.00072492275,0.000011910101],"study_design_candidate":"not_applicable","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":[0.0000021445733,0.00006048251,0.0056555276,0.12983449,0.00037854185,0.0000029540272,0.000009064144,8.342557e-7,2.9495187e-8,0.019737324,0.008337491,0.83598113],"study_design_scores_gemma":[0.00025368287,0.000021860591,0.0024424733,0.14371142,0.0010198889,0.00071858417,0.0002541606,0.000013259003,8.768723e-10,0.012811028,0.83848405,0.00026959772],"about_ca_topic_score_codex":0.0019088258,"about_ca_topic_score_gemma":0.04094975,"teacher_disagreement_score":0.83571154,"about_ca_system_score_codex":0.00020321377,"about_ca_system_score_gemma":0.0007214162,"threshold_uncertainty_score":0.99999624},"labels":[],"label_agreement":null},{"id":"W1572921100","doi":"","title":"Privacy Impact Assessments: International Study of Their Application and Effects","year":2007,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":16,"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":"Internet privacy; Information privacy; Computer science; Business","score_opus":0.05327020873826081,"score_gpt":0.359997305671673,"score_spread":0.30672709693341216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572921100","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":[0.98281825,0.00007313422,0.006545179,0.00023571984,0.000045255772,0.00047330637,0.0000022412457,0.000022672395,0.009784248],"genre_scores_gemma":[0.9994947,0.00001698612,0.00014623723,0.000013496054,0.00006360991,8.259352e-7,0.000009517732,0.000006710831,0.0002479409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989546,0.000027229033,0.00013220165,0.00021555093,0.00049371546,0.00017672103],"domain_scores_gemma":[0.9988894,0.00010785699,0.00019087187,0.00021179437,0.0005808362,0.000019249728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008616139,0.00008338116,0.00018485826,0.00044396642,0.00024678084,0.00003651146,0.00037010983,0.00003185742,0.000030534015],"category_scores_gemma":[0.00006274324,0.000088286266,0.000050327642,0.000524008,0.00018474902,0.0005294245,0.00043125876,0.000115441035,0.00001449891],"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":[0.0009027227,0.0018853336,0.7391847,0.00044777687,0.0004350216,0.0000362178,0.0020040337,0.00003819538,0.004090873,0.0062430985,0.010608547,0.2341235],"study_design_scores_gemma":[0.0011511457,0.00010572654,0.969202,0.00003546698,0.000017741624,9.1533997e-7,0.010990218,0.0020234904,0.000023369343,0.00087797875,0.015477781,0.000094191026],"about_ca_topic_score_codex":0.0025884453,"about_ca_topic_score_gemma":0.00046907223,"teacher_disagreement_score":0.23402931,"about_ca_system_score_codex":0.00008860411,"about_ca_system_score_gemma":0.00002167382,"threshold_uncertainty_score":0.39129722},"labels":[],"label_agreement":null},{"id":"W1577677152","doi":"10.5072/ulr.v2008i1.410","title":"Providing a Safe Harbor for Those Who Play by the Rules: The Case for a Strong Regulatory Compliance Defense","year":2008,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Compliance (psychology); Business; Environmental regulation; Risk analysis (engineering); Law and economics; Economics; Public economics; Psychology; Social psychology","score_opus":0.059404161353525206,"score_gpt":0.2403928585076795,"score_spread":0.18098869715415428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577677152","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":[0.9039425,0.0036127616,0.04624675,0.008686634,0.00079749606,0.004522126,0.00016236551,0.00023916035,0.031790193],"genre_scores_gemma":[0.99081767,0.00004328417,0.0008046921,0.00023671266,0.0003093817,0.000015854548,0.000017133018,0.000022274637,0.007732991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991548,0.000018407769,0.00015421817,0.00027640583,0.00012962219,0.00026654068],"domain_scores_gemma":[0.9988113,0.00018130452,0.00027711774,0.00034073865,0.00037379374,0.000015711183],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029647016,0.00016366034,0.00023859937,0.00007553313,0.002006154,0.000046596815,0.00040114595,0.000048599966,0.000037274647],"category_scores_gemma":[0.00007780603,0.00012891467,0.00019811235,0.0002275208,0.0003616394,0.00044609577,0.00018193801,0.0000835618,0.00003053818],"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":[0.00074575644,0.00025193582,0.002931957,0.00093529065,0.0003369509,0.000054509248,0.005090282,0.00008929195,0.0003307473,0.13341904,0.83779997,0.018014306],"study_design_scores_gemma":[0.0034332534,0.00006143016,0.011397984,0.00037849322,0.0002881818,0.00003909497,0.016372375,0.040219463,0.000060090715,0.002101503,0.9251193,0.00052886136],"about_ca_topic_score_codex":0.00011321637,"about_ca_topic_score_gemma":0.0003465647,"teacher_disagreement_score":0.13131753,"about_ca_system_score_codex":0.00004731931,"about_ca_system_score_gemma":0.000034702884,"threshold_uncertainty_score":0.9992931},"labels":[],"label_agreement":null},{"id":"W158052946","doi":"10.2139/ssrn.2350923","title":"The Effect of Inspector Group Size and Familiarity on Enforcement and Deterrence: Evidence from Oil Platforms","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Exploit; Sanctions; Deterrence theory; Enforcement; Deterrence (psychology); Inspector general; Productivity; Law enforcement; Engineering; Business; Computer security; Political science; Law; Economics; Accounting; Computer science; Economic growth","score_opus":0.009087957005312668,"score_gpt":0.21795434693720883,"score_spread":0.20886638993189616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158052946","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":[0.99533397,0.0030885416,0.00009086909,0.0003960996,0.00012538981,0.00010387653,2.1055254e-7,0.00001306603,0.0008479583],"genre_scores_gemma":[0.99481285,0.004598022,0.0000083852465,0.00009174621,0.00026048295,0.000013606399,5.5612594e-7,0.000006453275,0.00020790334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889034,0.0000108710055,0.00020086895,0.00013433163,0.0002201864,0.00054337864],"domain_scores_gemma":[0.999351,0.000293651,0.00018867989,0.000104098406,0.000051301362,0.0000112743255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517716,0.00012812858,0.00015629345,0.00003517959,0.00040116455,0.00021054446,0.00014376544,0.000027079202,0.000028694787],"category_scores_gemma":[0.0001621132,0.00007137363,0.000041551197,0.000092966875,0.000095785734,0.00060174835,0.00008561909,0.0003695852,0.000015226758],"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":[0.00045256165,0.000029159473,0.45269156,0.00008775925,0.0002856791,9.518269e-7,0.00016295073,0.000021011912,0.0017785663,0.10020745,0.00032237475,0.44395998],"study_design_scores_gemma":[0.0019809834,0.0006788253,0.749456,0.00040414912,0.00010618678,0.000012195806,0.0016596143,0.0041196267,0.000199333,0.23930423,0.0017278071,0.00035105282],"about_ca_topic_score_codex":0.0007636488,"about_ca_topic_score_gemma":0.0009199747,"teacher_disagreement_score":0.44360894,"about_ca_system_score_codex":0.00007475956,"about_ca_system_score_gemma":0.000028164828,"threshold_uncertainty_score":0.3085474},"labels":[],"label_agreement":null},{"id":"W1581737008","doi":"10.2139/ssrn.1105593","title":"How Not to Incorporate Voluntary Standards into Smart Regulation: ISO 14001 and Ontario's Environmental Penalties Regulations","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental regulation; Business; Turnover; Accounting; Environmental economics; Natural resource economics; Economics; Management","score_opus":0.012971559822487077,"score_gpt":0.20905727500857194,"score_spread":0.19608571518608486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581737008","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":[0.98336685,0.0005048645,0.0040684007,0.010149011,0.00024164854,0.0002269442,0.000003107432,0.000052963063,0.0013862211],"genre_scores_gemma":[0.98324865,0.00026690113,0.00028935782,0.000717303,0.00077879697,0.0000100230845,0.000019000323,0.00002586119,0.014644081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979158,0.000017624607,0.00029047267,0.0002836936,0.00060506974,0.0008873175],"domain_scores_gemma":[0.99938244,0.000015256391,0.0002489183,0.00018223748,0.00013453484,0.000036637426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006637068,0.00023199836,0.00024183135,0.0002472611,0.0012919882,0.00032124916,0.0001846953,0.000051753374,0.00015394634],"category_scores_gemma":[0.000029814155,0.0002163247,0.00008560359,0.0002247806,0.0001487842,0.0013571262,0.00016116454,0.00052058656,0.00003429351],"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":[0.000933776,0.0002223747,0.7911702,0.000065214066,0.00063086586,0.00003462566,0.0035839435,0.0009476896,0.0029942254,0.14099899,0.019457981,0.03896015],"study_design_scores_gemma":[0.0010752043,0.00010699345,0.7267518,0.00003729627,0.00006941202,0.00024959046,0.0032185386,0.0004546091,0.00004179354,0.12915102,0.1383626,0.00048110986],"about_ca_topic_score_codex":0.0019137135,"about_ca_topic_score_gemma":0.04832597,"teacher_disagreement_score":0.11890462,"about_ca_system_score_codex":0.0011983595,"about_ca_system_score_gemma":0.00051958323,"threshold_uncertainty_score":0.99370587},"labels":[],"label_agreement":null},{"id":"W1585777854","doi":"10.22004/ag.econ.6258","title":"Impact of EPA's Voluntary 33/50 Program on Pollution Prevention Adoption and Toxic Releases","year":2008,"lang":"en","type":"preprint","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Pollution prevention; Endogeneity; Business; Turnover; Pollution; Program evaluation; Environmental health; Environmental science; Operations management; Engineering; Economics; Waste management; Medicine; Political science; Econometrics","score_opus":0.050516019412023314,"score_gpt":0.2817491980858889,"score_spread":0.23123317867386556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585777854","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":[0.9947891,0.00017227823,0.00021620239,0.00041649683,0.00010153564,0.0006824883,0.00003637867,0.000045954683,0.0035395208],"genre_scores_gemma":[0.9968675,0.001236738,0.00052474916,0.000018387627,0.00015107787,0.0000022384183,0.00016941152,0.000013716251,0.0010161786],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99873585,0.000043630724,0.00020904579,0.00040339225,0.0003723331,0.0002357271],"domain_scores_gemma":[0.9989119,0.000027568789,0.00042722034,0.00030094257,0.0003060533,0.000026291811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020265747,0.00022657926,0.00039995697,0.0005243318,0.00025611368,0.00004127671,0.00023448475,0.00015817053,0.00029279522],"category_scores_gemma":[0.000024371957,0.0002559759,0.0002936264,0.00028172517,0.00028842315,0.0006145835,0.00050729426,0.00024069993,0.00005435768],"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":[0.0019354988,0.00264707,0.22889698,0.0030248675,0.0011977786,0.00007021436,0.0012737243,0.005711236,0.0011427411,0.0026999942,0.020914411,0.7304855],"study_design_scores_gemma":[0.00069179124,0.00023494418,0.99031544,0.00037887786,0.00009518979,0.0000025731217,0.0007346235,0.004189261,0.000012761231,0.00043944106,0.0026689006,0.00023617958],"about_ca_topic_score_codex":0.004195418,"about_ca_topic_score_gemma":0.0004776193,"teacher_disagreement_score":0.76141846,"about_ca_system_score_codex":0.00010277299,"about_ca_system_score_gemma":0.00007223708,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W1589094783","doi":"10.1111/capa.12126","title":"Public safety in private hands revisited: The case of Ontario's Technical Standards and Safety Authority","year":2015,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"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":"Legislation; Public administration; Accountability; Legislature; Corporate governance; Government (linguistics); Business; Criticism; Control (management); Regulatory authority; Political science; Management; Law; Finance; Economics","score_opus":0.054857733811763655,"score_gpt":0.2711935328670123,"score_spread":0.21633579905524866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589094783","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":[0.6869646,0.00027887177,0.0012352027,0.16489889,0.00035940506,0.0012272068,0.00010037365,0.00011052163,0.14482498],"genre_scores_gemma":[0.9989938,0.0000046366386,0.000070598966,0.00042771638,0.00013984884,0.000014727663,0.00007029673,0.000007906701,0.0002704533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893326,0.000024704841,0.00036896655,0.0002124206,0.00020661592,0.00025402493],"domain_scores_gemma":[0.99905616,0.000018359531,0.00015855201,0.00023848285,0.00043618566,0.00009227469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013082932,0.00012374243,0.000182004,0.00023589842,0.00031894186,0.00036657616,0.00014299777,0.00008103328,0.00012514148],"category_scores_gemma":[0.0005162054,0.00010178628,0.000030939904,0.0005817669,0.00014591323,0.00086969323,0.000060242302,0.00015524557,0.000003395374],"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":[0.000060967133,0.000026171192,0.07238847,0.000043365304,0.00001533624,0.00009557218,0.000105910156,0.0000012874034,0.000001935449,0.90582204,0.006397506,0.0150414305],"study_design_scores_gemma":[0.0006624609,0.000031607226,0.17423476,0.000025383644,0.000013866555,0.00008178968,0.0003333464,0.00045920283,0.0000012448662,0.0039859186,0.82001126,0.00015913675],"about_ca_topic_score_codex":0.056040086,"about_ca_topic_score_gemma":0.9694066,"teacher_disagreement_score":0.91336656,"about_ca_system_score_codex":0.00066403544,"about_ca_system_score_gemma":0.0019309662,"threshold_uncertainty_score":0.9502458},"labels":[],"label_agreement":null},{"id":"W1592745377","doi":"10.1111/j.1467-8594.2011.00386.x","title":"Which Fox in What Henhouse and When? Conjectures on Regulatory Capture","year":2011,"lang":"en","type":"article","venue":"Business and Society Review","topic":"Regulation and Compliance Studies","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":"Simon Fraser University","funders":"","keywords":"Publicity; Context (archaeology); Government (linguistics); Narrative; Relevance (law); Sociology; Public interest; Order (exchange); Section (typography); Law and economics; Public relations; Political science; Public administration; Economics; Law; Business; Advertising","score_opus":0.03763886789729644,"score_gpt":0.23298019200276635,"score_spread":0.1953413241054699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592745377","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17842287,0.7822614,0.000070551905,0.016634785,0.00063417375,0.0013104702,0.0000019132945,0.0001938625,0.020469991],"genre_scores_gemma":[0.72815895,0.24992555,0.00014309502,0.021180164,0.00020905165,0.000050323233,0.000008313749,0.000027453632,0.00029707368],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992074,0.000009953685,0.00021205292,0.0002706866,0.00013604696,0.0001638783],"domain_scores_gemma":[0.9994948,0.0000143013185,0.00011683311,0.00018473089,0.00017992091,0.000009424298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024030807,0.00018306075,0.00034540796,0.00002398146,0.00015050732,0.000159985,0.000080661106,0.000062134255,0.00009463884],"category_scores_gemma":[0.000032487667,0.00013772924,0.000058874415,0.0003432473,0.000081234546,0.0007148585,0.00009501268,0.000093746225,0.000013514014],"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":[0.00012465511,0.00057850534,0.10929517,0.05653673,0.00034663564,0.000022350883,0.0072999275,0.000017862427,0.00006242858,0.1372021,0.20540239,0.48311123],"study_design_scores_gemma":[0.0005372878,0.0000052753485,0.8358945,0.0058818203,0.00008160869,0.000003729795,0.00092166685,0.00009814738,0.0000013396295,0.0036334414,0.1525816,0.00035954922],"about_ca_topic_score_codex":0.00014528848,"about_ca_topic_score_gemma":0.00011131495,"teacher_disagreement_score":0.7265994,"about_ca_system_score_codex":0.000009170112,"about_ca_system_score_gemma":0.000010279234,"threshold_uncertainty_score":0.56164354},"labels":[],"label_agreement":null},{"id":"W1598581732","doi":"10.2139/ssrn.1949808","title":"Strategic Release of News at the EPA","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Political science","score_opus":0.040034516033629265,"score_gpt":0.22566334241634808,"score_spread":0.18562882638271883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598581732","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":[0.8432143,0.0019647914,0.00036228576,0.0013722802,0.00021669618,0.000100848505,2.4016228e-7,0.00001735382,0.15275125],"genre_scores_gemma":[0.9952086,0.0005326349,0.000009707139,0.00023106743,0.00041293557,0.0000023982338,8.7965907e-7,0.0000092984965,0.0035924595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99888086,0.0000099815015,0.00019738713,0.00008868784,0.00015645107,0.00066663156],"domain_scores_gemma":[0.9995126,0.000008480115,0.00024207872,0.0001318649,0.00009890415,0.000006073912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040887174,0.0000893529,0.00010722525,0.000057004345,0.00027248915,0.000037941583,0.0002076946,0.00002036364,0.00048825],"category_scores_gemma":[0.000014396039,0.00005561914,0.00009033597,0.00017684748,0.00006456802,0.0002490518,0.00006479135,0.00032890314,0.00020251598],"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":[0.00009615289,0.0000465462,0.014452419,0.0000104165165,0.00010401105,0.0000017853422,0.0000797116,0.000020972862,0.00016509513,0.96652675,0.0007911541,0.017704979],"study_design_scores_gemma":[0.0005712681,0.00004566771,0.0194622,0.00001961835,0.00007124184,0.00004512999,0.005967857,0.00021454012,0.000057123438,0.96056134,0.0128208,0.00016323311],"about_ca_topic_score_codex":0.0002620599,"about_ca_topic_score_gemma":0.001879973,"teacher_disagreement_score":0.15199438,"about_ca_system_score_codex":0.00008481216,"about_ca_system_score_gemma":0.00012741452,"threshold_uncertainty_score":0.5345995},"labels":[],"label_agreement":null},{"id":"W1602016901","doi":"","title":"Infringement Notices: Stimulus for Prevention or Trivialising Offences?","year":2003,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"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":"Notice; Legislation; Business; Empirical research; Law; Law and economics; Political science; Economics","score_opus":0.036260814310001686,"score_gpt":0.2447092549598404,"score_spread":0.2084484406498387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602016901","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":[0.9336697,0.00005868993,0.035476495,0.0018610266,0.00028440304,0.0007005941,0.0000029360242,0.00026275968,0.027683407],"genre_scores_gemma":[0.9917249,0.000021456548,0.0059784907,0.000047661273,0.000036740123,0.0000016540116,0.0000034096133,0.000006619055,0.002179078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993766,0.000005557608,0.00013626066,0.00021472684,0.0001025121,0.00016435378],"domain_scores_gemma":[0.9994074,0.000020091718,0.00022219827,0.00018564699,0.00015833415,0.00000634089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015159197,0.00010179508,0.00018513286,0.0003011446,0.00023586047,0.000023702925,0.00020810108,0.00008112361,0.00020191097],"category_scores_gemma":[0.00012371376,0.0000975347,0.000068929476,0.00037338646,0.00011974221,0.00028048214,0.0001136697,0.000058683327,0.00003691565],"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":[0.0010409676,0.0007360663,0.3077483,0.0011043958,0.0006528861,0.00003194329,0.00034050154,0.0013121117,0.0011469842,0.509757,0.010322927,0.16580592],"study_design_scores_gemma":[0.004666155,0.00011340364,0.08010298,0.00031046572,0.00028182255,0.0000017987003,0.004739913,0.0027990283,0.0009614031,0.04094131,0.86456454,0.000517201],"about_ca_topic_score_codex":0.00005233515,"about_ca_topic_score_gemma":0.00015561511,"teacher_disagreement_score":0.8542416,"about_ca_system_score_codex":0.000027179178,"about_ca_system_score_gemma":0.000017369539,"threshold_uncertainty_score":0.39773497},"labels":[],"label_agreement":null},{"id":"W1602594197","doi":"10.1111/j.1467-9930.2008.00267.x","title":"Problematizing Legitimacy and Authority in <i>Law &amp; Policy</i>","year":2008,"lang":"en","type":"article","venue":"Law & Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":9,"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":"Legitimacy; Perspective (graphical); Law; Sociology; Political science; Law and economics; Politics","score_opus":0.04932108181272035,"score_gpt":0.2841669726637896,"score_spread":0.23484589085106924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602594197","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":[0.16766316,0.00018792869,0.00006367845,0.024491772,0.000092919065,0.00036313373,0.0000022762845,0.00019965562,0.8069355],"genre_scores_gemma":[0.98498607,0.00004012547,0.00027057045,0.01166898,0.0014529014,0.000028864719,0.0000061378882,0.000017631688,0.0015287482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990675,0.0000090903995,0.00023550964,0.00021908806,0.00015077455,0.00031804084],"domain_scores_gemma":[0.99963164,0.000018608385,0.000096973396,0.00018098889,0.00005540845,0.000016399681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109267676,0.00015493741,0.00021424898,0.0001331982,0.00042394217,0.00014379199,0.00011549816,0.000041059913,0.000026447358],"category_scores_gemma":[0.000048467828,0.0001473933,0.000042960353,0.0005620193,0.00027778102,0.00076471403,0.00017251352,0.00009720734,0.00015352864],"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":[0.000006278412,0.000027623406,0.006820581,0.00008624467,0.000006415774,0.000003705086,0.00021015623,0.000016038104,0.00007071091,0.9901523,0.0016711593,0.0009287729],"study_design_scores_gemma":[0.0007171509,0.0000043289097,0.053452596,0.0000859897,0.000008263037,0.00001747418,0.000059940725,0.00027141004,0.000021202155,0.16394988,0.78109854,0.00031323984],"about_ca_topic_score_codex":0.02330787,"about_ca_topic_score_gemma":0.0034519807,"teacher_disagreement_score":0.82620245,"about_ca_system_score_codex":0.000036633934,"about_ca_system_score_gemma":0.000026321912,"threshold_uncertainty_score":0.983196},"labels":[],"label_agreement":null},{"id":"W1608564506","doi":"","title":"Trading up: the prospect of greater regulatory convergence in North America","year":2007,"lang":"en","type":"preprint","venue":"Americanae (AECID Library)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Carleton University","keywords":"Convergence (economics); Economics; Natural resource economics; Macroeconomics","score_opus":0.022917105393289314,"score_gpt":0.220338168970306,"score_spread":0.1974210635770167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608564506","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":[0.9759101,0.00052661117,0.00023963477,0.0020316334,0.0009444526,0.00062668975,0.00000967507,0.00016619271,0.019544974],"genre_scores_gemma":[0.9951635,0.00013968558,0.00027132483,0.002453078,0.0006139435,0.000069641166,0.00005609862,0.000058480888,0.001174261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979513,0.000025736901,0.00064869237,0.0005654198,0.00040092753,0.00040791114],"domain_scores_gemma":[0.9983124,0.00005320248,0.0008232066,0.00072469714,0.000066841065,0.000019665442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012412762,0.0003853369,0.00063719135,0.0004202779,0.00012730695,0.00008603937,0.0008134807,0.000079366895,0.0007730993],"category_scores_gemma":[0.000029072185,0.00029693256,0.0002142171,0.0014189318,0.0005826928,0.0007767643,0.0008443255,0.00039771694,0.00006293246],"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":[0.0000484754,0.00003244603,0.9723187,0.00016606414,0.00007627978,0.000012663103,0.0002885413,0.00044783388,0.000007586851,0.0016749549,0.015537125,0.009389338],"study_design_scores_gemma":[0.00019367014,0.000010437848,0.9815687,0.000105653045,0.00003710959,4.674549e-7,0.00048376658,0.00211422,0.000045505218,0.0010695934,0.014009893,0.0003610036],"about_ca_topic_score_codex":0.006756308,"about_ca_topic_score_gemma":0.00013807038,"teacher_disagreement_score":0.01925335,"about_ca_system_score_codex":0.00003443542,"about_ca_system_score_gemma":0.00006573248,"threshold_uncertainty_score":0.99994826},"labels":[],"label_agreement":null},{"id":"W1643045703","doi":"","title":"El papel de la representación sindical en la prevención de los riesgos biológicos","year":2004,"lang":"es","type":"article","venue":"Revista de Administración Sanitaria Siglo XXI","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Canadian College of Osteopathy","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.012695064201558217,"score_gpt":0.30450312523324774,"score_spread":0.29180806103168955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1643045703","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":[0.88224715,0.006076069,0.0056168367,0.0074985665,0.00042026365,0.0017115428,0.00016975327,0.00061798777,0.09564184],"genre_scores_gemma":[0.99317634,0.0008447128,0.0017074335,0.0012746633,0.0020439571,0.00010169957,0.00008057649,0.000124346,0.0006462594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956315,0.00043979683,0.0010456276,0.0009779347,0.0006714455,0.0012336682],"domain_scores_gemma":[0.99728656,0.00071542984,0.0006852706,0.00090010196,0.00021804623,0.00019458172],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020326658,0.0007956666,0.0008727001,0.00027910687,0.0007590509,0.0023666893,0.000920627,0.00061988435,0.0007222887],"category_scores_gemma":[0.0015931461,0.00082968874,0.00049627345,0.00082920486,0.0007205995,0.0008574689,0.00050329557,0.00087862177,0.0006182655],"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":[0.000550719,0.001820601,0.23506156,0.003258289,0.00077743386,0.001518465,0.00097041123,0.00031603922,0.0040188846,0.73028916,0.010317568,0.011100852],"study_design_scores_gemma":[0.002176582,0.00012409523,0.55764866,0.0018371604,0.00073108164,0.00030721625,0.0011856214,0.000386316,0.0002595755,0.027981663,0.40609142,0.0012705955],"about_ca_topic_score_codex":0.00047195822,"about_ca_topic_score_gemma":0.000036451096,"teacher_disagreement_score":0.7023075,"about_ca_system_score_codex":0.0005453913,"about_ca_system_score_gemma":0.0008313748,"threshold_uncertainty_score":0.9994154},"labels":[],"label_agreement":null},{"id":"W1694566178","doi":"","title":"Administrative Styles and Regulatory Reform: Institutional Arrangements and their Effects on Administrative Behavior","year":2004,"lang":"en","type":"article","venue":"International public management review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":38,"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":"Incentive; Institutional logic; State (computer science); Set (abstract data type); Perspective (graphical); Process (computing); Institutional theory; Organizational structure; Political science; Public administration; Business; Sociology; Economics; Microeconomics; Computer science; Law; Social science","score_opus":0.058433362575451855,"score_gpt":0.30655347683426104,"score_spread":0.2481201142588092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1694566178","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":[0.1162256,0.013572717,0.0008527964,0.05764176,0.0011011157,0.003610968,0.00002975571,0.00028119425,0.8066841],"genre_scores_gemma":[0.98702496,0.004526054,0.00018448119,0.006799383,0.00030716704,0.00038740385,0.000087186025,0.000012792007,0.0006705611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987405,0.000013244207,0.00031186102,0.00038594927,0.00037095943,0.00017748092],"domain_scores_gemma":[0.9994002,0.00001882347,0.00022040118,0.00017831226,0.00015480987,0.000027443566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025524382,0.00025038433,0.00024340357,0.00019710287,0.00024562943,0.00029594533,0.00022987775,0.000029475075,0.00011363602],"category_scores_gemma":[0.00004384925,0.0001910413,0.000067249355,0.00019881314,0.00014718296,0.0009289487,0.00024445076,0.000090397756,0.00006405777],"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":[0.00001602629,0.000132763,0.0012684903,0.0010897203,0.0001793899,0.000020220814,0.00001654539,0.0000012279851,0.0000054088873,0.90588015,0.001352759,0.09003731],"study_design_scores_gemma":[0.0018227128,0.00007062593,0.31495586,0.003799006,0.00014330479,0.000015288237,0.00049966003,0.00003753461,0.000030432604,0.015839988,0.66227484,0.0005107455],"about_ca_topic_score_codex":0.0000158461,"about_ca_topic_score_gemma":0.000030154564,"teacher_disagreement_score":0.89004016,"about_ca_system_score_codex":0.00012606732,"about_ca_system_score_gemma":0.000019415862,"threshold_uncertainty_score":0.77904385},"labels":[],"label_agreement":null},{"id":"W1733784755","doi":"10.1017/cbo9780511979286.025","title":"Conclusion","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","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":"University of Toronto; Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.04073556442904279,"score_gpt":0.18858393362699016,"score_spread":0.14784836919794736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1733784755","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":[0.000062160885,0.00008459473,0.00019704147,0.000030600928,0.00038104726,0.0002359983,0.000012616043,0.00020311053,0.9987928],"genre_scores_gemma":[0.0031616958,0.000043501943,0.00002023499,0.00036398123,0.00057209865,4.261453e-7,0.000031927964,0.00003545081,0.9957707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991566,0.0000029515475,0.00013408522,0.00033694934,0.00018818941,0.00018123073],"domain_scores_gemma":[0.99918026,0.0000104807095,0.00025823884,0.00032394085,0.00021100022,0.000016089258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000048167098,0.0002774038,0.00028503028,0.00017973552,0.0003159891,0.000066271954,0.0003462359,0.00016849677,0.000054640033],"category_scores_gemma":[0.0000040962964,0.00030666654,0.00016627679,0.000008349027,0.00016934927,0.00022022698,0.0007541649,0.000185254,0.00026019433],"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":[0.000039308547,0.000003706381,0.0000076541255,0.0000717426,0.000051815638,0.000048295748,0.00000747814,3.9247314e-7,0.000006462149,0.8889208,0.10878245,0.0020599132],"study_design_scores_gemma":[0.00031857734,0.000004620217,0.00015087293,0.00011664846,0.00013798289,0.0000013131424,0.00001698763,0.000048141872,0.000008178719,0.00022472079,0.9986281,0.00034388708],"about_ca_topic_score_codex":0.00019424391,"about_ca_topic_score_gemma":0.000003843756,"teacher_disagreement_score":0.8898456,"about_ca_system_score_codex":0.000052106196,"about_ca_system_score_gemma":0.000017107084,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W176499343","doi":"","title":"Business improvement areas in British Columbia","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Geography; Engineering","score_opus":0.00938037190762534,"score_gpt":0.19284802748452165,"score_spread":0.18346765557689632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176499343","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":[0.8732157,0.0001574297,0.000012117632,0.0001520695,0.0007826417,0.00046679104,0.000010534729,0.00015637206,0.12504634],"genre_scores_gemma":[0.8893734,0.00020985673,0.000021067397,0.0005280628,0.00050541543,0.0000046575324,0.001269204,0.000045409684,0.10804291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985669,0.000008368892,0.00025978844,0.00051903975,0.00030480273,0.00034107908],"domain_scores_gemma":[0.99901897,0.0000104487035,0.00029917108,0.00024695636,0.0004063438,0.000018087907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000074228614,0.00023536388,0.00039257406,0.00044762352,0.0002951672,0.0006666947,0.00040289626,0.00020656335,0.0004735822],"category_scores_gemma":[0.00002754514,0.0004297665,0.00012292927,0.0016416932,0.000036340072,0.00081998145,0.00008031993,0.00022528568,0.000121124525],"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":[0.000088632696,0.00023793874,0.77755564,0.00044454366,0.000071095455,0.00037003888,0.000006893123,0.00006707189,0.0000031924358,0.0004294281,0.13444231,0.08628319],"study_design_scores_gemma":[0.00094235025,0.000009051468,0.61377174,0.00039630022,0.000081982675,2.3596374e-9,0.0108736735,0.00006320025,0.0000030482931,0.0007652871,0.3726054,0.0004879445],"about_ca_topic_score_codex":0.043949783,"about_ca_topic_score_gemma":0.98170376,"teacher_disagreement_score":0.937754,"about_ca_system_score_codex":0.00015379382,"about_ca_system_score_gemma":0.000060779632,"threshold_uncertainty_score":0.9998154},"labels":[],"label_agreement":null},{"id":"W1769034834","doi":"10.1111/rego.12078","title":"When doctors shape policy: The impact of self‐regulation on governing human biotechnology","year":2015,"lang":"en","type":"article","venue":"Regulation & Governance","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":"Université de Montréal; University of Ottawa","funders":"","keywords":"Corporate governance; Intervention (counseling); Field (mathematics); Mode (computer interface); Business; Biotechnology; Economic system; Economics; Biology; Finance; Medicine; Computer science","score_opus":0.03454178373228382,"score_gpt":0.2813156180043203,"score_spread":0.24677383427203647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1769034834","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":[0.9668527,0.00014028008,0.000517091,0.006048821,0.00019714111,0.00035755505,0.0000078431995,0.00026155665,0.02561699],"genre_scores_gemma":[0.99786836,0.000009093697,0.000101759746,0.00021595153,0.0008241288,0.000012959264,0.00002079487,0.000024812869,0.00092216587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985942,0.00001697654,0.00037172137,0.00027429836,0.00049833313,0.00024443804],"domain_scores_gemma":[0.99826854,0.00003192015,0.0010167522,0.00042458202,0.00024285131,0.000015354628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002737212,0.00021469065,0.0002445003,0.00012914996,0.00024478784,0.000102335514,0.00030000036,0.00010265087,0.00016201707],"category_scores_gemma":[0.00018891144,0.00015477136,0.00014117575,0.00063514686,0.00012773658,0.00063739606,0.00012961445,0.00011263972,0.00014816056],"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":[0.00012720368,0.0001517625,0.08107848,0.000054522807,0.00014113341,9.174792e-7,0.00054218655,0.026454762,0.0031797874,0.83332956,0.03802853,0.016911142],"study_design_scores_gemma":[0.0005970872,0.00004307942,0.9120119,0.000060505186,0.000019432691,0.000001241705,0.00007462654,0.029415574,0.0002039089,0.017443562,0.03993795,0.00019112251],"about_ca_topic_score_codex":0.0012213564,"about_ca_topic_score_gemma":0.00006473544,"teacher_disagreement_score":0.83093345,"about_ca_system_score_codex":0.00028933742,"about_ca_system_score_gemma":0.000056063447,"threshold_uncertainty_score":0.6311393},"labels":[],"label_agreement":null},{"id":"W1798739633","doi":"","title":"Voluntary Agreements for Energy Efficiency or GHG Emissions Reduction in Industry: An Assessment of Programs Around the World","year":2005,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":63,"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":"Greenhouse gas; Incentive; Efficient energy use; Business; Government (linguistics); Emissions trading; Variety (cybernetics); Turnover; Natural resource economics; Environmental economics; Economics; Engineering; Market economy","score_opus":0.024225131824165583,"score_gpt":0.2242349940254465,"score_spread":0.20000986220128092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1798739633","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":[0.9898096,0.000014826581,0.0005103845,0.0008675537,0.000060038885,0.0003768791,0.00007998343,0.000056830915,0.008223944],"genre_scores_gemma":[0.98856795,0.000017105036,0.0007879813,0.00005554763,0.000096994074,1.2828522e-7,0.00035905733,0.0000114960185,0.0101037575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989246,0.000017144219,0.00021878997,0.0003095097,0.00029257598,0.00023734228],"domain_scores_gemma":[0.99905926,0.000037079146,0.0004538996,0.00028057644,0.00013182174,0.000037383812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060680668,0.00018002931,0.00030012423,0.00042578712,0.00029775925,0.00005403835,0.00066201616,0.00006216695,0.00020424857],"category_scores_gemma":[0.0000062538265,0.00017779606,0.00014590939,0.0011817302,0.0003503051,0.004275673,0.00041928585,0.00014950782,0.000005410166],"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":[0.00021905125,0.00057752145,0.9577039,0.000076300945,0.00006401477,0.000004631655,0.000035461475,0.0012324237,1.9483178e-7,0.0010135014,0.0022175682,0.03685547],"study_design_scores_gemma":[0.0008417602,0.00008771171,0.9118368,0.000081071914,0.000055872,6.9864774e-7,0.0006024234,0.0039820834,0.0000016020235,0.00009857059,0.08223191,0.00017948382],"about_ca_topic_score_codex":0.00054068887,"about_ca_topic_score_gemma":0.007198555,"teacher_disagreement_score":0.08001434,"about_ca_system_score_codex":0.000047157147,"about_ca_system_score_gemma":0.000102647464,"threshold_uncertainty_score":0.72503126},"labels":[],"label_agreement":null},{"id":"W1806322416","doi":"10.22230/cjc.2005v30n4a1671","title":"Negotiating Electronic Surveillance in the Workplace: A Study of Collective Agreements in Canada","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Negotiation; Business; Electronic surveillance; Collective bargaining; Collective agreement; Political science; Public relations; Internet privacy; Law; Computer science","score_opus":0.012870420926647566,"score_gpt":0.20836404036706446,"score_spread":0.1954936194404169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1806322416","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":[0.99245596,0.0008781932,0.000007930185,0.00090093556,0.000048359256,0.00018446986,4.3707385e-7,7.277247e-7,0.0055229887],"genre_scores_gemma":[0.9997893,0.000010070183,0.0000065982026,0.0001153312,0.000038291113,0.0000058194937,0.0000023608545,0.0000036697174,0.000028579356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992246,0.00007790463,0.00035292882,0.000043777993,0.00015049567,0.00015029458],"domain_scores_gemma":[0.9991857,0.000078112505,0.00038177933,0.0001713713,0.00017686763,0.000006215475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262408,0.000056381246,0.00013424695,0.00021399723,0.000118143136,0.000052160507,0.0003652601,0.000010561613,0.000008380165],"category_scores_gemma":[0.000058217072,0.000047567013,0.000014504827,0.0007000106,0.0000191351,0.00018786296,0.000015882813,0.00015393112,4.355001e-7],"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":[0.000010882195,0.00003148946,0.98585504,0.0000041821586,0.0000090461845,0.0000030619562,0.0005379712,0.010741751,0.0000018733533,0.0010658561,0.0013002427,0.00043862386],"study_design_scores_gemma":[0.0005433617,0.000010945152,0.98449403,0.00003386793,0.0000043132904,0.0000010808956,0.010985498,0.0012724774,4.0883648e-7,0.0009688022,0.0016390404,0.000046147554],"about_ca_topic_score_codex":0.9675197,"about_ca_topic_score_gemma":0.9996519,"teacher_disagreement_score":0.03213222,"about_ca_system_score_codex":0.0005419025,"about_ca_system_score_gemma":0.000998768,"threshold_uncertainty_score":0.19397265},"labels":[],"label_agreement":null},{"id":"W1833730452","doi":"","title":"Comparative Pipeline Politics: Oil Sands Pipeline Controversies in Canada and the United States","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Oil sands; Leverage (statistics); Politics; Corporate governance; Political science; Negotiation; Public administration; Political economy; Economy; Law; Business; Geography; Economics; Finance; Archaeology","score_opus":0.012762623479749564,"score_gpt":0.22732811150511614,"score_spread":0.21456548802536657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833730452","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":[0.9747195,0.006715524,0.00058810733,0.013280831,0.00028347102,0.00008782786,0.0000024270994,0.000013812117,0.00430846],"genre_scores_gemma":[0.99395096,0.0013033302,0.000004163529,0.00264188,0.0007710615,0.0000037025923,0.000011134803,0.000007426037,0.00130631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998331,0.000030578376,0.0002472028,0.00007995812,0.00018492519,0.0011263286],"domain_scores_gemma":[0.99946195,0.00014696294,0.00016913514,0.00006961986,0.00013614922,0.000016164478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007336963,0.00013098278,0.00023720152,0.00011974546,0.00027618973,0.00008789888,0.000117803866,0.000015244653,0.000022017177],"category_scores_gemma":[0.00006972499,0.000084819694,0.000031743155,0.000256685,0.00010158048,0.00029082078,0.000052571148,0.00047322025,0.000006854213],"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":[0.00044731086,0.00007423706,0.24473347,0.000038754486,0.00022539656,0.0000024432597,0.0009823784,0.0013356932,0.0000075337207,0.73233813,0.01465112,0.005163528],"study_design_scores_gemma":[0.018097226,0.000036024587,0.08987579,0.00013961007,0.0002893229,0.00011469347,0.13420054,0.09048387,0.00001715749,0.2109334,0.45485574,0.0009566552],"about_ca_topic_score_codex":0.59523153,"about_ca_topic_score_gemma":0.8851216,"teacher_disagreement_score":0.52140474,"about_ca_system_score_codex":0.00043334352,"about_ca_system_score_gemma":0.00037212527,"threshold_uncertainty_score":0.40746388},"labels":[],"label_agreement":null},{"id":"W1836919055","doi":"10.1108/13590790610707555","title":"Disclosure and sharing of sensitive information","year":2006,"lang":"en","type":"article","venue":"Journal of Financial Crime","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Regulator; Jurisdiction; Business; Information sharing; Enforcement; Scope (computer science); Originality; Law; Law enforcement; Law and economics; Economics; Political science; Computer science","score_opus":0.009974731329875256,"score_gpt":0.20760153470270823,"score_spread":0.19762680337283298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1836919055","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":[0.980648,0.00009181443,0.00082335254,0.00035081437,0.00016993069,0.00003789642,7.560504e-7,0.0000049234814,0.017872555],"genre_scores_gemma":[0.9990406,0.0000045376573,0.00012363002,0.00016208077,0.0006115148,2.1057147e-7,0.0000010372086,0.0000019574893,0.000054413675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99953693,0.00000142389,0.00025982113,0.00002784594,0.00011736603,0.000056624565],"domain_scores_gemma":[0.99930215,0.000006608424,0.00038179135,0.000029851059,0.00027677327,0.0000028488244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012207692,0.00004661386,0.000122026526,0.00010718555,0.000056302237,0.000048435097,0.000039323342,0.00001801381,0.000005816779],"category_scores_gemma":[0.00005351947,0.000037838654,0.000039635255,0.00010265104,0.000026676042,0.0011015434,0.00003480116,0.00004617235,0.0000048492225],"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":[0.00040314064,0.00012624446,0.44111577,0.00052109716,0.000049831306,0.000023026627,0.00060278294,0.000619568,0.0027927656,0.46415558,0.033907793,0.05568239],"study_design_scores_gemma":[0.00028585366,0.000010351243,0.97621226,0.00005777101,0.000019587133,0.0000065799504,0.00009017123,0.00017631761,0.00013814433,0.0077073053,0.015246336,0.000049312344],"about_ca_topic_score_codex":0.000060750146,"about_ca_topic_score_gemma":0.000010123894,"teacher_disagreement_score":0.5350965,"about_ca_system_score_codex":0.000006391351,"about_ca_system_score_gemma":0.000009344673,"threshold_uncertainty_score":0.15430155},"labels":[],"label_agreement":null},{"id":"W1853689173","doi":"10.1139/cjfas-2012-0411","title":"The length of environmental review in Canada under the <i>Fisheries Act</i>","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Expediting; Legislation; Government (linguistics); Legislature; Parliament; Environmental impact assessment; Business; Public economics; Political science; Environmental planning; Environmental protection; Public administration; Economics; Geography; Politics; Law","score_opus":0.019671413321955697,"score_gpt":0.18768556132716924,"score_spread":0.16801414800521353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1853689173","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":[0.89386564,0.01712639,0.000004313981,0.08184267,0.00035721203,0.00016355596,8.489629e-7,9.718137e-7,0.006638395],"genre_scores_gemma":[0.9948328,0.0014963705,0.00001445441,0.0034903316,0.000058172507,0.0000029578457,1.3302662e-7,0.0000022430133,0.0001025218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930143,0.000013186692,0.00026854983,0.00005915427,0.00019612463,0.00016157479],"domain_scores_gemma":[0.9995637,0.00009331581,0.00023078127,0.00006670905,0.00002178804,0.000023715009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034857678,0.00006593864,0.00013421333,0.00003382489,0.0004325967,0.0002072253,0.0002652764,0.0000072247353,0.00019588936],"category_scores_gemma":[0.00007039792,0.000033176497,0.000025019783,0.00020158914,0.00060743483,0.00051778706,0.000019834213,0.00005749663,0.0000018122666],"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":[0.000003644824,0.000006269192,0.7988121,0.00011934206,0.00003528026,0.000005485552,0.00027752476,0.00002582563,0.00001588565,0.003760651,0.09766189,0.09927608],"study_design_scores_gemma":[0.00011210641,0.00001601128,0.8108297,0.00028053139,0.000018062767,0.000008753019,0.016345534,0.00041639496,0.000002888363,0.004198798,0.16767026,0.000100959805],"about_ca_topic_score_codex":0.7025704,"about_ca_topic_score_gemma":0.9594959,"teacher_disagreement_score":0.25692555,"about_ca_system_score_codex":0.0000406002,"about_ca_system_score_gemma":0.00046759512,"threshold_uncertainty_score":0.33272278},"labels":[],"label_agreement":null},{"id":"W1873958906","doi":"10.1111/j.1748-5991.2012.01139.x","title":"The rise of the constitutional regulatory state in Colombia: The case of water governance","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":45,"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; World Health Organization","keywords":"Constitutionalism; Regulatory state; Dialectic; State (computer science); Politics; Corporate governance; Political science; Power (physics); Law and economics; Political economy; Process (computing); Economic system; Public administration; Law; Democracy; Sociology; Economics; Epistemology","score_opus":0.012997347322676262,"score_gpt":0.21563393927576782,"score_spread":0.20263659195309155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1873958906","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":[0.9879333,0.001688758,0.00014117618,0.0035675124,0.000639066,0.00038506306,0.0000128068605,0.0000149113375,0.0056174193],"genre_scores_gemma":[0.9980684,0.000055289067,0.00001438199,0.00014518789,0.0002015729,0.000021731454,0.000001304142,0.0000075980747,0.0014845578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99884886,0.000031469357,0.00040897983,0.00012877585,0.00034091997,0.00024101559],"domain_scores_gemma":[0.99860364,0.000081713755,0.00074318104,0.00038826652,0.00017643426,0.000006788638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058148074,0.00012265633,0.00015681304,0.000014028369,0.00036677386,0.000037213977,0.00026126613,0.0000333912,0.000054185268],"category_scores_gemma":[0.00010585223,0.000059230275,0.00008856149,0.00030566423,0.0008947314,0.00058001676,0.00016927031,0.00009554189,0.000018871637],"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":[0.00009074205,0.00007851464,0.1707736,0.00007572002,0.000037552247,0.0000026165462,0.00030989552,0.0039032327,0.0008178734,0.80666476,0.010177622,0.0070678773],"study_design_scores_gemma":[0.00034916453,0.0000020649684,0.8837324,0.00006380909,0.000014990579,0.0000111071,0.00009181005,0.0017026243,0.00082796696,0.0039563775,0.10915868,0.00008902042],"about_ca_topic_score_codex":0.00035824356,"about_ca_topic_score_gemma":0.0006097825,"teacher_disagreement_score":0.8027084,"about_ca_system_score_codex":0.000064826316,"about_ca_system_score_gemma":0.00002717414,"threshold_uncertainty_score":0.3296675},"labels":[],"label_agreement":null},{"id":"W1883957439","doi":"10.2139/ssrn.2480097","title":"Signaling without Certification: The Critical Role of Civil Society Scrutiny","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":9,"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":"Scrutiny; Certification; Political science; Civil society; Engineering ethics; Public relations; Public administration; Law; Engineering","score_opus":0.017785386465175846,"score_gpt":0.24591532304237967,"score_spread":0.22812993657720382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883957439","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":[0.6470792,0.014443708,0.13028556,0.14760758,0.0011756127,0.0006296664,0.000002978105,0.0002748535,0.058500823],"genre_scores_gemma":[0.9977067,0.00023902705,0.00003697405,0.000339956,0.0010169449,0.0000048731436,3.5978672e-7,0.000011617972,0.00064351154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99864525,0.0000137149955,0.00024273168,0.00012011735,0.00024753355,0.0007306413],"domain_scores_gemma":[0.9993657,0.00006392187,0.00017523713,0.00013462684,0.0002532307,0.000007306004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090200664,0.000095222065,0.00012085705,0.000033361397,0.0004101542,0.00008655734,0.00023607777,0.0000288495,0.00012829521],"category_scores_gemma":[0.00010346847,0.00005036351,0.00013858717,0.00016680121,0.00014865177,0.00039432623,0.00005285248,0.00027865038,0.00005653476],"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":[0.000034778586,0.000042154763,0.018881274,0.000015337804,0.00012224002,1.249234e-7,0.00010551251,0.000015804062,0.0114325145,0.9375663,0.0010443447,0.030739618],"study_design_scores_gemma":[0.0005782047,0.000024243403,0.009826539,0.00010194473,0.00008946967,0.000023991797,0.0050755413,0.00083161355,0.0005042042,0.9431998,0.039537683,0.00020675933],"about_ca_topic_score_codex":0.000014814876,"about_ca_topic_score_gemma":0.00010773318,"teacher_disagreement_score":0.3506275,"about_ca_system_score_codex":0.000089810506,"about_ca_system_score_gemma":0.00015059343,"threshold_uncertainty_score":0.3154616},"labels":[],"label_agreement":null},{"id":"W1899242118","doi":"","title":"Les missions de sécurité routière de la police de Montréal","year":2011,"lang":"fr","type":"article","venue":"Cairn.info","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Political science; Humanities; Sociology; Art","score_opus":0.03502513590557059,"score_gpt":0.2546220710522737,"score_spread":0.2195969351467031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899242118","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":[0.12927642,0.014697917,0.0014843779,0.006461062,0.00048871734,0.00020039402,0.000008048499,0.00020035327,0.8471827],"genre_scores_gemma":[0.90804625,0.0006070938,0.0016640743,0.0014697835,0.0012796727,0.000027781842,0.000005449912,0.00003789693,0.08686203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987617,0.000041006762,0.00025402612,0.0002161085,0.0001522435,0.0005749141],"domain_scores_gemma":[0.999325,0.00006922378,0.00015061941,0.00024554686,0.00014223339,0.0000674282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002903064,0.00023906471,0.00021958338,0.00010675956,0.0005448259,0.00021210698,0.00027321943,0.00018066709,0.0022645756],"category_scores_gemma":[0.00012380106,0.0002437799,0.00015350677,0.00025410732,0.00022689538,0.00053469633,0.0001965988,0.00020122626,0.0005005983],"study_design_candidate":"not_applicable","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":[0.00006159184,0.00023512746,0.34817743,0.00036929772,0.00014353065,0.00004954967,0.011558229,0.00016543023,0.00021608519,0.47705263,0.12287038,0.039100718],"study_design_scores_gemma":[0.00033453022,0.0000081402295,0.3137508,0.00019636686,0.00009799783,0.000018013638,0.0022852817,0.0027371815,0.00007690701,0.0059947046,0.6742539,0.00024620502],"about_ca_topic_score_codex":0.13530663,"about_ca_topic_score_gemma":0.0041373963,"teacher_disagreement_score":0.7787698,"about_ca_system_score_codex":0.00031839777,"about_ca_system_score_gemma":0.00007222957,"threshold_uncertainty_score":0.9986475},"labels":[],"label_agreement":null},{"id":"W1935988236","doi":"","title":"Enforcement of pollution regulation in China","year":2008,"lang":"en","type":"dissertation","venue":"Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"China; Humanities; Political science; Geography; Philosophy; Law","score_opus":0.0053916023767080195,"score_gpt":0.21796312761190198,"score_spread":0.21257152523519396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935988236","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":[0.67306113,0.0001540368,0.0002907791,0.00015788656,0.00015054927,0.0003328771,0.000019894514,0.00008600439,0.3257468],"genre_scores_gemma":[0.9837191,0.000084364954,0.00015503871,0.00011736475,0.0001226182,0.000015834594,0.0014518688,0.000047683097,0.014286136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99820626,0.00003064851,0.00038462394,0.000402251,0.00047423912,0.0005019977],"domain_scores_gemma":[0.99903023,0.00003607894,0.0005047679,0.00025734984,0.00013412924,0.000037434125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020432807,0.00037580775,0.0004247875,0.00087545183,0.00023159278,0.00032199037,0.0003759662,0.0002742059,0.00036858095],"category_scores_gemma":[0.000055929107,0.0004588882,0.00022498413,0.00069951714,0.00011175621,0.0021603403,0.00012981567,0.00024055692,0.00006144144],"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":[0.0029383479,0.0015420258,0.2847876,0.0031264913,0.0012661143,0.00072127354,0.014020988,0.010342643,0.0031069736,0.5503244,0.035691585,0.09213158],"study_design_scores_gemma":[0.001451379,0.000029598223,0.9451794,0.0003685549,0.00009904222,0.000011162197,0.0037312263,0.0035796356,0.00007356269,0.022060955,0.022873225,0.00054226903],"about_ca_topic_score_codex":0.0006017864,"about_ca_topic_score_gemma":0.00012696204,"teacher_disagreement_score":0.6603918,"about_ca_system_score_codex":0.00068649533,"about_ca_system_score_gemma":0.0001298263,"threshold_uncertainty_score":0.99978626},"labels":[],"label_agreement":null},{"id":"W1943334265","doi":"10.1111/j.1748-5991.2012.01134.x","title":"<i>Regulation &amp; Governance</i> announces annual “Best Article” prize winners","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"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":"Corporate governance; Variety (cybernetics); Best practice; Law and economics; Public relations; Space (punctuation); Sociology; Law; Political science; Computer science; Management; Economics","score_opus":0.020963774032368234,"score_gpt":0.23411607162219897,"score_spread":0.21315229758983073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1943334265","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":[0.8705222,0.003201232,0.006485496,0.009358908,0.002876958,0.00088004104,0.000055533827,0.0006047551,0.1060149],"genre_scores_gemma":[0.98515373,0.00008058456,0.0007274038,0.0010300997,0.0030393323,0.000038203285,0.000050475788,0.000038455128,0.009841698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977049,0.00001721891,0.0004905244,0.0003945526,0.00081132265,0.0005814703],"domain_scores_gemma":[0.99818116,0.000039284587,0.0009753952,0.00043150186,0.00033389643,0.00003874582],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034915024,0.0003181539,0.00029853423,0.00004843904,0.00041241074,0.00021238002,0.00024713314,0.0001016568,0.0005053179],"category_scores_gemma":[0.00016327573,0.000308108,0.00012915811,0.00078471395,0.0001575061,0.0046897875,0.000132861,0.00012613076,0.0016682546],"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":[0.0001988556,0.00037519902,0.36340213,0.00017425221,0.00008836082,0.0000011747798,0.0005216835,0.0045194374,0.0044558863,0.43454987,0.15454003,0.037173107],"study_design_scores_gemma":[0.0003614637,0.000004099639,0.5554926,0.000056965207,0.000025163836,0.0000021236747,0.00007188184,0.001181088,0.00007654019,0.0015459637,0.44092223,0.0002599198],"about_ca_topic_score_codex":0.00014433551,"about_ca_topic_score_gemma":0.00013231793,"teacher_disagreement_score":0.4330039,"about_ca_system_score_codex":0.00015122921,"about_ca_system_score_gemma":0.000024108876,"threshold_uncertainty_score":0.9999371},"labels":[],"label_agreement":null},{"id":"W1966738754","doi":"10.2139/ssrn.2204174","title":"Privatization of Building Code Enforcement: A Comparative Study of Regimes in Australia and Canada","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Accountability; Equity (law); Democracy; Code (set theory); Political science; Business; Economics; Law and economics; Law; Computer science; Programming language","score_opus":0.025997309363042263,"score_gpt":0.2654925144378462,"score_spread":0.23949520507480396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966738754","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":[0.9986205,0.000093043,0.00030954147,0.00012812557,0.00003580507,0.0002157364,1.8217055e-7,0.0000025093393,0.0005945313],"genre_scores_gemma":[0.99962676,0.00002908753,0.000018403936,0.000018749826,0.00004728855,0.0000055532355,9.1756465e-7,0.0000035841215,0.0002496411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991198,0.000010600319,0.00027788858,0.000077277175,0.00016721347,0.0003472308],"domain_scores_gemma":[0.99948823,0.00001259886,0.00030242596,0.000052031486,0.00014008996,0.000004640614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022518226,0.000073151925,0.00017046995,0.000109632165,0.00006413779,0.000029544019,0.00008350203,0.000011210358,0.000028252634],"category_scores_gemma":[0.000014939019,0.000062932486,0.000012316237,0.00018197192,0.00002205059,0.000345075,0.000034684625,0.00016307425,5.743953e-7],"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":[0.00004146932,0.00014362186,0.6977924,0.000057643545,0.0001726517,5.3353034e-7,0.0006772712,0.0020368933,0.0005080486,0.29681268,0.000532513,0.0012242453],"study_design_scores_gemma":[0.0036727625,0.00023514492,0.800452,0.0001840242,0.00007826635,0.000008258439,0.07744299,0.0071500563,0.00019620547,0.109110095,0.0011209092,0.00034930315],"about_ca_topic_score_codex":0.39254344,"about_ca_topic_score_gemma":0.62583166,"teacher_disagreement_score":0.23328821,"about_ca_system_score_codex":0.00011553494,"about_ca_system_score_gemma":0.00013948778,"threshold_uncertainty_score":0.6115017},"labels":[],"label_agreement":null},{"id":"W1967878830","doi":"10.7202/1009063ar","title":"Regulating Financial Institutions: The Value of Opacity","year":2012,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Social Sciences and Humanities Research Council","funders":"","keywords":"Transparency (behavior); Enforcement; Politics; Agency (philosophy); Business; Financial institution; Institution; Accounting; Financial regulation; Finance; Law and economics; Economics; Political science; Law; Sociology","score_opus":0.06110960476555873,"score_gpt":0.26779935175043434,"score_spread":0.2066897469848756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967878830","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":[0.20645298,0.0004500534,0.0011423739,0.0024604534,0.0019479321,0.00016997874,0.0000036897272,0.00005037631,0.78732216],"genre_scores_gemma":[0.99727315,0.0000065950926,0.00029186244,0.0007232513,0.0016433011,0.000002707605,7.1443895e-7,0.000005304799,0.000053122127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993047,0.000012749913,0.00023714325,0.000054820888,0.00020095341,0.00018960767],"domain_scores_gemma":[0.9994833,0.00002027974,0.00024598785,0.000102699734,0.00013765077,0.000010071797],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047651428,0.00007801974,0.00011281137,0.00004075801,0.00272816,0.000059121096,0.00014100378,0.000023532531,0.000060674676],"category_scores_gemma":[0.00012598532,0.00005044441,0.00008197549,0.00019030768,0.00012425349,0.0009278646,0.00008626891,0.00013021282,0.00003737321],"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":[0.000008043707,0.000028421275,0.0057042064,0.000013708288,0.000011124691,3.6444322e-7,0.000019956013,0.00028578704,0.000039842504,0.989693,0.00065192854,0.0035436573],"study_design_scores_gemma":[0.0002794145,0.0000040094897,0.119510114,0.000059414728,0.00003217147,0.000023786692,0.00016736229,0.00036344814,0.00014021972,0.009529171,0.86978656,0.000104331026],"about_ca_topic_score_codex":0.0001594712,"about_ca_topic_score_gemma":0.00016042052,"teacher_disagreement_score":0.9801638,"about_ca_system_score_codex":0.000019494342,"about_ca_system_score_gemma":0.0000038091105,"threshold_uncertainty_score":0.99857014},"labels":[],"label_agreement":null},{"id":"W1971615649","doi":"10.1016/j.cpa.2010.10.003","title":"Governance prescriptions under trial: On the interplay between the logics of resistance and compliance in audit committees","year":2010,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":99,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; École Nationale d'Administration Publique","funders":"","keywords":"Audit; Audit committee; Context (archaeology); Corporate governance; Compliance (psychology); Resistance (ecology); Accounting; Public relations; Medical prescription; Joint audit; Internal audit; Chief audit executive; Business; Political science; Psychology; Medicine; Social psychology; Finance; Nursing","score_opus":0.051443672736820906,"score_gpt":0.32545814963526604,"score_spread":0.27401447689844516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971615649","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":[0.88674736,0.00032226663,0.00037224186,0.05641068,0.0004503598,0.0005177116,0.000009818415,0.000055805245,0.055113755],"genre_scores_gemma":[0.99743146,0.000017599295,0.00006637311,0.0015792623,0.0006572623,0.000033253196,8.053626e-7,0.000013721148,0.00020028226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99888754,0.000029317302,0.0002836349,0.00030094569,0.00027103742,0.00022753738],"domain_scores_gemma":[0.9981519,0.0011604684,0.00015698158,0.0003248313,0.00019835387,0.000007490627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005067346,0.00016001204,0.00022347845,0.00005430773,0.00044035385,0.00033194193,0.0003533101,0.000050639985,0.000055713495],"category_scores_gemma":[0.0018402861,0.000099227356,0.000062044106,0.00030191086,0.0007894246,0.000489065,0.00014637092,0.00048433864,0.00002318696],"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":[0.00031625197,0.00009143161,0.007995004,0.00004305914,0.000014282454,5.985552e-7,0.00026211905,0.000009291909,0.0001300243,0.98909485,0.0016777586,0.00036534536],"study_design_scores_gemma":[0.0022938496,0.000032775406,0.8885783,0.00041963425,0.00003387833,3.920009e-7,0.013256448,0.00075496867,0.000033906454,0.08374617,0.010578465,0.0002712185],"about_ca_topic_score_codex":0.00004943342,"about_ca_topic_score_gemma":0.00033084946,"teacher_disagreement_score":0.90534866,"about_ca_system_score_codex":0.000029169865,"about_ca_system_score_gemma":0.00000905278,"threshold_uncertainty_score":0.40463743},"labels":[],"label_agreement":null},{"id":"W1971884988","doi":"10.1007/s10551-011-1149-6","title":"When One Size Does Not Fit All: A Problem of Fit Rather than Failure for Voluntary Management Standards","year":2012,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":82,"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":"Business ethics; Quality of Life Research; Turnover; Business; Econometrics; Economics; Management; Medicine; Public health","score_opus":0.09529545687074814,"score_gpt":0.3049335645856172,"score_spread":0.20963810771486907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971884988","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":[0.44005612,0.0037326345,0.093762815,0.4313561,0.006664365,0.00423734,0.00019687395,0.000271716,0.019722017],"genre_scores_gemma":[0.97752196,0.00018491257,0.016096191,0.0026265124,0.0020906997,0.000021036345,0.000004456857,0.000045139182,0.0014091167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793196,0.000020675043,0.0006595778,0.00013701321,0.00093773776,0.00031304982],"domain_scores_gemma":[0.99605113,0.0001947787,0.0009915618,0.0001903965,0.0025486378,0.000023518991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019616762,0.0002126583,0.00046075264,0.00019236241,0.00018073214,0.00013678765,0.0003023767,0.00012801275,0.00020913284],"category_scores_gemma":[0.00028485217,0.00014602953,0.00018538025,0.0002871796,0.00010446354,0.001276138,0.00016696096,0.0003178786,0.0000048692773],"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":[0.00821487,0.005562691,0.16513443,0.046126828,0.008870144,0.00006718337,0.015236767,0.0057200254,0.008456069,0.3379127,0.3250454,0.07365286],"study_design_scores_gemma":[0.002751015,0.000043100506,0.15986106,0.0012125442,0.00067635986,0.000007617529,0.0020183912,0.00022971525,0.00026135228,0.01843158,0.81405294,0.00045430523],"about_ca_topic_score_codex":0.000042163014,"about_ca_topic_score_gemma":0.00010191257,"teacher_disagreement_score":0.5374658,"about_ca_system_score_codex":0.0000565612,"about_ca_system_score_gemma":0.000061382925,"threshold_uncertainty_score":0.5954912},"labels":[],"label_agreement":null},{"id":"W1972983613","doi":"10.1007/s11127-013-0145-z","title":"The impact of consumer advocates on regulatory policy in the electric utility sector","year":2013,"lang":"en","type":"article","venue":"Public Choice","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":20,"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":"Commission; Legislature; Public economics; Regulatory agency; Agency (philosophy); Equity (law); Public finance; Economics; Electric utility; Business; Accounting; Finance; Political science; Macroeconomics","score_opus":0.036212573382078,"score_gpt":0.28082938754486647,"score_spread":0.24461681416278847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972983613","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":[0.9422094,0.000343183,0.00000292121,0.009696048,0.000062113126,0.00032242376,5.9081316e-7,0.000033214896,0.0473301],"genre_scores_gemma":[0.99832845,0.000020556823,0.0000010536224,0.0009726616,0.00039606926,0.000057263023,0.0000026036723,0.000007396742,0.0002139606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915737,0.000029756406,0.00019744252,0.00013771937,0.00021469919,0.00026299644],"domain_scores_gemma":[0.99905616,0.00026887518,0.00014976317,0.0003517498,0.0001655979,0.000007831954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003926879,0.00011248418,0.000121501755,0.00016375932,0.0002116348,0.00027651055,0.00034282036,0.000026701045,0.00016913585],"category_scores_gemma":[0.00059115305,0.00005630601,0.000085648295,0.0010269217,0.000090084985,0.00045892035,0.000058444402,0.000105203806,0.00013001988],"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":[0.000022262988,0.00020105274,0.7736633,0.000047129244,0.000082009276,1.9459956e-7,0.00013678562,0.000024193414,0.00021507926,0.036978204,0.1351563,0.05347353],"study_design_scores_gemma":[0.00017436178,0.000006162851,0.9413312,0.0000055250207,0.0000032650798,2.2776113e-7,0.00009654062,0.0014419775,0.0000053210865,0.0033065362,0.05356665,0.00006225403],"about_ca_topic_score_codex":0.0053305808,"about_ca_topic_score_gemma":0.0002629893,"teacher_disagreement_score":0.16766793,"about_ca_system_score_codex":0.000039001494,"about_ca_system_score_gemma":0.000047973008,"threshold_uncertainty_score":0.8058279},"labels":[],"label_agreement":null},{"id":"W1974427809","doi":"10.1177/0964663913513218","title":"<i>Caveat Emptor</i> Under Prudentialism","year":2013,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Ottawa","funders":"Industry Canada","keywords":"Caveat emptor; Context (archaeology); Business; Duty; Politics; Consumption (sociology); Disadvantage; Doctrine; Service (business); Law and economics; Law; Marketing; Economics; Political science; Sociology","score_opus":0.04236137167316315,"score_gpt":0.28925895578046157,"score_spread":0.24689758410729842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974427809","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":[0.5729064,0.003514145,0.00016200866,0.052901283,0.0031369089,0.0008644407,0.0000020017687,0.00069981103,0.36581305],"genre_scores_gemma":[0.9834292,0.000046202455,0.000022883876,0.005518162,0.0037746802,0.000095898664,0.000004174928,0.000019946287,0.007088849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896425,0.000008594713,0.00021440917,0.00022476571,0.00028816602,0.00029979352],"domain_scores_gemma":[0.9994233,0.000018826498,0.000122754,0.00009350981,0.00033423566,0.0000073612773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084427906,0.00018600754,0.00027370008,0.000061873616,0.0009788995,0.0004043534,0.0001557646,0.00004401415,0.0002980004],"category_scores_gemma":[0.0000333571,0.00015699056,0.000128024,0.00027908233,0.00020810663,0.0010179636,0.00028304645,0.00008880676,0.0015682377],"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":[0.000009779339,0.000061736086,0.0065116077,0.00009783329,0.00038627337,0.0000026514988,0.00084351306,0.000009994087,0.00021303675,0.26620713,0.7191877,0.0064687687],"study_design_scores_gemma":[0.0005876408,0.0000070785386,0.21829784,0.000029227986,0.00009259388,5.173428e-7,0.010348758,0.000034419965,0.00002143513,0.049814153,0.7203197,0.00044666286],"about_ca_topic_score_codex":0.00071939925,"about_ca_topic_score_gemma":0.0001807111,"teacher_disagreement_score":0.41052285,"about_ca_system_score_codex":0.000042533607,"about_ca_system_score_gemma":0.0000072667262,"threshold_uncertainty_score":0.99920917},"labels":[],"label_agreement":null},{"id":"W1974525186","doi":"10.1111/0008-4085.00018","title":"Setting standards for credible compliance and law enforcement","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Center for Interuniversity Research and Analysis on Organizations; Polytechnique Montréal","funders":"","keywords":"Compliance (psychology); Enforcement; Law; Law enforcement; Political science; Law and economics; Business; Economics; Psychology; Social psychology","score_opus":0.1363150709252268,"score_gpt":0.21145793998741885,"score_spread":0.07514286906219206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974525186","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":[0.9604218,0.00029910207,0.00010754692,0.0024325382,0.0005945281,0.00028016476,0.000098866614,0.000008613573,0.03575684],"genre_scores_gemma":[0.9943601,0.00004515925,0.0004999696,0.0029544088,0.0012972599,0.00001677448,0.000011778087,0.000029771403,0.00078477093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987646,0.000005293889,0.00052708224,0.00021707085,0.0000040184646,0.00048198775],"domain_scores_gemma":[0.99894804,0.000044207965,0.00034975735,0.00016004792,0.00029869095,0.00019922934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052789843,0.00018677591,0.00036961166,0.00023470038,0.00040830104,0.0003349053,0.00023537398,0.00005912422,0.000792447],"category_scores_gemma":[0.000052027146,0.00021509359,0.00011289466,0.000071611015,0.00014412694,0.0008064792,0.00001413213,0.00010733845,0.000013380781],"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":[0.000069335365,0.000003770709,0.0021879696,0.0001157215,0.000072898016,0.000010071882,0.00016212776,0.0036100238,0.0000024512553,0.9682953,0.0034904073,0.021979956],"study_design_scores_gemma":[0.00087445596,0.00007041327,0.0009867231,0.00014713532,0.000037621303,0.00004494434,0.00034081016,0.007579724,0.000009391514,0.17241105,0.8172044,0.00029333035],"about_ca_topic_score_codex":0.06821102,"about_ca_topic_score_gemma":0.87688786,"teacher_disagreement_score":0.81371397,"about_ca_system_score_codex":0.00052520406,"about_ca_system_score_gemma":0.00040940166,"threshold_uncertainty_score":0.9379938},"labels":[],"label_agreement":null},{"id":"W1974801148","doi":"10.2139/ssrn.2723878","title":"Introduction: Diversity in Policing: Multi-Agency Frameworks and Strategies in South Africa","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Université de Montréal; University of Toronto","funders":"","keywords":"Diversity (politics); Agency (philosophy); Political science; Geography; Public administration; Sociology; Social science; Law","score_opus":0.020933672397046226,"score_gpt":0.23608655589754154,"score_spread":0.21515288350049533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974801148","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":[0.9852917,0.0012484107,0.0072873216,0.0041833315,0.0001900665,0.00009545273,1.2936057e-7,0.000028325849,0.0016752216],"genre_scores_gemma":[0.9984826,0.00027770732,0.00008197479,0.00010671773,0.0008723737,0.0000016835811,5.592352e-7,0.0000065695954,0.00016984034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877924,0.000008094477,0.0001691572,0.0001564384,0.00012392896,0.0007631654],"domain_scores_gemma":[0.99977195,0.0000045938377,0.00010082089,0.00006831041,0.00004665921,0.000007674394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004052259,0.000105793355,0.00013209904,0.00024858591,0.00028537764,0.0001388192,0.000112687245,0.000063159656,0.000017686129],"category_scores_gemma":[0.000030216575,0.00009778704,0.00003103668,0.00038895346,0.00004513956,0.00073597097,0.00012850607,0.0010361198,0.000015820746],"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":[0.00007334497,0.00014074662,0.24791272,0.000028676252,0.000050396473,0.00000958525,0.005731303,0.0057363464,0.00004290803,0.73492473,0.000064139866,0.005285119],"study_design_scores_gemma":[0.0014796829,0.000021516471,0.42944738,0.000038935177,0.000014160995,0.000013752765,0.019323252,0.0002941733,0.000001218526,0.5484286,0.0007471315,0.00019018578],"about_ca_topic_score_codex":0.0004086188,"about_ca_topic_score_gemma":0.0037687481,"teacher_disagreement_score":0.18649611,"about_ca_system_score_codex":0.00024920772,"about_ca_system_score_gemma":0.00013097688,"threshold_uncertainty_score":0.45014822},"labels":[],"label_agreement":null},{"id":"W1976127687","doi":"10.1007/s11149-009-9101-8","title":"The geographic distribution of environmental inspections","year":2009,"lang":"en","type":"article","venue":"Journal of Regulatory Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Audit; Enforcement; Compliance (psychology); Point (geometry); Stochastic game; Public finance; Distribution (mathematics); Facility location problem; Business; Econometrics; Operations research; Economics; Microeconomics; Engineering; Accounting; Mathematics; Political science","score_opus":0.007957732266291229,"score_gpt":0.18333440281952235,"score_spread":0.1753766705532311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976127687","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":[0.99640834,0.0003969501,0.000086144915,0.001179363,0.00032977035,0.000039836992,0.0000020847679,0.0000057457078,0.0015517867],"genre_scores_gemma":[0.99906886,0.0002645999,0.000016816319,0.00012643855,0.00045513888,3.4580836e-7,0.0000017606226,0.000003321902,0.00006269461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994691,0.0000035787953,0.00033248932,0.00005039923,0.00006450748,0.00007993923],"domain_scores_gemma":[0.99926096,0.000013835483,0.00057211815,0.00010490192,0.000041226544,0.000006979041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020069022,0.00006138034,0.00012142153,0.00006458038,0.00020376373,0.00005465057,0.00012259415,0.000021646212,0.000015006602],"category_scores_gemma":[0.000010672766,0.00004600557,0.00012812632,0.00006386427,0.00009916476,0.00041546352,0.000019438945,0.00006157639,0.000006444163],"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":[0.0003130426,0.00043921676,0.24616243,0.00003312582,0.00038969083,0.00000367588,0.00008915088,0.007451319,0.0012796306,0.5656665,0.016382394,0.16178985],"study_design_scores_gemma":[0.00021460037,0.000017662307,0.88838035,0.000008470485,0.00002298871,0.0000059882386,0.00016768053,0.0004275678,0.00003385023,0.013428692,0.09724079,0.000051385327],"about_ca_topic_score_codex":0.000001309636,"about_ca_topic_score_gemma":0.000003414433,"teacher_disagreement_score":0.6422179,"about_ca_system_score_codex":0.0000398933,"about_ca_system_score_gemma":0.00000907455,"threshold_uncertainty_score":0.18760526},"labels":[],"label_agreement":null},{"id":"W1977647903","doi":"10.1080/13563460601068875","title":"The International Accounting Standards Board","year":2007,"lang":"en","type":"article","venue":"New Political Economy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":27,"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":"Accounting; Financial accounting; Accounting standard; Fund accounting; Constitution; Balance sheet; Political science; National accounts; Financial statement; Accounting information system; Economics; Law; Audit","score_opus":0.01833467848010511,"score_gpt":0.27082677405377775,"score_spread":0.25249209557367264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977647903","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":[0.0064610373,0.000031969175,0.0021427516,0.026987374,0.00070429815,0.000067512534,0.0000010798509,0.000068709785,0.96353525],"genre_scores_gemma":[0.98121136,9.807543e-7,0.00010497523,0.011962144,0.004532352,0.0000033949987,0.0000031624604,0.000009743349,0.0021719106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991033,0.0000012644831,0.00021760748,0.000136068,0.00016736989,0.00037435687],"domain_scores_gemma":[0.99953383,0.0000882195,0.00006602681,0.000120829725,0.00016756306,0.000023519156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042033455,0.00008600023,0.00008509485,0.000052465406,0.00026734424,0.00051359396,0.000237703,0.000025872665,0.00034568866],"category_scores_gemma":[0.0000855747,0.00006461547,0.000059134556,0.00007073297,0.00008118683,0.0004640782,0.00013616946,0.0000750832,0.0003095935],"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":[0.000011936578,0.000004949564,0.00831796,0.00000394367,0.00001526257,8.7887145e-7,0.0000041828325,0.000001147266,0.0000019368726,0.9389816,0.041549344,0.011106843],"study_design_scores_gemma":[0.0002049419,0.0000013743614,0.02108573,0.0000054454677,0.0000052439764,5.8280204e-7,0.00023059903,0.00032518178,0.00001537261,0.07758669,0.90046185,0.00007695776],"about_ca_topic_score_codex":0.00013675749,"about_ca_topic_score_gemma":0.00012584143,"teacher_disagreement_score":0.9747503,"about_ca_system_score_codex":0.000096159165,"about_ca_system_score_gemma":0.000042997985,"threshold_uncertainty_score":0.49525982},"labels":[],"label_agreement":null},{"id":"W1979610604","doi":"10.1108/maj-09-2013-0931","title":"The regulation of statutory auditing: an institutional theory approach","year":2014,"lang":"en","type":"article","venue":"Managerial Auditing Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":55,"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":"Statutory law; Audit; Legislation; Accounting; Business; Legitimacy; Sarbanes–Oxley Act; Political science; Law; Politics","score_opus":0.018096410638773208,"score_gpt":0.21970473828720916,"score_spread":0.20160832764843595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979610604","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":[0.41664836,0.00018786,0.1979804,0.0019183193,0.004597882,0.00040300377,0.000002887848,0.00023989791,0.37802136],"genre_scores_gemma":[0.99118406,0.000008104508,0.0009666267,0.00029007212,0.006895729,0.0000069617195,0.0000144333135,0.000016433836,0.000617568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863595,0.00008592717,0.000442557,0.00017447298,0.00040928173,0.00025178707],"domain_scores_gemma":[0.99859756,0.00011112352,0.0008137913,0.00019332404,0.0002670263,0.000017150513],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002222996,0.00014321506,0.00017945022,0.00013794232,0.0016731697,0.0005089488,0.00030963012,0.00003877515,0.000092384566],"category_scores_gemma":[0.0005126641,0.00010316224,0.00009817038,0.00022685892,0.00025964325,0.00096066337,0.00011813193,0.00017706877,0.00002852039],"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":[0.00012470753,0.00005206744,0.0010417502,0.00006297111,0.000056305515,0.0000010818143,0.00009025863,0.005362027,0.0005562253,0.9019359,0.0039794873,0.08673725],"study_design_scores_gemma":[0.0015097251,0.000042805834,0.27950966,0.0001414428,0.000102955484,0.000036096964,0.0019142898,0.050790038,0.000054120905,0.30106106,0.36436328,0.0004745262],"about_ca_topic_score_codex":0.000009588871,"about_ca_topic_score_gemma":0.0000051170077,"teacher_disagreement_score":0.60087484,"about_ca_system_score_codex":0.000033545697,"about_ca_system_score_gemma":0.000026025611,"threshold_uncertainty_score":0.9996265},"labels":[],"label_agreement":null},{"id":"W1981704409","doi":"10.2202/1469-3569.1138","title":"Private Authority, Technical Authority, and the Globalization of Accounting Standards","year":2005,"lang":"en","type":"article","venue":"Business and Politics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":108,"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":"Public authority; Globalization; Regulatory authority; Power (physics); Process (computing); Primary authority; Set (abstract data type); Political authority; Accounting; Public administration; Business; Political science; Law and economics; Economics; Law; Politics","score_opus":0.018015283092562347,"score_gpt":0.2727688050693316,"score_spread":0.25475352197676926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981704409","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":[0.89793336,0.0019521314,0.012376269,0.029245079,0.00050272135,0.00062215416,0.00003479096,0.00020923359,0.057124272],"genre_scores_gemma":[0.9978927,0.00012681833,0.00035995722,0.0005840271,0.00091317657,0.0000056322438,0.0000061653545,0.00000970616,0.00010183498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991517,0.000009385173,0.0002561473,0.00014163103,0.0002626653,0.00017844728],"domain_scores_gemma":[0.9992334,0.00003779557,0.00011989773,0.00013198575,0.00046739652,0.000009496927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044780844,0.00011901714,0.00020950296,0.00006591102,0.00031194955,0.00021988672,0.000101914484,0.000052611813,0.000014951892],"category_scores_gemma":[0.00021838617,0.00008336978,0.000027325315,0.00033242098,0.00032891013,0.000398116,0.00026591108,0.000058985934,0.000002344799],"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":[0.000019290046,0.000017056072,0.0252431,0.00017037478,0.000009867531,2.5015694e-7,0.000031023854,0.000027383257,0.000018369905,0.96895576,0.0009424872,0.004565048],"study_design_scores_gemma":[0.0013815179,0.0000037979344,0.60570884,0.000116461284,0.00009913904,0.000007121361,0.00011155695,0.0062400238,0.00001632068,0.06396413,0.32212833,0.00022276137],"about_ca_topic_score_codex":0.00020645207,"about_ca_topic_score_gemma":0.000043259028,"teacher_disagreement_score":0.9049916,"about_ca_system_score_codex":0.00001802404,"about_ca_system_score_gemma":0.000019983216,"threshold_uncertainty_score":0.33997208},"labels":[],"label_agreement":null},{"id":"W1984304695","doi":"10.1111/j.1754-7121.2004.tb01181.x","title":"Measuring the impact of value‐for‐money audits: a model for surveying audited managers","year":2004,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":35,"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":"Audit; Value for money; Accounting; Value (mathematics); Political science; Public relations; Business; Management; Economics","score_opus":0.09055804297002475,"score_gpt":0.282445360048725,"score_spread":0.19188731707870027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984304695","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":[0.52575105,0.00019452612,0.36890647,0.07949776,0.0008082088,0.004355761,0.0002726702,0.00025042726,0.019963125],"genre_scores_gemma":[0.99845016,0.0000016760387,0.00037693817,0.00040539898,0.0002855079,0.00011921509,0.00014840085,0.000019030645,0.00019368957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910384,0.0000059949443,0.00025113186,0.00018856862,0.00013670375,0.0003137301],"domain_scores_gemma":[0.99911505,0.000035670793,0.00021746001,0.00019003294,0.00040013145,0.000041653297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043539185,0.00013556817,0.00014691308,0.00023760057,0.0004943514,0.0002854458,0.00019480944,0.000048526672,0.000010648666],"category_scores_gemma":[0.0003399587,0.0001102345,0.00014399565,0.00038178408,0.000058184414,0.00070014555,0.000014864704,0.00004604248,0.0000050352432],"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":[0.0001011902,0.00006939173,0.0066657364,0.00026005378,0.00028472638,0.0000017247633,0.00020658055,0.049836375,0.00019661289,0.9175544,0.018114537,0.0067087],"study_design_scores_gemma":[0.0023415773,0.00008881536,0.08019451,0.00010419787,0.000113667986,0.000003285109,0.0008298118,0.8409493,0.000055331813,0.051302437,0.023357565,0.00065951113],"about_ca_topic_score_codex":0.0042395703,"about_ca_topic_score_gemma":0.09013087,"teacher_disagreement_score":0.86625195,"about_ca_system_score_codex":0.0002359751,"about_ca_system_score_gemma":0.0007002729,"threshold_uncertainty_score":0.9264719},"labels":[],"label_agreement":null},{"id":"W1984357323","doi":"10.1111/j.1465-7287.2006.00030.x","title":"STRATEGIC BEHAVIORS TOWARD ENVIRONMENTAL REGULATION: A CASE OF TRUCKING INDUSTRY","year":2007,"lang":"en","type":"article","venue":"Contemporary Economic Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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":"Truck; Trucking industry; Heavy duty; Anticipation (artificial intelligence); Business; Production (economics); Agency (philosophy); Transport engineering; Economics; Engineering; Microeconomics; Automotive engineering; Computer science","score_opus":0.06957116009468112,"score_gpt":0.2848330300196124,"score_spread":0.2152618699249313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984357323","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":[0.89300126,0.00012770166,0.000032084292,0.00050775305,0.00015638254,0.00015568588,0.000007173471,0.000044976267,0.105966985],"genre_scores_gemma":[0.99772143,0.0000026106795,0.000026668697,0.0004791728,0.0011476089,0.0000059381664,0.000021110623,0.00001790774,0.0005775461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906975,0.0000052184737,0.0004561351,0.00021379572,0.000056694855,0.00019838892],"domain_scores_gemma":[0.99939305,0.000017850089,0.00035627405,0.00020058875,0.000011501708,0.000020734415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023076334,0.00015350938,0.0002196634,0.00027901406,0.0001173381,0.00006244432,0.00012503217,0.00010591542,0.00032097957],"category_scores_gemma":[0.000005497131,0.00016501,0.0000867536,0.000109591914,0.00012161909,0.00070919615,0.00009122266,0.0001148325,0.000099453144],"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":[0.00021999284,0.00023210337,0.5924777,0.00019177057,0.00018595546,0.00045144482,0.0008279318,0.0003918658,0.0018390279,0.37399468,0.006608587,0.022578957],"study_design_scores_gemma":[0.004172535,0.00006696253,0.86702174,0.00013553594,0.00009237189,0.00038990853,0.015964659,0.0039642407,0.0010412501,0.03755982,0.06816442,0.001426554],"about_ca_topic_score_codex":0.0012695685,"about_ca_topic_score_gemma":0.00006652295,"teacher_disagreement_score":0.33643487,"about_ca_system_score_codex":0.0001015355,"about_ca_system_score_gemma":0.00006094089,"threshold_uncertainty_score":0.67289126},"labels":[],"label_agreement":null},{"id":"W1984665445","doi":"10.1093/jeclap/lpv010","title":"Attaching Criminal Liability to Organizations for Anti-Competitive Offences: What Can Be Learnt From the Canadian Experience","year":2015,"lang":"en","type":"article","venue":"Journal of European Competition Law & Practice","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Criminal liability; Liability; Enforcement; Order (exchange); Competition (biology); Criminal law; Business; Law enforcement; Law; Law and economics; Political science; Criminology; Economics; Sociology; Finance","score_opus":0.0732073470592052,"score_gpt":0.30516220711316505,"score_spread":0.23195486005395985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984665445","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":[0.4256452,0.0005883857,0.01707534,0.28893697,0.0052876472,0.0012132246,0.000048208978,0.00011859697,0.26108643],"genre_scores_gemma":[0.97039914,0.000022413727,0.0017541111,0.025949154,0.0017694349,0.0000037461607,0.000017881315,0.000021355741,0.000062750965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865246,0.00016459044,0.00041589927,0.00018518651,0.00038661945,0.0001952705],"domain_scores_gemma":[0.9964116,0.00037571663,0.00055873004,0.00019850874,0.0023746204,0.00008081903],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012543682,0.00013658102,0.0001811362,0.00007648828,0.0008519891,0.0013780319,0.00038195576,0.000018810248,0.000099874465],"category_scores_gemma":[0.002497305,0.000105270956,0.00006389914,0.0003641663,0.00012341839,0.0032176215,0.000098080156,0.00019937799,0.00007358027],"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":[0.00029780003,0.00027655638,0.007921087,0.000044654866,0.00015595602,0.00007779687,0.016859302,0.0050646113,0.00031098953,0.95598876,0.011394367,0.0016081065],"study_design_scores_gemma":[0.0003988045,0.00004852189,0.02376047,0.0001557824,0.00011016397,0.000021487278,0.049035504,0.00020867448,0.000022467962,0.000579461,0.9254927,0.00016598722],"about_ca_topic_score_codex":0.016906932,"about_ca_topic_score_gemma":0.050044306,"teacher_disagreement_score":0.9554093,"about_ca_system_score_codex":0.00013624254,"about_ca_system_score_gemma":0.00017467175,"threshold_uncertainty_score":0.99965864},"labels":[],"label_agreement":null},{"id":"W1987224593","doi":"10.2139/ssrn.791006","title":"Strategic Activism and Nonmarket Strategy","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Nonmarket forces; Political science; Business; Economics; Market economy; Factor market","score_opus":0.019968886497114875,"score_gpt":0.23640173972636808,"score_spread":0.2164328532292532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987224593","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":[0.8721518,0.0023892254,0.0007441487,0.003583515,0.00012778598,0.00009842126,2.2488841e-7,0.000063071915,0.12084183],"genre_scores_gemma":[0.9944491,0.000861149,0.000022431312,0.00036566498,0.0015274233,0.000002486484,0.0000011130463,0.000012848269,0.002757817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986156,0.000007417315,0.00015558067,0.00013635402,0.00014922809,0.0009357718],"domain_scores_gemma":[0.99971455,0.000009674845,0.00012810333,0.00007297128,0.00006410156,0.000010606897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048508006,0.00012312773,0.000121099256,0.000099482044,0.00028988972,0.0002807683,0.00011165715,0.000031231455,0.00010999511],"category_scores_gemma":[0.0000073733386,0.00010279536,0.000044659562,0.00013698106,0.00003760361,0.00083967997,0.000037563987,0.0005172605,0.00009569454],"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":[0.00004714691,0.000044349334,0.0033801887,0.000012084731,0.00009490507,0.0000017495545,0.000015293997,0.00014544463,0.0001658048,0.8668997,0.0005287213,0.12866461],"study_design_scores_gemma":[0.0014254214,0.00006342797,0.033334453,0.000029423796,0.00006578713,0.00017447113,0.003961674,0.005434547,0.0000109835055,0.90200263,0.053054657,0.000442542],"about_ca_topic_score_codex":0.000025432711,"about_ca_topic_score_gemma":0.00055338437,"teacher_disagreement_score":0.12822206,"about_ca_system_score_codex":0.00008970598,"about_ca_system_score_gemma":0.00014420037,"threshold_uncertainty_score":0.41918734},"labels":[],"label_agreement":null},{"id":"W1990098664","doi":"10.1353/cpp.2011.0032","title":"Court Decisions, NIMBY Claims, and the Siting of Unwanted Facilities: Policy Frames and the Impact of Judicialization in Locating a Landfill for Toronto’s Solid Waste","year":2011,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Political science; Humanities; NIMBY; Law; Philosophy; Engineering; Civil engineering","score_opus":0.038963645052091295,"score_gpt":0.28449133375480196,"score_spread":0.24552768870271066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990098664","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":[0.93092054,0.0016663793,0.00079123554,0.015199907,0.00008299846,0.0013317654,0.00012744777,0.0000303047,0.049849443],"genre_scores_gemma":[0.99868095,0.00010149005,0.000029696293,0.00075744576,0.00028764247,0.00003350089,0.000011529218,0.000010453905,0.00008730837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991199,0.000029761526,0.00033764017,0.00012703273,0.00009644768,0.00028924565],"domain_scores_gemma":[0.99912316,0.00019899628,0.00024760538,0.00016332252,0.00023193065,0.00003499411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056471257,0.00011883985,0.00028131853,0.00032525382,0.00028355856,0.00010180727,0.00015933703,0.000045563025,0.00002423757],"category_scores_gemma":[0.001779184,0.00007267874,0.00006451312,0.0004133784,0.00039893916,0.00038879295,0.00006608842,0.000047021327,4.76995e-7],"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":[0.00017911573,0.000015906346,0.032642744,0.00010859666,0.00011373981,3.2455128e-7,0.0067080082,0.000035050583,0.0000072148573,0.9347276,0.002717687,0.022743994],"study_design_scores_gemma":[0.017184228,0.000084592175,0.42699894,0.0006872345,0.00012155275,0.0000108142785,0.088568956,0.12968929,0.000032198903,0.3211215,0.014669914,0.0008307565],"about_ca_topic_score_codex":0.7706227,"about_ca_topic_score_gemma":0.38563332,"teacher_disagreement_score":0.6136061,"about_ca_system_score_codex":0.00014429793,"about_ca_system_score_gemma":0.0004821306,"threshold_uncertainty_score":0.6255773},"labels":[],"label_agreement":null},{"id":"W1991117809","doi":"10.1080/10361146.2010.544640","title":"Does Institutional Location Protect from Political Influence? The Case of a Minimum Labour Standards Enforcement Agency in Australia","year":2011,"lang":"en","type":"article","venue":"Australian Journal of Political Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Agency (philosophy); Enforcement; Politics; Political science; Business; Public administration; Political economy; Law; Economics; Sociology; Social science","score_opus":0.05519272515663518,"score_gpt":0.32091140215600544,"score_spread":0.26571867699937024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991117809","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":[0.9953942,0.000005580007,0.00030369207,0.002155456,0.0002776406,0.00016025317,0.000013469036,0.0000054814564,0.0016842404],"genre_scores_gemma":[0.99899274,5.340471e-7,0.00033807356,0.000273173,0.00028781124,0.000005155556,4.4665722e-7,0.0000033099818,0.00009874545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99801695,0.000022991137,0.000610975,0.00016298855,0.0006140969,0.00057197025],"domain_scores_gemma":[0.99854517,0.0000355355,0.00026839916,0.00015592274,0.0009080866,0.00008685741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011047366,0.00012293553,0.00018950229,0.00021298796,0.00019937627,0.000105975145,0.00042265904,0.000038485563,0.00043007996],"category_scores_gemma":[0.00067836617,0.00006565335,0.00006477863,0.0007189383,0.0013557652,0.0011251991,0.0000930579,0.00018223588,0.000013504749],"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":[0.000037991333,0.000069657566,0.02349112,0.000033969973,0.0000111462705,0.00013821678,0.0002412563,0.000064265674,0.00044106768,0.9751844,0.000059804923,0.00022710032],"study_design_scores_gemma":[0.00048098073,0.000058524965,0.8216378,0.00016718861,0.000032910342,0.00008383208,0.00218484,0.00014619008,0.0018905739,0.17257272,0.00059840357,0.0001460214],"about_ca_topic_score_codex":0.011993711,"about_ca_topic_score_gemma":0.00032498952,"teacher_disagreement_score":0.8026117,"about_ca_system_score_codex":0.00019552256,"about_ca_system_score_gemma":0.00031116322,"threshold_uncertainty_score":0.9945855},"labels":[],"label_agreement":null},{"id":"W1991245745","doi":"10.1080/10967494.2013.825489","title":"Understanding Public Sector Ethics: Beyond Agency Theory in Canada's Sponsorship Scandal","year":2013,"lang":"en","type":"article","venue":"International Public Management Journal","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cognitive reframing; Principal (computer security); Principal–agent problem; Agency (philosophy); Public relations; Incentive; Public sector; Argument (complex analysis); Organizational theory; Law and economics; Political science; Sociology; Business; Economics; Law; Social psychology; Psychology; Corporate governance; Management; Social science","score_opus":0.1382465048338992,"score_gpt":0.25990306297693294,"score_spread":0.12165655814303375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991245745","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":[0.08740065,0.00012187156,0.009639914,0.13507594,0.0043454324,0.00048469813,0.0000039268116,0.00008494281,0.76284266],"genre_scores_gemma":[0.9902637,0.000055480035,0.00012614389,0.005574523,0.0010161146,0.0000374362,0.000016574357,0.000022136217,0.0028879098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99758184,0.00009240742,0.0005228251,0.00027062395,0.0010535738,0.0004787486],"domain_scores_gemma":[0.9988846,0.0001585528,0.0003449537,0.00016566561,0.00039645645,0.000049772545],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019405837,0.00021113706,0.00017983334,0.00094731944,0.00041440842,0.0019360365,0.0007667884,0.000049801558,0.009481746],"category_scores_gemma":[0.00037206328,0.00019243857,0.00008738126,0.00052734977,0.000064124324,0.0024575638,0.0003220225,0.00051220105,0.00018897864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002522996,0.000046723617,0.062477563,0.00003785717,0.00018569278,0.00004683029,0.000051198094,0.00007859027,0.0000034420416,0.9097777,0.021820605,0.0054485477],"study_design_scores_gemma":[0.0010672461,0.000004311706,0.34146336,0.00008050185,0.000017503939,0.000019780246,0.0032993755,0.0042138374,5.7191943e-7,0.4623377,0.18713781,0.0003579767],"about_ca_topic_score_codex":0.030048663,"about_ca_topic_score_gemma":0.16713403,"teacher_disagreement_score":0.902863,"about_ca_system_score_codex":0.0012725706,"about_ca_system_score_gemma":0.00024729752,"threshold_uncertainty_score":0.9991},"labels":[],"label_agreement":null},{"id":"W1992561243","doi":"10.1038/419111a","title":"Can commercial protection be good for research?","year":2002,"lang":"en","type":"letter","venue":"Nature","topic":"Regulation and Compliance 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":"Dalhousie University","funders":"","keywords":"Business; Environmental science","score_opus":0.12813071372546958,"score_gpt":0.33291113931312777,"score_spread":0.2047804255876582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992561243","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000825509,0.0003047848,0.000025548223,0.96012634,0.0012787378,0.0010853786,0.000024535115,0.00011197419,0.036960147],"genre_scores_gemma":[0.018080946,0.000013137228,0.000063849584,0.9013196,0.048923522,0.00045637312,0.00042613462,0.00007073372,0.030645685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855536,0.000016803424,0.00015399622,0.00033828153,0.0005488944,0.00038666397],"domain_scores_gemma":[0.9989853,0.000043533855,0.00013634181,0.0002441827,0.00058618106,0.000004456073],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00024890093,0.00020112764,0.00022697303,0.00031423656,0.0005773627,0.0002922322,0.00028570407,0.0021143467,0.00016949486],"category_scores_gemma":[0.00015447159,0.00017761481,0.00012732919,0.00041541862,0.00006738551,0.0001819005,0.00011289799,0.005825586,0.0000811588],"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":[0.000011419941,0.000010254834,0.000065153836,0.00033350446,0.00002736907,0.0000054335746,0.000014226528,8.353469e-7,0.0000025731786,0.0019118496,0.9922998,0.005317588],"study_design_scores_gemma":[0.00024979806,0.00000918341,0.0014547593,0.00007419673,0.000023958502,7.302827e-7,0.000022178103,0.00016256359,0.0000022598576,0.0045562377,0.9932437,0.0002004232],"about_ca_topic_score_codex":0.000121900266,"about_ca_topic_score_gemma":0.00019802422,"teacher_disagreement_score":0.058806725,"about_ca_system_score_codex":0.00006483531,"about_ca_system_score_gemma":0.000013304791,"threshold_uncertainty_score":0.9991811},"labels":[],"label_agreement":null},{"id":"W1994424437","doi":"10.1177/0007650311427595","title":"The ClimateWise Principles","year":2011,"lang":"en","type":"article","venue":"Business & Society","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"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":"Leverage (statistics); Incentive; Climate change; Institution; Scholarship; Politics; Greenhouse gas; Business; Public economics; Economics; Political science; Economic growth; Market economy","score_opus":0.08428236595392306,"score_gpt":0.23072288459307053,"score_spread":0.14644051863914748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994424437","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":[0.44679663,0.0018983242,0.002262013,0.009661249,0.0027306087,0.00075874996,0.0000027259268,0.0009889697,0.5349007],"genre_scores_gemma":[0.9949991,0.00028487583,0.00050320325,0.0017485246,0.00084568374,0.000045254284,0.000005755808,0.00002254368,0.0015450593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992566,0.0000031211873,0.00017373754,0.00016360253,0.00016366308,0.00023929299],"domain_scores_gemma":[0.9993087,0.000018033405,0.00013310924,0.0002388861,0.00029576165,0.000005498211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020001375,0.00012364984,0.000107122025,0.000012661919,0.00079190556,0.00019558429,0.0002456828,0.00003413582,0.00012498922],"category_scores_gemma":[0.000037077683,0.00007903564,0.00011088994,0.0004209273,0.00015553004,0.00045195426,0.00021577204,0.000056151515,0.00033789946],"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":[0.00009210069,0.00027147838,0.19999504,0.0004208607,0.00023340517,0.000005637498,0.0023196635,0.00007121179,0.0002191926,0.577514,0.18238822,0.036469195],"study_design_scores_gemma":[0.00015270058,6.9249404e-7,0.59509397,0.000013809661,0.00001780522,4.4740457e-7,0.00088639214,0.00076722354,0.00000735847,0.0033699085,0.39957246,0.00011725415],"about_ca_topic_score_codex":0.00011263127,"about_ca_topic_score_gemma":0.00005217089,"teacher_disagreement_score":0.57414407,"about_ca_system_score_codex":0.000013939054,"about_ca_system_score_gemma":0.000012098614,"threshold_uncertainty_score":0.60907775},"labels":[],"label_agreement":null},{"id":"W1999122019","doi":"10.1177/0170840601224004","title":"Organizational Responses to an Environmental Bill of Rights","year":2001,"lang":"en","type":"article","venue":"Organization Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":56,"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":"Resource dependence theory; Public relations; Organizational commitment; Business; Organizational change; Organizational theory; Institutional theory; Political science; Social psychology; Sociology; Psychology; Economics; Management","score_opus":0.03290166831424028,"score_gpt":0.25742322565264397,"score_spread":0.22452155733840368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999122019","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":[0.994185,0.00014522807,0.0006900627,0.0020528475,0.00023161831,0.00017563935,0.000004198123,0.00012275616,0.0023927072],"genre_scores_gemma":[0.99733335,0.00004903864,0.00027865884,0.0008939628,0.00037280127,0.0000044197504,0.00003831949,0.000020494297,0.0010089535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922067,0.000009831918,0.00022685892,0.0001988477,0.00022793602,0.00011584477],"domain_scores_gemma":[0.999349,0.0000243883,0.00012042951,0.00014748237,0.0003482002,0.000010503874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000819243,0.0001213602,0.00017116974,0.00018416495,0.00033433954,0.000044727978,0.00011476063,0.00002281138,0.0006206689],"category_scores_gemma":[0.00018309553,0.0000917891,0.000016062852,0.0010031536,0.00007221085,0.00047150318,0.0001514433,0.00002189897,0.0003855917],"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":[0.00005595133,0.00019576709,0.96031284,0.000021600119,0.000114395756,0.000003806216,0.0010255222,0.00018978058,0.005758576,0.022272728,0.009553127,0.0004958735],"study_design_scores_gemma":[0.0005823631,0.000038218277,0.9170387,0.00003597197,0.00006602883,0.0000054864645,0.0036153416,0.00009768193,0.002274585,0.014916645,0.060920615,0.0004083675],"about_ca_topic_score_codex":0.000028953766,"about_ca_topic_score_gemma":0.000027021948,"teacher_disagreement_score":0.051367488,"about_ca_system_score_codex":0.000029168341,"about_ca_system_score_gemma":0.000006529735,"threshold_uncertainty_score":0.679589},"labels":[],"label_agreement":null},{"id":"W1999409102","doi":"10.1177/1070496503255577","title":"The CEC's Citizen Submission Process:","year":2003,"lang":"en","type":"article","venue":"The Journal of Environment & Development","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":9,"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":"Credibility; Enforcement; Opposition (politics); Commission; Process (computing); Politics; Free trade agreement; Political science; International trade; Business; Public administration; Free trade; Law","score_opus":0.015184263745867614,"score_gpt":0.20401158054361135,"score_spread":0.18882731679774373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999409102","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":[0.9263466,0.0031233365,0.0028003652,0.010295941,0.000869659,0.00047629027,1.4914629e-7,0.000029366549,0.056058306],"genre_scores_gemma":[0.99701893,0.0005032833,0.00027950204,0.0005239516,0.00019545201,0.000005803421,4.000511e-7,0.000011271071,0.0014614144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890655,0.0000227074,0.00036797818,0.00006837232,0.0004547148,0.00017970343],"domain_scores_gemma":[0.99935544,0.000046789177,0.00041054614,0.00012874567,0.00004644225,0.000012013613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010104319,0.00011614468,0.000115812756,0.00004120618,0.00065678015,0.00008576121,0.00027338244,0.000017635919,0.00020623891],"category_scores_gemma":[0.000050966253,0.000055631554,0.000044273205,0.00009324995,0.00007332112,0.00021312936,0.00006333936,0.00010818365,0.00014626647],"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":[0.0016573989,0.0017389245,0.21755509,0.00053341384,0.0022776627,0.00008373065,0.01226509,0.020280097,0.010707824,0.09163013,0.23964308,0.40162754],"study_design_scores_gemma":[0.0003957561,0.000009952142,0.11010453,0.000047621463,0.000037296573,0.000011636037,0.0015881084,0.000032193435,0.00072964054,0.0060525993,0.88085854,0.00013214443],"about_ca_topic_score_codex":9.93833e-7,"about_ca_topic_score_gemma":0.0000013248857,"teacher_disagreement_score":0.64121544,"about_ca_system_score_codex":0.00005270658,"about_ca_system_score_gemma":0.00002880424,"threshold_uncertainty_score":0.5051488},"labels":[],"label_agreement":null},{"id":"W1999590668","doi":"10.7202/050314ar","title":"Determinants of Wildcat Strikes in Canada Manufacturing Industries","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Manufacturing; Business; Economic geography; Forensic engineering; Mining engineering; Engineering; Geography","score_opus":0.025891944532489827,"score_gpt":0.22460653318415663,"score_spread":0.1987145886516668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999590668","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":[0.9863448,0.0001557245,0.000017485647,0.0012593741,0.00010396544,0.00012443373,0.0000034612513,0.000020141886,0.011970581],"genre_scores_gemma":[0.99872994,0.000013727445,0.000060678616,0.00012752347,0.00022168153,0.000008691463,0.0000069031057,0.00000908502,0.0008217671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999133,0.0000058132173,0.00035862674,0.0001411396,0.0001836498,0.00017777832],"domain_scores_gemma":[0.9995505,0.000053458232,0.00019316061,0.00014376613,0.00005080679,0.000008267693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007593698,0.000115283096,0.00017318293,0.00019609698,0.00012574435,0.000032599615,0.00013355438,0.00007468646,0.00020265643],"category_scores_gemma":[0.000051817944,0.00011206282,0.000022639024,0.0003691617,0.00004455468,0.00051674334,0.000070585236,0.00017507053,0.000029457933],"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":[0.000006215798,0.000020235859,0.90181214,0.000005080907,0.000008170389,0.0000019853146,0.000035924182,0.006044487,0.0000051201687,0.0015445409,0.006477928,0.08403819],"study_design_scores_gemma":[0.00036155162,0.0000022385855,0.746462,0.00009409136,0.000014594317,9.3977326e-7,0.0017148171,0.0019589402,0.0014674267,0.00023466648,0.24751025,0.00017852148],"about_ca_topic_score_codex":0.28147408,"about_ca_topic_score_gemma":0.65374327,"teacher_disagreement_score":0.37226918,"about_ca_system_score_codex":0.0001365397,"about_ca_system_score_gemma":0.00025364492,"threshold_uncertainty_score":0.72331065},"labels":[],"label_agreement":null},{"id":"W2001320794","doi":"10.1504/ijird.2012.045138","title":"The new role of law in stimulating industrial innovation and regional development: the Canadian experience with reflexive law in reconciling economic development, environmental protection and entrepreneurship in the energy industry","year":2012,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Regulation and Compliance Studies","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":"University of Calgary","funders":"","keywords":"Reflexivity; Entrepreneurship; Scholarship; Natural resource; Sustainable development; Resource (disambiguation); Business; Stakeholder; Economics; Economic system; Law; Sociology; Political science; Economic growth; Management","score_opus":0.07528711030434007,"score_gpt":0.2649230787163468,"score_spread":0.18963596841200672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001320794","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":[0.9952302,0.00015886185,0.000055429693,0.0035987282,0.00013517126,0.00015766254,2.942456e-7,0.0000023285982,0.00066133647],"genre_scores_gemma":[0.99820095,0.000016352089,0.00029891302,0.0011742653,0.0002326837,0.000023100327,0.000012501169,0.0000062708323,0.000034959496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985142,0.00003143675,0.00080116454,0.000133587,0.00035319495,0.00016644978],"domain_scores_gemma":[0.9991357,0.00007377584,0.00057335687,0.000048075075,0.00015351744,0.00001558702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010229818,0.00013017649,0.0001246825,0.0004308616,0.00029995566,0.00014466445,0.0001668663,0.00008228334,0.0000064780825],"category_scores_gemma":[0.000042418094,0.000082229424,0.000008117776,0.00036769218,0.00016817974,0.00065255596,0.0000646246,0.00027909043,4.9583923e-7],"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":[0.00030822124,0.000057349494,0.5545589,0.000008668958,0.00007518714,0.000003821062,0.00844279,0.00042655706,0.00027184683,0.35373563,0.000070893126,0.08204018],"study_design_scores_gemma":[0.001512148,0.000013708849,0.83353335,0.00030568353,0.000003870566,0.00006750355,0.0053642676,0.0002577274,0.00048509045,0.0030812093,0.15517542,0.00020001121],"about_ca_topic_score_codex":0.0025961373,"about_ca_topic_score_gemma":0.026546009,"teacher_disagreement_score":0.35065442,"about_ca_system_score_codex":0.0002928665,"about_ca_system_score_gemma":0.00033164135,"threshold_uncertainty_score":0.991217},"labels":[],"label_agreement":null},{"id":"W2006925048","doi":"10.1108/jfrc-11-2013-0040","title":"Reputation risk management in financial firms: protecting (some) small investors","year":2014,"lang":"en","type":"article","venue":"Journal of Financial Regulation and Compliance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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":"Reputation; Business; Originality; Finance; Product (mathematics); Intervention (counseling); Financial services; Risk management; Value (mathematics); Financial market; Marketing; Accounting; Qualitative research","score_opus":0.030813335169552543,"score_gpt":0.24052897657925024,"score_spread":0.2097156414096977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006925048","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":[0.9753673,0.0003372419,0.01725411,0.0010022434,0.0007078109,0.00036618355,5.502964e-7,0.000035467663,0.004929067],"genre_scores_gemma":[0.99505264,0.00007129525,0.0027923367,0.00079069665,0.0010662521,0.0000122334495,0.0000016502255,0.000012526303,0.00020038328],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986908,0.000039964078,0.00061376084,0.00020408978,0.00025389856,0.00019747781],"domain_scores_gemma":[0.9986445,0.000042602773,0.00094825175,0.00012266336,0.00022326763,0.000018756076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087067176,0.00015970669,0.0002852677,0.00033346473,0.00029504625,0.00012724762,0.00013871986,0.00006201611,0.000011198274],"category_scores_gemma":[0.00055228674,0.00015051637,0.00007765468,0.00045798198,0.00006339801,0.0008136952,0.0000658608,0.00023244492,0.000013883848],"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":[0.00031169778,0.000113053036,0.07444558,0.00034814258,0.000019186298,0.000011685561,0.0002833797,0.0053781113,0.000109826884,0.19456786,0.0015237391,0.72288775],"study_design_scores_gemma":[0.0009850968,0.000033727007,0.86006147,0.0003079955,0.000021799693,0.000005025831,0.00006419169,0.011207814,0.000015624068,0.09283762,0.03428806,0.0001715898],"about_ca_topic_score_codex":0.000040800103,"about_ca_topic_score_gemma":0.0000829568,"teacher_disagreement_score":0.78561586,"about_ca_system_score_codex":0.00005208434,"about_ca_system_score_gemma":0.000022077806,"threshold_uncertainty_score":0.61378795},"labels":[],"label_agreement":null},{"id":"W2014154185","doi":"10.2202/1538-0653.1494","title":"Public Complaints and Alberta's Environmental Regulation","year":2006,"lang":"en","type":"article","venue":"Topics in Economic Analysis & Policy","topic":"Regulation and Compliance 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":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Enforcement; Legislation; Government (linguistics); Business; Environmental regulation; Public consultation; Action (physics); Public disclosure; Public economics; Political science; Economics; Engineering; Law","score_opus":0.0182396609287846,"score_gpt":0.21857005360637263,"score_spread":0.20033039267758804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014154185","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":[0.8949922,0.000046328463,0.0001440577,0.0050914427,0.00004034001,0.00006907064,0.0000014568677,0.000016876718,0.09959827],"genre_scores_gemma":[0.995509,0.000011825648,0.000043425538,0.00044918622,0.000817214,0.000006347711,0.000055872304,0.0000059409226,0.0031011566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993606,0.000005750616,0.00024107959,0.00019210712,0.00004649286,0.00015393474],"domain_scores_gemma":[0.9997092,0.000014179602,0.000120853256,0.00014360783,0.0000055228647,0.0000066596517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007674414,0.00009591888,0.00019032163,0.00051157625,0.00010434159,0.00013297387,0.00008124,0.000030709187,0.0003830143],"category_scores_gemma":[0.00000797653,0.00010170097,0.00006583731,0.00023542803,0.00006468834,0.0003729045,0.00008065177,0.000034271477,0.0001439291],"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":[0.0000021261483,0.000018857985,0.7045183,0.0000040650657,0.00006303343,2.3849148e-7,0.000018319666,0.0020924776,0.0000046634987,0.28805202,0.00036794026,0.004857907],"study_design_scores_gemma":[0.0001920368,8.2400965e-7,0.8962773,0.0000013368302,0.000048664264,2.637679e-7,0.00004046203,0.041485116,0.0000012889166,0.023662409,0.03818781,0.00010245],"about_ca_topic_score_codex":0.009394351,"about_ca_topic_score_gemma":0.010882012,"teacher_disagreement_score":0.26438963,"about_ca_system_score_codex":0.00011100562,"about_ca_system_score_gemma":0.0000062651247,"threshold_uncertainty_score":0.99720216},"labels":[],"label_agreement":null},{"id":"W2015414145","doi":"10.4236/blr.2010.11001","title":"Managing Ethical Risks and Crises: Beyond Legal Compliance","year":2010,"lang":"en","type":"article","venue":"Beijing Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emily Carr University of Art and Design; University of Ottawa; Carleton University","funders":"","keywords":"Compliance (psychology); Business; Political science; Engineering ethics; Risk analysis (engineering); Psychology; Social psychology; Engineering","score_opus":0.10046984459941564,"score_gpt":0.3447317106312768,"score_spread":0.24426186603186112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015414145","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":[0.020492291,0.06430682,0.0011074058,0.1053401,0.0020579176,0.0012945185,0.0000033302163,0.00061302684,0.8047846],"genre_scores_gemma":[0.922004,0.0067965905,0.0011277704,0.06845954,0.0010587119,0.000051461087,0.000010249865,0.00003423711,0.00045747482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990176,0.000011448528,0.00027068038,0.00028521332,0.00019440129,0.00022065041],"domain_scores_gemma":[0.9994256,0.000039061433,0.00014656679,0.00025885116,0.00011317529,0.000016730239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044261717,0.00016646742,0.00031811968,0.00003522893,0.00041194863,0.00027766876,0.00018097796,0.000063889565,0.00017893116],"category_scores_gemma":[0.00009376574,0.00014302872,0.00007345425,0.00021320244,0.00017007987,0.00046078625,0.00019553826,0.0004378544,0.00024740482],"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":[0.0000029325338,0.000013129051,0.0018921632,0.0032554732,0.000016533593,0.000006380741,0.0000051705592,0.0000012943317,0.000063133884,0.9350924,0.009897593,0.049753815],"study_design_scores_gemma":[0.00015489355,0.0000027380222,0.0066606775,0.0017070868,0.00007047437,0.000007539071,0.000010754831,0.0004707502,0.0000020101486,0.008537216,0.98216444,0.00021143767],"about_ca_topic_score_codex":0.00020386379,"about_ca_topic_score_gemma":0.0001884136,"teacher_disagreement_score":0.97226685,"about_ca_system_score_codex":0.0000051935526,"about_ca_system_score_gemma":0.000005578058,"threshold_uncertainty_score":0.5832542},"labels":[],"label_agreement":null},{"id":"W2018615373","doi":"10.7202/050837ar","title":"Industrial Discipline in the Canadian Federal Jurisdiction","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dismissal; Jurisdiction; Discipline; Law; Legislation; Political science; Exclusive jurisdiction","score_opus":0.04950976082098405,"score_gpt":0.25078135352355074,"score_spread":0.2012715927025667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018615373","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":[0.5012829,0.00013785432,0.000110027155,0.13234264,0.00049102923,0.0005380684,0.0000046073096,0.0000939414,0.36499897],"genre_scores_gemma":[0.9949163,0.0000032962712,0.00002977944,0.000964408,0.0021708915,0.000026598189,0.000037122485,0.00000756284,0.0018439946],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925816,0.0000133838,0.00021785928,0.00013437666,0.0001772216,0.00019897443],"domain_scores_gemma":[0.9996877,0.000034969282,0.00007539208,0.00014084397,0.000050234834,0.000010896045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024887125,0.00009767557,0.000082908606,0.000274832,0.00083984365,0.00027466394,0.00014969708,0.00013604602,0.00026642682],"category_scores_gemma":[0.00007537668,0.0000744315,0.000035417317,0.0007592861,0.00005268811,0.0005654585,0.000031209693,0.00032788815,0.00039536261],"study_design_candidate":"not_applicable","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":[0.000017994971,0.000108112145,0.47813067,0.0000016612278,0.000028924627,0.0000049485357,0.0007950645,0.012079268,0.000003385229,0.15059504,0.2692496,0.08898533],"study_design_scores_gemma":[0.00040324626,0.0000026352068,0.1757052,0.000015643183,0.000010976461,0.0000011954933,0.0009299188,0.004395827,0.0000013221538,0.0012444037,0.81717706,0.00011255193],"about_ca_topic_score_codex":0.019368902,"about_ca_topic_score_gemma":0.27945614,"teacher_disagreement_score":0.5479275,"about_ca_system_score_codex":0.00010925059,"about_ca_system_score_gemma":0.00009183305,"threshold_uncertainty_score":0.9871612},"labels":[],"label_agreement":null},{"id":"W2019382447","doi":"10.7202/043803ar","title":"La rémunération excessive des dirigeants d’entreprise et le contrôle judiciaire comme instrument de gouvernance","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.018087911712674418,"score_gpt":0.238203232214836,"score_spread":0.2201153205021616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019382447","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":[0.8776227,0.009936686,0.017726341,0.030813558,0.00040819932,0.0003771992,0.000014698023,0.000148547,0.06295204],"genre_scores_gemma":[0.97607046,0.0013794773,0.0009794252,0.004395929,0.00054448185,0.000041428146,0.000024588688,0.000035218047,0.016529018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984989,0.00008116666,0.00034514393,0.00031935854,0.00023424924,0.0005211538],"domain_scores_gemma":[0.99908745,0.000104121274,0.00036090787,0.0002400267,0.00016537242,0.000042095417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043421332,0.00026132283,0.0003004008,0.00009252442,0.00067775726,0.0003921595,0.0002476077,0.00021221962,0.00015760818],"category_scores_gemma":[0.00017203506,0.0003068529,0.00013011383,0.000276916,0.0006409943,0.0013210829,0.00011596485,0.00036007658,0.00019807427],"study_design_candidate":"design_other","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":[0.0001039729,0.00041195334,0.10648568,0.0003885529,0.00020040388,0.00005553306,0.0036326495,0.0035481243,0.00013943537,0.30159608,0.024291974,0.5591456],"study_design_scores_gemma":[0.0023639523,0.00001830611,0.42956564,0.00085721596,0.00014192399,0.00001859592,0.004079783,0.015289348,0.00024227345,0.06337865,0.48346654,0.000577783],"about_ca_topic_score_codex":0.0010446608,"about_ca_topic_score_gemma":0.0015458781,"teacher_disagreement_score":0.5585679,"about_ca_system_score_codex":0.0008006438,"about_ca_system_score_gemma":0.00008063759,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W2025181567","doi":"10.1177/0170840606061807","title":"The Emergence of New Global Institutions: A Discursive Perspective","year":2006,"lang":"en","type":"article","venue":"Organization Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":252,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Institution; Agency (philosophy); Convention; Perspective (graphical); Sociology; Civil discourse; Epistemology; Discourse analysis; Environmental ethics; Political science; Social science; Linguistics","score_opus":0.0436121155118466,"score_gpt":0.30726276736659663,"score_spread":0.26365065185475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025181567","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":[0.28094518,0.05480696,0.059354335,0.13201527,0.0067845695,0.002165753,0.000025767386,0.0010466151,0.46285555],"genre_scores_gemma":[0.9978172,0.00023172444,0.00007739234,0.00015462426,0.0005310149,0.000004346505,0.000004502606,0.0000053907297,0.0011737968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99946165,0.0000036774684,0.00017045559,0.00011895791,0.0001493552,0.00009590467],"domain_scores_gemma":[0.99867123,0.000016015447,0.00015479764,0.00009968261,0.0010553597,0.0000028904221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044702923,0.00008382103,0.000108871645,0.000026916265,0.00059803826,0.0000549634,0.00010387773,0.000012596277,0.00003730944],"category_scores_gemma":[0.0003472851,0.00005582007,0.000025732885,0.0010898781,0.00017255194,0.00031231967,0.000118626645,0.000019200172,0.0000682322],"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":[0.0000036897097,0.000017158694,0.061904706,0.000010206199,0.000053307012,2.2046434e-7,0.00020164039,0.00025454766,0.000021499616,0.857001,0.080184504,0.00034753254],"study_design_scores_gemma":[0.0005000205,0.000008369735,0.65983826,0.000054217697,0.000115548966,0.0000012111394,0.056919783,0.000069156056,0.00013391307,0.19876741,0.08333199,0.0002601329],"about_ca_topic_score_codex":0.00035869642,"about_ca_topic_score_gemma":0.00054232025,"teacher_disagreement_score":0.71687204,"about_ca_system_score_codex":0.000036612262,"about_ca_system_score_gemma":0.000029756306,"threshold_uncertainty_score":0.45996872},"labels":[],"label_agreement":null},{"id":"W2027872938","doi":"10.7202/1025141ar","title":"Corporate Liability for Foreign Corrupt Practices under Canadian Law","year":2014,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foreign Corrupt Practices Act; Liability; Language change; Business; Compliance (psychology); Enforcement; Corporate law; Law; Corporate liability; International law; Political science; Law and economics; Corporate governance; Economics; Finance","score_opus":0.0955556092807517,"score_gpt":0.272727067309497,"score_spread":0.1771714580287453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027872938","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":[0.005621289,0.00002836493,0.0015407352,0.004608037,0.00078379316,0.00024383706,0.000009209935,0.00004923362,0.9871155],"genre_scores_gemma":[0.99141943,0.0000030406666,0.0005152475,0.0064864326,0.0012073437,0.000012915225,0.000008052933,0.000018578468,0.00032896164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990477,0.000017344168,0.00025770516,0.00018233592,0.00017198588,0.00032295755],"domain_scores_gemma":[0.99854696,0.00007314621,0.0007550005,0.0001601721,0.00041678123,0.000047956353],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068930286,0.0001366318,0.00017901571,0.00006583895,0.0033133985,0.00038536225,0.00018156049,0.00004697517,0.00018356719],"category_scores_gemma":[0.00015348635,0.00011402607,0.000094682524,0.00012421055,0.00009855523,0.0010654383,0.00003816498,0.00013480346,0.000109867695],"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":[0.00002429451,0.000017288823,0.0024009584,0.000029427654,0.000024681927,0.0000015219182,0.0000024565747,0.00022038918,0.000005783913,0.9934983,0.002241073,0.0015338247],"study_design_scores_gemma":[0.0003895239,0.00001438118,0.0049752626,0.000018415058,0.000034313278,0.000009538821,0.00012823837,0.002823467,0.000009673268,0.13918965,0.8522645,0.00014300425],"about_ca_topic_score_codex":0.05173615,"about_ca_topic_score_gemma":0.5418512,"teacher_disagreement_score":0.98678654,"about_ca_system_score_codex":0.00007413742,"about_ca_system_score_gemma":0.0000101159885,"threshold_uncertainty_score":0.9979842},"labels":[],"label_agreement":null},{"id":"W2029893461","doi":"10.7202/1028139ar","title":"Tying It All Together: The Potential of Legal, Social and Market-Based Control Mechanisms to Enforce Integrated and Sustainable Decision-Making","year":2015,"lang":"en","type":"article","venue":"Revue générale de droit","topic":"Regulation and Compliance 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":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Canadian Bar Association","funders":"","keywords":"Tying; Control (management); Business; Law and economics; Risk analysis (engineering); Computer security; Industrial organization; Computer science; Economics; Microeconomics; Artificial intelligence","score_opus":0.015662379187036325,"score_gpt":0.24524351618416845,"score_spread":0.22958113699713212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029893461","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":[0.71006954,0.0003332788,0.23423125,0.01208236,0.00027992524,0.0011746637,0.000007726798,0.00012426246,0.04169699],"genre_scores_gemma":[0.9960959,0.0000039869956,0.00079346634,0.0021920784,0.00020201484,0.000021365458,0.0000022801878,0.000015556076,0.0006733688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999167,0.000019421785,0.0002092363,0.00017774019,0.00015741924,0.00026915144],"domain_scores_gemma":[0.99939823,0.00007444337,0.00014030267,0.00011582044,0.0002522353,0.000018972363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065926026,0.000102853825,0.00021576762,0.00010508741,0.00023462326,0.00023547623,0.00013985668,0.000046639718,0.0000397034],"category_scores_gemma":[0.00022854834,0.00010121718,0.000049032882,0.00022711804,0.00005501183,0.0002789264,0.00010057597,0.00007610452,0.00000531404],"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":[0.003283477,0.0001893455,0.010537662,0.0013615204,0.00045053544,0.00019021328,0.0024828287,0.011613602,0.0039501563,0.8019683,0.06142447,0.1025479],"study_design_scores_gemma":[0.0065766266,0.00015618386,0.042077366,0.00091998343,0.0005399131,0.000042612908,0.044801854,0.36812535,0.00015625246,0.42686698,0.108514376,0.0012225208],"about_ca_topic_score_codex":0.00021306859,"about_ca_topic_score_gemma":0.00006279558,"teacher_disagreement_score":0.3751013,"about_ca_system_score_codex":0.000052130916,"about_ca_system_score_gemma":0.000029049754,"threshold_uncertainty_score":0.41275167},"labels":[],"label_agreement":null},{"id":"W2030425801","doi":"10.1080/13876988.2013.765618","title":"After “the Regulatory Moment” in Comparative Regulatory Studies: Modeling the Early Stages of Regulatory Life Cycles","year":2013,"lang":"en","type":"article","venue":"Journal of Comparative Policy Analysis Research and Practice","topic":"Regulation and Compliance 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":"Simon Fraser University","funders":"","keywords":"Analogy; Phenomenon; Scholarship; Regulatory reform; Action (physics); Law and economics; Economics; Political science; Epistemology; Law; Economic growth; Philosophy","score_opus":0.24171250742905526,"score_gpt":0.45732237654116875,"score_spread":0.2156098691121135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030425801","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":[0.96874315,0.009068307,0.00019401968,0.018798376,0.000050044877,0.00038096134,0.000001808654,0.0000066131556,0.0027567311],"genre_scores_gemma":[0.9975069,0.0006543365,0.0001404701,0.0006674951,0.0006180325,0.000048755654,8.7296144e-7,0.000010168005,0.00035295056],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9960787,0.00082839647,0.0010867732,0.00025760676,0.00133432,0.00041415312],"domain_scores_gemma":[0.9925249,0.0022424452,0.0011744827,0.00045135754,0.0035471038,0.000059686736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005125201,0.0002419772,0.00089885143,0.0014438132,0.0005326127,0.00038951865,0.0004877138,0.000055096178,0.00006541216],"category_scores_gemma":[0.00093851786,0.0001388882,0.00023694291,0.002904192,0.0010401751,0.00263978,0.00031880342,0.000662274,0.00002457088],"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":[0.012567941,0.002397991,0.23276165,0.00089783553,0.042659134,0.00006376424,0.108841024,0.2713894,0.002099283,0.22851636,0.093912296,0.0038933165],"study_design_scores_gemma":[0.0013087391,0.00018928555,0.81293046,0.00024893918,0.0008564627,0.000010965857,0.1154923,0.03179891,0.00008019951,0.025834003,0.010856055,0.00039369438],"about_ca_topic_score_codex":0.0012156909,"about_ca_topic_score_gemma":0.0003053143,"teacher_disagreement_score":0.5801688,"about_ca_system_score_codex":0.00010747259,"about_ca_system_score_gemma":0.00015237558,"threshold_uncertainty_score":0.56636965},"labels":[],"label_agreement":null},{"id":"W2031659097","doi":"10.1111/j.1541-0072.2000.tb02044.x","title":"The Politics of Air Bag Safety: A Competition Among Problem Definitions","year":2000,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Regulation and Compliance Studies","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":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Perspective (graphical); Politics; Automotive industry; Competition (biology); Principal (computer security); Clean Air Act; Political science; Public economics; Law and economics; Public administration; Political economy; Economics; Law; Engineering; Computer security; Computer science; Air pollution","score_opus":0.04984874419663814,"score_gpt":0.28559505189263773,"score_spread":0.23574630769599958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031659097","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":[0.27379885,0.0046202918,0.00029223016,0.10198566,0.0006076495,0.0005120875,0.000017719849,0.00015593917,0.61800957],"genre_scores_gemma":[0.989773,0.0036263024,0.000172373,0.0016297115,0.0024221144,0.000015376972,0.0000026822527,0.000014363497,0.0023440956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893415,0.000019340823,0.00041744855,0.00009290229,0.00024164595,0.00029450175],"domain_scores_gemma":[0.99913013,0.00009605263,0.00025845255,0.00012469335,0.00037684347,0.00001383597],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00026459442,0.00012832393,0.00020654057,0.00013469881,0.0019828582,0.000107309614,0.00016371848,0.000020828833,0.000093807605],"category_scores_gemma":[0.000122033576,0.00008612042,0.00011656199,0.00037753355,0.0003795552,0.0003480775,0.00007887494,0.00013685675,0.00008204019],"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":[0.00003935653,0.00007273839,0.011292164,0.00009357975,0.00036018091,0.0000034892678,0.0006234287,0.0007251289,0.0000069259313,0.9452538,0.021342961,0.020186268],"study_design_scores_gemma":[0.00073777797,0.000023002101,0.19733968,0.00022418941,0.00009427833,0.000025659745,0.0035307081,0.000269918,0.0000059041668,0.30606648,0.4914685,0.00021391576],"about_ca_topic_score_codex":0.00013065874,"about_ca_topic_score_gemma":0.00015127793,"teacher_disagreement_score":0.7159741,"about_ca_system_score_codex":0.000057274774,"about_ca_system_score_gemma":0.000027957301,"threshold_uncertainty_score":0.99931645},"labels":[],"label_agreement":null},{"id":"W2033522495","doi":"10.1007/s10551-008-9681-8","title":"Accountability in Crisis: The Sponsorship Scandal and the Office of the Comptroller General in Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Queen's University","funders":"","keywords":"Quality of Life Research; Accountability; Business ethics; Political science; Public administration; Business; Law; Public health; Medicine","score_opus":0.07446533951929528,"score_gpt":0.256276770911326,"score_spread":0.1818114313920307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033522495","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":[0.94696826,0.00043088477,0.000022248172,0.051651932,0.0003847032,0.00012340283,7.58682e-7,0.0000014908832,0.0004163028],"genre_scores_gemma":[0.9960399,0.00014313603,0.000014253688,0.003493059,0.00026492123,0.000002465705,1.804422e-7,0.000005738045,0.000036337256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985937,0.00016631796,0.0005086972,0.00008138132,0.0005167972,0.00013312498],"domain_scores_gemma":[0.9980775,0.0005760472,0.0005009683,0.00017831025,0.0006618292,0.0000053602157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026281918,0.00010312958,0.00029027186,0.00007227924,0.00025772804,0.000046216388,0.00034942816,0.00004629433,0.0000150349015],"category_scores_gemma":[0.0008515628,0.000046154342,0.000057717905,0.0007055077,0.00035647134,0.00033178393,0.00013031061,0.00059133983,4.123616e-7],"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":[0.0028930542,0.00010940904,0.94770586,0.00027989494,0.000071847244,0.000020629479,0.0025330465,0.026004342,0.000034135155,0.015629664,0.0042880024,0.0004301104],"study_design_scores_gemma":[0.0012849824,0.0000011921886,0.9904969,0.00007931385,0.000018140927,0.000018533148,0.0013894378,0.0013630799,0.0000034094614,0.0010111771,0.0042756326,0.00005822349],"about_ca_topic_score_codex":0.36414084,"about_ca_topic_score_gemma":0.5869698,"teacher_disagreement_score":0.22282897,"about_ca_system_score_codex":0.00007676661,"about_ca_system_score_gemma":0.00056572957,"threshold_uncertainty_score":0.6400934},"labels":[],"label_agreement":null},{"id":"W2039722319","doi":"10.1111/j.1748-121x.2000.tb00142.x","title":"Environmental monitoring of government — the case for an environmental auditor","year":2000,"lang":"en","type":"article","venue":"Legal Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Audit; Accountability; Accounting; Government (linguistics); Argument (complex analysis); House of Commons; Business; Environmental audit; Chief audit executive; Joint audit; Value (mathematics); Audit committee; Internal audit; Public administration; Political science; Law; Medicine; Computer science","score_opus":0.030866168625972717,"score_gpt":0.2507681898323116,"score_spread":0.21990202120633887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039722319","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":[0.9954011,0.0010434148,0.00001293609,0.0005245575,0.00041490747,0.0002829065,0.000023332936,0.000022340599,0.0022745458],"genre_scores_gemma":[0.9963493,0.00015781594,0.00009040619,0.00016145698,0.0017108996,0.00008478757,0.0000024783374,0.000012657567,0.0014302274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924666,0.000005956827,0.00018945352,0.00018123348,0.00021272252,0.00016398806],"domain_scores_gemma":[0.99969566,0.000036946185,0.00009737679,0.00015847811,0.000005293238,0.000006222089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102463804,0.00013515112,0.00016116851,0.0000111852205,0.00049731275,0.000050210994,0.0001154616,0.000017155575,0.00012396538],"category_scores_gemma":[0.000008395981,0.00009400777,0.000075595475,0.000038439357,0.00015913429,0.00043157343,0.000093200615,0.0000416086,0.00004214286],"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":[0.00071272283,0.0012924867,0.28873333,0.0004366246,0.0016711601,0.00016354797,0.0035552618,0.0016730543,0.0069809733,0.0070006666,0.040522527,0.6472576],"study_design_scores_gemma":[0.0012644774,0.00012137618,0.24960613,0.000045243083,0.00021973219,0.000030588733,0.036284566,0.0010245101,0.00086233276,0.00083982217,0.709235,0.00046619156],"about_ca_topic_score_codex":0.00005635176,"about_ca_topic_score_gemma":0.000026689251,"teacher_disagreement_score":0.6687125,"about_ca_system_score_codex":0.000060868435,"about_ca_system_score_gemma":0.0000010072802,"threshold_uncertainty_score":0.38335258},"labels":[],"label_agreement":null},{"id":"W2040047285","doi":"10.7122/151387-ms","title":"Efficiency and Compliance Regulations: Side Effects","year":2012,"lang":"en","type":"article","venue":"Carbon Management Technology Conference","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Compliance (psychology); Computer science; Psychology","score_opus":0.029479178558178908,"score_gpt":0.24560704745097284,"score_spread":0.21612786889279392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040047285","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":[0.46137616,0.0026212917,0.01068832,0.005328312,0.00093210087,0.0011170743,5.094969e-7,0.0013639472,0.5165723],"genre_scores_gemma":[0.99765736,0.00006222032,0.0006631503,0.0005240657,0.00014843066,0.00010683202,0.0000031073591,0.0000142549525,0.00082056166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99893385,0.0000068176373,0.00019715335,0.00030337414,0.00015879296,0.00039999036],"domain_scores_gemma":[0.99937356,0.000022501985,0.00013621939,0.00035703252,0.0000964912,0.000014229202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014801724,0.00019799764,0.00020948863,0.00042295904,0.00021399117,0.00009371882,0.00025759218,0.00007990042,0.000014358329],"category_scores_gemma":[0.00004642322,0.00019227446,0.000027589265,0.0006964418,0.00027985094,0.00038834184,0.00043733255,0.000109675806,0.000100454025],"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":[0.0000059927374,0.00006961897,0.058930643,0.0002939586,0.000039331422,0.0000047526623,0.000024035311,0.0000077462855,0.00025890622,0.88439864,0.00028859163,0.055677805],"study_design_scores_gemma":[0.002272261,0.00003666488,0.75674057,0.0006315971,0.000287532,0.000011976294,0.0017018467,0.027425865,0.00042486374,0.12577933,0.08341518,0.0012722902],"about_ca_topic_score_codex":0.000010720127,"about_ca_topic_score_gemma":0.0000048938928,"teacher_disagreement_score":0.7586193,"about_ca_system_score_codex":0.000021090205,"about_ca_system_score_gemma":0.0000032412906,"threshold_uncertainty_score":0.7840725},"labels":[],"label_agreement":null},{"id":"W2040064889","doi":"10.3917/ds.363.0325","title":"La marchandisation de la sécurité : facteur de responsabilisation des individus ou des entreprises ?","year":2012,"lang":"fr","type":"article","venue":"Déviance et Société","topic":"Regulation and Compliance Studies","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":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.053218778658703315,"score_gpt":0.3350116196446369,"score_spread":0.28179284098593355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040064889","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":[0.94120765,0.015599276,0.0047320747,0.0028607114,0.0006177895,0.00031527458,0.000013683795,0.00016254045,0.034490973],"genre_scores_gemma":[0.986655,0.0017940374,0.0012755218,0.0008544091,0.0010749754,0.000081200495,0.000035708938,0.000042863452,0.008186278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799514,0.00046987846,0.00030972273,0.00026784974,0.00027484683,0.00068257924],"domain_scores_gemma":[0.9983481,0.00094201294,0.0002711535,0.00021872412,0.00016699421,0.000052987987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022636787,0.00027399103,0.00024256519,0.00012743859,0.00060787366,0.0004419012,0.00019501492,0.00021917999,0.0008474683],"category_scores_gemma":[0.0014207374,0.00029968435,0.00014665675,0.00039917554,0.0009544615,0.0024522007,0.00016577089,0.0002795109,0.00023527675],"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":[0.000059401187,0.00023060408,0.7236959,0.0004818293,0.00007875335,0.0000032905164,0.010362329,0.000086838285,0.00015901715,0.04857368,0.0029027583,0.2133656],"study_design_scores_gemma":[0.00047458961,0.0000071611157,0.74063504,0.00034303425,0.00008523625,0.000006699752,0.0040860064,0.00034335337,0.00010220397,0.041588265,0.21206382,0.00026457725],"about_ca_topic_score_codex":0.00014745654,"about_ca_topic_score_gemma":0.000068570924,"teacher_disagreement_score":0.21310103,"about_ca_system_score_codex":0.00022366144,"about_ca_system_score_gemma":0.000071065,"threshold_uncertainty_score":0.9999455},"labels":[],"label_agreement":null},{"id":"W2040427170","doi":"10.1007/s10640-010-9391-4","title":"GHG Registries: Participation and Performance Under the Canadian Voluntary Climate Challenge Program","year":2010,"lang":"en","type":"article","venue":"Environmental and Resource Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Turnover; Business; Natural resource economics; Climate change; Renewable energy; Ask price; Environmental resource management; Economics; Finance; Ecology","score_opus":0.012427893104113522,"score_gpt":0.18785600692714327,"score_spread":0.17542811382302975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040427170","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":[0.98592675,0.00010440193,4.0783183e-7,0.0035315144,0.00008159258,0.0001612907,0.0000029812534,0.000018510418,0.010172573],"genre_scores_gemma":[0.9982938,0.00029957658,0.000020542417,0.00080917205,0.00028488348,0.0000279526,0.000020053261,0.0000090894155,0.0002349361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995355,0.0000025079237,0.00010509199,0.00014911781,0.000034813278,0.00017294005],"domain_scores_gemma":[0.99979556,0.000007868319,0.0000627956,0.00011033923,0.000002066645,0.000021346525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098446115,0.000089776964,0.00007152594,0.00002933975,0.00063547905,0.0001462405,0.000060462222,0.000040984025,0.00006663099],"category_scores_gemma":[0.0000013643433,0.0000682083,0.000015458383,0.000016927055,0.00024921747,0.00021687901,0.00008751203,0.000104953695,0.000047137364],"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":[0.000053672826,0.00009295621,0.7472037,0.00007711691,0.00005408149,0.0000013510166,0.0005644331,0.00028377978,0.000045596804,0.01684148,0.00113584,0.23364598],"study_design_scores_gemma":[0.0001273055,0.000009965063,0.64763415,0.0000030053925,0.000010222248,0.0000012368465,0.00059448264,0.0056986935,0.0000026536413,0.00021771422,0.34561342,0.00008715418],"about_ca_topic_score_codex":0.0013732263,"about_ca_topic_score_gemma":0.031077042,"teacher_disagreement_score":0.34447756,"about_ca_system_score_codex":0.000020506068,"about_ca_system_score_gemma":0.0000038667513,"threshold_uncertainty_score":0.98660326},"labels":[],"label_agreement":null},{"id":"W2040900210","doi":"10.1504/ijw.2010.030589","title":"Groundwater governance: explaining regulatory non-compliance","year":2009,"lang":"en","type":"article","venue":"International Journal of Water","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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":"University of British Columbia; Ministry of Environment","keywords":"Enforcement; Compliance (psychology); Corporate governance; Function (biology); Groundwater; Business; Normative; Environmental planning; Environmental resource management; Political science; Environmental science; Engineering; Law; Psychology","score_opus":0.025239747272443408,"score_gpt":0.2611123237299087,"score_spread":0.23587257645746532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040900210","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":[0.9413455,0.00013954139,0.0019550584,0.014570921,0.0035976905,0.00007878854,7.031706e-7,0.000035466306,0.038276304],"genre_scores_gemma":[0.99139273,0.000015711259,0.00030063346,0.0037868097,0.0032537957,0.0000011247179,0.0000035067362,0.000009284306,0.0012363809],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987755,0.0000039594242,0.00039687945,0.00011438649,0.0005345647,0.00017473944],"domain_scores_gemma":[0.99900126,0.000007631478,0.00030086163,0.000096980846,0.00058197964,0.000011289293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022321164,0.000121738034,0.00017091898,0.00012764403,0.000080153455,0.0002503215,0.0004316725,0.00002939907,0.00036764602],"category_scores_gemma":[0.000017788283,0.00008151587,0.00012574613,0.000058234084,0.00003451687,0.0014315611,0.00006860709,0.00011392067,0.00025440718],"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":[0.0028859028,0.0016420727,0.11811025,0.00018031245,0.00170404,0.0015892863,0.0035691673,0.0087996675,0.098740295,0.12177385,0.3063843,0.33462086],"study_design_scores_gemma":[0.002282391,0.00006950501,0.5832346,0.00046518285,0.000042568125,0.00014157385,0.00026120472,0.0020587184,0.004924309,0.027790487,0.37827465,0.00045477835],"about_ca_topic_score_codex":0.000009051563,"about_ca_topic_score_gemma":0.0000020161028,"teacher_disagreement_score":0.46512437,"about_ca_system_score_codex":0.000056576388,"about_ca_system_score_gemma":0.0000079862975,"threshold_uncertainty_score":0.4025466},"labels":[],"label_agreement":null},{"id":"W2040942549","doi":"10.1007/s10640-006-9032-0","title":"Credence Goods, Efficient Labelling Policies, and Regulatory Enforcement","year":2006,"lang":"en","type":"article","venue":"Environmental and Resource Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Labelling; Credence good; Information asymmetry; Willingness to pay; Enforcement; Business; Cheating; Incentive; Ex-ante; Microeconomics; Economics","score_opus":0.007069983599956251,"score_gpt":0.15973809217297208,"score_spread":0.15266810857301583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040942549","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":[0.97477245,0.0009623371,0.000026723874,0.0003108297,0.000055293807,0.000108258966,0.0000028140655,0.000026711648,0.023734592],"genre_scores_gemma":[0.99714744,0.00011734735,0.000057494948,0.00059090555,0.00039702893,0.0000058299183,0.000015856536,0.000012502787,0.0016556082],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993611,0.0000029819378,0.00017958178,0.00022153012,0.00006293688,0.00017187918],"domain_scores_gemma":[0.9997686,0.00001026726,0.00009959387,0.00010720671,0.0000015736811,0.000012748724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009074101,0.00013041653,0.00012111296,0.000053673924,0.00031102894,0.000117617645,0.000059522677,0.000035027257,0.00007961611],"category_scores_gemma":[0.0000010595812,0.0001233328,0.000026418711,0.00002412197,0.00018304789,0.000115835486,0.00018697818,0.000050339284,0.000042219373],"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":[0.00014763161,0.00045663197,0.4834014,0.00026440114,0.00014354715,0.000008528399,0.0007524569,0.085974984,0.0044550085,0.36713028,0.009906713,0.04735844],"study_design_scores_gemma":[0.00060317863,0.0000115704615,0.36806518,0.000020791053,0.000025961228,0.0000052571995,0.0011500154,0.01958376,0.00012990065,0.0018409786,0.60822016,0.0003432198],"about_ca_topic_score_codex":0.00014715968,"about_ca_topic_score_gemma":0.000013057552,"teacher_disagreement_score":0.59831345,"about_ca_system_score_codex":0.00003600538,"about_ca_system_score_gemma":0.00000168091,"threshold_uncertainty_score":0.50293654},"labels":[],"label_agreement":null},{"id":"W2041911348","doi":"10.1111/1468-0408.00154","title":"An International Comparison of Materiality Guidance for Governments, Public Services and Charities","year":2002,"lang":"en","type":"article","venue":"Financial Accountability and Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Materiality (auditing); Harmonization; Fiduciary; Terminology; Public sector; Accounting; Political science; Public administration; Business; Public relations; Law","score_opus":0.05148027966161687,"score_gpt":0.27852629160412323,"score_spread":0.22704601194250637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041911348","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":[0.9897519,0.00023789021,0.0005654159,0.0009505788,0.00056152226,0.0005230958,0.00004265994,0.00004935333,0.007317616],"genre_scores_gemma":[0.9983906,0.00013107092,0.0004104451,0.0005607373,0.00029486592,0.00008684539,0.000023232984,0.0000061410124,0.00009606554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990823,0.000005783075,0.0002936459,0.0002715857,0.00019943973,0.00014719277],"domain_scores_gemma":[0.9995192,0.000010433126,0.00017780262,0.00016795046,0.000115158924,0.000009455173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024071641,0.00012132319,0.0002046781,0.00005591432,0.00019757691,0.0002621068,0.00018480407,0.000033032564,0.000113887436],"category_scores_gemma":[0.0000142224,0.00011824622,0.000029386862,0.00008203389,0.00010346925,0.0012576135,0.00020320217,0.000025357578,0.000004393681],"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":[0.00012670159,0.0005417627,0.6200925,0.003056478,0.000058432528,3.053037e-7,0.0005064961,0.0000072515863,0.00012231978,0.32933664,0.0020278518,0.04412322],"study_design_scores_gemma":[0.0005562828,0.00002117778,0.7756323,0.000048085796,0.000028034512,1.3357409e-7,0.0010426902,0.0061701685,0.000025738991,0.0047499468,0.21156545,0.00015994218],"about_ca_topic_score_codex":0.00017396797,"about_ca_topic_score_gemma":0.00024193294,"teacher_disagreement_score":0.3245867,"about_ca_system_score_codex":0.000022592145,"about_ca_system_score_gemma":0.0000014392654,"threshold_uncertainty_score":0.4821941},"labels":[],"label_agreement":null},{"id":"W2042331675","doi":"10.1177/0964663906063575","title":"Private Legal Orders: Professional Markets and the Commodification of Financial Governance","year":2006,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Regulation and Compliance 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":"York University","funders":"","keywords":"Legitimation; Commodification; Corporate governance; Normative; Arbitration; Politics; Legal profession; State (computer science); Law and economics; Economics; Accounting; Market economy; Business; Law; Political science; Finance","score_opus":0.01921330339391627,"score_gpt":0.26310155241093097,"score_spread":0.2438882490170147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042331675","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":[0.9155613,0.0036683304,0.00008404537,0.032854743,0.00076097343,0.00056505535,0.000006260857,0.00007786096,0.04642143],"genre_scores_gemma":[0.99680036,0.00006385123,0.000025901467,0.0005208633,0.0011262009,0.000046238856,0.000004308089,0.0000073731535,0.0014048887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99918514,0.000026872527,0.00024546453,0.00014749714,0.0002449419,0.00015008764],"domain_scores_gemma":[0.9993791,0.00005835064,0.0002909206,0.00007067168,0.0001986903,0.0000022683053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003055409,0.00012231068,0.00025407647,0.000020796017,0.00081553776,0.00007301003,0.00011228671,0.00003176009,0.000010031269],"category_scores_gemma":[0.00012576055,0.000082363,0.00006756136,0.00021355176,0.00058798294,0.00040649093,0.0001888162,0.000085063715,0.000007307626],"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":[0.00015243182,0.000041267078,0.008022001,0.00008924287,0.00003836768,6.129277e-7,0.00017734915,0.0000037023942,0.000024358453,0.94860685,0.03870612,0.004137718],"study_design_scores_gemma":[0.00097587175,0.000002822316,0.76078194,0.00003617258,0.000033485947,2.1365068e-7,0.00045087788,0.00008673577,0.00000916795,0.02273912,0.21477363,0.00010994654],"about_ca_topic_score_codex":0.00056623784,"about_ca_topic_score_gemma":0.00034771912,"teacher_disagreement_score":0.92586774,"about_ca_system_score_codex":0.000020095691,"about_ca_system_score_gemma":0.000014634215,"threshold_uncertainty_score":0.62725395},"labels":[],"label_agreement":null},{"id":"W2044330263","doi":"10.1108/09657960410698992","title":"Disclosure, litigation and regulation: the challenges of the year ahead","year":2004,"lang":"en","type":"article","venue":"Balance Sheet","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nickel Institute","funders":"","keywords":"Accounting; Business; Economics","score_opus":0.020911789461233236,"score_gpt":0.21875616416225607,"score_spread":0.19784437470102284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044330263","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":[0.81821334,0.0023310166,0.00016676442,0.06331776,0.0005220071,0.00044099253,0.0000027615843,0.000076000666,0.114929356],"genre_scores_gemma":[0.99903756,0.000064618354,0.00003693028,0.00030604837,0.00033237127,0.000008754415,0.0000012208768,0.0000049295263,0.000207561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995899,0.0000052309224,0.00010140308,0.00009513015,0.00013481692,0.00007352065],"domain_scores_gemma":[0.9996638,0.000010697141,0.00009559753,0.00017106209,0.0000564212,0.0000024675787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004606,0.00005914807,0.00007224631,0.000015811062,0.00014837488,0.000038555438,0.00010262651,0.000017700144,0.000015463833],"category_scores_gemma":[0.000024467376,0.000032733984,0.00002805135,0.00013254341,0.00010868423,0.00020495764,0.00006435893,0.000034222256,0.000014565178],"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":[0.000007430384,0.00001518008,0.04354001,0.0000639627,0.000011287901,9.372957e-8,0.00016833919,0.00027682795,0.000102097256,0.951761,0.0011627524,0.0028909878],"study_design_scores_gemma":[0.00022693475,0.000002297786,0.9250903,0.000060308816,0.000008491674,4.0080187e-7,0.00028040214,0.0001462914,0.000044449196,0.06405799,0.01003364,0.000048452537],"about_ca_topic_score_codex":0.000026268066,"about_ca_topic_score_gemma":0.000054177715,"teacher_disagreement_score":0.88770306,"about_ca_system_score_codex":0.000005554177,"about_ca_system_score_gemma":0.0000064292185,"threshold_uncertainty_score":0.1334853},"labels":[],"label_agreement":null},{"id":"W2044382438","doi":"10.1111/j.1541-0072.2007.00219.x","title":"NAFTA's Impact on Business Environmental Decision Making","year":2007,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Regulation and Compliance Studies","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":"Free trade agreement; Investment (military); International trade; Treaty; Econometric model; Environmental policy; Business; Economics; International economics; Free trade; Natural resource economics; Political science","score_opus":0.03993146451704989,"score_gpt":0.35974947888612463,"score_spread":0.31981801436907475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044382438","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":[0.96769464,0.0015441143,0.0017016445,0.003011501,0.0010477761,0.00013894,0.0000017504651,0.00006335006,0.024796275],"genre_scores_gemma":[0.99051374,0.00032688124,0.00020034028,0.0026347605,0.006102643,0.0000021741803,9.573739e-7,0.000022215914,0.00019627064],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998561,0.0000064297,0.00036466803,0.00017849388,0.00043364798,0.00045572178],"domain_scores_gemma":[0.9992994,0.00012118491,0.0002948672,0.00014186926,0.00012254262,0.00002012047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005202925,0.00023694542,0.00026955563,0.0004989369,0.0008628047,0.00021751405,0.00018674279,0.000034238008,0.00013049925],"category_scores_gemma":[0.00028914455,0.00016397482,0.00014838981,0.00050635525,0.00011032219,0.00051298336,0.00020880665,0.00018065963,0.00035566467],"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":[0.0010771232,0.00032370337,0.20975128,0.00007585409,0.00080407393,0.00018854062,0.00075032434,0.002444769,0.000233212,0.009544179,0.0751606,0.69964635],"study_design_scores_gemma":[0.00061965006,0.000022656648,0.9406458,0.00018411735,0.000031663243,0.000051299732,0.0012311137,0.00010510521,0.0000067008114,0.011594665,0.04526288,0.00024435372],"about_ca_topic_score_codex":0.00002135476,"about_ca_topic_score_gemma":0.000015894851,"teacher_disagreement_score":0.7308945,"about_ca_system_score_codex":0.00027298994,"about_ca_system_score_gemma":0.000014576966,"threshold_uncertainty_score":0.66866994},"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":"W2045462720","doi":"10.1108/15285810310813103","title":"Research analyst independence: Efforts to eliminate conflicts lead to conflicting requirements","year":2003,"lang":"en","type":"article","venue":"Journal of Investment Compliance","topic":"Regulation and Compliance Studies","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":"WiLAN (Canada)","funders":"","keywords":"Rulemaking; Settlement (finance); Enforcement; Negotiation; Business; Product (mathematics); Law and economics; Public relations; Economics; Finance; Law; Political science","score_opus":0.1916605775184669,"score_gpt":0.39796394550721487,"score_spread":0.20630336798874796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045462720","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":[0.8163456,0.0006427117,0.0040134504,0.007216697,0.0016096069,0.0010680475,0.0000019523454,0.00006289582,0.16903906],"genre_scores_gemma":[0.98191464,0.000017297,0.0030376466,0.012431301,0.00055687287,0.000025260539,0.0000012542399,0.00002729565,0.0019884352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669397,0.00006329672,0.0008344781,0.0003364148,0.0014801775,0.0005916826],"domain_scores_gemma":[0.99694324,0.00007508682,0.00056161487,0.00034768073,0.001964142,0.00010821309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025868963,0.00023951178,0.00044789273,0.0007890542,0.00048381332,0.0003886867,0.0005334185,0.00005847584,0.00013312543],"category_scores_gemma":[0.0006777575,0.0002122558,0.0001215302,0.0014752108,0.00009168811,0.0008237022,0.00021136214,0.00036616428,0.0006104954],"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":[0.001098914,0.0013641815,0.1439877,0.0011068401,0.0011912262,0.0006182481,0.0034531082,0.015291713,0.054649718,0.5159662,0.24024864,0.021023536],"study_design_scores_gemma":[0.0014834441,0.00025178143,0.08203997,0.001355119,0.00006714921,0.000040709638,0.0020550233,0.00074238144,0.0030240046,0.0069144038,0.9014459,0.0005801102],"about_ca_topic_score_codex":0.0000512133,"about_ca_topic_score_gemma":0.000027795011,"teacher_disagreement_score":0.6611973,"about_ca_system_score_codex":0.00018633044,"about_ca_system_score_gemma":0.00006287024,"threshold_uncertainty_score":0.86555403},"labels":[],"label_agreement":null},{"id":"W2046937139","doi":"10.1016/j.reseneeco.2007.12.001","title":"State enforcement of federal standards: Implications for interstate pollution","year":2008,"lang":"en","type":"article","venue":"Resource and Energy Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Chinese Academy of Agricultural Sciences; University of Victoria","keywords":"Enforcement; Clean Air Act; Incentive; Context (archaeology); Business; Public economics; State (computer science); Economics; Public administration; Air pollution; Political science; Microeconomics; Law; Computer science","score_opus":0.02630102977211715,"score_gpt":0.22615987669324947,"score_spread":0.19985884692113232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046937139","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":[0.9217469,0.00025118823,0.019469166,0.0027564226,0.000110433866,0.00013490728,0.00008138584,0.00005686581,0.055392727],"genre_scores_gemma":[0.9978888,0.0002907682,0.00008903475,0.000600898,0.00012656987,0.000020314237,0.000037657468,0.0000090595795,0.0009368753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955404,0.0000016630071,0.00018762713,0.000116891155,0.000026315363,0.00011347192],"domain_scores_gemma":[0.999687,0.000009929722,0.00013279027,0.00008665815,0.00007568579,0.0000078956255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006870309,0.00007316209,0.00012215975,0.000071449605,0.00022503668,0.00004068504,0.000051840867,0.00001553615,0.000012836849],"category_scores_gemma":[0.0000076263473,0.00007234376,0.000044822194,0.000042164833,0.000060942377,0.00019199622,0.000049428836,0.0000136814215,7.573387e-7],"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":[0.0003302015,0.000064004074,0.020900823,0.0001337869,0.00017492998,2.3797686e-7,0.00042708725,0.019511327,0.00010445771,0.82470655,0.02796288,0.10568372],"study_design_scores_gemma":[0.0004971121,0.000019933737,0.007818965,0.0000108131135,0.000009179432,0.0000013080981,0.00026314845,0.0077919145,0.000058295867,0.008926199,0.9744886,0.00011448454],"about_ca_topic_score_codex":0.00020317567,"about_ca_topic_score_gemma":0.00015218952,"teacher_disagreement_score":0.94652575,"about_ca_system_score_codex":0.000032822856,"about_ca_system_score_gemma":0.000011456223,"threshold_uncertainty_score":0.2950093},"labels":[],"label_agreement":null},{"id":"W2048037727","doi":"10.1057/sj.2013.11","title":"Introduction to special issue on new developments in corporate security and contract private security","year":2013,"lang":"en","type":"article","venue":"Security Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Victoria","funders":"","keywords":"Airport security; Private security; Business; Computer security; Law and economics; Internet privacy; Political science; Computer science; Public administration; Economics","score_opus":0.0179265133758322,"score_gpt":0.23017396882966884,"score_spread":0.21224745545383664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048037727","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":[0.9678668,0.000058466616,0.000025016418,0.017792031,0.0016636763,0.0004449363,0.0000011780611,0.00004151141,0.012106415],"genre_scores_gemma":[0.96846783,0.000057512705,0.00013241882,0.0021177996,0.02895192,0.000008977746,0.0000063537404,0.000016413054,0.00024076315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985077,0.000028117742,0.00043272827,0.00032140256,0.00034577708,0.00036428997],"domain_scores_gemma":[0.9992049,0.000016933893,0.0003554458,0.00013835079,0.00021212087,0.00007226654],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042119625,0.00022810962,0.0002937187,0.00030560265,0.00030263365,0.0006678432,0.00017157158,0.000070429785,0.0015691776],"category_scores_gemma":[0.00014401745,0.00020922572,0.000047048128,0.00042427806,0.000046470297,0.0012791611,0.0001434259,0.00041627267,0.00088696624],"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":[0.0004752735,0.00042786152,0.15614554,0.00014174721,0.00011562154,0.000056227887,0.0055737775,0.00009384374,0.00024500862,0.034698162,0.7391594,0.06286753],"study_design_scores_gemma":[0.0012356308,0.000032126532,0.35805255,0.000087069944,0.000012576772,0.000022813629,0.00041327582,0.00039198532,0.00006643112,0.12619692,0.5131426,0.00034603203],"about_ca_topic_score_codex":0.00022089858,"about_ca_topic_score_gemma":0.00034383385,"teacher_disagreement_score":0.22601683,"about_ca_system_score_codex":0.00008740705,"about_ca_system_score_gemma":0.000035499703,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W206086246","doi":"","title":"Adding Value to Your Domestic and International Compliance Audits","year":2004,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Women's Health Research Institute","funders":"","keywords":"Audit; Business; Compliance (psychology); Value (mathematics); Accounting; Mathematics; Statistics; Psychology","score_opus":0.06629917140595686,"score_gpt":0.30909721259472744,"score_spread":0.24279804118877057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W206086246","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":[0.30936047,0.00016866025,0.036390655,0.029946001,0.0019433028,0.00044820784,0.0000029537505,0.0004219759,0.62131774],"genre_scores_gemma":[0.9911965,0.000005339644,0.002028214,0.004029168,0.00053027767,0.000010033264,0.0000034864875,0.000007137216,0.0021898162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995056,9.185235e-7,0.0001049101,0.00016014534,0.000111900365,0.0001165518],"domain_scores_gemma":[0.99978834,0.000008478895,0.00004104325,0.00007051277,0.0000819596,0.000009687814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005110286,0.000080821774,0.000082192935,0.00008962599,0.00013058375,0.00017144726,0.00010641164,0.000012462491,0.00011817258],"category_scores_gemma":[0.000048328624,0.000071396564,0.000018823312,0.00016556762,0.000022797618,0.0003708142,0.00014245929,0.000030029092,0.0005202333],"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":[0.000019469504,0.000038904436,0.013549434,0.000045126882,0.00003562925,0.000006023835,0.00008245902,0.004075906,0.00029503633,0.9589292,0.006173522,0.016749334],"study_design_scores_gemma":[0.0013663436,0.000011675823,0.6719093,0.00024583458,0.000022323546,0.0000102382955,0.000525417,0.004024654,0.000023728146,0.06072663,0.26069075,0.0004431282],"about_ca_topic_score_codex":0.00006183218,"about_ca_topic_score_gemma":0.000022700411,"teacher_disagreement_score":0.89820254,"about_ca_system_score_codex":0.000021312193,"about_ca_system_score_gemma":0.000004315241,"threshold_uncertainty_score":0.668672},"labels":[],"label_agreement":null},{"id":"W2061841281","doi":"10.3152/147154301781781480","title":"Science and scientists in regulatory governance: a mezzo-level framework for analysis","year":2001,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Regulation and Compliance 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":"Carleton University","funders":"","keywords":"Corporate governance; Government (linguistics); Neglect; Business; Compliance (psychology); Macro; State (computer science); Public administration; Accounting; Political science; Finance; Psychology; Computer science","score_opus":0.060101994808090226,"score_gpt":0.32359838459566015,"score_spread":0.26349638978756995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061841281","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":[0.9510804,0.00029050783,0.0015125246,0.017141381,0.00022986479,0.00027957224,0.0000055361097,0.00004864167,0.029411597],"genre_scores_gemma":[0.9957509,0.00005866,0.00076527195,0.002618685,0.000305906,0.00001987869,8.196037e-7,0.00000441093,0.0004754607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978897,0.0000034012462,0.00018078362,0.0005233851,0.0008172116,0.00058554555],"domain_scores_gemma":[0.9988717,0.000034386114,0.00013313539,0.00025695332,0.0006501081,0.0000537136],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021088992,0.000116282514,0.0001775148,0.0018997897,0.0011327383,0.0013364818,0.00046338045,0.000030570453,0.000016326752],"category_scores_gemma":[0.0021962947,0.00010087043,0.000030870193,0.017726716,0.0024621906,0.0030089011,0.00033912918,0.000060696948,0.000006300144],"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":[0.0000049508462,0.000021201307,0.10307831,0.000016036402,0.0000067108417,5.5067807e-7,0.00009937063,0.0000061127103,0.0001492732,0.86138743,0.00041014052,0.03481992],"study_design_scores_gemma":[0.00021527603,0.0000059780073,0.91124064,0.000018698365,0.000015015925,0.0000017462863,0.0002028462,0.00765727,0.000008159233,0.03858878,0.041891057,0.00015453683],"about_ca_topic_score_codex":0.0007078972,"about_ca_topic_score_gemma":0.00042471336,"teacher_disagreement_score":0.8227986,"about_ca_system_score_codex":0.00012162024,"about_ca_system_score_gemma":0.0005873828,"threshold_uncertainty_score":0.99970025},"labels":[],"label_agreement":null},{"id":"W2063647865","doi":"10.2139/ssrn.2501383","title":"Implementing the Precautionary Principle in Urban Pest Management: The Quebec Experience","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Precautionary principle; PEST analysis; Environmental planning; Integrated pest management; Business; Environmental resource management; Geography; Environmental science; Ecology; Marketing; Biology","score_opus":0.010522822647248124,"score_gpt":0.24292595937996103,"score_spread":0.2324031367327129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063647865","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":[0.8792033,0.0018340208,0.00848019,0.01719257,0.000634246,0.0007217544,2.995986e-7,0.0001051774,0.09182843],"genre_scores_gemma":[0.9934436,0.00016716798,0.000013967265,0.00078822044,0.00088958384,0.000040213075,0.0000019256202,0.000012200536,0.004643139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978898,0.0000348819,0.00027908897,0.00016896997,0.00027576365,0.0013514541],"domain_scores_gemma":[0.99948764,0.000033961445,0.00020918858,0.00020788558,0.00005541574,0.0000059271397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019552198,0.00013009892,0.000102398706,0.00009168424,0.0010616621,0.00028359788,0.0005003985,0.000017958606,0.000056956724],"category_scores_gemma":[0.000033795714,0.000075677155,0.00006986963,0.00036501908,0.00007812813,0.00053101365,0.00025674168,0.000519795,0.000057428962],"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":[0.000012034846,0.000021097534,0.044328943,0.000009409163,0.000035661164,6.769536e-7,0.0002857981,0.00010927295,0.000007150696,0.92737865,0.00047696554,0.027334357],"study_design_scores_gemma":[0.0005697509,0.000011156478,0.2548089,0.00003779241,0.000029069452,0.000020054396,0.011660883,0.003531876,0.0000026576008,0.13460869,0.594523,0.00019616356],"about_ca_topic_score_codex":0.0005145039,"about_ca_topic_score_gemma":0.01482411,"teacher_disagreement_score":0.79276997,"about_ca_system_score_codex":0.00019334932,"about_ca_system_score_gemma":0.000066232686,"threshold_uncertainty_score":0.82722014},"labels":[],"label_agreement":null},{"id":"W2063946350","doi":"10.1016/s0095-0696(03)00079-2","title":"Inspections, warnings, and compliance: the case of petroleum storage regulation","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum; Probit model; Business; Compliance (psychology); State (computer science); Environmental economics; Economics; Computer science; Econometrics","score_opus":0.013023442088279406,"score_gpt":0.1951869221027643,"score_spread":0.1821634800144849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063946350","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":[0.9911457,0.0006676356,0.0002633436,0.00056319195,0.00016561645,0.00010670367,0.0000012539173,0.0000027356618,0.0070838537],"genre_scores_gemma":[0.9969293,0.002349734,0.00020693499,0.00018759358,0.000077030054,0.0000021839714,6.581979e-7,0.0000062559,0.0002403378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99953,0.0000072560288,0.00026292104,0.00008766885,0.00004132483,0.00007080554],"domain_scores_gemma":[0.9994926,0.000010651498,0.00039962333,0.00008070595,0.0000074029067,0.000009005263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233555,0.000078632445,0.00012912347,0.00008335515,0.00017755295,0.000060660343,0.000046522713,0.000013310513,0.000047160676],"category_scores_gemma":[0.0000032283685,0.00006134936,0.000038375216,0.000030345196,0.00009781669,0.00030778733,0.0000692599,0.00004764773,0.0000030317],"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":[0.0001784788,0.0004634089,0.051138442,0.0005217296,0.00084721606,0.00016530875,0.00066009926,0.014297907,0.0003856855,0.83766997,0.0046938476,0.08897793],"study_design_scores_gemma":[0.0019477562,0.00006848387,0.5524722,0.00006999346,0.00023138014,0.000494983,0.007792487,0.012711344,0.000028732406,0.014700021,0.4092058,0.00027683986],"about_ca_topic_score_codex":0.00000781429,"about_ca_topic_score_gemma":0.000009572305,"teacher_disagreement_score":0.8229699,"about_ca_system_score_codex":0.00003162646,"about_ca_system_score_gemma":0.0000014868203,"threshold_uncertainty_score":0.25017545},"labels":[],"label_agreement":null},{"id":"W2066948278","doi":"10.1057/sj.2013.12","title":"Multiplicities of corporate security: Identifying emerging types, trends and issues","year":2013,"lang":"en","type":"article","venue":"Security Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; University of Victoria; Chrysler (Canada)","funders":"","keywords":"Typology; Insourcing; Outsourcing; Accountability; Certification; Government (linguistics); Business; Corporate security; Accounting; Public relations; Public sector; Public administration; Corporate governance; Economics; Marketing; Political science; Sociology; Management; Finance; Law","score_opus":0.03578886053687689,"score_gpt":0.26441477329994295,"score_spread":0.22862591276306607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066948278","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":[0.9826869,0.0026135866,0.000070140224,0.003027969,0.00042451418,0.000074442985,0.0000013632679,0.000047014262,0.011054092],"genre_scores_gemma":[0.99821746,0.00023356057,0.00012689635,0.00020525657,0.00070937595,0.0000034531556,0.0000030898589,0.00001161085,0.0004893122],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99915665,0.000011911025,0.0002973574,0.00012485076,0.00021993424,0.00018926454],"domain_scores_gemma":[0.99916416,0.00001294914,0.00043716945,0.00009167229,0.0002773215,0.000016732747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021649805,0.00012701817,0.00021721491,0.00026953308,0.00029886578,0.00040399822,0.000118193915,0.000033786608,0.0005888166],"category_scores_gemma":[0.00003083493,0.00011090859,0.00006436973,0.0002635226,0.00009673422,0.001200459,0.00012669204,0.00015465601,0.000045793055],"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":[0.00012626802,0.00035432502,0.48007834,0.0016334022,0.00074306625,0.000054147105,0.016751679,0.0001191455,0.0039193174,0.13148187,0.14716986,0.21756856],"study_design_scores_gemma":[0.0019073439,0.00003586687,0.33027625,0.00050716335,0.00014988812,0.00007233803,0.0131491115,0.025564184,0.00033663976,0.5507945,0.07642553,0.0007812024],"about_ca_topic_score_codex":0.0002767698,"about_ca_topic_score_gemma":0.00007016158,"teacher_disagreement_score":0.4193126,"about_ca_system_score_codex":0.0000093068475,"about_ca_system_score_gemma":0.000005715698,"threshold_uncertainty_score":0.64471287},"labels":[],"label_agreement":null},{"id":"W2071780082","doi":"10.1108/13590791011033935","title":"Combating white‐collar crime in Canada: serving victim needs and market integrity","year":2010,"lang":"en","type":"article","venue":"Journal of Financial Crime","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Conceptual framework; Context (archaeology); White-collar crime; Politics; Originality; Law enforcement; Enforcement; Public relations; Value (mathematics); Law and economics; Sociology; Political science; Criminology; Law; Social science","score_opus":0.01413936084940573,"score_gpt":0.2191071237954945,"score_spread":0.20496776294608876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071780082","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":[0.97301507,0.00013799494,0.000055425404,0.002407729,0.0010672184,0.00007348205,9.029223e-7,0.000008121884,0.023234066],"genre_scores_gemma":[0.9970009,0.000010117819,0.00046462033,0.0014547984,0.0009605514,0.0000012287007,4.3147338e-7,0.0000096673375,0.00009772397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901366,0.00001123453,0.0004370284,0.00009152146,0.00024548947,0.0002010853],"domain_scores_gemma":[0.9991424,0.000043086864,0.00038403785,0.00008897281,0.00032220627,0.000019283527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005254335,0.00012764247,0.00028727495,0.00023585901,0.00015667979,0.00012064018,0.00017501469,0.00005075946,0.00014156438],"category_scores_gemma":[0.000451197,0.00011315792,0.000046439007,0.00039554134,0.00003102714,0.00062344916,0.00011243903,0.0004931027,0.0000028695054],"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":[0.000109462555,0.000048214784,0.9417481,0.00014090182,0.000016957772,0.00005846274,0.00025449583,0.000017339942,0.00086090475,0.008406178,0.036279503,0.012059477],"study_design_scores_gemma":[0.00043131976,0.000008648299,0.9663082,0.00009477138,0.000018776755,0.000013834485,0.00064436224,0.00085622043,0.000024845056,0.0014970531,0.02996952,0.00013247541],"about_ca_topic_score_codex":0.090413,"about_ca_topic_score_gemma":0.42200097,"teacher_disagreement_score":0.33158797,"about_ca_system_score_codex":0.000078252124,"about_ca_system_score_gemma":0.0003234466,"threshold_uncertainty_score":0.91564405},"labels":[],"label_agreement":null},{"id":"W2072365947","doi":"10.1177/0022185606059313","title":"International Labor Standards, Soft Regulation, and National Government Roles","year":2006,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Regulation and Compliance Studies","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":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Enforcement; Soft law; Imperfect; Government (linguistics); Position (finance); Government regulation; Political science; Economics; Public economics; Law and economics; International law; Law; Finance","score_opus":0.02343761066973306,"score_gpt":0.2507859541336377,"score_spread":0.22734834346390465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072365947","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":[0.52218026,0.0008873469,0.013120013,0.12105211,0.0052701575,0.0005991136,0.0001655517,0.0001141937,0.33661124],"genre_scores_gemma":[0.9933455,0.0000116984575,0.00030046672,0.00032465145,0.0048314156,0.000002520249,0.000011778637,0.000008871296,0.0011630867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833035,0.000008999669,0.00046477857,0.000086957654,0.0010221931,0.000086737404],"domain_scores_gemma":[0.9982942,0.00006520081,0.0005726196,0.00004554844,0.0010122317,0.000010244363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004956173,0.000088265086,0.00012888642,0.00014263907,0.00020068034,0.00020254955,0.000097469965,0.00006463159,0.00029954148],"category_scores_gemma":[0.00048059432,0.00007710193,0.000060255454,0.00021772872,0.000050157163,0.0009442069,0.000046627378,0.00014634755,0.000010693503],"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":[0.00019436392,0.00013018076,0.23992544,0.000006028022,0.00014553253,0.0000037908235,0.000038479233,0.009058531,0.0003364324,0.20362571,0.5322601,0.014275376],"study_design_scores_gemma":[0.001441665,0.000011180752,0.16722974,0.000059924867,0.00004182483,0.000008503165,0.00016234272,0.0015798027,0.000017930211,0.024687784,0.8046497,0.00010959386],"about_ca_topic_score_codex":0.000015878648,"about_ca_topic_score_gemma":0.000023814006,"teacher_disagreement_score":0.47116524,"about_ca_system_score_codex":0.00016578102,"about_ca_system_score_gemma":0.00006595909,"threshold_uncertainty_score":0.3279769},"labels":[],"label_agreement":null},{"id":"W2072597072","doi":"10.1111/j.1754-7121.2004.tb01182.x","title":"An auditor's best friend? Standing committees on public accounts","year":2004,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":19,"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":"Audit; Accounting; Business; Auditor's report","score_opus":0.04947295861859879,"score_gpt":0.26750217943808335,"score_spread":0.21802922081948456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072597072","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":[0.616826,0.000066460314,0.0017636929,0.18379158,0.003032348,0.00074821967,0.000066813554,0.00043004917,0.19327486],"genre_scores_gemma":[0.99437356,0.0000025153927,0.00006407676,0.002868015,0.0021669366,0.000037816964,0.00025044565,0.00002564133,0.00021099589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859154,0.000009845447,0.00025340452,0.00033715574,0.00032795503,0.00048008325],"domain_scores_gemma":[0.9990625,0.000012237955,0.0001609625,0.00033860214,0.00028965465,0.00013605547],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002105603,0.00020415917,0.00015328103,0.0005028549,0.0009080097,0.0017860816,0.00031205473,0.00009452813,0.0004075116],"category_scores_gemma":[0.00012837103,0.00021292448,0.0000484442,0.0005854156,0.00008870605,0.0029952482,0.00002107021,0.00013192359,0.00053428364],"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":[0.000009208936,0.00010209357,0.012037643,0.000020086673,0.00002069939,0.00001687202,0.000032247215,0.000013460094,0.000025021558,0.9725592,0.009370709,0.0057927235],"study_design_scores_gemma":[0.0005814625,0.000083609906,0.023903692,0.000030533487,0.000014321433,0.0000040558825,0.001370167,0.00037940324,0.000018800105,0.007090995,0.9661201,0.00040281285],"about_ca_topic_score_codex":0.002101165,"about_ca_topic_score_gemma":0.2852024,"teacher_disagreement_score":0.9654682,"about_ca_system_score_codex":0.00037912856,"about_ca_system_score_gemma":0.0005341644,"threshold_uncertainty_score":0.9992502},"labels":[],"label_agreement":null},{"id":"W2073115068","doi":"10.1016/j.cpa.2009.11.009","title":"The European Union's accounting policy analyzed from an ethical perspective: The case of petroleum resources, prospecting and evaluation","year":2010,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Accounting; Standardization; Politics; Legitimacy; Negotiation; Political science; Context (archaeology); European union; Mark-to-market accounting; Successor cardinal; Accounting standard; Financial accounting; Accounting information system; Business; Economics; Law; International trade","score_opus":0.021194241453954318,"score_gpt":0.3387042324529011,"score_spread":0.3175099909989468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073115068","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":[0.91768104,0.000352152,0.00014726561,0.024085607,0.00025728892,0.00034156538,0.000004852176,0.00013255462,0.056997664],"genre_scores_gemma":[0.994548,0.000011006693,0.0001464893,0.00078520173,0.004409941,0.000023711209,0.0000030949218,0.00004971221,0.000022843182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99739,0.0003645224,0.00046934877,0.00070229697,0.000606637,0.00046720513],"domain_scores_gemma":[0.9962221,0.0012614747,0.0003360892,0.0005238026,0.0016218292,0.000034695964],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005968214,0.0003055279,0.00028960608,0.00023538093,0.002771818,0.0014705022,0.0004507106,0.00012395036,0.0000628906],"category_scores_gemma":[0.009907073,0.00020228636,0.00012438616,0.00065989804,0.0012100403,0.00093589973,0.00035663787,0.0012798577,0.000022531343],"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":[0.00007922545,0.00016514411,0.013004899,0.0000424763,0.00010151934,0.00004770313,0.0060644574,0.00008043447,0.0026923986,0.9516891,0.00015022297,0.025882421],"study_design_scores_gemma":[0.0012743495,0.00004515455,0.53089285,0.00013683696,0.00029879753,0.00009581726,0.30939752,0.063401535,0.00004409191,0.09105206,0.0027127364,0.00064822315],"about_ca_topic_score_codex":0.0032062763,"about_ca_topic_score_gemma":0.0013825526,"teacher_disagreement_score":0.860637,"about_ca_system_score_codex":0.000100879304,"about_ca_system_score_gemma":0.00004270085,"threshold_uncertainty_score":0.9995661},"labels":[],"label_agreement":null},{"id":"W2074788000","doi":"10.1177/0964663904042554","title":"Resisting Neo-Liberalism: the Poisoned Water Disaster in Walkerton, Ontario","year":2004,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Liberalism; Resistance (ecology); Politics; Sociology; Context (archaeology); Law; Environmental governance; Power (physics); Hegemony; Government (linguistics); Public administration; Environmental ethics; Political science; Corporate governance; Political economy; History; Economics","score_opus":0.0482825791388401,"score_gpt":0.2710686036909216,"score_spread":0.22278602455208152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074788000","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":[0.903898,0.0003969961,0.000008889309,0.048456628,0.0004691193,0.00023507864,3.3908893e-7,0.00008181304,0.046453156],"genre_scores_gemma":[0.9905612,0.0000073264205,0.00001857851,0.0031950264,0.0012028138,0.000042802556,0.0000042098013,0.000015293303,0.0049527693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890727,0.000012141222,0.00027084243,0.00022260842,0.00022869246,0.0003584654],"domain_scores_gemma":[0.9996685,0.000020725676,0.00008224589,0.00010198767,0.00012198721,0.0000045609363],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020603927,0.00018269962,0.0002667071,0.0000534524,0.0013269598,0.0002305547,0.0001629874,0.00003614003,0.000048439808],"category_scores_gemma":[0.000036705525,0.000106868254,0.00009930945,0.00021112205,0.00019274275,0.0005348692,0.0002903797,0.00015958495,0.0001565742],"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":[0.0005838415,0.0004492654,0.21249484,0.00045931365,0.0012195123,0.00014510444,0.22981392,0.0008471544,0.00058034627,0.45238838,0.08716416,0.013854155],"study_design_scores_gemma":[0.0015885921,0.000011019593,0.5076415,0.000103312006,0.000080029655,0.0000010473989,0.021311253,0.000009779798,0.000047534577,0.064543106,0.40417323,0.0004896305],"about_ca_topic_score_codex":0.029867738,"about_ca_topic_score_gemma":0.18570554,"teacher_disagreement_score":0.38784528,"about_ca_system_score_codex":0.00017648132,"about_ca_system_score_gemma":0.0000150714295,"threshold_uncertainty_score":0.9999732},"labels":[],"label_agreement":null},{"id":"W2077513391","doi":"10.1177/105756770101100108","title":"Book Review: The Privatization of Policing: Two Views","year":2001,"lang":"en","type":"article","venue":"International Criminal Justice Review","topic":"Regulation and Compliance Studies","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":"Dalhousie University; University of King's College","funders":"","keywords":"Criminology; Sociology; Political science","score_opus":0.07323976182244257,"score_gpt":0.3547166201503722,"score_spread":0.2814768583279296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077513391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001458085,0.86910695,0.0014634159,0.052484903,0.00055992586,0.00061015674,0.0000017549177,0.00004089782,0.07558617],"genre_scores_gemma":[0.0028868085,0.7600577,0.00006706891,0.2336704,0.0010870529,0.000052212585,0.000035127017,0.000012923225,0.0021307254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987826,0.000020307589,0.0005236389,0.00015682318,0.00039551008,0.00012114521],"domain_scores_gemma":[0.99868286,0.000057582598,0.00048826917,0.00021893582,0.00054499175,0.000007389418],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038277058,0.00013336887,0.00026876002,0.00006555096,0.00010763946,0.000042268566,0.000399982,0.000012423804,0.0014010891],"category_scores_gemma":[0.00046190657,0.00008903005,0.00012644097,0.00033050252,0.000055883193,0.00046985643,0.0001226166,0.00007461618,0.00027674422],"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":[0.000011597207,0.00005037758,0.0002871399,0.01998853,0.000046280693,0.0000030633928,0.000031478918,0.000025977968,0.000022449038,0.039309982,0.8998871,0.040336065],"study_design_scores_gemma":[0.000106357715,0.0000036159804,0.0016000855,0.010607622,0.0008263529,0.00001232722,0.000041484596,0.00039426365,0.000002762394,0.00016017236,0.9861488,0.00009618577],"about_ca_topic_score_codex":0.0000671608,"about_ca_topic_score_gemma":0.000011547961,"teacher_disagreement_score":0.1811855,"about_ca_system_score_codex":0.000024944658,"about_ca_system_score_gemma":0.000011963546,"threshold_uncertainty_score":0.9995118},"labels":[],"label_agreement":null},{"id":"W2081212723","doi":"10.5547/2160-5890.1.1.6","title":"Regulation and Customer Engagement","year":2011,"lang":"en","type":"article","venue":"Economics of Energy and Environmental Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":21,"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":"Customer engagement; Business; Computer science; World Wide Web; Social media","score_opus":0.023591231422910995,"score_gpt":0.18832091135411977,"score_spread":0.16472967993120877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081212723","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":[0.9047432,0.00009664883,0.000038811122,0.00016696869,0.000041315066,0.000028524886,0.0000017404859,0.000008926821,0.09487385],"genre_scores_gemma":[0.9983324,0.00036695044,0.00009575139,0.00050218566,0.00017817625,0.000004025163,0.000008902283,0.000006713396,0.0005049279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9996782,0.0000024202634,0.00011565772,0.00010807858,0.000020054425,0.00007561651],"domain_scores_gemma":[0.9998335,0.000004128953,0.00008258629,0.000070361755,0.0000017320501,0.0000076748665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045519584,0.00006997342,0.00008369035,0.00008269031,0.000079406454,0.0000142114495,0.000034092427,0.00002056474,0.0001321012],"category_scores_gemma":[0.0000020822108,0.00007084471,0.000017601318,0.000022375243,0.00010370022,0.00029030777,0.000107220156,0.000014431406,0.000010177551],"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":[0.00003447905,0.000057989055,0.04336345,0.000023246126,0.000046087738,2.2903288e-7,0.00017410281,0.00013182561,0.00047537606,0.907494,0.00046610518,0.04773312],"study_design_scores_gemma":[0.00040978784,0.000011049666,0.8797497,0.0000067167252,0.000018211915,0.0000011272351,0.00041739605,0.0015175302,0.0004204055,0.037177477,0.08009534,0.00017524762],"about_ca_topic_score_codex":0.00033199976,"about_ca_topic_score_gemma":0.000031720632,"teacher_disagreement_score":0.8703165,"about_ca_system_score_codex":0.0000116239935,"about_ca_system_score_gemma":0.0000016067171,"threshold_uncertainty_score":0.28889635},"labels":[],"label_agreement":null},{"id":"W2081331462","doi":"10.1177/0886368715572530","title":"Reflections on the State of Workers’ Compensation and Occupational Health &amp; Safety in the United States and Canada","year":2015,"lang":"en","type":"article","venue":"Compensation & Benefits Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"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":"Compensation (psychology); Workers' compensation; State (computer science); Occupational safety and health; Empirical research; Political science; Law; Business; Public relations; Psychology; Social psychology","score_opus":0.16211025685818764,"score_gpt":0.3398364110634572,"score_spread":0.17772615420526955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081331462","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":[0.76638055,0.02460947,0.0005722482,0.2016577,0.00030168088,0.0023645093,0.00003941721,0.00005062948,0.0040238076],"genre_scores_gemma":[0.9610048,0.009824785,0.00008661749,0.028608724,0.00006287765,0.00003706396,0.00030507284,0.000009054643,0.000061026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902344,0.000088960325,0.00036056177,0.00013387048,0.00028021607,0.0001129719],"domain_scores_gemma":[0.9990881,0.00018659359,0.00030265856,0.00015443498,0.00025595352,0.000012246183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090446364,0.000104504936,0.00019683657,0.00008478975,0.00024747252,0.000058699614,0.00009133697,0.000009411587,0.000017083019],"category_scores_gemma":[0.00013156254,0.000059589576,0.00001531837,0.0005522114,0.000052804808,0.00014182583,0.000043358883,0.00007639226,0.0000055700766],"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":[0.00033351235,0.00024859642,0.20751832,0.0036210434,0.000137257,0.0000014313815,0.0037505415,0.042262346,0.0000043224322,0.3970793,0.2023739,0.14266944],"study_design_scores_gemma":[0.00031675017,0.0000128675065,0.74395907,0.0011756099,0.000018069542,0.0000017899023,0.0006689746,0.0016280705,1.846293e-7,0.003783164,0.24832068,0.00011475896],"about_ca_topic_score_codex":0.14820333,"about_ca_topic_score_gemma":0.38622174,"teacher_disagreement_score":0.53644073,"about_ca_system_score_codex":0.00005714414,"about_ca_system_score_gemma":0.00008863787,"threshold_uncertainty_score":0.85746884},"labels":[],"label_agreement":null},{"id":"W2084758112","doi":"10.1093/jleo/ewp042","title":"Information Asymmetries and Regulatory Decision Costs: An Analysis of U.S. Electric Utility Rate Changes 1980-2000","year":2010,"lang":"en","type":"article","venue":"The Journal of Law Economics and Organization","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":45,"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":"Exploit; Information asymmetry; Regulator; Business; Electric utility; Regulatory reform; Natural experiment; Expected utility hypothesis; Public economics; Economics; Microeconomics; Actuarial science; Industrial organization; Computer science; Financial economics; Computer security; Biology","score_opus":0.00794986443228753,"score_gpt":0.2010731967705984,"score_spread":0.19312333233831086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084758112","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":[0.99844986,0.00008673779,0.00055038335,0.00038923827,0.00010048897,0.000047411897,0.0000014353739,0.0000045863785,0.00036983885],"genre_scores_gemma":[0.9989107,0.000552809,0.000053581163,0.00036013406,0.000106104155,1.4062195e-7,0.000008211692,0.000004119071,0.0000041579415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99957496,0.000009365568,0.00027311136,0.000039119812,0.0000510057,0.00005241712],"domain_scores_gemma":[0.99897254,0.000046559224,0.0005245168,0.00009167168,0.0003554797,0.000009239679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006601113,0.000060259787,0.00016310894,0.00026352768,0.00016159033,0.0001362859,0.00007683331,0.000030415511,0.000022488975],"category_scores_gemma":[0.00007556282,0.000043778702,0.000016785392,0.00045623508,0.000054750868,0.0011753653,0.00003633628,0.00005375402,0.0000010325111],"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":[0.0003707185,0.000090519316,0.28551978,0.00007925989,0.0006608854,2.111567e-7,0.0022576987,0.0022443137,0.0031866904,0.5517343,0.00020599416,0.1536496],"study_design_scores_gemma":[0.00029573636,0.000020977706,0.96631545,0.0000068233835,0.00034069197,0.0000028124064,0.0004038363,0.020948015,0.00070859137,0.0036460925,0.007231896,0.00007908365],"about_ca_topic_score_codex":0.000086581065,"about_ca_topic_score_gemma":0.0005917328,"teacher_disagreement_score":0.68079567,"about_ca_system_score_codex":0.000014513939,"about_ca_system_score_gemma":0.000013611572,"threshold_uncertainty_score":0.17852436},"labels":[],"label_agreement":null},{"id":"W2085237888","doi":"10.3917/risa.803.0515","title":"La réglementation et le temps : Les régimes temporels dans l'élaboration de la réglementation","year":2014,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","topic":"Regulation and Compliance 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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.060439785429574525,"score_gpt":0.34799975546933,"score_spread":0.2875599700397555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085237888","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":[0.50651485,0.0019503268,0.058864124,0.018669209,0.00068055314,0.00043192267,0.000036646885,0.00011747853,0.4127349],"genre_scores_gemma":[0.9835346,0.0004042345,0.00702515,0.00036690672,0.0005487348,0.00007104781,0.000099650155,0.000019878638,0.007929824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99790514,0.0003690866,0.0005319814,0.00046632992,0.00044506602,0.00028237177],"domain_scores_gemma":[0.9982909,0.00058952864,0.0005829397,0.00012985615,0.0003757245,0.000031044034],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018101981,0.00026386313,0.00021402222,0.00026031464,0.000989314,0.0013635326,0.00037669312,0.00009816074,0.00029879762],"category_scores_gemma":[0.0005172726,0.00027733482,0.00010296984,0.00059642084,0.002082996,0.0029807407,0.00010113608,0.00015541683,0.00006736703],"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":[0.000017648714,0.00022610357,0.159927,0.00026168782,0.00005824772,0.000004106004,0.0023846019,0.0014741741,0.0012938719,0.8113723,0.0009362354,0.022044035],"study_design_scores_gemma":[0.0011740706,0.00021887352,0.5761423,0.0012009972,0.00009243903,0.000040231578,0.030538473,0.040035613,0.0017549776,0.106065795,0.24206987,0.0006663244],"about_ca_topic_score_codex":0.00059234747,"about_ca_topic_score_gemma":0.0014595464,"teacher_disagreement_score":0.7053065,"about_ca_system_score_codex":0.0001568746,"about_ca_system_score_gemma":0.00023603259,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W2086012822","doi":"10.1007/s11077-006-9008-5","title":"Self-Regulation as Policy Process: The Multiple and Criss-Crossing Stages of Private Rule-Making","year":2006,"lang":"en","type":"article","venue":"Policy Sciences","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Process (computing); Autonomy; Simplicity; Public policy; Identification (biology); Determinism; Law and economics; Policy studies; Coherence (philosophical gambling strategy); Public economics; Political science; Economics; Computer science; Law; Epistemology","score_opus":0.025284700166380826,"score_gpt":0.3156833369638968,"score_spread":0.29039863679751593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086012822","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":[0.96468776,0.00017358274,0.000098984194,0.006559707,0.000047648693,0.00015920731,8.767646e-7,0.00007986606,0.028192358],"genre_scores_gemma":[0.9980378,0.0000050865815,0.00036511107,0.0005869356,0.0008585452,0.000007797775,7.9590046e-7,0.000005915177,0.00013200665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990655,0.000008789721,0.00020603319,0.00019853258,0.00028990657,0.00023120514],"domain_scores_gemma":[0.99947983,0.000055720575,0.00025397126,0.00010354052,0.000101638136,0.0000052700866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031123727,0.00010828864,0.00011583329,0.00026019802,0.0011436503,0.00067690155,0.00021417139,0.000020254267,0.0000068687755],"category_scores_gemma":[0.00022915931,0.000071708055,0.000029108813,0.0010935577,0.00063570257,0.0009069413,0.00010959172,0.00003508553,0.000009866168],"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":[0.000007694973,0.000034456745,0.47139254,0.00017279417,0.000010008824,2.3816463e-7,0.00086000405,0.0014740374,0.0010189784,0.517703,0.0001358458,0.0071903616],"study_design_scores_gemma":[0.00018991395,0.000007141221,0.7559101,0.00005920586,0.0000114307295,0.000001340407,0.0006931047,0.012083514,0.00048296945,0.22589381,0.0045240573,0.00014339495],"about_ca_topic_score_codex":0.0018268542,"about_ca_topic_score_gemma":0.00008954091,"teacher_disagreement_score":0.29180923,"about_ca_system_score_codex":0.000013408741,"about_ca_system_score_gemma":0.000068990164,"threshold_uncertainty_score":0.8796149},"labels":[],"label_agreement":null},{"id":"W2086571715","doi":"10.1093/joclec/nhn023","title":"CHANGING THE PRESUMPTION OF WHEN TO REGULATE: THE RATIONALE OF CANADIAN TELECOMMUNICATIONS REFORM","year":2008,"lang":"en","type":"article","venue":"Journal of Competition Law & Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"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":"Presumption; Regulator; Regulatory reform; Business; Process (computing); Telecommunications; Industrial organization; Economics; Market economy; Engineering; Political science; Law; Computer science","score_opus":0.0418926697198889,"score_gpt":0.21618546344877723,"score_spread":0.17429279372888834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086571715","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":[0.8682931,0.0001506162,0.00043226397,0.03996086,0.00032908763,0.0002915454,0.000008036892,0.000007380803,0.09052708],"genre_scores_gemma":[0.99756026,0.00014756335,0.00044194827,0.0013089557,0.00031122688,0.0000046636164,0.0000065753006,0.0000058853298,0.0002129159],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993636,0.000011579845,0.00041509242,0.000044263485,0.00007681191,0.000088663626],"domain_scores_gemma":[0.99886286,0.000037675687,0.0005593325,0.00019866538,0.0003297986,0.000011638118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035201194,0.000056340694,0.00013635683,0.0002594772,0.00038476282,0.00003462637,0.00027927427,0.000018425033,0.00009873348],"category_scores_gemma":[0.000016522987,0.000038814243,0.000079657424,0.0002011719,0.00010726181,0.00041152386,0.000049282837,0.00006759928,0.0000119818405],"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":[0.000022815098,0.000022076681,0.00060489896,0.000015122373,0.00004582189,1.8008242e-7,0.00069209316,0.008233306,0.00008149204,0.98838353,0.0015021269,0.00039654408],"study_design_scores_gemma":[0.0005800209,0.00003242946,0.09697374,0.00014181827,0.000061015617,0.000036403613,0.0036442662,0.0035019487,0.00042608392,0.031875327,0.86255705,0.00016990109],"about_ca_topic_score_codex":0.0025123486,"about_ca_topic_score_gemma":0.022008503,"teacher_disagreement_score":0.9565082,"about_ca_system_score_codex":0.00007098931,"about_ca_system_score_gemma":0.000049191738,"threshold_uncertainty_score":0.9958373},"labels":[],"label_agreement":null},{"id":"W2087156328","doi":"10.3138/cpp.39.3.359","title":"Making Good Regulations","year":2013,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Process (computing); Work (physics); Quality (philosophy); Business; Public interest; Process management; Public economics; Risk analysis (engineering); Economics; Law and economics; Political science; Computer science; Engineering; Law","score_opus":0.056252013660520885,"score_gpt":0.2635499739800133,"score_spread":0.2072979603194924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087156328","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":[0.027786652,0.000052450017,0.0000901173,0.12884882,0.0002248968,0.00023922858,0.000003540266,0.00014749449,0.8426068],"genre_scores_gemma":[0.97689986,0.0000010811204,0.00007141509,0.015333448,0.0018525536,0.00005175699,0.000016863125,0.000016883187,0.0057561523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991241,0.0000038859434,0.00014390443,0.00015854395,0.00011042075,0.00045910766],"domain_scores_gemma":[0.99944437,0.000008051789,0.000068162946,0.00023236587,0.00018881957,0.000058234167],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000062529005,0.000108186185,0.00009781271,0.000751876,0.00046891955,0.0007265149,0.00021228693,0.00004062832,0.0017619627],"category_scores_gemma":[0.00014558758,0.00010869692,0.000046377223,0.0008941508,0.000057924408,0.0012721682,0.000053294036,0.000056946985,0.0027877796],"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":[1.3440236e-7,0.0000038486105,0.015860647,0.000008436865,0.000010664116,6.7563633e-7,0.000014601052,0.0000051382863,0.0000051857137,0.8465207,0.1108236,0.026746327],"study_design_scores_gemma":[0.00007551695,6.2858396e-7,0.31418684,0.000006365644,0.0000027654746,0.0000010618808,0.000072422976,0.0010072517,2.1193198e-7,0.020471158,0.66406476,0.00011100469],"about_ca_topic_score_codex":0.20428267,"about_ca_topic_score_gemma":0.15947755,"teacher_disagreement_score":0.9491132,"about_ca_system_score_codex":0.00014554028,"about_ca_system_score_gemma":0.0003273153,"threshold_uncertainty_score":0.9991506},"labels":[],"label_agreement":null},{"id":"W2088988601","doi":"10.7202/043478ar","title":"Les ententes portant immunité de poursuite et substitution de norme en droit de l'environnement québécois","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.010814681640877961,"score_gpt":0.22527141296746866,"score_spread":0.2144567313265907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088988601","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":[0.9239126,0.010994479,0.032170605,0.018972857,0.00027268459,0.00033712893,0.000020562771,0.0001622772,0.01315679],"genre_scores_gemma":[0.96882623,0.0028360235,0.0027119773,0.0047585173,0.00094564876,0.00006368428,0.00009283015,0.00006004358,0.019705066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976685,0.00009131761,0.0005091921,0.00038884403,0.00033285216,0.0010092597],"domain_scores_gemma":[0.9989836,0.00010804233,0.00034632446,0.00036015586,0.00012047823,0.000081352126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009821001,0.00040016865,0.00036916084,0.00024725456,0.00074803206,0.00034283605,0.00042813036,0.00030551362,0.00060705707],"category_scores_gemma":[0.00018583132,0.00047762715,0.00027508073,0.00032569203,0.00045741285,0.0007904266,0.0001445955,0.00056421774,0.0002742047],"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":[0.00012841568,0.00050832663,0.36989814,0.00052915287,0.0004603068,0.00010191648,0.004680395,0.0077541703,0.002649787,0.51758033,0.0035971706,0.09211191],"study_design_scores_gemma":[0.0009894767,0.00002921633,0.5638476,0.00043692076,0.00036751703,0.000055638862,0.005394294,0.011772991,0.00031366895,0.008647435,0.40751857,0.00062666327],"about_ca_topic_score_codex":0.018303687,"about_ca_topic_score_gemma":0.016245741,"teacher_disagreement_score":0.5089329,"about_ca_system_score_codex":0.0026955362,"about_ca_system_score_gemma":0.00014993639,"threshold_uncertainty_score":0.99976754},"labels":[],"label_agreement":null},{"id":"W2089297882","doi":"10.7202/1018984ar","title":"Clearing the Air? Information Disclosure, Systems of Power, and the National Pollution Release Inventory","year":2013,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Corporate governance; Clearing; Pollution; Business; Environmental economics; Environmental resource management; Economics; Finance","score_opus":0.017023237672447247,"score_gpt":0.209207272900385,"score_spread":0.19218403522793776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089297882","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":[0.21900797,0.0009203306,0.0006353072,0.023400988,0.0017748798,0.0010336433,0.000008278629,0.00008058899,0.753138],"genre_scores_gemma":[0.998447,0.00001999174,0.0000071713707,0.0012265679,0.00023216943,0.000009723923,0.0000012344528,0.0000036326032,0.000052531843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928,0.000021664608,0.00026409148,0.000040809304,0.00030457653,0.000088893095],"domain_scores_gemma":[0.9992703,0.000021417476,0.0003186597,0.000054536064,0.0003277508,0.000007286426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00049405807,0.00006359311,0.000087887,0.000052076946,0.0014571688,0.00020781899,0.000103452214,0.000018371196,0.000025199151],"category_scores_gemma":[0.00006559904,0.00003281303,0.000047693065,0.00010677665,0.00014163378,0.001601542,0.000067104,0.000102184866,0.00004331571],"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":[0.000025577183,0.000007780342,0.001128536,0.000029508461,0.00003177765,8.551782e-8,0.000048590486,0.0010474048,0.000005644103,0.99388945,0.0025658873,0.0012197866],"study_design_scores_gemma":[0.0021948712,0.000012757076,0.25041646,0.00015229279,0.000050482566,0.00004120431,0.0028764573,0.027346302,0.000007644368,0.027673582,0.68904054,0.00018742189],"about_ca_topic_score_codex":0.0007159822,"about_ca_topic_score_gemma":0.00006605579,"teacher_disagreement_score":0.96621585,"about_ca_system_score_codex":0.000021125694,"about_ca_system_score_gemma":0.0000023151376,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W2089588104","doi":"10.1057/iga.2012.4","title":"Lobbying and transparency: A comparative analysis of regulatory reform","year":2012,"lang":"en","type":"article","venue":"Interest Groups & Advocacy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":132,"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); Democracy; Political science; Government (linguistics); Public administration; Politics; Political economy; Law; Sociology","score_opus":0.07461150321584789,"score_gpt":0.2961485385374588,"score_spread":0.22153703532161093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089588104","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":[0.975754,0.0005892215,0.0004829142,0.00019661535,0.00016515619,0.00010309543,0.000001668773,0.000048681166,0.022658627],"genre_scores_gemma":[0.9993077,0.0000113572705,0.00008729282,0.00022598094,0.0002444191,0.000010631233,0.000014045788,0.000007615741,0.00009096797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915147,0.00000850833,0.0003187231,0.00016728911,0.0001384222,0.00021557897],"domain_scores_gemma":[0.9994566,0.000024402805,0.00020724643,0.00019662178,0.000098087105,0.000017064225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014239288,0.0001477747,0.00036985683,0.0003433587,0.00010383969,0.00004901119,0.00012313621,0.0000324613,0.00014027151],"category_scores_gemma":[0.000010951927,0.00012386797,0.000119527416,0.0006458004,0.00012547187,0.0008495312,0.00008612267,0.00006851719,0.000029897088],"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":[0.00015510176,0.00028085645,0.74404514,0.00025668944,0.001750588,0.0000019734637,0.0052238316,0.00009123428,0.0015744659,0.23858239,0.0011323919,0.0069053387],"study_design_scores_gemma":[0.0003018663,0.000009010748,0.98487395,0.00006968353,0.00053756783,6.6876095e-7,0.0044109,0.0017542812,0.000099975296,0.0010384906,0.0067160716,0.00018753453],"about_ca_topic_score_codex":0.00028976914,"about_ca_topic_score_gemma":0.00029399226,"teacher_disagreement_score":0.24082881,"about_ca_system_score_codex":0.000032086667,"about_ca_system_score_gemma":0.000005347678,"threshold_uncertainty_score":0.5051189},"labels":[],"label_agreement":null},{"id":"W2095411304","doi":"10.5840/beq20147212","title":"A Responsive Approach to Organizational Misconduct: Rehabilitation, Reintegration, and the Reduction of Reoffense","year":2014,"lang":"en","type":"article","venue":"Business Ethics Quarterly","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":42,"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 British Columbia; Simon Fraser University","funders":"","keywords":"Misconduct; Punitive damages; Rehabilitation; Work (physics); Criminology; Whistle blowing; Public relations; Psychology; Political science; Law; Engineering","score_opus":0.025624127449964472,"score_gpt":0.24174404329479734,"score_spread":0.21611991584483287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095411304","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":[0.53869635,0.00019733942,0.14977136,0.27600524,0.0013927399,0.002062755,0.000005794139,0.00025754544,0.03161088],"genre_scores_gemma":[0.9948924,0.0000035930873,0.0028764184,0.0013312758,0.00050233176,0.000048432335,0.000024696368,0.000017525712,0.00030329387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988302,0.00010823599,0.0003533208,0.00026545482,0.00032883915,0.00011393982],"domain_scores_gemma":[0.99633324,0.0004347256,0.00023650168,0.00027410535,0.0027116784,0.000009760978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014909853,0.00013898348,0.0002205313,0.00018605776,0.00037241945,0.00015112812,0.00013584986,0.00008224696,0.00001368681],"category_scores_gemma":[0.0029837028,0.00009529776,0.000034823628,0.0010132726,0.00040808207,0.00042922903,0.00003278517,0.00016050253,0.000021916547],"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":[0.0003290746,0.00004271954,0.00038572532,0.00020587599,0.000018978883,5.433971e-8,0.0066667027,0.00023157285,0.000538927,0.98657507,0.0033305637,0.0016747597],"study_design_scores_gemma":[0.0046829856,0.00018649746,0.3017829,0.00038929252,0.00019167503,0.000025144034,0.03094613,0.01079487,0.00006336176,0.60284287,0.047274936,0.0008193463],"about_ca_topic_score_codex":0.00020359457,"about_ca_topic_score_gemma":0.00003737091,"teacher_disagreement_score":0.4561961,"about_ca_system_score_codex":0.0000124075905,"about_ca_system_score_gemma":0.000046677964,"threshold_uncertainty_score":0.388613},"labels":[],"label_agreement":null},{"id":"W2102250295","doi":"10.1111/j.1748-5991.2012.01148.x","title":"Civil society and the regulatory state of the South: A commentary","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Civil society; CONTEST; State (computer science); Regulatory state; Shadow (psychology); Politics; Political science; Law and economics; Action (physics); Law; Sociology; Public administration","score_opus":0.012829536069608028,"score_gpt":0.19805678947831482,"score_spread":0.1852272534087068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102250295","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":[0.969936,0.0022068678,0.0005572446,0.020545615,0.0005607637,0.0004589662,0.00000770471,0.000050074912,0.0056767236],"genre_scores_gemma":[0.9952078,0.000036522764,0.00004949459,0.003401051,0.00041636967,0.000011810183,0.0000021060591,0.00001013631,0.00086469343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921125,0.000015408703,0.00020851176,0.00010853977,0.00029809578,0.00015819636],"domain_scores_gemma":[0.999054,0.000038905247,0.0005602503,0.00026949894,0.00007099563,0.0000063236616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035183475,0.00010520331,0.00014078549,0.000008766222,0.00028849478,0.000043402553,0.00014720856,0.000019990257,0.00003901811],"category_scores_gemma":[0.000029146384,0.00006108376,0.000110067485,0.00021328077,0.00033504263,0.000519385,0.00018650005,0.000063550615,0.000009217858],"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":[0.00016788773,0.00007852498,0.5593003,0.00022888459,0.0001607663,6.788115e-8,0.0034895907,0.00084127835,0.00036311525,0.28959912,0.12543844,0.020332059],"study_design_scores_gemma":[0.0006618406,8.2844883e-7,0.9140974,0.000041103187,0.000026248188,4.0748287e-7,0.00013487438,0.002842243,0.000046500143,0.0037268326,0.078342825,0.000078870464],"about_ca_topic_score_codex":0.00007172919,"about_ca_topic_score_gemma":0.000039528455,"teacher_disagreement_score":0.35479715,"about_ca_system_score_codex":0.000023410801,"about_ca_system_score_gemma":0.0000054762454,"threshold_uncertainty_score":0.24909234},"labels":[],"label_agreement":null},{"id":"W2103076319","doi":"10.1017/s0008423907070953","title":"Rules, Rules, Rules, Rules: Multilevel Regulatory Governance","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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 Victoria","funders":"","keywords":"Corporate governance; Multi-level governance; Politics; Political science; Public administration; Law and economics; Sociology; Economics; Law; Management","score_opus":0.02645639574146146,"score_gpt":0.25401953265562927,"score_spread":0.2275631369141678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103076319","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":[0.91550463,0.00106621,0.0015256291,0.004488426,0.00191851,0.00018532117,0.00006030433,0.0000397701,0.07521117],"genre_scores_gemma":[0.9929226,0.000006555247,0.0014458844,0.00318066,0.0017521924,0.0000012076634,0.000003769797,0.00001812637,0.0006690296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99658084,0.000010666921,0.0006473422,0.00032306998,0.0008541063,0.0015839876],"domain_scores_gemma":[0.997859,0.000074034644,0.00038814274,0.00030425834,0.00074539136,0.00062918407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641822,0.0002330495,0.00032041376,0.00043533513,0.0007748811,0.00047648323,0.0009785008,0.000079327314,0.00043563521],"category_scores_gemma":[0.0008918016,0.00020430275,0.00014121889,0.00047436912,0.0014580461,0.0015208693,0.00009596357,0.00029494407,0.0004950627],"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":[0.000008468508,0.000019239682,0.010998622,0.00002639229,0.000010344674,0.000094959374,0.000038302227,0.00000809315,0.00009548327,0.97156876,0.0069054537,0.0102258995],"study_design_scores_gemma":[0.0003435885,0.000013648754,0.86644346,0.00015910299,0.000021147307,0.00004536319,0.00025130692,0.00037010072,0.000057105754,0.024724733,0.107301354,0.0002691024],"about_ca_topic_score_codex":0.015447095,"about_ca_topic_score_gemma":0.010155254,"teacher_disagreement_score":0.946844,"about_ca_system_score_codex":0.0007259775,"about_ca_system_score_gemma":0.0011526559,"threshold_uncertainty_score":0.99110913},"labels":[],"label_agreement":null},{"id":"W2103242633","doi":"10.1111/j.1468-0491.2009.01468.x","title":"Regulating Rule‐Making via Impact Assessment","year":2009,"lang":"en","type":"article","venue":"Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":69,"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":"Politics; Control (management); Dimension (graph theory); Kingdom; Economics; Political economy; Political science; Empirical evidence; Economy; Public economics; Public administration; Law; Management","score_opus":0.0174129564977969,"score_gpt":0.2911453725540393,"score_spread":0.2737324160562424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103242633","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":[0.5464926,0.00042499966,0.010476638,0.0061103757,0.00064923184,0.00031407547,0.0000021889944,0.00040006838,0.43512988],"genre_scores_gemma":[0.9955216,0.000006984283,0.0010585296,0.001905531,0.0008702072,0.000004715488,0.0000031898978,0.000010579711,0.0006186802],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905396,0.0000029955909,0.00019348321,0.00021256678,0.0002853367,0.00025163405],"domain_scores_gemma":[0.9994092,0.000009456339,0.00029470044,0.00020336911,0.000076954355,0.000006293682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011890061,0.00014777387,0.00016308014,0.000029788445,0.00022696679,0.00018892244,0.00015879718,0.000026587597,0.00015770415],"category_scores_gemma":[0.000026310232,0.00012809911,0.00009152345,0.00027365386,0.000020894739,0.000767042,0.00006024567,0.00008187323,0.00012781116],"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":[0.00006892093,0.00016713256,0.24291116,0.00009009752,0.0000766288,0.000020485671,0.000114473885,0.004272912,0.0037681423,0.28203765,0.0340202,0.4324522],"study_design_scores_gemma":[0.00023087562,0.000007058427,0.95826054,0.000072750605,0.0000090024805,0.0000015604242,0.000018500412,0.011642248,0.000020994501,0.011703571,0.017859865,0.00017300813],"about_ca_topic_score_codex":0.00006029951,"about_ca_topic_score_gemma":0.000008751727,"teacher_disagreement_score":0.7153494,"about_ca_system_score_codex":0.00008266222,"about_ca_system_score_gemma":0.000011058059,"threshold_uncertainty_score":0.522373},"labels":[],"label_agreement":null},{"id":"W2109428029","doi":"10.1016/j.ijlp.2009.12.009","title":"Causes in the construction of causal law: A psycho-ecological model","year":2010,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":15,"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":"Plaintiff; Action (physics); Work (physics); Mental health; Relation (database); Law; Psychology; Malingering; Scientific evidence; Sociology; Political science; Computer science; Engineering; Epistemology; Psychiatry","score_opus":0.022448813505822084,"score_gpt":0.28634677928869806,"score_spread":0.263897965782876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109428029","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":[0.9401511,0.00008773416,0.00023185094,0.012198211,0.0027107657,0.0000448399,0.0000019346246,0.000004429375,0.04456917],"genre_scores_gemma":[0.99446887,0.000018688961,0.0011802723,0.0033884314,0.00092333916,0.0000012673534,8.924618e-7,0.000002722223,0.000015494936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99939495,0.000007777223,0.0002691563,0.000058185196,0.0002135894,0.000056317782],"domain_scores_gemma":[0.9994712,0.00002433364,0.00025446515,0.000048193553,0.00019676697,0.00000504698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024205138,0.000057582827,0.00009835543,0.00007194229,0.000059983366,0.00007299225,0.00018284164,0.00003361308,0.00004169215],"category_scores_gemma":[0.000014955852,0.000036848476,0.00005049427,0.00004894329,0.00014196169,0.0003138279,0.000023500816,0.00018452278,0.000002027278],"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":[0.00006281912,0.00008623594,0.035869863,0.000007724709,0.000028358294,0.0000020787384,0.00006412038,0.000088105604,0.00012694835,0.96244055,0.00085802533,0.00036514268],"study_design_scores_gemma":[0.0018253521,0.00004524928,0.22838284,0.00009810234,0.000048642236,0.00022061168,0.000992474,0.0028157302,0.000016863545,0.71810704,0.047278665,0.00016840098],"about_ca_topic_score_codex":0.00007507845,"about_ca_topic_score_gemma":0.00087185507,"teacher_disagreement_score":0.2443335,"about_ca_system_score_codex":0.0000031608567,"about_ca_system_score_gemma":0.000014072846,"threshold_uncertainty_score":0.15026373},"labels":[],"label_agreement":null},{"id":"W2110473636","doi":"10.1177/2168479013494394","title":"Characterizing Good Review Practices: A Survey Report Among Agencies of APEC Member Economies","year":2013,"lang":"en","type":"review","venue":"Therapeutic Innovation & Regulatory Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"Food and Drug Administration","keywords":"Transparency (behavior); Best practice; Consistency (knowledge bases); Agency (philosophy); Business; Variety (cybernetics); Work (physics); Member states; Quality (philosophy); Resource (disambiguation); Public economics; Public relations; Economics; European union; International trade; Political science; Management; Computer science","score_opus":0.227309897210464,"score_gpt":0.37085675215102054,"score_spread":0.14354685494055655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110473636","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026960804,0.97910637,0.000043320142,0.00019534488,0.00094440265,0.001730335,0.0000054652464,0.00012249693,0.015156184],"genre_scores_gemma":[0.0048909457,0.9900201,0.00010927467,0.0014772278,0.00047894922,0.00026033397,0.00016314474,0.00006275166,0.0025372826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959065,0.00008180539,0.0020059827,0.0007845788,0.0007935864,0.00042758242],"domain_scores_gemma":[0.98777694,0.00014789941,0.008979071,0.0010570853,0.0020232946,0.000015690563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005748262,0.00051163347,0.0015884283,0.00095092086,0.00046237468,0.00042841528,0.00094124704,0.00013280657,0.0004392074],"category_scores_gemma":[0.00078619237,0.00040787755,0.0002048467,0.005650045,0.0010651299,0.0037065118,0.00033364558,0.00025334232,0.00021883071],"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":[0.0000059247736,0.00007198961,0.0030575015,0.044145603,0.00028629307,0.0000052516643,0.00007891918,0.0000017326919,0.00009594631,0.04131623,0.0016581768,0.9092764],"study_design_scores_gemma":[0.00007084975,0.0000063452626,0.034488242,0.011058703,0.00027218822,0.000017729299,0.000064817286,0.00005066487,0.0000053331523,0.00029931325,0.95316565,0.0005001754],"about_ca_topic_score_codex":0.00013762055,"about_ca_topic_score_gemma":0.000019543399,"teacher_disagreement_score":0.95150745,"about_ca_system_score_codex":0.00017297476,"about_ca_system_score_gemma":0.00060892274,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W2111310608","doi":"10.1111/joms.12092","title":"Activism for Corporate Responsibility: Conceptualizing Private Regulation Opportunity Structures","year":2014,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Extant taxon; Corporate social responsibility; Field (mathematics); Public relations; Sociology; Public administration; Political science","score_opus":0.13514630575812658,"score_gpt":0.31969085757608334,"score_spread":0.18454455181795676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111310608","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":[0.8943395,0.0012589804,0.061074298,0.012468891,0.0036975208,0.0015881164,0.0000033095591,0.00018864046,0.025380732],"genre_scores_gemma":[0.9935369,0.00011665429,0.0030431186,0.001358477,0.0010124322,0.000015469004,0.0000032930482,0.000018418777,0.00089522306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986374,0.000036972724,0.0005790911,0.00018876394,0.00035423538,0.00020353313],"domain_scores_gemma":[0.9974678,0.0001387977,0.0015425653,0.00020043041,0.000633909,0.000016473481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013412745,0.00018816067,0.00042130178,0.00029972947,0.00038750813,0.0001275436,0.0002028206,0.000028851407,0.000025950456],"category_scores_gemma":[0.00053790095,0.00014648688,0.00014792556,0.00024552472,0.00013650743,0.00079675275,0.00021207222,0.000083546096,0.000006447121],"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":[0.0008981066,0.00010125925,0.010219732,0.001103755,0.0014136314,0.0000088189745,0.00041555788,0.0013186483,0.00029467946,0.84740293,0.0639325,0.07289039],"study_design_scores_gemma":[0.0019134281,0.000083539366,0.2053281,0.00020830877,0.00036378275,0.0000027039148,0.0034764092,0.0013530958,0.00009236538,0.48717448,0.29969192,0.00031184615],"about_ca_topic_score_codex":0.0000014936782,"about_ca_topic_score_gemma":0.0000041533776,"teacher_disagreement_score":0.36022845,"about_ca_system_score_codex":0.000050732207,"about_ca_system_score_gemma":0.000008124239,"threshold_uncertainty_score":0.5973562},"labels":[],"label_agreement":null},{"id":"W2111642914","doi":"10.1111/j.1468-0491.2004.00266.x","title":"Deregulation and Participation: An International Survey of Participation in Electricity Regulation","year":2004,"lang":"en","type":"article","venue":"Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"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":"Deregulation; Status quo; Public economics; Business; Variety (cybernetics); Globe; Independence (probability theory); Set (abstract data type); Economics; Market economy","score_opus":0.04378497433949161,"score_gpt":0.29628561655237706,"score_spread":0.25250064221288543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111642914","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":[0.9956928,0.00004474409,0.0017025941,0.00047151354,0.00012494042,0.00012144631,0.0000024617918,0.000023760245,0.0018157391],"genre_scores_gemma":[0.999483,0.000019557836,0.00016264513,0.0001262087,0.00011260544,0.000015780603,0.000042153533,0.0000063849566,0.00003164826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922323,0.000011164368,0.0002662592,0.00017305014,0.00021356747,0.00011274756],"domain_scores_gemma":[0.9993956,0.000016684502,0.00027712263,0.00011208202,0.00019177108,0.00000670596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025306566,0.00007817244,0.00011381559,0.000062185616,0.000053676675,0.000050987346,0.00007489948,0.0000310989,0.000032959873],"category_scores_gemma":[0.00016394643,0.00008149697,0.000013453652,0.00038049574,0.000037943428,0.001368917,0.000030430956,0.00003578839,0.00000804845],"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":[0.000071553055,0.00010109457,0.9115937,0.00001766366,0.0000062778054,3.0049708e-7,0.000082985774,0.009563555,0.00036904684,0.06781447,0.000031148786,0.010348251],"study_design_scores_gemma":[0.0005540411,0.000009091814,0.974833,0.00002649719,0.0000050370545,1.6507659e-7,0.00000803064,0.017694062,0.00022742366,0.006298716,0.00025895445,0.00008498899],"about_ca_topic_score_codex":0.0020725841,"about_ca_topic_score_gemma":0.0048521277,"teacher_disagreement_score":0.063239336,"about_ca_system_score_codex":0.000050333994,"about_ca_system_score_gemma":0.000013093802,"threshold_uncertainty_score":0.332335},"labels":[],"label_agreement":null},{"id":"W2112860547","doi":"10.1111/j.1754-7121.2002.tb01079.x","title":"Administrative discretion and the Access to Information Act: An “internal law” on open government?","year":2002,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"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":"Discretion; Statutory law; Bureaucracy; Government (linguistics); Open government; Freedom of information; Politics; Administrative law; Access to information; Law; Business; Point (geometry); Right to know; Political science; Law and economics; Information access; Public administration; Economics; Open data; Computer science","score_opus":0.07487212150333437,"score_gpt":0.2906637535116115,"score_spread":0.2157916320082771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112860547","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":[0.031042771,0.000010072367,0.0015718448,0.25063434,0.00037005212,0.0015099115,0.000045917925,0.0000584806,0.7147566],"genre_scores_gemma":[0.980499,0.0000034579714,0.000031083615,0.01845799,0.0002401476,0.00010713376,0.00006351783,0.000007246445,0.0005903733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991144,0.000018669545,0.00022269865,0.00017768907,0.0002625097,0.0002040595],"domain_scores_gemma":[0.9994307,0.000020742622,0.00015442896,0.00019715297,0.00011021497,0.0000867351],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023937358,0.00013299618,0.00011437405,0.00008351159,0.00059872755,0.0047641755,0.00043564627,0.000038886807,0.0005562308],"category_scores_gemma":[0.00007765691,0.00010279356,0.00002338956,0.00022708563,0.000101205835,0.0070073614,0.000075452466,0.0000791182,0.00014387906],"study_design_candidate":"not_applicable","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":[0.000095809024,0.000022813183,0.0008749405,0.000009831104,0.00001436636,0.0000016515617,0.0001375094,0.0000027108026,9.1326433e-7,0.943288,0.010893916,0.044657506],"study_design_scores_gemma":[0.00084749534,0.0000819019,0.019566448,0.000023477543,0.000014276212,0.0000041891576,0.00089970935,0.0065539544,0.000011639566,0.002968472,0.9688099,0.00021852234],"about_ca_topic_score_codex":0.0030854428,"about_ca_topic_score_gemma":0.21985936,"teacher_disagreement_score":0.957916,"about_ca_system_score_codex":0.00011267461,"about_ca_system_score_gemma":0.000054376316,"threshold_uncertainty_score":0.996269},"labels":[],"label_agreement":null},{"id":"W2115493709","doi":"10.1006/jeem.2001.1196","title":"Incentives for Pollution Control: Regulation or Information?","year":2002,"lang":"en","type":"article","venue":"Journal of Environmental Economics and Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":230,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Enforcement; Incentive; Context (archaeology); Business; Control (management); Public economics; Empirical evidence; Public disclosure; Empirical research; Environmental regulation; Environmental economics; Economics; Microeconomics; Political science; Engineering","score_opus":0.011449034791068893,"score_gpt":0.17599226827834877,"score_spread":0.16454323348727987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115493709","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":[0.8805373,0.0013036419,0.038651038,0.020939255,0.0021974086,0.0026282268,0.000050829967,0.000051114355,0.05364119],"genre_scores_gemma":[0.995674,0.0017777759,0.00052273256,0.0013464459,0.00021855967,0.000008203422,0.0000036707947,0.0000049829346,0.00044363242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994975,0.000002067952,0.00030361477,0.000059530117,0.00005304751,0.000084254076],"domain_scores_gemma":[0.9995351,0.000007466339,0.00038732757,0.000050788796,0.000010556159,0.000008779081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012334675,0.00007525582,0.000118715405,0.00012542258,0.00011741046,0.000111615765,0.000057422807,0.000016105543,0.00014596926],"category_scores_gemma":[0.0000037474458,0.00006237099,0.00005304632,0.000026236343,0.000034435783,0.0013966965,0.000042914005,0.000021087426,0.00002299376],"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":[0.0011977996,0.00045880172,0.008506359,0.00043477572,0.0008471626,0.0000038588455,0.00032281823,0.014080258,0.00010868552,0.3235371,0.03715471,0.61334765],"study_design_scores_gemma":[0.0027172442,0.000045626773,0.1694939,0.000019643252,0.00008427467,0.000003878828,0.00060342555,0.026662521,0.000003729701,0.0034732546,0.79676336,0.00012912216],"about_ca_topic_score_codex":9.412395e-7,"about_ca_topic_score_gemma":0.0000017522566,"teacher_disagreement_score":0.7596087,"about_ca_system_score_codex":0.000045890454,"about_ca_system_score_gemma":7.884844e-7,"threshold_uncertainty_score":0.2543415},"labels":[],"label_agreement":null},{"id":"W2125441319","doi":"10.1111/j.1748-5991.2012.01142.x","title":"Implementing independent regulatory agencies in Brazil: The contrasting experiences in the electricity and telecommunications sectors","year":2012,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":37,"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 Toronto","funders":"","keywords":"Bureaucracy; Latin Americans; Divergence (linguistics); Politics; Corporate governance; Independence (probability theory); Electricity; Economics; Public economics; Economic system; Sociology; Political science; Law; Management","score_opus":0.026464032643474456,"score_gpt":0.2576216747173567,"score_spread":0.23115764207388223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125441319","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":[0.9915731,0.0015919398,0.00021018401,0.0018151272,0.00008329576,0.00030161298,4.6398657e-7,0.000026039661,0.0043982645],"genre_scores_gemma":[0.99879354,0.000054654625,0.00007464348,0.0006618442,0.0002404669,0.00010436344,0.0000031202153,0.000008127336,0.00005922633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880815,0.000047821082,0.0003228974,0.00015329545,0.00030980958,0.00035804274],"domain_scores_gemma":[0.99914306,0.00014273485,0.00040559366,0.0002551874,0.00004712,0.0000063137963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011588676,0.00012295668,0.00012586112,0.00006107321,0.00055094634,0.00015954085,0.00028128928,0.000031014275,0.00005448261],"category_scores_gemma":[0.00015885837,0.00008295672,0.000031348613,0.00066238974,0.000098393,0.0009572012,0.00014584568,0.00013916871,0.000005268599],"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":[0.000009976182,0.0000457464,0.90568525,0.000020253347,0.000010032479,3.3040786e-7,0.008174243,0.00021195287,0.00029194192,0.06870945,0.0004423951,0.016398443],"study_design_scores_gemma":[0.00017597551,0.0000017937667,0.9779505,0.000025390289,0.0000061751152,0.0000018757946,0.007941055,0.0034974786,0.00005731829,0.0007673004,0.00946855,0.000106564905],"about_ca_topic_score_codex":0.0003187877,"about_ca_topic_score_gemma":0.0011224161,"teacher_disagreement_score":0.07226528,"about_ca_system_score_codex":0.000064640095,"about_ca_system_score_gemma":0.000012416976,"threshold_uncertainty_score":0.42374897},"labels":[],"label_agreement":null},{"id":"W2126564669","doi":"10.2139/ssrn.252494","title":"Self-regulation, Taxation, and Public Voluntary Environmental Agreements","year":2000,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":26,"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":"Environmental regulation; Business; Turnover; Public economics; Double taxation; Economics; Finance","score_opus":0.006178874793398401,"score_gpt":0.18216869966233198,"score_spread":0.17598982486893358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126564669","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":[0.9853068,0.0015206066,0.0006195322,0.0029334421,0.000121554964,0.00015551326,6.979644e-7,0.00007653332,0.009265294],"genre_scores_gemma":[0.9938368,0.0013229633,0.00006939119,0.00062869594,0.0008045452,0.000005755204,0.00001731758,0.000015711004,0.0032987883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984186,0.000011511792,0.00023285509,0.00017672814,0.00026212464,0.0008981288],"domain_scores_gemma":[0.99961925,0.0000063278467,0.00022169075,0.00010029584,0.000035996738,0.000016440521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003526447,0.00014024806,0.00011430754,0.00012224942,0.000560426,0.00023064697,0.00013238871,0.0000330628,0.0011979246],"category_scores_gemma":[0.000010280791,0.00012831992,0.00004819151,0.00015917746,0.000047262114,0.001209416,0.00004007322,0.00029560103,0.00034255377],"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":[0.000052913143,0.0002295013,0.5954023,0.000025183403,0.00038672233,0.0000019747729,0.00014472379,0.00006827336,0.00009264645,0.1326836,0.0029782963,0.26793388],"study_design_scores_gemma":[0.0012921302,0.000034019755,0.5996733,0.00001229882,0.00007424513,0.00008167781,0.0013944313,0.0028490697,0.0000025089844,0.18270746,0.21153964,0.00033927377],"about_ca_topic_score_codex":0.000043126933,"about_ca_topic_score_gemma":0.00025038465,"teacher_disagreement_score":0.26759458,"about_ca_system_score_codex":0.00021746046,"about_ca_system_score_gemma":0.00007336888,"threshold_uncertainty_score":0.9997151},"labels":[],"label_agreement":null},{"id":"W2130734711","doi":"10.1111/j.1467-9930.2005.00215.x","title":"Managing Regulatory Risks and Defining the Parameters of Blame: A Focus on the Australian Prudential Regulation Authority","year":2005,"lang":"en","type":"article","venue":"Law & Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Blame; Prudential regulation; Agency (philosophy); Business; Key (lock); Compliance (psychology); Risk management; Risk analysis (engineering); Law and economics; Public economics; Economics; Actuarial science; Finance; Sociology; Computer security; Computer science; Financial crisis; Psychology","score_opus":0.04717663802745445,"score_gpt":0.295193252850189,"score_spread":0.24801661482273454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130734711","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":[0.82214004,0.00013190348,0.000052195195,0.10213121,0.00014320207,0.00036843185,0.000002276935,0.00008981134,0.07494094],"genre_scores_gemma":[0.9966501,0.00001021224,0.000101276004,0.0020502617,0.0005386529,0.000015364893,0.000002124912,0.000012424821,0.0006195977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991477,0.000025926214,0.0002192372,0.0001739264,0.00023028266,0.00020294382],"domain_scores_gemma":[0.99938387,0.000063644125,0.00021342516,0.000282278,0.000047972317,0.000008842308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003160567,0.00013048715,0.00013437144,0.000062976455,0.0004738472,0.00017914586,0.00017485437,0.00003822476,0.0000364428],"category_scores_gemma":[0.000044295368,0.00008330756,0.00006680952,0.0002696939,0.00025557666,0.00029991125,0.0001111728,0.000109209934,0.000037706068],"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":[0.000018884028,0.00001265791,0.0018335803,0.0000190983,0.000027439959,2.082414e-7,0.00015653609,0.0005169226,0.000043254804,0.96177053,0.0015770025,0.03402388],"study_design_scores_gemma":[0.0006451121,0.000019455434,0.64256734,0.00014591005,0.00011767085,0.0000028357113,0.00069521874,0.0075182123,0.00069397676,0.27017558,0.07708876,0.00032993988],"about_ca_topic_score_codex":0.0021720831,"about_ca_topic_score_gemma":0.00042025317,"teacher_disagreement_score":0.69159496,"about_ca_system_score_codex":0.00002501988,"about_ca_system_score_gemma":0.0000080328855,"threshold_uncertainty_score":0.36444974},"labels":[],"label_agreement":null},{"id":"W2131220949","doi":"10.1111/rego.12030","title":"Transnational business governance interactions: Conceptualization and framework for analysis","year":2013,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":89,"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":"Conceptualization; Corporate governance; Normative; Political science; Process (computing); State (computer science); Key (lock); Positive economics; Management science; Business; Economics; Computer science; Finance; Law","score_opus":0.02493115886156119,"score_gpt":0.26088678887930694,"score_spread":0.23595563001774575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131220949","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":[0.09362284,0.0004855659,0.8646806,0.035670966,0.0006577739,0.0010344441,0.000030402449,0.00019537742,0.0036220448],"genre_scores_gemma":[0.99255866,0.00003331013,0.0044756206,0.0008747011,0.00046846474,0.00018255773,0.00008789263,0.000017449738,0.0013013458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99891585,0.000005738279,0.00031027212,0.00031344066,0.00028880808,0.00016586015],"domain_scores_gemma":[0.9984876,0.00009597628,0.0005825416,0.00016931522,0.0006532561,0.000011345821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082631566,0.00015997057,0.0002193675,0.00007504338,0.00025930483,0.00027626505,0.000106918866,0.00005402133,0.0007640878],"category_scores_gemma":[0.00018806456,0.0001583131,0.00009082392,0.0011113143,0.000080961305,0.0019065901,0.000031545984,0.00005313885,0.000031310337],"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":[0.000017894588,0.000024018595,0.017260052,0.000050614464,0.00009293214,5.95775e-8,0.00004441267,0.0035314015,0.000082898194,0.969203,0.0022702185,0.007422479],"study_design_scores_gemma":[0.00028356936,0.0000022000522,0.80984133,0.000026272279,0.00010075095,3.546011e-7,0.000047672875,0.06799959,0.000010762106,0.054968566,0.06655009,0.00016882122],"about_ca_topic_score_codex":0.0000749071,"about_ca_topic_score_gemma":0.00010788892,"teacher_disagreement_score":0.91423446,"about_ca_system_score_codex":0.0000525269,"about_ca_system_score_gemma":0.0000120786735,"threshold_uncertainty_score":0.83662254},"labels":[],"label_agreement":null},{"id":"W2133128963","doi":"10.7202/007493ar","title":"Diverging Trends in Worker Health and Safety Protection and Participation in Canada, 1985-2000","year":2004,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Jurisdiction; Nova scotia; Divergence (linguistics); Restructuring; Politics; Public administration; Political science; Business; Law; Geography","score_opus":0.033412861815134726,"score_gpt":0.2465941183915836,"score_spread":0.21318125657644887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133128963","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":[0.9848211,0.0003305623,0.00023170027,0.010805184,0.000060529823,0.00017802823,0.0000010162986,0.000018559289,0.0035533456],"genre_scores_gemma":[0.9994558,0.000042521187,0.000034713525,0.00015925574,0.000053537886,0.000021438718,0.000011118999,0.0000047980193,0.0002168296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994191,0.000009692772,0.00021140423,0.00013540333,0.00008826975,0.00013615028],"domain_scores_gemma":[0.9998192,0.000012750216,0.0000851484,0.00005281381,0.000018429282,0.0000116595875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010806749,0.00007242177,0.00009908039,0.00024144683,0.00020413111,0.000040047045,0.000021494092,0.000037906735,0.00002161099],"category_scores_gemma":[0.00003195549,0.00007295857,0.000006958161,0.00068286085,0.000023332272,0.0003339592,0.0000314204,0.00012995655,0.0000025881357],"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":[0.000021093683,0.000022457663,0.7392374,0.000005262991,0.000005473362,0.0000013971927,0.000512132,0.017197948,0.000001191905,0.0056165843,0.00022052079,0.23715852],"study_design_scores_gemma":[0.0005826833,0.0000036238634,0.9856416,0.00009191262,0.0000030397182,4.3895096e-7,0.0011259796,0.0037325628,9.4203403e-7,0.0007329813,0.008004018,0.000080221755],"about_ca_topic_score_codex":0.42726496,"about_ca_topic_score_gemma":0.6794267,"teacher_disagreement_score":0.25216177,"about_ca_system_score_codex":0.0003051179,"about_ca_system_score_gemma":0.00017052569,"threshold_uncertainty_score":0.57654893},"labels":[],"label_agreement":null},{"id":"W2133343061","doi":"10.1146/annurev.soc.27.1.337","title":"The Scale of Justice: Observations on the Transformation of Urban Law Practice","year":2001,"lang":"en","type":"article","venue":"Annual Review of Sociology","topic":"Regulation and Compliance Studies","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":"Prestige; Competition (biology); Economic Justice; Business; Quarter (Canadian coin); Legal profession; Market power; Scale (ratio); Practice of law; Financial services; Legal service; Service (business); Law; Accounting; Market economy; Political science; Economics; Finance; Marketing; Geography","score_opus":0.052036157903803205,"score_gpt":0.3215288489460494,"score_spread":0.26949269104224616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133343061","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":[0.102179006,0.064870544,0.0005627112,0.32107598,0.0006854755,0.0017160027,0.00002601896,0.00004803628,0.5088362],"genre_scores_gemma":[0.9627323,0.024930265,0.000039935076,0.011972209,0.00014997344,0.00002505479,0.000010863089,0.0000044882254,0.00013488057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993543,0.00004608705,0.00034720282,0.000056173136,0.000118448894,0.00007779702],"domain_scores_gemma":[0.99845994,0.00045786673,0.0004366661,0.00014280212,0.0005005018,0.0000022012482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588616,0.00005682672,0.00017803257,0.0000136483295,0.0001918307,0.000004567594,0.00014849057,0.000025385729,0.000028798382],"category_scores_gemma":[0.00042974434,0.00003064071,0.00007604963,0.00016153269,0.00033691418,0.00028712183,0.000022792023,0.000059890725,0.000015899268],"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":[0.000017563982,0.00003572917,0.00034108508,0.0011203397,0.000029336654,5.33351e-8,0.0006521179,0.00000610384,0.000026620259,0.98233247,0.012412046,0.0030265453],"study_design_scores_gemma":[0.00013685136,0.000032487464,0.015362195,0.0007787691,0.00020655178,6.2116465e-7,0.008167512,0.000064158456,0.00001607281,0.008561299,0.9666148,0.000058721213],"about_ca_topic_score_codex":0.000042237672,"about_ca_topic_score_gemma":0.000012486771,"teacher_disagreement_score":0.97377115,"about_ca_system_score_codex":0.0000044795047,"about_ca_system_score_gemma":0.000008952578,"threshold_uncertainty_score":0.1475426},"labels":[],"label_agreement":null},{"id":"W2136916265","doi":"10.1111/j.1541-0072.2007.00257.x","title":"Voluntary Environmental Programs: A Canadian Perspective","year":2008,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":42,"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":"Scope (computer science); Perspective (graphical); Government (linguistics); Business; Politics; Turnover; Public economics; Civil society; Environmental policy; Public relations; Political science; Economics; Environmental resource management; Management","score_opus":0.06846823434947515,"score_gpt":0.28409217403169795,"score_spread":0.21562393968222282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136916265","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":[0.79362583,0.008714192,0.000033501743,0.060666565,0.0010865894,0.0004338652,0.0000062048707,0.00013534712,0.13529794],"genre_scores_gemma":[0.98933876,0.00075376045,0.00007975902,0.00417957,0.0045705917,0.000013790902,0.000002104897,0.000016136944,0.0010455336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989957,0.000007859393,0.00019448156,0.0001563416,0.00023005494,0.0004155148],"domain_scores_gemma":[0.99959946,0.000009609098,0.00012666818,0.000096657546,0.00012542584,0.000042166637],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009937493,0.00016453318,0.00019960142,0.00035991956,0.0015142155,0.00009015479,0.00015292443,0.000023694272,0.00009016598],"category_scores_gemma":[0.00008299012,0.00013784444,0.00010769544,0.00027507113,0.000272391,0.00051087106,0.000104757346,0.00016536687,0.0003054984],"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":[0.00005822299,0.0001974326,0.75303954,0.000036775145,0.0011980295,0.0004179914,0.010697796,0.00004841855,0.000024919169,0.03718502,0.17642389,0.02067197],"study_design_scores_gemma":[0.00073053467,0.000030478674,0.5052116,0.000043283737,0.000054475186,0.00038827673,0.033911493,0.00011665284,0.0000017628784,0.018733103,0.4403964,0.00038192794],"about_ca_topic_score_codex":0.04290602,"about_ca_topic_score_gemma":0.024762943,"teacher_disagreement_score":0.26397252,"about_ca_system_score_codex":0.000551827,"about_ca_system_score_gemma":0.000086918335,"threshold_uncertainty_score":0.99978566},"labels":[],"label_agreement":null},{"id":"W2141158220","doi":"10.5539/jms.v4n1p42","title":"Corporate Water Risk: A Critique of Prevailing Best Practice","year":2014,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Economics","score_opus":0.014802574144615548,"score_gpt":0.25908147887222455,"score_spread":0.244278904727609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141158220","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":[0.9625371,0.00028970535,0.010393079,0.004468983,0.00021346283,0.00034448353,3.0905653e-7,0.000016457805,0.021736419],"genre_scores_gemma":[0.99814886,0.00015604527,0.00060065126,0.00025418497,0.0002564832,0.000003748013,6.6197987e-7,0.000007485896,0.0005718626],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988858,0.00006341835,0.00049237773,0.00013666974,0.00024934197,0.00017236915],"domain_scores_gemma":[0.9977337,0.00007940429,0.00076888036,0.00016159954,0.0012428841,0.0000134943675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022788497,0.00011537732,0.00026118653,0.00017828235,0.00014949114,0.00011624352,0.00013572298,0.000030394633,0.000027879416],"category_scores_gemma":[0.0006111592,0.000080024074,0.00008724321,0.00014787617,0.00010308688,0.0010329159,0.00017702355,0.00013108255,0.000004343001],"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":[0.0014412039,0.0013258338,0.6332303,0.008291543,0.00064065674,0.00007204913,0.0009629753,0.00242779,0.000032951826,0.20220178,0.005396596,0.14397629],"study_design_scores_gemma":[0.0027571316,0.00029041898,0.22232555,0.00023485762,0.0009660941,0.000014206359,0.02163273,0.0053552487,0.000102287,0.30741858,0.4384191,0.000483789],"about_ca_topic_score_codex":0.000048520207,"about_ca_topic_score_gemma":0.000006451288,"teacher_disagreement_score":0.4330225,"about_ca_system_score_codex":0.000032043376,"about_ca_system_score_gemma":0.000010883141,"threshold_uncertainty_score":0.3263287},"labels":[],"label_agreement":null},{"id":"W2141452384","doi":"10.1111/j.1468-5965.2006.00637.x","title":"Experiments in Food Safety Policy Integration in the European Union*","year":2006,"lang":"en","type":"article","venue":"JCMS Journal of Common Market Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"European union; Argument (complex analysis); Food safety; European integration; Economic integration; Policy analysis; Economics; Political science; International trade; Business; Public administration","score_opus":0.040852546608607536,"score_gpt":0.3007140346362111,"score_spread":0.25986148802760356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141452384","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":[0.5858808,0.0036247207,0.00020684487,0.019542446,0.00044377366,0.00024201916,8.508335e-7,0.000019003939,0.39003953],"genre_scores_gemma":[0.99799114,0.00021779716,0.000044818153,0.0006234205,0.0009206504,0.000003826572,0.0000012574147,0.000008836441,0.00018823033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873036,0.00021595122,0.00056866976,0.0000812456,0.0002542257,0.0001495461],"domain_scores_gemma":[0.9992517,0.000096766904,0.00038441713,0.00011011678,0.00015352534,0.00000345185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019417015,0.00012845822,0.00025895162,0.0003692903,0.00015054969,0.00009477214,0.00024100812,0.000014676436,0.000010675109],"category_scores_gemma":[0.00012214588,0.000081006976,0.000072735216,0.00055664923,0.00006657127,0.0004845826,0.00011720403,0.00015027117,0.0000051696793],"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":[0.00046242535,0.0011076641,0.5706591,0.00017230984,0.0002636338,0.00014285988,0.004349993,0.0010915699,0.0001835942,0.06495695,0.1772009,0.17940901],"study_design_scores_gemma":[0.00084658794,0.000025607455,0.94533867,0.00019747316,0.000009856792,0.0000055045443,0.007927473,0.00007970109,0.000007644891,0.012188882,0.03327027,0.000102314116],"about_ca_topic_score_codex":0.00011845366,"about_ca_topic_score_gemma":0.0010464963,"teacher_disagreement_score":0.41211036,"about_ca_system_score_codex":0.00006551205,"about_ca_system_score_gemma":0.000007852339,"threshold_uncertainty_score":0.33033687},"labels":[],"label_agreement":null},{"id":"W2141992936","doi":"10.4000/vertigo.15274","title":"Droits d’usage et environnement : ce que nous enseignent les recours concernant les installations classées dans trois régions françaises","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0211435429423626,"score_gpt":0.22683478723353764,"score_spread":0.20569124429117505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141992936","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":[0.65602815,0.0150708705,0.052305114,0.053119257,0.0027953347,0.0011558916,0.00008781937,0.0004112782,0.21902628],"genre_scores_gemma":[0.9867878,0.0018340136,0.00059846084,0.0011841238,0.00083828083,0.00008088982,0.000070123635,0.000059807982,0.008546506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777067,0.00009177249,0.00059632247,0.00054808223,0.00042925458,0.0005638964],"domain_scores_gemma":[0.99877954,0.00016104987,0.0003685081,0.00044234918,0.00019353098,0.000055026543],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023188934,0.00044422288,0.00043884508,0.00019057356,0.0015921942,0.00027000916,0.0003179595,0.0001612252,0.0010505447],"category_scores_gemma":[0.00014675417,0.00044002655,0.00024620356,0.00033907703,0.0004709834,0.0007831956,0.00026054445,0.0002498281,0.0004765136],"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":[0.0000599378,0.0006980151,0.29792124,0.00054685655,0.0003196688,0.000023287881,0.0031405243,0.0051062987,0.0015903373,0.57184297,0.042619586,0.0761313],"study_design_scores_gemma":[0.0007288145,0.000048327474,0.2266966,0.00039537117,0.00017886097,0.0000035396959,0.0024595156,0.005195955,0.00006425018,0.002105453,0.76164055,0.0004827904],"about_ca_topic_score_codex":0.0032955268,"about_ca_topic_score_gemma":0.009006758,"teacher_disagreement_score":0.71902096,"about_ca_system_score_codex":0.00012908172,"about_ca_system_score_gemma":0.000058220645,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W2143620987","doi":"10.1017/s0007123402000169","title":"Review Article: Understanding the Regulatory State","year":2002,"lang":"en","type":"article","venue":"British Journal of Political Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":419,"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":"Regulatory state; State (computer science); Political science; Politics; Government (linguistics); Quarter (Canadian coin); Subject (documents); Government regulation; Law and economics; Law; Sociology; China; History; Computer science","score_opus":0.06861989147344283,"score_gpt":0.2740634953603053,"score_spread":0.20544360388686245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143620987","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":[0.53270715,0.08065357,0.009698347,0.1373681,0.002597863,0.00071252155,0.000003991175,0.00014059345,0.23611788],"genre_scores_gemma":[0.98944193,0.00061857095,0.00003756606,0.009405448,0.0003473464,6.809797e-7,3.2628904e-8,0.0000036457502,0.00014476258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99874085,0.00001055644,0.0002845316,0.000093031296,0.0004799974,0.00039105123],"domain_scores_gemma":[0.99943185,0.00003736635,0.00015706067,0.000089022324,0.00024179483,0.000042929154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010635712,0.000054085092,0.00012240508,0.00005232605,0.0004593972,0.00039365317,0.0003307486,0.000008034016,0.00028679793],"category_scores_gemma":[0.0005288873,0.00004035812,0.000061945924,0.0005614273,0.0006720993,0.00096360216,0.00008393056,0.00011791109,0.00006022446],"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":[0.0000026626428,0.00005676108,0.0017836357,0.00018223784,0.000011665348,0.00006511102,0.000026532509,0.00001708391,0.00014149013,0.91044253,0.058218755,0.029051553],"study_design_scores_gemma":[0.00075237703,0.000032864806,0.586897,0.005648602,0.000107815125,0.0014834418,0.0012046092,0.0048652827,0.000046531175,0.34166762,0.05684897,0.00044485644],"about_ca_topic_score_codex":0.000040049814,"about_ca_topic_score_gemma":0.000011421105,"teacher_disagreement_score":0.5851134,"about_ca_system_score_codex":0.00009485646,"about_ca_system_score_gemma":0.000019506018,"threshold_uncertainty_score":0.37960064},"labels":[],"label_agreement":null},{"id":"W2146538134","doi":"10.2174/1874950x01104010001","title":"Conflicts of Interest and the Importance of the Organizational Variable: A Comparison Among Canada, the United States and Mexico","year":2011,"lang":"en","type":"article","venue":"The Open Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Dimension (graph theory); Order (exchange); Control (management); Public relations; Face (sociological concept); Political science; Business; Sociology; Economics; Management; Finance","score_opus":0.057517921643761655,"score_gpt":0.2404485178340618,"score_spread":0.18293059619030014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146538134","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":[0.96750015,0.00023313363,0.000090301364,0.0063778157,0.0001475384,0.0003045336,0.0000039538713,0.0000027785713,0.025339803],"genre_scores_gemma":[0.99799055,0.000029426536,0.000018976923,0.001771602,0.000053451357,0.000002233341,0.0000017531062,0.0000054560473,0.00012652266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994454,0.000044497712,0.00024483533,0.00005457242,0.00013098273,0.00007973598],"domain_scores_gemma":[0.9990517,0.00009557482,0.00046403217,0.00014028352,0.00024198725,0.0000064180035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058432476,0.000068842506,0.00013962977,0.000012568185,0.00067060033,0.00017342027,0.0005058523,0.000010506099,0.00013092483],"category_scores_gemma":[0.000058352853,0.000025869398,0.00001283742,0.00024172441,0.0005562647,0.0001946773,0.00038994505,0.0001160297,2.4555237e-7],"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":[0.00008370936,0.000013990096,0.34110892,0.000013273133,0.0001023499,3.2843363e-7,0.00095651456,0.00011811932,0.00000893782,0.6534478,0.004088869,0.00005720645],"study_design_scores_gemma":[0.0012478129,0.0000075642483,0.9179494,0.00012595397,0.00011681499,0.000015905729,0.006663349,0.0063897497,0.00009481306,0.040627126,0.026662854,0.00009868188],"about_ca_topic_score_codex":0.19055845,"about_ca_topic_score_gemma":0.32496575,"teacher_disagreement_score":0.6128207,"about_ca_system_score_codex":0.000006412893,"about_ca_system_score_gemma":0.000029168983,"threshold_uncertainty_score":0.8148317},"labels":[],"label_agreement":null},{"id":"W2147631172","doi":"10.2139/ssrn.2584863","title":"Regulation for Innovativeness or Regulation of Innovation?","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Discipline; Relation (database); Politics; Complement (music); Business; Law and economics; Knowledge management; Political science; Sociology; Computer science; Law","score_opus":0.05502605738664063,"score_gpt":0.29146100277420023,"score_spread":0.2364349453875596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147631172","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":[0.4802318,0.00045084607,0.50141996,0.0050609033,0.0009929499,0.0008054684,0.0000022187055,0.000115089206,0.010920757],"genre_scores_gemma":[0.99570966,0.000018627046,0.0004149256,0.00017488991,0.0009685848,0.000015889535,0.000027750393,0.000017482675,0.0026521785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985348,0.000009899415,0.0004996972,0.00012878934,0.00026665116,0.0005601539],"domain_scores_gemma":[0.9970317,0.000024063998,0.00066641526,0.00010891147,0.002163446,0.0000054641646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017324403,0.00011266966,0.00017658588,0.0003906371,0.00017415817,0.000071259106,0.00013469093,0.000044299075,0.00002907483],"category_scores_gemma":[0.0003659023,0.00009030202,0.000038439128,0.0015438749,0.000042590164,0.00090580626,0.00003323093,0.00018951499,0.000011227662],"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":[0.00035145596,0.000033487446,0.0043344256,0.000028133252,0.000055560187,6.42321e-8,0.00003558403,0.0004570416,0.00088474323,0.96732587,0.0014982168,0.02499544],"study_design_scores_gemma":[0.0016046793,0.00007622782,0.026002428,0.000045329307,0.000029115447,0.0000109022085,0.0013272298,0.0034991254,0.00014900393,0.9379118,0.02918714,0.0001570164],"about_ca_topic_score_codex":0.000018427805,"about_ca_topic_score_gemma":0.00009741044,"teacher_disagreement_score":0.5154779,"about_ca_system_score_codex":0.00022472993,"about_ca_system_score_gemma":0.00059823226,"threshold_uncertainty_score":0.36824092},"labels":[],"label_agreement":null},{"id":"W2149455521","doi":"10.1017/s0143814x00000866","title":"Beyond Legalism? Policy Ideas, Implementation Styles and Emulation-Based Convergence in Canadian and U.S. Environmental Policy","year":2000,"lang":"en","type":"article","venue":"Journal of Public Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Legalism (Western philosophy); Adversarial system; Convergence (economics); Political science; Negotiation; Public administration; Government (linguistics); Stakeholder; Economics; Law and economics; Law; Economic growth; Politics","score_opus":0.014446619387368968,"score_gpt":0.2718719438527549,"score_spread":0.25742532446538596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149455521","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":[0.9490832,0.00027432863,0.000016007669,0.04449613,0.000040402,0.00012542466,0.000017123903,0.000009073035,0.005938329],"genre_scores_gemma":[0.99324626,0.00017740132,0.000048392354,0.0049365847,0.0013964014,0.0000036393658,0.000018332848,0.000012650414,0.0001603399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988267,0.000024222154,0.0004144772,0.00013406665,0.0002283978,0.00037217044],"domain_scores_gemma":[0.99948764,0.000021909766,0.00025151385,0.00008870913,0.000051865114,0.00009833761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003386766,0.00014409397,0.00019378128,0.0015604575,0.00020225787,0.00029829517,0.00012085128,0.000042053303,0.00041190648],"category_scores_gemma":[0.00009338795,0.00013772966,0.0000436551,0.00061540655,0.00011173256,0.0013701932,0.000030289551,0.00009445321,0.000011304916],"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":[0.000021336587,0.000045083416,0.7611673,0.0000386049,0.000038014467,0.000008259206,0.00027620912,0.00021774365,0.00013087425,0.11325166,0.0018470536,0.12295789],"study_design_scores_gemma":[0.000967547,0.000014525867,0.92472976,0.000015315989,0.000009995417,0.000012461383,0.0006037548,0.0013733127,0.0000049960663,0.007476824,0.06464886,0.00014264428],"about_ca_topic_score_codex":0.25810876,"about_ca_topic_score_gemma":0.077968836,"teacher_disagreement_score":0.18013993,"about_ca_system_score_codex":0.00028690574,"about_ca_system_score_gemma":0.0005648763,"threshold_uncertainty_score":0.9388558},"labels":[],"label_agreement":null},{"id":"W2149957586","doi":"","title":"Environmental Performance of Canadian Pulp and Paper Plants: Why Some Do Well and Others Do Not ?","year":2002,"lang":"en","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"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":"Humanities; Welfare economics; Political science; Management; Business; Economics; Art","score_opus":0.014439114225662707,"score_gpt":0.18164718929173784,"score_spread":0.16720807506607513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149957586","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":[0.979366,0.0045835497,0.0000039989227,0.00081434957,0.0003131574,0.00043406166,0.00058674184,0.000026936885,0.013871186],"genre_scores_gemma":[0.97915244,0.017921926,0.00005919639,0.00023182755,0.00016410963,0.0000012280182,0.00019454841,0.00001898017,0.002255749],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983199,0.00002349654,0.00034632412,0.00073944684,0.00029444598,0.0002763563],"domain_scores_gemma":[0.99853486,0.000036698737,0.0005905377,0.0007159834,0.000042220883,0.00007967328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014287335,0.00033403543,0.0005117047,0.00039928552,0.00048907485,0.00018960366,0.00045929218,0.0001644596,0.00015734923],"category_scores_gemma":[0.000008520253,0.00035704128,0.000054152126,0.0000766102,0.0005091313,0.0016416531,0.0013307934,0.00019127516,0.0000072001867],"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":[0.0011783796,0.0005089357,0.74839944,0.0041633393,0.002681234,0.00059902604,0.0009034465,0.00029450317,0.0012984368,0.0032434037,0.17744099,0.0592889],"study_design_scores_gemma":[0.002007801,0.000048594986,0.31351992,0.0005885899,0.0004960102,0.0000333984,0.0018071557,0.0013021679,0.000041225765,0.00024922757,0.67913604,0.0007698858],"about_ca_topic_score_codex":0.09672715,"about_ca_topic_score_gemma":0.02663711,"teacher_disagreement_score":0.50169504,"about_ca_system_score_codex":0.00009702255,"about_ca_system_score_gemma":0.000028250968,"threshold_uncertainty_score":0.9998882},"labels":[],"label_agreement":null},{"id":"W2153628137","doi":"10.2139/ssrn.2122803","title":"Corporate Reputational Dynamics, Private Regulation, and Activist Pressure","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Kellogg's (Canada)","funders":"","keywords":"Business; Law and economics; Political science; Economics","score_opus":0.015498928032767555,"score_gpt":0.22047546876018984,"score_spread":0.20497654072742227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153628137","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":[0.93175954,0.005061934,0.040086728,0.006752304,0.0008746889,0.00033395365,0.0000026236307,0.0001535265,0.014974699],"genre_scores_gemma":[0.9948668,0.00016753278,0.00008945089,0.0001976121,0.001228402,0.000004108962,0.000014992924,0.000015985694,0.0034151352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986192,0.000011577527,0.00019199256,0.000121505196,0.0002004931,0.00085522514],"domain_scores_gemma":[0.999357,0.0000132549385,0.00038878853,0.000084373045,0.0001415962,0.000015010472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069894525,0.0001195764,0.00011991712,0.00010260727,0.0003978022,0.0001746956,0.0000883767,0.000032852713,0.000047151232],"category_scores_gemma":[0.00004364616,0.00010536263,0.000039327053,0.00017603532,0.000057631405,0.0013905177,0.000055407658,0.0003573328,0.000038914543],"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":[0.000028804949,0.000025712901,0.12905937,0.000014120812,0.00009209589,1.8321964e-7,0.000022638991,0.000104349325,0.000034826626,0.86149114,0.00040323645,0.00872354],"study_design_scores_gemma":[0.00040622873,0.000009863903,0.45354393,0.000015021688,0.00006160695,0.000058842077,0.00037434604,0.0055901604,0.0000035762503,0.51870036,0.021060279,0.00017578904],"about_ca_topic_score_codex":0.000014958068,"about_ca_topic_score_gemma":0.00008318211,"teacher_disagreement_score":0.34279075,"about_ca_system_score_codex":0.000119335964,"about_ca_system_score_gemma":0.000079971374,"threshold_uncertainty_score":0.42965633},"labels":[],"label_agreement":null},{"id":"W2156897438","doi":"10.1093/ei/cbj019","title":"AN EXPERIMENTAL STUDY OF COMPLIANCE AND LEVERAGE IN AUDITING AND REGULATORY ENFORCEMENT","year":2005,"lang":"en","type":"article","venue":"Economic Inquiry","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":50,"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":"McMaster University; Purdue University; U.S. Environmental Protection Agency","keywords":"Leverage (statistics); Enforcement; Audit; Compliance (psychology); Bounded rationality; Rationality; Econometrics; Economics; Microeconomics; Business; Accounting; Computer science; Psychology; Social psychology; Political science; Artificial intelligence","score_opus":0.06721829254950772,"score_gpt":0.3019875643951509,"score_spread":0.23476927184564317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156897438","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":[0.9959587,0.00016586782,0.000009453442,0.000060496855,0.00018143584,0.00018345074,3.4596553e-7,0.000017437707,0.0034228265],"genre_scores_gemma":[0.99900466,0.000004330997,0.000057486413,0.00021092837,0.00064159627,0.0000152336015,0.0000018524054,0.0000079454085,0.00005597279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993916,0.0000061199526,0.00024303146,0.000204664,0.000044310378,0.000110262496],"domain_scores_gemma":[0.9997169,0.000008616217,0.00013119244,0.00012555788,0.000010474272,0.000007270521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015480506,0.000092855196,0.00016028924,0.000090180074,0.00008696621,0.00005316076,0.00006349751,0.000016415863,0.00009738861],"category_scores_gemma":[0.0000023801742,0.000099969104,0.00001068574,0.000029992498,0.00007747294,0.00067958335,0.00009672593,0.00003368524,0.000014265866],"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":[0.0001964691,0.0013332206,0.87614006,0.00025357044,0.000095002964,0.000006176986,0.019007325,0.012756578,0.002952647,0.046832617,0.0023906922,0.038035654],"study_design_scores_gemma":[0.002385849,0.000084261934,0.9282911,0.00006676925,0.000009763365,0.0000014937896,0.030739658,0.033777624,0.0002863836,0.00030913425,0.0037585648,0.00028942982],"about_ca_topic_score_codex":0.00011977145,"about_ca_topic_score_gemma":0.00014711342,"teacher_disagreement_score":0.052151017,"about_ca_system_score_codex":0.000040523988,"about_ca_system_score_gemma":0.0000039218608,"threshold_uncertainty_score":0.40766218},"labels":[],"label_agreement":null},{"id":"W2157023964","doi":"10.1111/rego.12014","title":"Protecting the living: Managerialism and professional turf wars in risk regulatory death investigations","year":2013,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"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":"Pierre Elliott Trudeau Foundation","keywords":"Inquest; Managerialism; Coroner; Public administration; Law; Political science; Poison control; Public relations; Suicide prevention; Medicine; Environmental health","score_opus":0.016454095099261608,"score_gpt":0.21341696721767223,"score_spread":0.19696287211841063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157023964","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":[0.98772484,0.00023597588,0.00026755207,0.00635359,0.00034859273,0.00084589433,0.0000012675771,0.00009046025,0.0041318256],"genre_scores_gemma":[0.9959275,0.00002496752,0.0003516979,0.0006295537,0.0004975503,0.00020241167,0.0000037079612,0.000018453607,0.0023441745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988364,0.0000518635,0.00030960568,0.00028405423,0.000307874,0.00021021723],"domain_scores_gemma":[0.9989088,0.0001170511,0.0005959759,0.00024888638,0.00011701274,0.000012277488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077439,0.0001594535,0.00015007674,0.00006372909,0.00071777275,0.00023994883,0.00015278702,0.00005719126,0.00013745332],"category_scores_gemma":[0.00050042965,0.000119901015,0.000038767477,0.00038874368,0.000119090975,0.0012050354,0.00016480367,0.00022217617,0.00007440962],"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":[0.000013930002,0.00005973313,0.7180374,0.00015128001,0.00003280888,9.652432e-7,0.000887951,0.0028335927,0.0005812402,0.24036537,0.00937524,0.027660472],"study_design_scores_gemma":[0.00019955046,0.000002031939,0.94365585,0.00018685339,0.000010007932,9.523128e-7,0.00024909974,0.016833343,0.000014643751,0.025944415,0.012753399,0.0001498609],"about_ca_topic_score_codex":0.0006995988,"about_ca_topic_score_gemma":0.0002052635,"teacher_disagreement_score":0.22561842,"about_ca_system_score_codex":0.000049063503,"about_ca_system_score_gemma":0.000018988956,"threshold_uncertainty_score":0.55206},"labels":[],"label_agreement":null},{"id":"W2158284483","doi":"10.1017/s0021855312000162","title":"Corporate Criminal Responsibility: A Comparative Analysis","year":2013,"lang":"en","type":"article","venue":"Journal of African Law","topic":"Regulation and Compliance Studies","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":"Vicarious liability; Doctrine; Mens rea; Statutory law; Criminal law; Political science; Law; Element (criminal law); Scope (computer science); Strict liability; Business; Legal doctrine; Corporate liability; Criminal liability; Restrictiveness; Liability; Tort","score_opus":0.07952303392305554,"score_gpt":0.28056011074053294,"score_spread":0.2010370768174774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158284483","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":[0.8662912,0.0000832454,0.00063456764,0.0023434286,0.00015090524,0.00010218839,7.058378e-7,0.000017830656,0.1303759],"genre_scores_gemma":[0.9977944,0.0000016309104,0.00051885727,0.00089299236,0.00035031096,0.000002711531,9.384253e-7,0.0000037218595,0.0004344173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990949,0.000021141033,0.00038575247,0.000099691424,0.00026635616,0.0001321333],"domain_scores_gemma":[0.9981497,0.000046920763,0.00088937953,0.00012971948,0.0007670809,0.000017206943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029357817,0.00009903906,0.0003592015,0.00029413233,0.00013271013,0.00022477962,0.00016038731,0.000017812989,0.00050926],"category_scores_gemma":[0.000033431123,0.00007267734,0.00019276002,0.0008855937,0.00014189316,0.0008754804,0.00005175346,0.000095649164,0.00015156914],"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":[0.0009903286,0.0006057363,0.10702168,0.00013049973,0.0037144737,0.0000749313,0.0022738078,0.002835931,0.0020580702,0.8053659,0.07090805,0.004020587],"study_design_scores_gemma":[0.0009339416,0.00010219577,0.82348365,0.000044132878,0.0017709883,0.000011669253,0.009573511,0.006400189,0.00007927384,0.06367975,0.0935419,0.00037881886],"about_ca_topic_score_codex":0.00018877345,"about_ca_topic_score_gemma":0.00011653885,"teacher_disagreement_score":0.74168617,"about_ca_system_score_codex":0.000025392666,"about_ca_system_score_gemma":0.000016218777,"threshold_uncertainty_score":0.557604},"labels":[],"label_agreement":null},{"id":"W2158594568","doi":"10.7202/010708ar","title":"Les fraudes fiscales collectives durables : étude d’un réseau de facturation de complaisance1","year":2005,"lang":"fr","type":"article","venue":"Criminologie","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.24651621071484248,"score_gpt":0.34664366656228646,"score_spread":0.10012745584744398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158594568","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":[0.8345551,0.035315502,0.009061841,0.07555798,0.0008889834,0.00046214383,0.000012964411,0.00047808271,0.0436674],"genre_scores_gemma":[0.9895492,0.0013469153,0.003049202,0.001451768,0.0013306405,0.000055698816,0.000029525101,0.000029186132,0.0031578173],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99827677,0.00005688818,0.00035986694,0.00039869169,0.00019992534,0.0007078783],"domain_scores_gemma":[0.99906105,0.0001849584,0.00023454658,0.00024940306,0.00024123664,0.000028784567],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019446948,0.00034517277,0.00035012726,0.00017157928,0.0010696639,0.00045515207,0.00034713018,0.00021799374,0.0010146182],"category_scores_gemma":[0.00033927045,0.00033665018,0.00014167996,0.00027037755,0.0004721623,0.0010428714,0.0001931854,0.00024229167,0.0003562744],"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":[0.00012416483,0.00037966968,0.14143504,0.0007340976,0.00024927128,0.000025310304,0.0015073835,0.0059813918,0.0015364885,0.057244353,0.0641726,0.72661024],"study_design_scores_gemma":[0.00054741604,0.000025905121,0.7188184,0.00020911766,0.00015327799,0.000010829238,0.0039629736,0.010460571,0.002275212,0.013070817,0.25001702,0.00044842678],"about_ca_topic_score_codex":0.00064429315,"about_ca_topic_score_gemma":0.0010309191,"teacher_disagreement_score":0.7261618,"about_ca_system_score_codex":0.00035689984,"about_ca_system_score_gemma":0.00006759789,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W2164971442","doi":"10.1146/annurev-lawsocsci-102510-105412","title":"The Conundrum of Financial Regulation: Origins, Controversies, and Prospects","year":2011,"lang":"en","type":"article","venue":"Annual Review of Law and Social Science","topic":"Regulation and Compliance Studies","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":"Queen's University","funders":"","keywords":"Sanctions; Financial regulation; State (computer science); Economics; Financial market; Capitalism; Normative; Financial services; Finance; Law and economics; Political science; Law","score_opus":0.02176178514467731,"score_gpt":0.2599326560834237,"score_spread":0.2381708709387464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164971442","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":[0.055644,0.062092274,0.000059099115,0.00768644,0.0006614744,0.001160541,0.000014027734,0.000043920892,0.8726382],"genre_scores_gemma":[0.9954645,0.0023446092,0.000023533186,0.0019745377,0.00008847186,0.0000034257773,4.1955468e-7,0.0000014811986,0.00009901064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994659,0.0000048688403,0.00015362482,0.00009701864,0.00017991684,0.00009868569],"domain_scores_gemma":[0.9994716,0.000024288418,0.00017363536,0.000054809767,0.00027041446,0.0000052646947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043725016,0.000049531787,0.00014711179,0.000012802556,0.000526644,0.000028059536,0.00010518725,0.0000116307365,0.000009744831],"category_scores_gemma":[0.00011385045,0.000032402822,0.000024231746,0.00018381073,0.0011708027,0.0004433261,0.00008314052,0.00002173841,0.0000012822748],"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":[0.000005594243,0.000005485782,0.00082223065,0.00035350953,0.0000019666838,8.772497e-8,0.00021307083,3.804825e-9,0.000011787112,0.9918512,0.00062714284,0.0061078803],"study_design_scores_gemma":[0.00023766946,0.000022766671,0.17387606,0.0005084564,0.000037846992,5.277334e-7,0.00041616661,0.000011144509,0.000041281437,0.02901207,0.79572767,0.00010835297],"about_ca_topic_score_codex":0.00013908056,"about_ca_topic_score_gemma":0.000030558367,"teacher_disagreement_score":0.9628392,"about_ca_system_score_codex":0.0000050632875,"about_ca_system_score_gemma":0.000025876043,"threshold_uncertainty_score":0.43138713},"labels":[],"label_agreement":null},{"id":"W2165219952","doi":"","title":"Tackling Compliance: Small Business and Regulation in Canada","year":2006,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Business; Political science; Operations management; Engineering; Psychology","score_opus":0.024324014046880765,"score_gpt":0.2017481425853293,"score_spread":0.17742412853844855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165219952","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":[0.8723463,0.00014155488,0.0015401876,0.0022245029,0.00022854994,0.00015531617,4.2271358e-7,0.000054015258,0.12330914],"genre_scores_gemma":[0.99756575,0.0000033303925,0.00024072632,0.0006111111,0.00021473099,0.0000059533886,0.000011170938,0.0000068877985,0.0013403235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994458,0.0000020367534,0.00016651988,0.00014735099,0.00009808161,0.00014022553],"domain_scores_gemma":[0.9997385,0.000011654963,0.000064859036,0.00007551773,0.00010626266,0.0000031862157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005346873,0.00008543915,0.00010941868,0.00007076416,0.00009401439,0.00008551848,0.000050452687,0.000013921739,0.00007312652],"category_scores_gemma":[0.00000933247,0.00007898296,0.0000081407825,0.0003661761,0.000018693805,0.00026364927,0.000048031885,0.000030099332,0.000012514176],"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":[0.0000144594105,0.000018492025,0.9122963,0.00015109648,0.0000045098395,0.0000053920303,0.0000049513997,0.004944968,0.00017484526,0.06412039,0.008483914,0.009780666],"study_design_scores_gemma":[0.00024489095,2.8833958e-7,0.9615864,0.00003605112,0.0000029188343,5.134107e-7,0.0000805804,0.016255891,0.00000793713,0.003612056,0.018062545,0.00010989161],"about_ca_topic_score_codex":0.9252381,"about_ca_topic_score_gemma":0.98192143,"teacher_disagreement_score":0.12521945,"about_ca_system_score_codex":0.000050883882,"about_ca_system_score_gemma":0.000042496627,"threshold_uncertainty_score":0.32208318},"labels":[],"label_agreement":null},{"id":"W2167012904","doi":"10.7939/r3g58z","title":"Public Trust and Regulatory Governance as represented through the Media","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Distrust; Public trust; Politics; Public relations; Framing (construction); Cynicism; Civility; Scrutiny; Corporate governance; Political science; Sociology; Business; Law","score_opus":0.01758801223419283,"score_gpt":0.17187668017469607,"score_spread":0.15428866794050325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167012904","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":[0.38229087,0.00010349566,0.000039919505,0.031171337,0.000107215055,0.00007790499,5.3155344e-7,0.000045417673,0.58616334],"genre_scores_gemma":[0.9859008,0.00006373737,0.000093596056,0.0012125346,0.00017092438,1.1394267e-7,0.000009789506,0.000007188253,0.012541273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954456,0.000011376412,0.0000702238,0.00015090885,0.00012277983,0.00010012365],"domain_scores_gemma":[0.9995067,0.00010407909,0.0001287884,0.00022501737,0.000027388682,0.00000802573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000334734,0.00007363583,0.0001087298,0.000026629643,0.00022312423,0.000059141184,0.00024570854,0.000028243212,0.00062373804],"category_scores_gemma":[0.00007127124,0.00006175143,0.000041034098,0.00019054723,0.00023095522,0.0019259928,0.0003101887,0.000048388683,0.000059442853],"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":[0.000040709383,0.000021724147,0.06025852,0.000036252055,0.00003596211,0.0000013213702,0.00082123297,0.0000077393415,0.000009582535,0.8205591,0.11571875,0.0024891177],"study_design_scores_gemma":[0.00029858624,0.0000031967816,0.25480583,0.000019955756,0.000014593278,6.1107346e-7,0.0010101276,0.0007744146,0.000009950568,0.014070387,0.7289102,0.00008215377],"about_ca_topic_score_codex":0.00095177925,"about_ca_topic_score_gemma":0.00018061313,"teacher_disagreement_score":0.8064887,"about_ca_system_score_codex":0.0000029904509,"about_ca_system_score_gemma":0.0000095896285,"threshold_uncertainty_score":0.6829494},"labels":[],"label_agreement":null},{"id":"W2167204512","doi":"10.1177/0020852313517995","title":"Regulation and time: temporal patterns in regulatory development","year":2014,"lang":"en","type":"article","venue":"International Review of Administrative Sciences","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"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":"Australian Government","keywords":"Jurisdiction; Dimension (graph theory); Process (computing); Economic geography; Biology; Economics; Political science; Computer science; Mathematics; Law","score_opus":0.05902889682349911,"score_gpt":0.3334015052856404,"score_spread":0.2743726084621413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167204512","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":[0.8110736,0.0022042124,0.0006417327,0.008898554,0.0003647695,0.00042955566,0.0000026902865,0.000035304576,0.17634958],"genre_scores_gemma":[0.9981153,0.00015610724,0.0006096239,0.00071877276,0.000094215684,0.000010982701,0.000010013469,0.0000023522764,0.0002826075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908936,0.000013214957,0.00031543538,0.0001767949,0.00033012213,0.000075063275],"domain_scores_gemma":[0.99951196,0.00003782756,0.000251237,0.000056131372,0.00013684898,0.0000060115412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006953343,0.00007866387,0.00014805875,0.000117056654,0.00006942156,0.000050764836,0.00016541661,0.000012412864,0.00023279357],"category_scores_gemma":[0.00014313821,0.000062916435,0.000023508903,0.00019175022,0.00016314849,0.00046655277,0.00006372558,0.000027349088,0.00002600486],"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":[0.000019932979,0.00010231199,0.5874041,0.0019090971,0.000028978919,0.000001264219,0.0001236013,0.000017459912,0.00030163393,0.31956592,0.0023391296,0.08818657],"study_design_scores_gemma":[0.0001335211,0.000015225204,0.94596136,0.0024945356,0.000003927902,0.0000011538081,0.00007359535,0.001338154,0.0001074501,0.0039663846,0.045797862,0.00010685931],"about_ca_topic_score_codex":0.000012807594,"about_ca_topic_score_gemma":0.000030165751,"teacher_disagreement_score":0.35855722,"about_ca_system_score_codex":0.00001425232,"about_ca_system_score_gemma":0.000033303924,"threshold_uncertainty_score":0.25656578},"labels":[],"label_agreement":null},{"id":"W2169134211","doi":"10.1111/j.1744-7976.2008.00129.x","title":"Evaluating an Environmental Right: Information Disclosure, Public Comment, and Government Decision Making in Ontario","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Government (linguistics); Argument (complex analysis); Incentive; Welfare economics; Political science; Public administration; Humanities; Law and economics; Sociology; Economics; Philosophy; Microeconomics; Medicine","score_opus":0.047946349795329454,"score_gpt":0.18926196890179087,"score_spread":0.1413156191064614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169134211","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":[0.9952179,0.00005789481,0.0000091978545,0.0018091495,0.0005208929,0.00018722533,0.000015886502,0.0000042949696,0.002177521],"genre_scores_gemma":[0.99816644,0.000020643276,0.00024684583,0.0011351678,0.00031493508,0.000005953357,0.00003302685,0.000008785476,0.000068182686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859977,0.000011208039,0.00074541685,0.00018593423,0.00003524613,0.00042245546],"domain_scores_gemma":[0.9989318,0.00003428148,0.0006713683,0.00012403946,0.000053620184,0.0001848821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003322742,0.00021058213,0.00033117883,0.00024818254,0.0004467993,0.0003333927,0.0002524837,0.00006039231,0.0003262346],"category_scores_gemma":[0.000034138615,0.0001822527,0.000083965286,0.00007538149,0.00008564958,0.004402061,0.00003742702,0.00019852458,0.000023521423],"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":[0.00007770409,0.00003855329,0.94552064,0.00002966206,0.00010478482,0.00004735891,0.0030733054,0.0070377523,0.000011483822,0.022612821,0.0018365652,0.019609373],"study_design_scores_gemma":[0.000736553,0.00006298234,0.950745,0.00005676322,0.000017716578,0.00016543666,0.0020533453,0.0010204498,0.0000011254301,0.0013999671,0.04347357,0.0002670957],"about_ca_topic_score_codex":0.096907236,"about_ca_topic_score_gemma":0.9867796,"teacher_disagreement_score":0.8898723,"about_ca_system_score_codex":0.0027003807,"about_ca_system_score_gemma":0.00021322502,"threshold_uncertainty_score":0.90910655},"labels":[],"label_agreement":null},{"id":"W2169458664","doi":"10.1093/ecam/nel090","title":"The Canadian Natural Health Products (NHP) Regulations: Industry Compliance Motivations","year":2006,"lang":"en","type":"article","venue":"Evidence-based Complementary and Alternative Medicine","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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 Toronto","funders":"","keywords":"Business; Compliance (psychology); Duty; Qualitative research; Marketing; Industrial organization; Public relations; Psychology; Law; Political science; Social psychology","score_opus":0.12816310485595817,"score_gpt":0.32763404182102424,"score_spread":0.19947093696506607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169458664","genre_codex":"commentary","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":[0.1259891,0.011698827,0.00081457885,0.85297287,0.0018730834,0.0016800786,0.00002395016,0.00015795308,0.0047895806],"genre_scores_gemma":[0.9842244,0.000054646756,0.0002194404,0.011994175,0.0025507528,0.0000540809,0.00014796482,0.000013222568,0.00074135396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982699,0.00005169796,0.00045791996,0.00036984702,0.00044160977,0.0004090164],"domain_scores_gemma":[0.99870616,0.0002475613,0.00034031633,0.00027115046,0.0003957244,0.00003911472],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00062644266,0.00022686648,0.00023882501,0.00022471842,0.002462017,0.00018843482,0.0002969645,0.000020977073,0.00016429978],"category_scores_gemma":[0.00018746332,0.0001571234,0.000031270916,0.000644133,0.0005226306,0.00076559844,0.000075264295,0.00029129867,0.000018287936],"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":[0.00010355546,0.00008003665,0.42963842,0.00029974827,0.00011876926,0.000014480076,0.00019015696,0.0015365441,0.00014088645,0.31568253,0.22682261,0.025372287],"study_design_scores_gemma":[0.00090605195,0.000038810453,0.78724724,0.0010645917,0.000026278552,0.0000024650026,0.00049950276,0.011502749,0.000027247797,0.011763625,0.1866807,0.00024072181],"about_ca_topic_score_codex":0.21865506,"about_ca_topic_score_gemma":0.19973901,"teacher_disagreement_score":0.85823524,"about_ca_system_score_codex":0.00019438546,"about_ca_system_score_gemma":0.00014678981,"threshold_uncertainty_score":0.99883664},"labels":[],"label_agreement":null},{"id":"W2169891156","doi":"10.1002/pam.10137","title":"Incentives for pollution abatement: Regulation, regulatory threats, and non‐governmental pressures","year":2003,"lang":"en","type":"article","venue":"Journal of Policy Analysis and Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":100,"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 British Columbia","funders":"","keywords":"Incentive; Business; Public economics; Natural resource economics; Environmental regulation; Pollution; Turnover; Pollutant; Environmental planning; Economics; Environmental science; Ecology","score_opus":0.013826368290568488,"score_gpt":0.2611009790789218,"score_spread":0.24727461078835333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169891156","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":[0.70209444,0.011655776,0.15097126,0.017376589,0.00079939514,0.002381314,0.000024791247,0.00008279716,0.114613615],"genre_scores_gemma":[0.9958537,0.0009473657,0.0008920594,0.00055688224,0.00031791127,0.0000097248285,0.0000034989405,0.000008352159,0.0014104835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989794,0.000013289048,0.0003958537,0.00016793195,0.00028377035,0.00015975018],"domain_scores_gemma":[0.99919015,0.00001482584,0.0005321101,0.00011597512,0.00012690575,0.00002002203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046060962,0.00013797873,0.0002890684,0.0006085578,0.0002571638,0.000179927,0.00007468888,0.000026110582,0.00002645376],"category_scores_gemma":[0.000024027675,0.00011363251,0.00015915562,0.000501281,0.00006832955,0.00059424964,0.00007006435,0.000033767465,0.0000011208273],"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":[0.00017959205,0.00019534062,0.06283234,0.0004988531,0.0051955148,0.0000040933005,0.0002561876,0.0014675065,0.000321484,0.893365,0.010889146,0.02479493],"study_design_scores_gemma":[0.001670292,0.000033784756,0.8512774,0.00006632607,0.002551912,0.0000024364167,0.002052288,0.0022207114,0.00010319438,0.02696553,0.112821884,0.00023421734],"about_ca_topic_score_codex":0.000060283546,"about_ca_topic_score_gemma":0.000053996817,"teacher_disagreement_score":0.86639947,"about_ca_system_score_codex":0.0000631413,"about_ca_system_score_gemma":0.0000073154897,"threshold_uncertainty_score":0.46337992},"labels":[],"label_agreement":null},{"id":"W2170578520","doi":"10.1093/ei/cbh045","title":"The Good, the Bad, and the Regulator: An Experimental Test of Two Conditional Audit Schemes","year":2003,"lang":"en","type":"article","venue":"Economic Inquiry","topic":"Regulation and Compliance Studies","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":"McMaster University","funders":"","keywords":"Audit; Compliance (psychology); Econometrics; Test (biology); Accounting; Business; Actuarial science; Computer science; Economics; Psychology","score_opus":0.02697882091524614,"score_gpt":0.26874477310322775,"score_spread":0.2417659521879816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170578520","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":[0.9641309,0.0009936944,0.000027119948,0.0028118396,0.0009856028,0.0002768524,0.0000031404404,0.00002517501,0.030745702],"genre_scores_gemma":[0.9975896,0.000014805825,0.000021691425,0.000752102,0.0010584068,0.000037607206,0.0000049988057,0.000008439748,0.00051237846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994622,0.000019139554,0.00019648903,0.0001383707,0.00006421812,0.00011961203],"domain_scores_gemma":[0.9994017,0.00016284522,0.00017202331,0.00023145799,0.000026644748,0.000005325441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040761812,0.00009503647,0.00011422558,0.000019529927,0.0006200488,0.0001596282,0.00017148932,0.000016084874,0.00020398367],"category_scores_gemma":[0.000035401474,0.000049384093,0.000047761678,0.000036803158,0.0008718884,0.00034329083,0.00007836726,0.000049186034,0.000075095915],"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":[0.00001921701,0.000017755277,0.008209268,0.000003784372,0.000030677013,1.0484179e-7,0.00018585558,0.000058563735,0.000094777926,0.9796532,0.011411476,0.00031532417],"study_design_scores_gemma":[0.0044767545,0.000025709529,0.09779579,0.000023569744,0.00006055922,0.0000115564535,0.015039549,0.006957605,0.0018760843,0.11684354,0.75649685,0.00039243538],"about_ca_topic_score_codex":0.000022821767,"about_ca_topic_score_gemma":0.00002811545,"teacher_disagreement_score":0.86280966,"about_ca_system_score_codex":0.000018171304,"about_ca_system_score_gemma":0.000015402604,"threshold_uncertainty_score":0.4768977},"labels":[],"label_agreement":null},{"id":"W2171736988","doi":"10.1111/j.1748-5991.2010.01100.x","title":"Governing the gap: Forging safe science through relational regulation","year":2011,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":173,"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":"Apprehension; Interdependence; Constraint (computer-aided design); Sociology; Action (physics); Ethnography; Public relations; Process management; Business; Knowledge management; Computer science; Political science; Epistemology; Social science; Engineering","score_opus":0.07142465795682423,"score_gpt":0.24063328315212498,"score_spread":0.16920862519530075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171736988","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":[0.15257375,0.0005670295,0.059546106,0.0055646924,0.0015227061,0.0007767033,0.0000064190017,0.00038724756,0.77905536],"genre_scores_gemma":[0.9929385,0.000018391675,0.0021508485,0.00083684217,0.00079369044,0.00002497463,0.000012721968,0.000023158425,0.003200825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979337,0.000010477563,0.00038903565,0.00041820345,0.00090900104,0.00033962438],"domain_scores_gemma":[0.9982632,0.000042687843,0.00088817446,0.00042038775,0.0003736909,0.000011891558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053350255,0.00020005352,0.00016080648,0.000062413696,0.0012598467,0.00020305626,0.00038297215,0.00005042323,0.00075420586],"category_scores_gemma":[0.0002348767,0.00015942226,0.00008812231,0.0010943613,0.00039881695,0.003759921,0.00019560647,0.00012502704,0.00048522773],"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":[0.00003759691,0.000021918722,0.027743958,0.000020528516,0.000012315913,5.265946e-7,0.00038151167,0.0015698139,0.0005455356,0.9600707,0.003325887,0.0062696743],"study_design_scores_gemma":[0.000268137,0.000003895151,0.82030284,0.00006245343,0.000018075736,0.0000025773752,0.00011990254,0.020220524,0.00014888264,0.0409054,0.11774955,0.0001977877],"about_ca_topic_score_codex":0.00019067986,"about_ca_topic_score_gemma":0.000051736108,"teacher_disagreement_score":0.9191653,"about_ca_system_score_codex":0.00015329359,"about_ca_system_score_gemma":0.00005417384,"threshold_uncertainty_score":0.96898496},"labels":[],"label_agreement":null},{"id":"W2178067903","doi":"","title":"Canadian Environmental Assessment Reform: A Glimpse at Regressive Reforms in Canadian Environmental Law","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Environmental law; Law reform; Political science; Law","score_opus":0.004679442510220288,"score_gpt":0.19713713288324533,"score_spread":0.19245769037302504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178067903","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":[0.84861404,0.0006749752,0.000028054901,0.007926284,0.0003983172,0.00032811268,0.000016314754,0.000025878566,0.14198801],"genre_scores_gemma":[0.9944549,0.00033006314,0.000016729375,0.0022034273,0.00054842455,0.000016816317,0.00008533284,0.000034391287,0.0023098707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630094,0.000022805034,0.00034550403,0.0002931186,0.00032922803,0.0027084136],"domain_scores_gemma":[0.99941146,0.000006689605,0.00021030164,0.00022817419,0.000009872145,0.00013347153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008710498,0.0002591246,0.00023545913,0.00037249428,0.00089200056,0.00015429402,0.00032234652,0.000090969676,0.00036382565],"category_scores_gemma":[0.0000075421317,0.00021791008,0.00009187689,0.00013604003,0.00009730392,0.000740002,0.000094732226,0.0008299544,0.00036455228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007341065,0.00010586482,0.271936,0.000018392062,0.00018923997,0.00006200428,0.00016891933,0.0001752977,0.00035325627,0.7002895,0.0009279639,0.025700148],"study_design_scores_gemma":[0.002443053,0.00012602283,0.3589154,0.0000708698,0.00006217812,0.0002600728,0.0054464843,0.0027485306,0.000018334667,0.08187945,0.54707927,0.0009503314],"about_ca_topic_score_codex":0.8064309,"about_ca_topic_score_gemma":0.9961811,"teacher_disagreement_score":0.61841005,"about_ca_system_score_codex":0.0205627,"about_ca_system_score_gemma":0.00064993306,"threshold_uncertainty_score":0.9831972},"labels":[],"label_agreement":null},{"id":"W2178725287","doi":"10.1017/cls.2015.34","title":"Making or Administering Law and Policy? Discretion and Judgment in Employment Standards Enforcement in Ontario","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Regulation and Compliance Studies","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":"York University; Memorial University of Newfoundland","funders":"","keywords":"Discretion; Front line; Enforcement; Judicial discretion; Politics; Front (military); Political science; Scope (computer science); Law; Law and economics; Conceptual framework; Sociology; Judicial review; Computer science; Engineering; Social science","score_opus":0.05685209998040714,"score_gpt":0.29688775108096704,"score_spread":0.2400356511005599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178725287","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":[0.9649511,0.00046920858,0.000084744745,0.0032216562,0.0002630036,0.00022310029,0.000010909921,0.0000051709876,0.030771106],"genre_scores_gemma":[0.9942672,0.000057818925,0.0001140199,0.0049084425,0.00015581494,0.000006567902,0.000003566368,0.000013064718,0.00047345366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998983,0.000012523076,0.00036428066,0.00016651236,0.000114815986,0.00035882895],"domain_scores_gemma":[0.999418,0.000018662106,0.00018372759,0.0000751261,0.00013215082,0.00017229727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603339,0.00014782177,0.0002990547,0.00011555656,0.00019634822,0.00024484633,0.00007622668,0.000059722257,0.000036758192],"category_scores_gemma":[0.000031196487,0.00014272671,0.00005164296,0.00012309503,0.00015920315,0.0004954894,0.00004050308,0.00019460628,1.967188e-7],"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":[0.000084260166,0.000018271556,0.026037334,0.00021969076,0.00008917416,0.00016647097,0.03464292,0.00023533186,0.0000055974824,0.9331004,0.00041709634,0.004983453],"study_design_scores_gemma":[0.0066064615,0.00030215198,0.1143715,0.002223814,0.00012270632,0.00020672235,0.07636583,0.0017653807,0.00000407275,0.03871808,0.75833327,0.0009799981],"about_ca_topic_score_codex":0.6030574,"about_ca_topic_score_gemma":0.9944371,"teacher_disagreement_score":0.8943823,"about_ca_system_score_codex":0.0016109919,"about_ca_system_score_gemma":0.0006024103,"threshold_uncertainty_score":0.5820226},"labels":[],"label_agreement":null},{"id":"W2183748894","doi":"10.1080/10301763.2010.10669410","title":"TRANSFORMING THE INSPECTION BLITZ: TARGETED CAMPAIGNS, ENFORCEMENT AND THE OMBUDSMAN","year":2010,"lang":"en","type":"article","venue":"Labour & Industry a journal of the social and economic relations of work","topic":"Regulation and Compliance Studies","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":"Library of Parliament","funders":"","keywords":"Criminology; Enforcement; Law enforcement; Political science; Computer security; Business; Law; Psychology; Computer science","score_opus":0.013753046941294709,"score_gpt":0.22615152453768697,"score_spread":0.21239847759639227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183748894","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":[0.97649676,0.00013913614,0.000027163549,0.017495457,0.0005883049,0.00014064119,0.0000012568496,0.0000057157567,0.0051055974],"genre_scores_gemma":[0.99791396,0.000020822708,0.000018269548,0.0002701254,0.0011340686,0.0000035371786,3.6271322e-7,0.0000050132353,0.0006338708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994276,0.000019035017,0.00032764376,0.0000571536,0.000078686244,0.00008984174],"domain_scores_gemma":[0.99930084,0.00005866963,0.00049080653,0.00007836427,0.00006405036,0.0000072790876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057498633,0.000076429526,0.00014726662,0.000043349875,0.001084826,0.00012048546,0.00016077823,0.000090425056,0.0001385466],"category_scores_gemma":[0.000042327156,0.000039146333,0.000098339515,0.00015315245,0.0003024753,0.00035648354,0.000053791486,0.0005149505,0.0000027695712],"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":[0.0002143256,0.000033225406,0.16529639,0.000026112697,0.00034320442,2.766518e-7,0.004976063,0.001842171,0.0000846414,0.8150031,0.0039037347,0.008276781],"study_design_scores_gemma":[0.0027346832,0.000016564893,0.7823413,0.00010626801,0.00031024803,0.000015926793,0.016109655,0.0008512105,0.00003733871,0.076399475,0.120855354,0.00022197167],"about_ca_topic_score_codex":0.00011950771,"about_ca_topic_score_gemma":0.0001003458,"teacher_disagreement_score":0.7386036,"about_ca_system_score_codex":0.000016339478,"about_ca_system_score_gemma":0.000023765704,"threshold_uncertainty_score":0.8343713},"labels":[],"label_agreement":null},{"id":"W2193915070","doi":"","title":"The Regulation of Public Auditing in Canada and the United States: Self-Regulation or Government Regulation?","year":2006,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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":"Accounting; Business; Audit; Corporate governance; Auditor independence; Capital market; Accountability; Issuer; External auditor; Joint audit; Internal audit; Finance; Political science; Law","score_opus":0.012657127831750992,"score_gpt":0.20314843847334887,"score_spread":0.19049131064159788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193915070","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":[0.97822046,0.00021369739,0.00033396104,0.009072948,0.00024454002,0.00064134557,0.00000558415,0.000069645066,0.011197827],"genre_scores_gemma":[0.9978387,0.000025468302,0.00008739758,0.00058983575,0.0003019922,0.000040183466,0.000053637446,0.000015192837,0.0010476257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983898,0.00006427255,0.00051459717,0.00020462362,0.00057620945,0.0002505172],"domain_scores_gemma":[0.99877447,0.00026410102,0.00047831633,0.00026609318,0.00020415307,0.000012848127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007092887,0.00015570196,0.00019053812,0.000055577217,0.00058243686,0.0002883789,0.00016757287,0.00003200548,0.00009946318],"category_scores_gemma":[0.00013116337,0.00009481526,0.000034910034,0.00067954767,0.00014555216,0.0005862785,0.00010706061,0.00009423378,0.000006641716],"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":[0.00020574483,0.00004506708,0.16647264,0.00011441519,0.00006840493,0.000001110011,0.00008664538,0.018223688,0.000081180566,0.8011604,0.010283599,0.0032571345],"study_design_scores_gemma":[0.0013187514,0.0000036796605,0.8106309,0.000052441475,0.000025142152,8.0083703e-7,0.000825281,0.0732207,0.00002520237,0.018745897,0.09500152,0.0001496578],"about_ca_topic_score_codex":0.57416874,"about_ca_topic_score_gemma":0.9072037,"teacher_disagreement_score":0.7824145,"about_ca_system_score_codex":0.00028593553,"about_ca_system_score_gemma":0.000084332074,"threshold_uncertainty_score":0.44796923},"labels":[],"label_agreement":null},{"id":"W2212948510","doi":"10.18461/ijfsd.v6i4.645","title":"Evolving US Food Safety Regulations and International Competitors: Implementation Dynamics","year":2015,"lang":"en","type":"article","venue":"International journal on food system dynamics","topic":"Regulation and Compliance Studies","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 Saskatchewan","funders":"","keywords":"Competitor analysis; Business; Dynamics (music); Food safety; Risk analysis (engineering); Marketing; Chemistry; Food science; Psychology","score_opus":0.03140353631660899,"score_gpt":0.28360989275635473,"score_spread":0.25220635643974576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212948510","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":[0.74389374,0.00042124192,0.072749205,0.026127378,0.032335717,0.0010365444,0.00042694344,0.0005734736,0.122435726],"genre_scores_gemma":[0.9952294,0.000015775533,0.00040966598,0.00035837558,0.0033937322,0.000012702333,0.00028775344,0.000032112224,0.00026047105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979062,0.000030147823,0.0006836593,0.00026979338,0.00088918436,0.00022103576],"domain_scores_gemma":[0.99768686,0.000046929727,0.00065214565,0.00015201281,0.0014093885,0.000052658812],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004696162,0.00023419046,0.00022903636,0.0005159232,0.000313294,0.001069835,0.00047420975,0.000067603585,0.000051489744],"category_scores_gemma":[0.00008494308,0.00022469764,0.000112655616,0.00019896872,0.000052929307,0.0013169369,0.00022402123,0.000205281,0.00005739018],"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":[0.00018080627,0.00009156186,0.120834686,0.000048523503,0.00071195303,0.00001884212,0.00016342511,0.0067505045,0.000008212622,0.8500188,0.0025420126,0.018630644],"study_design_scores_gemma":[0.004157751,0.00027011128,0.12781107,0.0005355389,0.000094208524,0.00034277482,0.011100794,0.8068488,0.0000036443075,0.00914273,0.039041027,0.0006515041],"about_ca_topic_score_codex":0.000055969653,"about_ca_topic_score_gemma":0.0012155424,"teacher_disagreement_score":0.8408761,"about_ca_system_score_codex":0.0016105318,"about_ca_system_score_gemma":0.000065298496,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W2215316846","doi":"10.2139/ssrn.1709569","title":"Consumer Product Safety in Canada: Need to Act, More than Enact?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Consumer safety; Legislation; Business; Consumer protection; Product (mathematics); Food safety; Marketing; Consumer demand; Action (physics); Consumer law; Risk analysis (engineering); Commerce; Law and economics; Economics; Law; Political science; Medicine","score_opus":0.00754988065135776,"score_gpt":0.21157679481164438,"score_spread":0.20402691416028662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215316846","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":[0.973192,0.00031875173,0.0000995835,0.01894358,0.000804502,0.00021018533,6.496054e-7,0.000024385683,0.0064063957],"genre_scores_gemma":[0.9967241,0.00009346611,0.000022794158,0.0010832719,0.0009855002,0.0000063736557,0.000002642213,0.000016670812,0.0010651352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980481,0.0000072680414,0.000252035,0.00018570988,0.00025488957,0.0012519625],"domain_scores_gemma":[0.9995493,0.0000131979,0.00012944886,0.0001601534,0.00012730203,0.00002057249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612556,0.00014602361,0.0001810223,0.00015617073,0.00021777302,0.00009425545,0.0002463672,0.00002185842,0.000086706634],"category_scores_gemma":[0.00009733193,0.00012311808,0.000043298078,0.00038159784,0.000024127527,0.00037502075,0.000067002184,0.0010194184,0.00005440358],"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":[0.00025602136,0.0000760732,0.7281556,0.000030426581,0.00016972004,0.00001626735,0.00015251778,0.0002727213,0.0019075002,0.13751732,0.009495649,0.12195018],"study_design_scores_gemma":[0.0010403141,0.000013514727,0.72376525,0.000035216264,0.00003074953,0.00006792787,0.0035854722,0.00034330314,0.00006194434,0.018042518,0.25256824,0.00044554134],"about_ca_topic_score_codex":0.31012,"about_ca_topic_score_gemma":0.9775712,"teacher_disagreement_score":0.6674512,"about_ca_system_score_codex":0.0005496842,"about_ca_system_score_gemma":0.0020239784,"threshold_uncertainty_score":0.694474},"labels":[],"label_agreement":null},{"id":"W2231013681","doi":"","title":"Risk Regulation: Technocratic and Democratic Tools for Regulatory Reform","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":39,"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 Toronto","funders":"","keywords":"Technocracy; Normative; Politics; Democracy; Law and economics; Political science; Regulatory reform; Public administration; Public economics; Economics; Law","score_opus":0.01766591266324005,"score_gpt":0.2193913844338296,"score_spread":0.20172547177058955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231013681","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":[0.951967,0.0032344847,0.027383164,0.003593621,0.00033181498,0.00063851755,0.0000013469822,0.00019417776,0.012655858],"genre_scores_gemma":[0.9939409,0.0010130545,0.00039181346,0.0002628996,0.0010125412,0.000027214368,0.000004936192,0.000024395451,0.0033222402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99832326,0.0000081624885,0.00032092986,0.00019682516,0.00022265648,0.0009281577],"domain_scores_gemma":[0.99926084,0.000036314243,0.00033415118,0.00016945014,0.00018563456,0.000013607466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075956044,0.00016570788,0.00020829914,0.00016268269,0.0011888748,0.00016226401,0.00014833071,0.000057332385,0.000017065258],"category_scores_gemma":[0.00013469288,0.00013709704,0.00009387514,0.00023913037,0.000106524516,0.001285561,0.000049228867,0.00042534014,0.000021323907],"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":[0.00013143143,0.000054588345,0.016136613,0.00007426274,0.00022784687,0.0000025347506,0.00007052326,0.00010356573,0.00022702388,0.88399965,0.003398009,0.09557394],"study_design_scores_gemma":[0.0011072576,0.000061027975,0.08696068,0.000035523062,0.000088299086,0.00022161585,0.0011787136,0.0030225501,0.000018307699,0.89667296,0.010350078,0.0002830065],"about_ca_topic_score_codex":0.000021155643,"about_ca_topic_score_gemma":0.00017297179,"teacher_disagreement_score":0.09529094,"about_ca_system_score_codex":0.0003126637,"about_ca_system_score_gemma":0.00018752478,"threshold_uncertainty_score":0.9143984},"labels":[],"label_agreement":null},{"id":"W2231233859","doi":"10.60082/0829-3929.1044","title":"Criminalizing Poverty: The Criminal Law Power and the Safe Streets Act","year":2002,"lang":"en","type":"article","venue":"Journal of Law and Social Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criminology; Political science; Law; Criminal law; Power (physics); Poverty; Sociology","score_opus":0.046108332090115035,"score_gpt":0.28150578334901044,"score_spread":0.2353974512588954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231233859","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":[0.22524565,0.0015690589,0.000024551236,0.16661112,0.0003190715,0.00014883354,0.0000014507856,0.000016148113,0.6060641],"genre_scores_gemma":[0.9638045,0.00009232829,0.000008000421,0.033201337,0.0026115149,8.3178764e-7,1.3932589e-7,0.0000066046046,0.00027477718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993633,0.000022854012,0.00021030515,0.000061303705,0.0001977454,0.00014450436],"domain_scores_gemma":[0.99953866,0.000047323803,0.00024495562,0.00005346894,0.000106253414,0.000009349365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026131884,0.00009468605,0.00018388848,0.000037952286,0.0009365698,0.00032587178,0.000117488846,0.000029052586,0.00005843098],"category_scores_gemma":[0.000028278771,0.000048794253,0.00009620795,0.00007356204,0.00039247703,0.0004065334,0.000078502395,0.00013047412,0.0000060421353],"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":[0.00005198615,0.000015118167,0.00013799062,0.000021405822,0.00004391652,0.0000029279304,0.0026218586,7.936842e-7,0.000008245649,0.9855242,0.008153844,0.0034177161],"study_design_scores_gemma":[0.0026809643,0.000034595698,0.041940894,0.000058725032,0.00030335385,0.000053092746,0.0073469314,0.00024954122,0.0000050869166,0.07589323,0.87120086,0.00023270685],"about_ca_topic_score_codex":0.0008868219,"about_ca_topic_score_gemma":0.00012935558,"teacher_disagreement_score":0.90963095,"about_ca_system_score_codex":0.000011514313,"about_ca_system_score_gemma":0.0000064720825,"threshold_uncertainty_score":0.7203433},"labels":[],"label_agreement":null},{"id":"W2241775854","doi":"","title":"Environmental Reporting in Securities Regulation: Trends, Explanations and Potentialities","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"University of British Columbia","funders":"","keywords":"Corporate governance; Incentive; Compromise; Environmental regulation; Accounting; Environmental governance; Face (sociological concept); Business; Process (computing); Porter hypothesis; Civil society; Political science; Economics; Public economics; Market economy; Law; Finance; Sociology; Politics; Social science","score_opus":0.017938314034622954,"score_gpt":0.2296023295998996,"score_spread":0.21166401556527664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241775854","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":[0.9776536,0.0059719714,0.00046384113,0.0018788578,0.00027967626,0.000059322447,6.9265593e-7,0.000035020283,0.01365697],"genre_scores_gemma":[0.9965406,0.0004989169,0.000026227417,0.00012517029,0.0010042463,0.000005788107,0.000008510376,0.000010086069,0.0017804768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99848455,0.000010340463,0.00042662604,0.000094327406,0.00016799876,0.0008161834],"domain_scores_gemma":[0.9994477,0.000009856232,0.00045544465,0.000061939834,0.00001535773,0.000009694376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008996226,0.000098327946,0.00012305882,0.00023392178,0.0003011594,0.00011749308,0.000054995686,0.000027166941,0.00011481082],"category_scores_gemma":[0.000035366225,0.000092472575,0.000045115765,0.00013627732,0.000046707148,0.0012508988,0.000045166376,0.00028782585,0.0000119478555],"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":[0.000016962184,0.00005819867,0.36704683,0.000015874211,0.000054499375,0.0000016347348,0.0005177253,0.00004179561,0.000088602705,0.5854591,0.00049090374,0.04620784],"study_design_scores_gemma":[0.00046243737,0.0000082507395,0.8401569,0.000027786651,0.000027912889,0.00015739107,0.015534574,0.00028674598,0.00000639414,0.12351772,0.019612983,0.00020087941],"about_ca_topic_score_codex":0.00005600435,"about_ca_topic_score_gemma":0.00034130184,"teacher_disagreement_score":0.47311008,"about_ca_system_score_codex":0.00014232354,"about_ca_system_score_gemma":0.000028266339,"threshold_uncertainty_score":0.3770922},"labels":[],"label_agreement":null},{"id":"W2245236174","doi":"10.22329/wyaj.v28i2.4505","title":"Implications of the Internet for Quasi-Legislative Instruments of Regulation","year":2010,"lang":"en","type":"article","venue":"Windsor Yearbook of Access to Justice","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rulemaking; Pace; The Internet; Legislature; Openness to experience; Quarter (Canadian coin); Political science; Point (geometry); Public relations; Law; Psychology; History; Computer science; World Wide Web; Social psychology; Geography","score_opus":0.046258174562250176,"score_gpt":0.30275521261169713,"score_spread":0.25649703804944696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245236174","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":[0.9231409,0.000009407615,0.004161866,0.0027840685,0.0006424502,0.0009381254,0.000018011497,0.000021427557,0.06828377],"genre_scores_gemma":[0.9982594,6.045955e-7,0.00063282705,0.00022608,0.00021178769,0.000034915698,0.000004516922,0.000009549076,0.0006202783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933517,0.000004464525,0.00029316923,0.0001262312,0.00014963163,0.00009132108],"domain_scores_gemma":[0.99883986,0.000049919712,0.0004320904,0.00026121704,0.00041045796,0.000006432195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012453336,0.000078073135,0.0001554273,0.000106675696,0.000056071905,0.00003367072,0.00041598937,0.000034391065,0.000085609994],"category_scores_gemma":[0.00018500355,0.000061010305,0.00006838398,0.0002952544,0.000094573756,0.00044023042,0.00021243181,0.000051449937,0.000006088623],"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":[0.0003655191,0.0004837263,0.316404,0.0018025975,0.0002257539,4.3773365e-8,0.0013490439,0.00063817814,0.062410254,0.5573523,0.021083647,0.037884917],"study_design_scores_gemma":[0.00036230925,0.000016933742,0.9725066,0.00009308331,0.00013899892,1.1655143e-7,0.00014183288,0.0014239872,0.005106666,0.006677649,0.013441871,0.000089963156],"about_ca_topic_score_codex":0.000111825386,"about_ca_topic_score_gemma":0.00010856152,"teacher_disagreement_score":0.6561026,"about_ca_system_score_codex":0.0000066043776,"about_ca_system_score_gemma":0.000017630857,"threshold_uncertainty_score":0.24879281},"labels":[],"label_agreement":null},{"id":"W2248370461","doi":"","title":"Deliberation and Legitimacy in Transnational Environmental Governance: The Case of Environmental Impact Assessment","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Deliberation; Legitimacy; Environmental impact assessment; Environmental governance; Corporate governance; Environmental planning; Political science; Environmental resource management; Geography; Business; Environmental science; Politics; Law","score_opus":0.0046014877254922,"score_gpt":0.2216538319482915,"score_spread":0.2170523442227993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248370461","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":[0.995909,0.00083236885,0.000730637,0.0014340669,0.000037514455,0.000121600024,0.0000048564793,0.0000043921077,0.00092561037],"genre_scores_gemma":[0.99928385,0.00026496648,0.000023400695,0.00006526467,0.0002190945,0.000005815805,0.000011181008,0.0000082587385,0.00011817672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990557,0.000013466539,0.0002339165,0.00010534055,0.00017241914,0.00041917205],"domain_scores_gemma":[0.9997429,0.00001692175,0.00017363185,0.00005534657,0.000006734401,0.0000044395474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004003411,0.00010266742,0.000100333156,0.00005111092,0.00020499947,0.00007115777,0.00006783189,0.000020545853,0.00009707689],"category_scores_gemma":[0.0000018622057,0.00007411998,0.000058682082,0.00006863218,0.00007319135,0.0005401135,0.00002388041,0.00030015805,0.0000021730134],"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":[0.00005916953,0.0002450066,0.15409827,0.000009690991,0.00007905642,0.000030617946,0.000062963845,0.0021388887,0.0020878883,0.8008088,0.00011661433,0.04026302],"study_design_scores_gemma":[0.0009753289,0.000027838134,0.9035012,0.0000052168916,0.00002440039,0.00050356553,0.00091782823,0.0050192187,0.000011236859,0.08837044,0.00053150865,0.00011222447],"about_ca_topic_score_codex":0.00014579378,"about_ca_topic_score_gemma":0.0009920967,"teacher_disagreement_score":0.74940294,"about_ca_system_score_codex":0.00037605685,"about_ca_system_score_gemma":0.00006792729,"threshold_uncertainty_score":0.3022525},"labels":[],"label_agreement":null},{"id":"W2253540721","doi":"","title":"The Effect of Inspector Group Size and Familiarity on Enforcement and Deterrence","year":2013,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance 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":"University of Calgary","funders":"","keywords":"Deterrence (psychology); Group (periodic table); Enforcement; Psychology; Criminology; Social psychology; Business; Political science; Law","score_opus":0.00707521973290147,"score_gpt":0.2013368479218181,"score_spread":0.19426162818891662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253540721","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":[0.9607649,0.00008059851,0.000033140343,0.00035878213,0.000069034824,0.00022953162,8.890615e-8,0.00002114535,0.038442798],"genre_scores_gemma":[0.99927145,0.000034525547,0.00001811535,0.0002472421,0.000055142507,0.000023052771,3.205683e-7,0.0000025069633,0.00034765783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996514,0.0000049908467,0.00008905951,0.000090568676,0.00008546347,0.00007852294],"domain_scores_gemma":[0.9997001,0.00014250929,0.000048061378,0.00008112744,0.000024045388,0.000004128832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009991419,0.00006801651,0.00008308527,0.000015302061,0.00015399228,0.00010547556,0.00004839324,0.000010745765,0.000070171416],"category_scores_gemma":[0.000050425508,0.000035933936,0.000014359126,0.00005762529,0.00007810675,0.0001835519,0.00008542091,0.000025364363,0.000021648213],"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":[0.00007791151,0.000020462809,0.7531229,0.00018410438,0.00004489831,2.9286315e-7,0.000052789997,0.0000052255104,0.0011031358,0.12842636,0.0042255954,0.11273629],"study_design_scores_gemma":[0.00037700738,0.00006176629,0.9870509,0.000021084885,0.000009328671,1.1955561e-7,0.00011050332,0.0034328569,0.00014224811,0.0019085341,0.0068131792,0.00007247301],"about_ca_topic_score_codex":0.00042733786,"about_ca_topic_score_gemma":0.000102315986,"teacher_disagreement_score":0.23392797,"about_ca_system_score_codex":0.0000031714203,"about_ca_system_score_gemma":5.492717e-7,"threshold_uncertainty_score":0.14653432},"labels":[],"label_agreement":null},{"id":"W2255091229","doi":"","title":"Core Competencies for Canada’s Regulatory Community","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Government of Canada; Institute on Governance","funders":"","keywords":"Core competency; Government (linguistics); Core (optical fiber); Regulatory reform; Government regulation; Political science; Business; Public relations; Public administration; Engineering; Marketing; Telecommunications; Law","score_opus":0.03107459050644789,"score_gpt":0.24065522587729157,"score_spread":0.20958063537084368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255091229","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":[0.9854046,0.00027529564,0.0007154265,0.0030255143,0.0010315944,0.00016628129,0.0000017656392,0.0000505203,0.009329009],"genre_scores_gemma":[0.9959567,0.000027314712,0.0000940121,0.0010116347,0.0011622242,0.000007607919,0.000007972979,0.000016370625,0.0017161561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985112,0.0000079013425,0.00019259179,0.000085832384,0.00020260716,0.0009998495],"domain_scores_gemma":[0.9993085,0.000045694364,0.00018502862,0.00018658215,0.00026189862,0.000012242751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009702393,0.00012332686,0.0001510445,0.00006732238,0.0011807197,0.000106276835,0.00032578118,0.000034803696,0.000037336387],"category_scores_gemma":[0.00009991671,0.000107088825,0.0000743642,0.00011066396,0.00006943102,0.00030246537,0.00006375483,0.0013423223,0.000009398829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034421653,0.00003237301,0.014148201,0.000026495522,0.00007921518,5.1287395e-7,0.000031776763,0.000020548074,0.0009083093,0.9625459,0.011544829,0.010627464],"study_design_scores_gemma":[0.00080386095,0.000028521505,0.08711857,0.00001610108,0.00004509116,0.000048253645,0.004693301,0.00063064846,0.000019806364,0.482725,0.4235816,0.00028927202],"about_ca_topic_score_codex":0.069470145,"about_ca_topic_score_gemma":0.9336082,"teacher_disagreement_score":0.864138,"about_ca_system_score_codex":0.00019928324,"about_ca_system_score_gemma":0.0012522729,"threshold_uncertainty_score":0.93672633},"labels":[],"label_agreement":null},{"id":"W2255788385","doi":"10.2139/ssrn.2008498","title":"Responsive Regulation in Context, Circa 2011","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"University of British Columbia","funders":"","keywords":"Context (archaeology); Political science; Geography; Archaeology","score_opus":0.02612100490590021,"score_gpt":0.22306337135581478,"score_spread":0.19694236644991456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255788385","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":[0.81631845,0.004156782,0.008679554,0.0033764048,0.0009881409,0.0004421323,4.649069e-7,0.00014199682,0.1658961],"genre_scores_gemma":[0.9960336,0.000192419,0.000023782726,0.0005421076,0.0004523777,0.0000057806137,0.0000016136269,0.000014030279,0.0027343025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99852055,0.000018064215,0.0002539371,0.00014471899,0.00016193351,0.00090080546],"domain_scores_gemma":[0.9995109,0.000012482476,0.00020404161,0.00011284059,0.00015233074,0.0000074478835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082407874,0.000112787115,0.00014150648,0.00027424478,0.00017643026,0.000056051027,0.00016120843,0.0000399964,0.00037394068],"category_scores_gemma":[0.000049399456,0.00010236821,0.00006394761,0.0002136075,0.000039633665,0.00074179756,0.000041637697,0.00047837957,0.00039414671],"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":[0.00024584917,0.000051200976,0.025149355,0.0000067742535,0.000044830096,0.000004611143,0.00025220079,0.000010127907,0.00011272899,0.9405908,0.000994333,0.03253721],"study_design_scores_gemma":[0.00089603174,0.000033162905,0.29318303,0.000030272971,0.00001973682,0.0000328792,0.003938899,0.0003290557,0.000022833688,0.68714035,0.014172736,0.00020100427],"about_ca_topic_score_codex":0.0002776707,"about_ca_topic_score_gemma":0.0032838623,"teacher_disagreement_score":0.26803368,"about_ca_system_score_codex":0.00021807638,"about_ca_system_score_gemma":0.0001715821,"threshold_uncertainty_score":0.506609},"labels":[],"label_agreement":null},{"id":"W2257334757","doi":"10.2139/ssrn.2063720","title":"Independence, Accountability and Perceived Quality of Regulators","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Accountability; Independence (probability theory); Quality (philosophy); Political science; Business; Psychology; Law; Mathematics; Statistics; Physics","score_opus":0.027009206120173178,"score_gpt":0.28304418353908556,"score_spread":0.2560349774189124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257334757","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":[0.9929431,0.0012506156,0.00034455667,0.00028930063,0.00017579815,0.000075151,3.1361546e-7,0.000020956477,0.004900187],"genre_scores_gemma":[0.99869305,0.00026180877,0.000024536976,0.0001225937,0.0005986042,0.0000020993343,9.280622e-7,0.000008710357,0.0002876717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833566,0.000022204373,0.00030986028,0.00011394023,0.00030026122,0.0009180718],"domain_scores_gemma":[0.9993611,0.000030376747,0.00028869955,0.00012727849,0.00017814005,0.000014427878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022954596,0.000112348,0.00020862232,0.00009582157,0.00020704702,0.00005736401,0.00013100848,0.000048846734,0.00006399765],"category_scores_gemma":[0.00009858122,0.000092214315,0.00007154404,0.00018368736,0.000099035795,0.0011186473,0.000077734214,0.00045153804,0.000016545742],"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":[0.000047741312,0.000058016318,0.68118227,0.00003629175,0.000057749046,3.6039495e-8,0.00013716286,0.0000034441143,0.0004016954,0.30744156,0.00006175534,0.010572258],"study_design_scores_gemma":[0.00032893298,0.000008146543,0.88436663,0.000010823832,0.000021374426,0.000010319075,0.0036600581,0.00002901932,0.000008188758,0.10999508,0.0014468429,0.000114576054],"about_ca_topic_score_codex":0.00025197523,"about_ca_topic_score_gemma":0.0004044521,"teacher_disagreement_score":0.20318435,"about_ca_system_score_codex":0.00011717338,"about_ca_system_score_gemma":0.00010356523,"threshold_uncertainty_score":0.37603906},"labels":[],"label_agreement":null},{"id":"W2259691636","doi":"","title":"Reflections on Public Interest Environmental Lawyering in British Columbia","year":2009,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Regulation and Compliance Studies","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":"University of Victoria","funders":"","keywords":"Public interest; Snapshot (computer storage); Environmental law; Political science; Public administration; Law","score_opus":0.054956688702682104,"score_gpt":0.2751210146913139,"score_spread":0.22016432598863178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259691636","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":[0.96251017,0.000071559974,0.000012425892,0.00047350256,0.00011342563,0.00009332137,3.6630152e-7,0.00004109522,0.036684148],"genre_scores_gemma":[0.99413395,0.00005250773,0.00003149642,0.000023884475,0.00022048168,4.2193503e-7,0.0000048333077,0.000005387234,0.0055270125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991643,0.00004682288,0.00009029341,0.00022854739,0.00024715113,0.00022288374],"domain_scores_gemma":[0.9997038,0.00004369689,0.000062752275,0.00009968946,0.000066373424,0.000023691266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002836865,0.000054283122,0.00012124081,0.00017066879,0.0010180246,0.0003977279,0.00014078255,0.000048128964,0.00012266127],"category_scores_gemma":[0.000049243845,0.00009475928,0.000032725242,0.0003227941,0.00015181604,0.00048880005,0.000114843206,0.00037922498,0.000025941603],"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":[0.00018815952,0.0007613357,0.92485905,0.00013656382,0.00007764096,0.00028436937,0.001216052,0.00014949126,0.015359632,0.004245175,0.00749,0.045232523],"study_design_scores_gemma":[0.0004193885,0.00014366613,0.8558273,0.000105769526,0.000003820096,0.00000509236,0.0057092886,0.0004471824,0.000005367734,0.0005490393,0.13666676,0.00011733357],"about_ca_topic_score_codex":0.0034229218,"about_ca_topic_score_gemma":0.0126333665,"teacher_disagreement_score":0.12917677,"about_ca_system_score_codex":0.00008053138,"about_ca_system_score_gemma":0.000012018085,"threshold_uncertainty_score":0.7829925},"labels":[],"label_agreement":null},{"id":"W2259984685","doi":"","title":"A Regulatory Budget and a Strategic Regulatory Agenda: Twin Reforms for More Strategic, Integrated and Democratic Regulatory Governance","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"","keywords":"Corporate governance; Democracy; Regulatory reform; Government (linguistics); Politics; Public administration; Ask price; Regulatory state; Political science; Democratic governance; Business; Finance; Law","score_opus":0.018193833337927737,"score_gpt":0.24035374762430833,"score_spread":0.2221599142863806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259984685","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":[0.97992295,0.009023901,0.0003695817,0.0036071443,0.00019691337,0.0004909012,0.0000042447778,0.00012690699,0.006257465],"genre_scores_gemma":[0.9941138,0.0012906503,0.00016517601,0.0010723046,0.00076420093,0.000018634737,0.000014259701,0.000042128177,0.0025188453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969381,0.000023542401,0.00057281443,0.00049242843,0.0003999148,0.001573218],"domain_scores_gemma":[0.99879736,0.00002515964,0.0005626648,0.00030080974,0.00026536826,0.00004864541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011686416,0.0004261319,0.00047411537,0.00018038004,0.0007017568,0.00037761935,0.0002645708,0.0001452693,0.00001685051],"category_scores_gemma":[0.00003100614,0.00034185097,0.00013867165,0.00034987644,0.00023254004,0.0010546822,0.000059406815,0.0008084196,0.000006112901],"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":[0.00028605855,0.00006763882,0.0009999988,0.000095598676,0.00017085673,0.000006872542,0.000077427125,0.00004670234,0.00092592626,0.97979563,0.0010841248,0.016443145],"study_design_scores_gemma":[0.0020331885,0.00023199605,0.059991144,0.00015893613,0.00012611023,0.0001833007,0.0043560904,0.0035214887,0.000027226253,0.9261162,0.0026831126,0.0005711964],"about_ca_topic_score_codex":0.000035147776,"about_ca_topic_score_gemma":0.00032407962,"teacher_disagreement_score":0.058991145,"about_ca_system_score_codex":0.00043086085,"about_ca_system_score_gemma":0.00054227124,"threshold_uncertainty_score":0.9999033},"labels":[],"label_agreement":null},{"id":"W2262193628","doi":"","title":"The Changed Face of Corporate Criminal Liability","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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 Toronto; York University","funders":"","keywords":"Corporation; Limited liability partnership; Corporate liability; Liability; Business; Corporate law; Limited liability; Corporate title; Corporate governance; Law; Law and economics; Strict liability; Accounting; Political science; Economics; Finance","score_opus":0.047234618901940285,"score_gpt":0.2361804804159996,"score_spread":0.18894586151405932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262193628","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":[0.9849017,0.002025247,0.002204216,0.003569629,0.00031137283,0.0001326885,3.0933467e-7,0.000031525135,0.0068232687],"genre_scores_gemma":[0.99659985,0.0009427991,0.00001081377,0.00013229853,0.0005255026,0.0000036347844,8.126895e-7,0.000007986595,0.0017762714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986702,0.000014914605,0.00022474036,0.000098219556,0.0002223665,0.0007695302],"domain_scores_gemma":[0.9992238,0.00002465115,0.00039863033,0.00013122446,0.00021532085,0.0000063580073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000889366,0.00009364082,0.00012969787,0.00004916488,0.0007209583,0.00004688329,0.00022203167,0.00002095601,0.000019116145],"category_scores_gemma":[0.000070155555,0.000061287836,0.00008518118,0.00021189607,0.00015503865,0.00027700647,0.000053658543,0.00040642256,0.000040793577],"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":[0.0003127819,0.00014649,0.076846026,0.000058383066,0.00023618649,0.0000050717144,0.0003625144,0.00016092416,0.00045012374,0.8804963,0.0030681873,0.037856977],"study_design_scores_gemma":[0.001323171,0.00011708765,0.27973577,0.000037125512,0.000112290225,0.00015235711,0.009018445,0.0015683754,0.000119952914,0.65595853,0.051465254,0.00039164527],"about_ca_topic_score_codex":0.000037517908,"about_ca_topic_score_gemma":0.00030209168,"teacher_disagreement_score":0.22453782,"about_ca_system_score_codex":0.00008915875,"about_ca_system_score_gemma":0.0001921216,"threshold_uncertainty_score":0.5545101},"labels":[],"label_agreement":null},{"id":"W2264570487","doi":"","title":"The Challenges and Risks of Creating Independent Regulatory Agencies: A Cautionary Tale from Brazil","year":2007,"lang":"en","type":"article","venue":"TSpace","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Independence (probability theory); Presidential system; Politics; Government (linguistics); Autonomy; Developing country; Face (sociological concept); Business; Political science; Public administration; Public economics; Economics; Economic growth; Law; Sociology","score_opus":0.0754365184194059,"score_gpt":0.3291461305698073,"score_spread":0.2537096121504014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264570487","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":[0.8914175,0.01110266,0.00014447233,0.0013120226,0.00013050705,0.00010284,4.981545e-7,0.00004540137,0.09574409],"genre_scores_gemma":[0.99802905,0.00038999307,0.00009017921,0.00013698467,0.000317764,0.0000043111336,0.0000017070934,0.000007849783,0.0010221675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993656,0.0000060862612,0.0001495707,0.00014063303,0.00019918606,0.00013889324],"domain_scores_gemma":[0.9994766,0.00012045242,0.0001571017,0.00016022143,0.00007827731,0.000007335068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035506097,0.000084991734,0.00010681278,0.000043452663,0.00030467284,0.00004050684,0.0000924052,0.00003264762,0.000037599868],"category_scores_gemma":[0.00005995808,0.00006334821,0.000031062067,0.00008196831,0.00012430867,0.00016267435,0.00013090357,0.000056650762,0.000014863956],"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":[0.00034637237,0.0001707939,0.11710661,0.00044451255,0.00045735892,0.000028534161,0.024994366,0.00021259228,0.006475665,0.50511587,0.009822071,0.33482525],"study_design_scores_gemma":[0.00021238807,0.000004662148,0.946168,0.00004368032,0.00001958214,6.5187294e-7,0.026915884,0.00042664868,0.00011617787,0.005949356,0.020046147,0.000096822114],"about_ca_topic_score_codex":0.00051362376,"about_ca_topic_score_gemma":0.00051716046,"teacher_disagreement_score":0.8290614,"about_ca_system_score_codex":0.00001597772,"about_ca_system_score_gemma":0.000007896152,"threshold_uncertainty_score":0.25832653},"labels":[],"label_agreement":null},{"id":"W2265330063","doi":"","title":"Upgrading Existing Regulatory Mechanisms for Transatlantic Regulatory Cooperation","year":2015,"lang":"en","type":"article","venue":"Law and Contemporary Problems","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Protectionism; Transatlantic Trade and Investment Partnership; Gridlock; International trade; Transatlantic relations; European union; Political science; Politics; Regulatory state; General partnership; Commercial policy; Economics; International economics; Law and economics; Business; Foreign policy; Law","score_opus":0.1264260668707663,"score_gpt":0.2533634862040264,"score_spread":0.12693741933326008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265330063","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":[0.29004422,0.0070106373,0.11335075,0.008279606,0.0027381924,0.005048074,0.000016591966,0.0016029354,0.571909],"genre_scores_gemma":[0.995536,0.0000037065463,0.000603493,0.0019101287,0.0004885828,0.000100352954,0.00004430536,0.000028926957,0.0012844487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989762,0.000011638469,0.00031743484,0.0003093357,0.00017964335,0.00020577801],"domain_scores_gemma":[0.9994297,0.000022798731,0.00015894414,0.00016641043,0.00019364928,0.000028472532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004951701,0.00018525824,0.0002451183,0.000070203314,0.00038282305,0.00026023388,0.00010067756,0.00006331645,0.000006591638],"category_scores_gemma":[0.000018683424,0.00016879418,0.000058096244,0.00013611512,0.00008792623,0.0010377778,0.000042056094,0.000061013416,0.000012414747],"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":[0.000047451424,0.000024889425,0.00065718923,0.0002232049,0.000028522996,0.0000018307705,0.00013461176,0.00008941847,0.0010269701,0.99261636,0.0041767973,0.0009727606],"study_design_scores_gemma":[0.0050101783,0.000112530055,0.002488178,0.00048281872,0.000099782956,0.000013724156,0.0012673739,0.032335468,0.0004951781,0.40853757,0.54807854,0.0010786449],"about_ca_topic_score_codex":0.00014512641,"about_ca_topic_score_gemma":0.00006476514,"teacher_disagreement_score":0.70549184,"about_ca_system_score_codex":0.000016959604,"about_ca_system_score_gemma":0.000029489165,"threshold_uncertainty_score":0.68832266},"labels":[],"label_agreement":null},{"id":"W2266691209","doi":"10.1017/cls.2015.16","title":"Law, Regulation, and Safety Crime: Exploring the Boundaries of Criminalizing Powerful Corporate Actors","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Regulation and Compliance Studies","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":"Wrongdoing; Constitution; Criminal law; Political science; Criminology; Work (physics); State (computer science); Law; Resistance (ecology); Sociology; Engineering","score_opus":0.06678039574899539,"score_gpt":0.2505726202789482,"score_spread":0.18379222452995284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266691209","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":[0.96851677,0.0014730094,0.0001586807,0.0047328556,0.0010791473,0.00015729292,0.000012895387,0.000011167842,0.023858158],"genre_scores_gemma":[0.9963022,0.00006222655,0.00013801032,0.0027590648,0.00043611552,0.0000022359807,0.0000057648044,0.000019096658,0.00027529473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897903,0.000022809605,0.0004216658,0.00014635526,0.00011385268,0.00031630625],"domain_scores_gemma":[0.9983818,0.000062181454,0.00056798395,0.00014384238,0.00066586287,0.00017835943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008651973,0.00015807073,0.00033298825,0.000058376667,0.00087272364,0.00039606477,0.00016688547,0.000056145054,0.00002490682],"category_scores_gemma":[0.00011352125,0.00013740787,0.00012977725,0.00018082677,0.000976901,0.0009807311,0.000038875434,0.00018925496,0.000001002501],"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":[0.00001649453,0.000003787605,0.0023578212,0.0001112284,0.00008356998,0.000010041394,0.013498096,0.000046610978,0.000014371152,0.98000443,0.0029773058,0.00087622204],"study_design_scores_gemma":[0.0013595333,0.00006706721,0.0718548,0.00040380345,0.00029183403,0.00010707335,0.0853365,0.000370097,0.00002528973,0.12235618,0.71733445,0.0004933497],"about_ca_topic_score_codex":0.03875976,"about_ca_topic_score_gemma":0.1809412,"teacher_disagreement_score":0.85764825,"about_ca_system_score_codex":0.0001768261,"about_ca_system_score_gemma":0.00033875523,"threshold_uncertainty_score":0.96764123},"labels":[],"label_agreement":null},{"id":"W2267212514","doi":"","title":"Using Empirical Data to Design and Improve Regulatory Regimes in the Common Law Countries (including the U.S, U.K., Canada and Australia)","year":2014,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law; Common law; Political science; Geography","score_opus":0.2292747099065775,"score_gpt":0.34419668875487597,"score_spread":0.11492197884829847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267212514","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":[0.9723523,0.0001655808,0.0015127496,0.021542909,0.0001874932,0.00051613146,0.0000024705857,0.0000305811,0.003689748],"genre_scores_gemma":[0.9886033,0.0000038865023,0.00044498054,0.010526699,0.00021820058,0.000006017058,0.0000028956863,0.00000698069,0.0001870546],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918854,0.000038439684,0.00016481765,0.00022517571,0.0002048597,0.00017816297],"domain_scores_gemma":[0.9993071,0.00018804106,0.00006647256,0.00039274705,0.00003646327,0.00000915323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000813361,0.000115217386,0.00014157928,0.00003030467,0.00048259136,0.0003645793,0.00030568228,0.000022408725,0.000008531964],"category_scores_gemma":[0.000041004758,0.00006534111,0.00000747467,0.0001488099,0.00013784257,0.00040892937,0.00041110325,0.00007246312,0.000002088561],"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":[0.00010490342,0.000031189924,0.39733395,0.0002068967,0.00006808199,0.000008751952,0.00075743435,0.0010653421,0.00019702862,0.36917582,0.22690861,0.0041420055],"study_design_scores_gemma":[0.0005281099,0.000013874313,0.38128775,0.000087427616,0.000071020084,0.000007816414,0.0024912586,0.07375917,0.000042832355,0.007664392,0.5336282,0.00041814477],"about_ca_topic_score_codex":0.23458317,"about_ca_topic_score_gemma":0.49770537,"teacher_disagreement_score":0.36151144,"about_ca_system_score_codex":0.000021030959,"about_ca_system_score_gemma":0.000020208006,"threshold_uncertainty_score":0.77051383},"labels":[],"label_agreement":null},{"id":"W2274878663","doi":"10.2166/wst.2003.0354","title":"Stakeholder involvement in water management: necessity or luxury?","year":2003,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Regulation and Compliance Studies","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 Guelph","funders":"","keywords":"Stakeholder; Business; Water Framework Directive; Environmental planning; Environmental resource management; Agriculture; Stakeholder analysis; Stakeholder management; Public relations; Political science; Economics; Water quality; Environmental science; Geography","score_opus":0.04434221123435378,"score_gpt":0.24172244722067254,"score_spread":0.19738023598631876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274878663","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":[0.92798173,0.00004483873,0.0006301789,0.0053878725,0.00050192414,0.000390112,1.6351491e-7,0.00030290268,0.06476025],"genre_scores_gemma":[0.9960736,0.0000110528035,0.00040347184,0.001058796,0.000032794458,0.00006288481,0.0000019204642,0.000009215422,0.0023462342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982921,0.0000055224814,0.0002459893,0.00048029108,0.0002934123,0.0006826954],"domain_scores_gemma":[0.9994678,0.0000020831408,0.000043121905,0.00038218635,0.00009500197,0.000009838092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005816068,0.00016183342,0.00017171439,0.0012833576,0.00040084586,0.00020881846,0.0005967018,0.00005799462,0.0003710603],"category_scores_gemma":[0.000015755739,0.00009009411,0.00002340666,0.0015677045,0.0005615281,0.0009730463,0.00053758867,0.00010617971,0.0005698059],"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":[0.00008842107,0.00066502235,0.25085232,0.00040337353,0.000052766405,0.00027966264,0.0014553553,0.0003859824,0.039873492,0.64815354,0.003097903,0.05469215],"study_design_scores_gemma":[0.001958164,0.000041681255,0.02431622,0.00009341239,0.00003096486,0.000009872873,0.0052226055,0.0007453996,0.113917835,0.1446556,0.70813566,0.0008725919],"about_ca_topic_score_codex":0.000026773228,"about_ca_topic_score_gemma":0.00012989025,"teacher_disagreement_score":0.7050378,"about_ca_system_score_codex":0.00006513145,"about_ca_system_score_gemma":0.000008477036,"threshold_uncertainty_score":0.7323892},"labels":[],"label_agreement":null},{"id":"W2276163735","doi":"10.1139/apnm-2015-0552","title":"Human rights at work: Physical standards for employment and human rights law","year":2016,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Human rights; Judicial interpretation; Fundamental rights; Duty; Political science; Labour law; International human rights law; Law; Legislation; Supreme court; Freedom of association; Diversity (politics); Law and economics; Business; Economics","score_opus":0.019194912117789627,"score_gpt":0.2689919140171169,"score_spread":0.2497970018993273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276163735","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":[0.98883045,0.00019995114,0.00008801891,0.00062899484,0.00014550015,0.0006124609,0.000020276764,0.00010718316,0.009367169],"genre_scores_gemma":[0.9969912,0.000008648032,0.000058466263,0.0005601435,0.0013855512,0.00032492186,0.0000439633,0.00001467363,0.00061241235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990038,0.000009759338,0.0001905024,0.0003910087,0.00013923747,0.00026566815],"domain_scores_gemma":[0.9995574,0.00003061644,0.00012037501,0.00015526915,0.00011235512,0.000024019835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092309805,0.00021089394,0.00036293067,0.00007344299,0.0011048497,0.000054586253,0.0000776539,0.000066604065,0.000055826382],"category_scores_gemma":[0.0000013548341,0.00013809139,0.00006977826,0.00008431555,0.0003371653,0.00020450866,0.0001253336,0.00004678324,0.000021030446],"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":[0.00006381045,0.00012622254,0.000023389242,0.000051521427,0.000043986918,2.2346099e-7,0.00002350897,1.5025618e-7,0.04981048,0.93887234,0.010265072,0.00071928476],"study_design_scores_gemma":[0.0027702283,0.0000052107894,0.030624256,0.000029159937,0.00005235818,2.5998867e-7,0.0000073634806,0.0000022310057,0.0010296251,0.3086126,0.6566936,0.00017312636],"about_ca_topic_score_codex":0.00004873749,"about_ca_topic_score_gemma":0.0000910418,"teacher_disagreement_score":0.64642847,"about_ca_system_score_codex":0.000017659797,"about_ca_system_score_gemma":0.0000016570987,"threshold_uncertainty_score":0.8497722},"labels":[],"label_agreement":null},{"id":"W2277021476","doi":"10.14288/1.0077782","title":"Dialogic regulation : the talking cure for corporations","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Regulation and Compliance Studies","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":"University of British Columbia","funders":"","keywords":"Dialogic; Public relations; Psychology; Medicine; Sociology; Business; Political science; Pedagogy","score_opus":0.015942243348649278,"score_gpt":0.17325071235943648,"score_spread":0.1573084690107872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277021476","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":[0.93236905,0.00005504947,0.041928604,0.0025432073,0.00035618056,0.0005496362,0.000015143487,0.00012888802,0.02205425],"genre_scores_gemma":[0.99834627,0.00000549451,0.00023583141,0.00020485368,0.00022859595,0.0000014855925,0.000028913826,0.0000058238556,0.0009427186],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995641,0.000007711012,0.000072693714,0.00014725544,0.00010796478,0.000100251906],"domain_scores_gemma":[0.9994472,0.00003520759,0.00016314874,0.00013315586,0.0002158617,0.0000053730996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015978652,0.000025414247,0.000103677936,0.000024485282,0.0006353024,0.00017356215,0.0001572782,0.000030272124,0.000054543372],"category_scores_gemma":[0.000038244692,0.00006505223,0.00007297163,0.00020772696,0.000121225625,0.0004547032,0.00006638234,0.000032515454,0.000019922914],"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":[0.000013598637,0.00006755485,0.04418446,0.00015531525,0.000044063483,0.0000015368234,0.00010779166,0.00039173767,0.00017253216,0.0056156386,0.07391711,0.87532866],"study_design_scores_gemma":[0.00034155545,0.000006338286,0.94152254,0.000032637116,0.000029489975,9.499212e-7,0.00043452508,0.007967325,6.615937e-8,0.018861493,0.030723529,0.000079551086],"about_ca_topic_score_codex":0.0069428924,"about_ca_topic_score_gemma":0.082344845,"teacher_disagreement_score":0.8973381,"about_ca_system_score_codex":0.000011145675,"about_ca_system_score_gemma":0.0000071084173,"threshold_uncertainty_score":0.99966997},"labels":[],"label_agreement":null},{"id":"W2277779487","doi":"","title":"International Approaches to the Regulatory Governance of Nanotechnology","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Corporate governance; Stakeholder; Political science; Perspective (graphical); Public administration; State (computer science); Business; Regulatory state; Public relations; Computer science","score_opus":0.028476538203382064,"score_gpt":0.21548508625291007,"score_spread":0.18700854804952802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277779487","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":[0.60267514,0.0037622203,0.019126257,0.28902024,0.0013908044,0.000423267,0.0000014063866,0.00014376236,0.08345692],"genre_scores_gemma":[0.9969473,0.00023459567,0.00006547246,0.0008919296,0.0007258432,0.0000026382925,7.1813946e-7,0.000005530502,0.001125996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989678,0.0000048636653,0.00018201164,0.00010686597,0.00021664922,0.0005217846],"domain_scores_gemma":[0.99957657,0.0000062716053,0.00020592634,0.00013660835,0.00007051556,0.0000041191965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048802648,0.000080978985,0.000103318074,0.00007296692,0.00014843718,0.000047119454,0.0004321138,0.000029982999,0.00002309713],"category_scores_gemma":[0.00004416227,0.00005605604,0.00006356394,0.00022785182,0.000038004622,0.00024455032,0.000057919162,0.00034976364,0.000037870817],"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":[0.00002464225,0.000021490405,0.00084957446,0.0000015681807,0.000035115532,2.3918267e-7,0.000017486125,0.00023001272,0.00011648657,0.88670003,0.0011435373,0.11085981],"study_design_scores_gemma":[0.0005135012,0.000062522246,0.08478995,0.000032782995,0.000026999684,0.00004867977,0.0011799752,0.0009421286,0.00012210425,0.5934295,0.31865388,0.00019800565],"about_ca_topic_score_codex":0.000010647958,"about_ca_topic_score_gemma":0.00009806131,"teacher_disagreement_score":0.39427215,"about_ca_system_score_codex":0.00012016609,"about_ca_system_score_gemma":0.000074371674,"threshold_uncertainty_score":0.22858989},"labels":[],"label_agreement":null},{"id":"W2278626189","doi":"10.2139/ssrn.1595463","title":"Training Regulators in Australia, the European Union, United Kingdom and United States: An Interview-Based Inquiry","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Ottawa; Institute on Governance","funders":"St. Cloud State University; Australian Government; University of Washington","keywords":"Kingdom; European union; Political science; Training (meteorology); Public administration; Geography; Business; International trade; Biology","score_opus":0.0799588397222043,"score_gpt":0.297689561643857,"score_spread":0.21773072192165271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278626189","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":[0.9933284,0.000049687216,0.002063056,0.0036823205,0.00029905495,0.00010980433,5.8144605e-7,0.00005243388,0.00041464],"genre_scores_gemma":[0.9979214,0.000039092407,0.000022766983,0.0010373176,0.0007250979,0.000004078362,0.000047611622,0.00002833229,0.00017429501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99815214,0.00020502464,0.00032890128,0.00019134516,0.00018243237,0.0009401606],"domain_scores_gemma":[0.99937296,0.0000335991,0.00023652805,0.00019262324,0.0001428965,0.000021374677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045733475,0.00018253218,0.00015637027,0.00055150513,0.0003787069,0.00032052697,0.00032089587,0.0000394158,0.00003850394],"category_scores_gemma":[0.0000614622,0.00013141005,0.000047761452,0.0009561614,0.00017554914,0.0005343733,0.0000660325,0.0013109733,0.000012555759],"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":[0.00014058575,0.00029453967,0.10164753,0.00010791627,0.00030011343,0.000041707768,0.0050980872,0.006677458,0.0006389963,0.6595798,0.0017031867,0.22377007],"study_design_scores_gemma":[0.0038677307,0.00015876791,0.46346384,0.00029848475,0.00012298043,0.00013351822,0.041214574,0.030523187,0.0000145766835,0.224076,0.23517887,0.0009474572],"about_ca_topic_score_codex":0.0005921425,"about_ca_topic_score_gemma":0.0060369913,"teacher_disagreement_score":0.4355038,"about_ca_system_score_codex":0.00006811783,"about_ca_system_score_gemma":0.00008621406,"threshold_uncertainty_score":0.56955993},"labels":[],"label_agreement":null},{"id":"W2280687327","doi":"10.1177/0095399715611171","title":"More Power to You? A Case Against Binding Decisions as the Ultimate Access to Information Enforcement Tool","year":2015,"lang":"en","type":"article","venue":"Administration & Society","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"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":"Enforcement; Power (physics); Law and economics; Business; Quarter (Canadian coin); Law; Computer security; Political science; Computer science; Economics","score_opus":0.06912617316723453,"score_gpt":0.3341187525918229,"score_spread":0.26499257942458837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280687327","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":[0.9428276,0.0000075512994,0.006959604,0.027655058,0.00045236526,0.00095036125,0.000010860107,0.00013644321,0.021000156],"genre_scores_gemma":[0.968297,0.000003661047,0.0006397495,0.030465737,0.00019088741,0.00012043024,0.000066570756,0.000008914013,0.00020705283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988741,0.000005860692,0.00034687348,0.00016147029,0.0004018018,0.00020985315],"domain_scores_gemma":[0.9991301,0.000032513028,0.0001618578,0.00024737685,0.00038725877,0.00004090369],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00037159392,0.00015105229,0.0001140215,0.000058324717,0.0005777925,0.0011838455,0.00023056878,0.00004102037,0.000078281606],"category_scores_gemma":[0.00026484826,0.00011347237,0.00009711284,0.0005734121,0.000029336672,0.0022472686,0.00023286589,0.00007011266,0.0007315182],"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":[0.00021780015,0.00015189612,0.004861386,0.000063139945,0.00016907723,0.000041491086,0.027311394,0.010928801,0.00020770617,0.032925338,0.8935634,0.029558606],"study_design_scores_gemma":[0.0009938658,0.000079510864,0.010318443,0.0000787376,0.000055722918,0.00003488322,0.06232943,0.011671738,0.00018808055,0.00077314524,0.91291255,0.0005638872],"about_ca_topic_score_codex":0.00006972179,"about_ca_topic_score_gemma":0.000048894988,"teacher_disagreement_score":0.035018038,"about_ca_system_score_codex":0.00008096744,"about_ca_system_score_gemma":0.00006007981,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W2281490852","doi":"","title":"The Criminal Liability of Organizations for Economic Crimes","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Conviction; Mens rea; Commission; Criminal code; Law; Criminal law; Political science; Scope (computer science); Liability; Business","score_opus":0.009451061606501407,"score_gpt":0.2314015668781333,"score_spread":0.22195050527163188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281490852","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":[0.74759036,0.0024339992,0.19200699,0.020088797,0.002025924,0.0007785165,0.0000030376498,0.0001270124,0.034945372],"genre_scores_gemma":[0.99798954,0.00015368797,0.00004939955,0.000119888304,0.0008794728,0.0000052580267,0.0000017620029,0.000009855511,0.00079114176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991249,0.000008423489,0.00020321253,0.00008200009,0.00006599679,0.00051549],"domain_scores_gemma":[0.99937916,0.00007256467,0.000190445,0.000107355874,0.00024616698,0.000004326033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123788,0.000066989356,0.00009823468,0.000037998452,0.00053682266,0.000097692195,0.00018319169,0.000015976633,0.000024148094],"category_scores_gemma":[0.00021888684,0.000046317156,0.000054965967,0.000088536806,0.00005979989,0.0002176077,0.000032169544,0.0001487009,0.00002855821],"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":[0.00001908025,0.000011936355,0.0038492654,0.000012885614,0.000034654142,5.3423586e-9,0.000015752199,0.00014427681,0.000029993302,0.9813208,0.0009612569,0.013600111],"study_design_scores_gemma":[0.00046014797,0.00004107017,0.015481588,0.000007440482,0.00007975099,0.000004934611,0.0015558851,0.004445924,0.00004856162,0.8608473,0.11691311,0.00011427014],"about_ca_topic_score_codex":0.0000323325,"about_ca_topic_score_gemma":0.00044968378,"teacher_disagreement_score":0.2503992,"about_ca_system_score_codex":0.000098005425,"about_ca_system_score_gemma":0.00022304022,"threshold_uncertainty_score":0.412886},"labels":[],"label_agreement":null},{"id":"W2289977739","doi":"10.60082/2817-5069.1197","title":"Six Principles for Integrating Non-Governmental Environmental Standards into Smart Regulation","year":2008,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Standardization; Government (linguistics); Process (computing); Business; Stakeholder; Order (exchange); Computer science; Public relations; Political science; Law; Finance","score_opus":0.02280692412504701,"score_gpt":0.2333584462425284,"score_spread":0.2105515221174814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289977739","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":[0.29075876,0.00032435387,0.02895813,0.0016422047,0.0013817901,0.0007439388,0.000031339525,0.00012773335,0.67603177],"genre_scores_gemma":[0.99403125,0.000030283942,0.0034481983,0.00044195657,0.0012846665,0.000020053214,0.000027053693,0.000029451807,0.00068707886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849486,0.000009064021,0.00040402927,0.00021260987,0.0006170832,0.00026236387],"domain_scores_gemma":[0.9993545,0.000025894387,0.0003684057,0.00013243861,0.00009415114,0.000024615685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038091885,0.00019656334,0.00021038606,0.0000623551,0.001660019,0.00023396155,0.00017335366,0.000050923598,0.0002684358],"category_scores_gemma":[0.000041737152,0.00017131695,0.0001551414,0.000076440876,0.00013362097,0.001061555,0.000116045085,0.00015221306,0.000039064787],"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":[0.0005603246,0.0003886731,0.122053236,0.00019111254,0.00028555273,0.000041341926,0.0007670984,0.0010273685,0.012528685,0.8291109,0.016028963,0.017016733],"study_design_scores_gemma":[0.006131783,0.00019733218,0.22060396,0.00042121432,0.00018328137,0.0003077079,0.006429819,0.03576676,0.0023658162,0.07132227,0.6548707,0.001399361],"about_ca_topic_score_codex":0.00072361325,"about_ca_topic_score_gemma":0.0037622876,"teacher_disagreement_score":0.75778866,"about_ca_system_score_codex":0.00036523087,"about_ca_system_score_gemma":0.000021433178,"threshold_uncertainty_score":0.9996397},"labels":[],"label_agreement":null},{"id":"W2290893309","doi":"","title":"Environmental Management Systems and Public Authority in Canada: Rethinking Environmental Governance","year":2003,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"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 British Columbia","funders":"","keywords":"Corporate governance; Business; Incentive; Public relations; Public administration; Political science; Economics; Finance","score_opus":0.014635031318671636,"score_gpt":0.18955975350394708,"score_spread":0.17492472218527544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290893309","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":[0.94044054,0.0025919017,0.000041194846,0.0006181811,0.00069787377,0.0004611268,0.00001138928,0.000046369107,0.055091444],"genre_scores_gemma":[0.9978392,0.00016088075,0.00009437713,0.0008616175,0.00014192388,0.000043575274,0.000010722688,0.000018856163,0.0008288464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851525,0.000027403003,0.00029456397,0.00037721317,0.0004146869,0.00037087032],"domain_scores_gemma":[0.99955225,0.000015467398,0.00015708333,0.00023583845,0.000004663556,0.000034673012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024159337,0.00020248507,0.00021380157,0.00004270991,0.0002998792,0.00023749638,0.00016176389,0.000040491832,0.0002685589],"category_scores_gemma":[0.000014047278,0.00020899369,0.000030978576,0.00012882236,0.0000778142,0.00074594805,0.00017050843,0.000167622,0.00009800869],"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":[0.000009566485,0.000065054955,0.5591648,0.00011809617,0.000043016316,0.000050963296,0.000025782234,0.0001261862,0.000057079364,0.43652532,0.0018839694,0.0019301176],"study_design_scores_gemma":[0.00074150605,0.0000038519097,0.65587705,0.000065668035,0.000018282079,0.0000051215566,0.0015885121,0.0007831168,0.00000859142,0.0022939395,0.33825687,0.00035750208],"about_ca_topic_score_codex":0.2027752,"about_ca_topic_score_gemma":0.35433635,"teacher_disagreement_score":0.43423137,"about_ca_system_score_codex":0.0005646134,"about_ca_system_score_gemma":0.00002541489,"threshold_uncertainty_score":0.8522515},"labels":[],"label_agreement":null},{"id":"W2294083395","doi":"","title":"Transforming the inspection blitz : targeted campaigns, enforcement and the ombudsman","year":2010,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Regulation and Compliance Studies","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":"Library of Parliament","funders":"","keywords":"Enforcement; Agency (philosophy); Jurisdiction; Business; Compliance (psychology); Deterrence theory; Law enforcement; Public relations; Computer security; Political science; Law; Computer science; Sociology","score_opus":0.00613279262761328,"score_gpt":0.17696962092438714,"score_spread":0.17083682829677385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294083395","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":[0.96373165,0.00003795864,0.0009421824,0.010089756,0.00013895288,0.00030125552,8.8500894e-7,0.00016441873,0.024592964],"genre_scores_gemma":[0.9993229,0.00004586287,0.0001238029,0.00010306708,0.000050130722,0.0000010639718,0.00000170931,0.00000392164,0.0003475673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995331,0.0000051712027,0.00009691716,0.0001442826,0.00009791684,0.00012261726],"domain_scores_gemma":[0.99956495,0.000018052111,0.00011143013,0.00021865273,0.000082198945,0.000004744838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021208805,0.00008809765,0.00013136218,0.0001563079,0.0005700777,0.000027074317,0.00025605285,0.00007220141,0.00010793072],"category_scores_gemma":[0.000027525915,0.000057088422,0.000049292834,0.00029441805,0.0006386228,0.00017906798,0.00015817069,0.00020339075,0.000021024565],"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":[0.00018033892,0.0000404522,0.07946984,0.000049254704,0.00011488682,0.0000034619839,0.0006556612,0.000019307916,0.0015718635,0.88851964,0.0011767992,0.028198518],"study_design_scores_gemma":[0.0041395896,0.000021124812,0.26987976,0.000047320147,0.0001781881,0.000007708013,0.015834372,0.0030933255,0.00087163,0.04671907,0.658874,0.00033394436],"about_ca_topic_score_codex":0.0005013635,"about_ca_topic_score_gemma":0.0008246817,"teacher_disagreement_score":0.8418006,"about_ca_system_score_codex":0.000008205394,"about_ca_system_score_gemma":0.000007256954,"threshold_uncertainty_score":0.43846342},"labels":[],"label_agreement":null},{"id":"W2306468715","doi":"","title":"A Comparison of Different Regulatory Appraoches, Analysis of the Relative Benefits of Command and Control, Reflexive Law and Social Licencing in Ensuring Oil Industry Compliance with Environmentally Sustainable Practices and Obligations","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Obligation; Enforcement; Oil sands; Reflexivity; Petroleum industry; Compliance (psychology); Command and control; Sustainable development; Environmental law; Business; Control (management); Law; Political science; Law and economics; Economics; Engineering; Sociology; Management","score_opus":0.03531608574332983,"score_gpt":0.27780166234653664,"score_spread":0.2424855766032068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306468715","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":[0.98659235,0.0015264532,0.000010205238,0.00016003304,0.000011930811,0.00015033144,0.0000086982145,0.0000038554485,0.011536157],"genre_scores_gemma":[0.9992954,0.00007640665,0.00005927653,0.000007535081,0.00001175686,8.2931376e-7,0.000026653759,0.0000062533527,0.00051588885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993061,0.00003311123,0.00017751013,0.00016881549,0.00020221462,0.00011226263],"domain_scores_gemma":[0.99793535,0.0000816358,0.0017253329,0.00011654159,0.00013157373,0.000009541424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013435823,0.00013985764,0.00056395255,0.00009766524,0.00024857395,0.000013262239,0.00009916854,0.00012874819,0.00004664893],"category_scores_gemma":[0.0000115039375,0.00013125867,0.000050635317,0.00014298453,0.0003364004,0.00071346754,0.00011074685,0.00014702951,3.3248153e-8],"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":[0.0007050416,0.00023082859,0.89977264,0.00223463,0.0014755924,5.003208e-7,0.03770886,0.00027734673,0.0010788576,0.054271497,0.000008598071,0.0022356124],"study_design_scores_gemma":[0.00061170355,0.000016705275,0.8830269,0.00026452472,0.0011243258,7.6629384e-8,0.11433998,0.0004069657,0.000046426325,0.00003700196,0.000025960391,0.00009944832],"about_ca_topic_score_codex":0.026267495,"about_ca_topic_score_gemma":0.09708143,"teacher_disagreement_score":0.076631114,"about_ca_system_score_codex":0.00006150113,"about_ca_system_score_gemma":0.000012430866,"threshold_uncertainty_score":0.9802167},"labels":[],"label_agreement":null},{"id":"W2307669279","doi":"10.14288/1.0089924","title":"Policing beyond VAWIR policy : criminal harassment, pro-arrest and the practice of discretionary power","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Harassment; Power (physics); Criminology; Political science; Criminal justice; Law; Business; Psychology","score_opus":0.008357805969980899,"score_gpt":0.20711995917948922,"score_spread":0.19876215320950832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307669279","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":[0.9219486,0.00016165823,0.00019620392,0.009668652,0.00007068871,0.0002662066,0.000010291364,0.000033706925,0.067643985],"genre_scores_gemma":[0.9982191,0.00007054283,0.00015148036,0.0009680251,0.00011716778,3.5435588e-7,0.000005916634,0.0000047360863,0.0004627289],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993586,0.000018093862,0.00011227992,0.00017205403,0.00020059421,0.00013840116],"domain_scores_gemma":[0.99934465,0.000044269465,0.00023769421,0.00013948292,0.00022198338,0.000011933728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018636191,0.000040453237,0.00018044947,0.00006008902,0.00034334764,0.00012567647,0.00016626448,0.00002969725,0.00003385327],"category_scores_gemma":[0.00008052687,0.00009047101,0.00006574895,0.00029587565,0.0003619496,0.00089572504,0.00012820112,0.00006720488,0.0000054225297],"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":[0.0005887745,0.0007907046,0.07327637,0.00057028764,0.00032492387,0.000096261305,0.0027299928,0.000062499246,0.0005490607,0.034878574,0.03905651,0.84707606],"study_design_scores_gemma":[0.0010549009,0.000019347946,0.9868654,0.00008195641,0.000075779324,0.000011321583,0.0045626513,0.00021449967,1.1344757e-7,0.0041370518,0.0028815407,0.0000954166],"about_ca_topic_score_codex":0.06414894,"about_ca_topic_score_gemma":0.011376068,"teacher_disagreement_score":0.91358906,"about_ca_system_score_codex":0.000018767969,"about_ca_system_score_gemma":0.000024106099,"threshold_uncertainty_score":0.942083},"labels":[],"label_agreement":null},{"id":"W2309879548","doi":"","title":"Corporate Criminal Liability: Myriad Complexity in the Scope of Senior Officer","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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 Toronto; York University","funders":"","keywords":"Officer; Vicarious liability; Corporation; Business; Context (archaeology); Conviction; Appeal; Liability; Corporate liability; Audit; Collusion; Corporate law; Law; Law and economics; Political science; Accounting; Economics; Corporate governance; Finance; Tort","score_opus":0.057432709372645836,"score_gpt":0.25774747699424433,"score_spread":0.2003147676215985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309879548","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":[0.98053145,0.0007233982,0.00052105554,0.004253821,0.00017141584,0.000284726,3.892736e-7,0.000017436541,0.013496306],"genre_scores_gemma":[0.9983977,0.00017387919,0.000047409205,0.0005543119,0.00047285933,0.000010781478,0.0000023196008,0.000009197316,0.0003315601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99839157,0.000038986233,0.00034260238,0.00013457866,0.00027188327,0.0008203838],"domain_scores_gemma":[0.99915826,0.00003174724,0.00039642496,0.00016775687,0.00023915392,0.00000664787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013119186,0.00012517377,0.00019673724,0.00011614935,0.00019100879,0.00015510485,0.00032159008,0.000028601367,0.0002112947],"category_scores_gemma":[0.00005782517,0.000082224746,0.0000839571,0.0003605122,0.00014032461,0.0005783349,0.00006204665,0.00057723635,0.00014862402],"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":[0.00011456031,0.0002911767,0.05493977,0.000116416355,0.00010074538,0.000002553434,0.00028674598,0.00013717379,0.00045257065,0.90133196,0.0029689206,0.039257392],"study_design_scores_gemma":[0.0007210344,0.000045179644,0.28328288,0.000041119987,0.000046606594,0.000027228467,0.005888183,0.00085410656,0.000014764777,0.70578647,0.0031186948,0.0001737154],"about_ca_topic_score_codex":0.00078998384,"about_ca_topic_score_gemma":0.0021479812,"teacher_disagreement_score":0.22834311,"about_ca_system_score_codex":0.00009926763,"about_ca_system_score_gemma":0.0001749014,"threshold_uncertainty_score":0.33530277},"labels":[],"label_agreement":null},{"id":"W2330827375","doi":"10.5962/bhl.title.115833","title":"An Evaluation of alternative &amp; innovative regulatory approaches for environmental management in Alberta /","year":2000,"lang":"en","type":"book","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"U.S. Environmental Protection Agency","keywords":"Environmental planning; Business; Environmental resource management; Environmental science","score_opus":0.08835206278438712,"score_gpt":0.27812344847656767,"score_spread":0.18977138569218055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330827375","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":[0.006599715,0.00009928765,0.0003265836,0.00010136503,0.00012424738,0.0019028516,0.000010981134,0.000020511461,0.99081445],"genre_scores_gemma":[0.2145226,0.000032247448,0.00074976945,0.0003613273,0.0006796247,0.0005690959,0.0017941706,0.00007248045,0.7812187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982862,0.00001692913,0.00047329094,0.00045852675,0.0005876199,0.00017743142],"domain_scores_gemma":[0.9990839,0.00002854369,0.00043222695,0.00034260156,0.000106968015,0.0000058008427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005310504,0.00028951408,0.00035737,0.00046615498,0.00007013718,0.000048394042,0.00024258878,0.0001015576,0.0007992996],"category_scores_gemma":[0.000008112556,0.00027791745,0.00008074847,0.00017025277,0.00011657279,0.00050289795,0.00009189798,0.00008399174,0.000079136174],"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":[0.00032909302,0.00062963617,0.0017116541,0.0007402977,0.0008362877,8.712593e-7,0.00056239456,0.009264028,0.000012794218,0.52983576,0.044121496,0.4119557],"study_design_scores_gemma":[0.0043126936,0.00004394525,0.054382253,0.000400482,0.00054918503,4.6359068e-7,0.0010361689,0.053642448,0.000025618256,0.21343274,0.6709004,0.0012736035],"about_ca_topic_score_codex":0.00006569652,"about_ca_topic_score_gemma":0.00033613894,"teacher_disagreement_score":0.6267789,"about_ca_system_score_codex":0.00022132361,"about_ca_system_score_gemma":0.000030156842,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W2341442073","doi":"10.1017/cbo9781139053327.008","title":"Conclusions: Ongoing Inquiry into Quotas and Disclosure Regimes as Regulatory Models","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Political science; Business","score_opus":0.05888871065948868,"score_gpt":0.23018290092698424,"score_spread":0.17129419026749554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341442073","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":[0.0020492093,0.0014150857,0.0001645135,0.00017834654,0.00035886673,0.0004018335,0.000010402749,0.0002189037,0.99520284],"genre_scores_gemma":[0.020505099,0.00013592353,0.00006592636,0.0003418455,0.0007948564,0.0000016094971,0.00005322974,0.000059663747,0.9780418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853605,0.000012838427,0.00022671271,0.0005767563,0.00040258042,0.00024509008],"domain_scores_gemma":[0.9986534,0.000028504952,0.00036951236,0.0004975916,0.0003974097,0.000053581487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016360884,0.00043027816,0.0004985599,0.00027456885,0.00057149184,0.00017007787,0.00036224793,0.00026544216,0.000007816355],"category_scores_gemma":[0.000017826962,0.00046249793,0.00014214199,0.000019463867,0.00051984127,0.0006707234,0.0015097465,0.00028432242,0.0000376029],"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":[0.00006763949,0.000005877087,0.000012831398,0.00018367988,0.000113937516,0.000059859176,0.0001909092,0.000025626669,0.000005457452,0.8882529,0.10982995,0.0012513329],"study_design_scores_gemma":[0.00067079556,0.0000142919325,0.000050854786,0.00047683791,0.00026076796,0.000005965327,0.0008568543,0.0007431275,0.0000035312469,0.0040748483,0.99224675,0.0005953957],"about_ca_topic_score_codex":0.0002814446,"about_ca_topic_score_gemma":0.000010928319,"teacher_disagreement_score":0.88417804,"about_ca_system_score_codex":0.00012794483,"about_ca_system_score_gemma":0.00007412159,"threshold_uncertainty_score":0.9997827},"labels":[],"label_agreement":null},{"id":"W2341605014","doi":"10.13130/zendron-miola-iage_phd2014-06-05","title":"Law and the Economy in Neoliberalism: the Politics of Competition Regulation in Brazil.","year":2014,"lang":"en","type":"dissertation","venue":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Pontifícia Universidade Católica do Rio de Janeiro; Banco Nacional de Desenvolvimento Econômico e Social; Patuakhali Science and Technology University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Agência Nacional do Petróleo, Gás Natural e Biocombustíveis; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade de São Paulo; European Commission; York University; U.S. Department of Justice; Consejo Latinoamericano de Ciencias Sociales; Pontifícia Universidade Católica de São Paulo; Agência Nacional de Energia Elétrica; Massachusetts Institute of Technology","keywords":"Neoliberalism (international relations); Politics; Competition (biology); Political science; Political economy; Economic system; Economics; Market economy; Law","score_opus":0.01230210197283134,"score_gpt":0.2167651305959048,"score_spread":0.20446302862307345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341605014","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":[0.28908056,0.00089113455,0.00011309965,0.003948233,0.00035606927,0.000880246,0.000017060918,0.000031938645,0.7046817],"genre_scores_gemma":[0.99287677,0.00016125625,0.000038080078,0.0012909641,0.00027865404,0.0000238149,0.00051334006,0.000022935483,0.0047941804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986747,0.000069231806,0.0004029055,0.00034757913,0.00024953653,0.00025608277],"domain_scores_gemma":[0.99880487,0.0003200057,0.00041459542,0.00028121643,0.00016709941,0.000012220892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031284092,0.000272203,0.00046785935,0.0003661479,0.0004855659,0.00009118484,0.00034995956,0.00008398423,0.000047736336],"category_scores_gemma":[0.00002676102,0.00021208377,0.000117382595,0.00042463883,0.0004308935,0.0003570784,0.0001716059,0.00024356587,0.000024102046],"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":[0.00017432906,0.000043917647,0.0040505677,0.0002313897,0.000061745435,0.0000034297398,0.0010864871,0.0005511986,0.0000053548174,0.99243927,0.000988277,0.00036405766],"study_design_scores_gemma":[0.0035629943,0.000014222128,0.75012827,0.00045511918,0.00022862098,0.0000032112584,0.0065242266,0.008768961,0.000003287558,0.16949259,0.060328513,0.0004900159],"about_ca_topic_score_codex":0.0023677964,"about_ca_topic_score_gemma":0.017860534,"teacher_disagreement_score":0.82294667,"about_ca_system_score_codex":0.00006879973,"about_ca_system_score_gemma":0.000035624467,"threshold_uncertainty_score":0.99665964},"labels":[],"label_agreement":null},{"id":"W23685316","doi":"10.1016/j.bios.2013.04.001","title":"Activa securitisatie en de waardeoverdracht van vreemd vermogen naar eigen vermogen","year":2005,"lang":"en","type":"article","venue":"Accounting","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.010436569202703676,"score_gpt":0.2248762240999631,"score_spread":0.21443965489725944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23685316","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":[0.86381775,0.00047421936,0.00041860985,0.0025618428,0.00039759502,0.00030168946,0.0000045874917,0.00039020416,0.13163349],"genre_scores_gemma":[0.98979354,0.000026611018,0.0006408329,0.0032806145,0.0052401936,0.000031191597,0.000025807813,0.000058512807,0.00090268627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998186,0.000016931133,0.00036846806,0.00040979753,0.00040737964,0.00061144057],"domain_scores_gemma":[0.99914354,0.00007243919,0.0002655943,0.00033122877,0.00016530122,0.000021894482],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004084421,0.00029067454,0.00028470976,0.00018131394,0.0005384323,0.00042026577,0.00042726682,0.00011049662,0.0009502617],"category_scores_gemma":[0.00015307825,0.00030254567,0.00014384957,0.00037488664,0.00006219913,0.0020369524,0.00033988358,0.00020059943,0.0014530848],"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":[0.0001556151,0.00032006987,0.24194354,0.00048319384,0.0005323194,0.0000538925,0.0027401429,0.0020299882,0.008429911,0.030576713,0.07448957,0.63824505],"study_design_scores_gemma":[0.0009415334,0.000008138849,0.16637187,0.0001028741,0.0001041404,0.000010643743,0.0007461684,0.011787908,0.00065579335,0.0041001653,0.8144381,0.0007326405],"about_ca_topic_score_codex":0.00029617283,"about_ca_topic_score_gemma":0.00012849107,"teacher_disagreement_score":0.7399486,"about_ca_system_score_codex":0.00014282891,"about_ca_system_score_gemma":0.00003685769,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W2409302332","doi":"","title":"OHS management systems in the UK and Ontario, Canada: a political economy perspective","year":2000,"lang":"en","type":"book-chapter","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Politics; Economy; Political science; Business; Economics; Computer science","score_opus":0.04645950185243332,"score_gpt":0.24995822950918825,"score_spread":0.20349872765675492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409302332","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":[0.0011725266,0.00047876203,0.0000044240287,0.0045170877,0.00014011201,0.0009817466,0.000056873214,0.000033938453,0.9926145],"genre_scores_gemma":[0.29819646,0.00059565675,0.00002266516,0.0009802233,0.0018396019,0.000015747313,0.00021200068,0.00008595739,0.6980517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997119,0.00007036201,0.00028554178,0.00075774017,0.00089165044,0.0008756918],"domain_scores_gemma":[0.99862844,0.00013168209,0.000109235305,0.00058039074,0.00046351095,0.00008674083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004970951,0.00042451284,0.000655231,0.0011282385,0.00054209394,0.00033524376,0.0006664438,0.0001757825,0.00029460376],"category_scores_gemma":[0.000022306593,0.00038113707,0.00021488412,0.00033535424,0.00039939285,0.0002933984,0.000671582,0.000942641,0.00005790291],"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":[0.00007062431,0.00003153403,0.0006890224,0.00013371807,0.00035714146,0.0007596842,0.00006833746,0.000027024753,7.929069e-8,0.97572297,0.021646414,0.0004934706],"study_design_scores_gemma":[0.0006933962,0.000016252694,0.009488326,0.0002157371,0.0001383837,0.000010676801,0.007786702,0.0001032896,2.1557698e-8,0.02106169,0.96009594,0.00038960337],"about_ca_topic_score_codex":0.71676266,"about_ca_topic_score_gemma":0.7848567,"teacher_disagreement_score":0.95466125,"about_ca_system_score_codex":0.0027132784,"about_ca_system_score_gemma":0.00059987814,"threshold_uncertainty_score":0.99986404},"labels":[],"label_agreement":null},{"id":"W2410225896","doi":"","title":"La responsabilité criminelle des organisations en matière d'infractions d'ordre économique (The Criminal Liability of Organizations for Economic Crimes)","year":2014,"lang":"fr","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Political science; Humanities; Criminal liability; Jurisprudence; Mens rea; Criminal law; Law; Philosophy","score_opus":0.016232915476924327,"score_gpt":0.2485304617090171,"score_spread":0.23229754623209278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410225896","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":[0.6979057,0.0064664427,0.21368684,0.058928624,0.0029939732,0.0017415995,0.000060355207,0.00014859345,0.018067854],"genre_scores_gemma":[0.9747667,0.001373966,0.00083165657,0.00022640287,0.0020853805,0.00004933054,0.000023500177,0.0000671808,0.020575928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974784,0.0002525573,0.000752987,0.00030217483,0.00010470683,0.0011091684],"domain_scores_gemma":[0.9969667,0.0011538626,0.00055770617,0.00038246106,0.0009087094,0.000030521183],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031969203,0.0002799176,0.00036659322,0.00018919619,0.0014009913,0.00028789943,0.00044363624,0.00014983158,0.0008392813],"category_scores_gemma":[0.002104126,0.00025075107,0.0002126094,0.00039351292,0.00052639504,0.0010418117,0.00012159566,0.0008193741,0.00018533296],"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":[0.000091425565,0.00020705072,0.009412517,0.00032178406,0.00027331378,1.0775089e-7,0.0009786809,0.0021917429,0.00013456531,0.9564621,0.00322572,0.026701001],"study_design_scores_gemma":[0.00087914,0.00013403229,0.025853228,0.000105060935,0.00071313966,0.00008084764,0.016353333,0.006775969,0.000065292224,0.60252815,0.3461545,0.0003572878],"about_ca_topic_score_codex":0.00071881723,"about_ca_topic_score_gemma":0.0046272,"teacher_disagreement_score":0.35393393,"about_ca_system_score_codex":0.0012717542,"about_ca_system_score_gemma":0.0017269066,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W2412282349","doi":"10.2139/ssrn.2789801","title":"Using Proactive Legal Strategies for Corporate Environmental Sustainability","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sustainability; Business; Corporate sustainability; Environmental law; Environmental resource management; Environmental planning; Environmental science; Political science; Ecology","score_opus":0.03237418228506017,"score_gpt":0.2546060505843193,"score_spread":0.22223186829925912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412282349","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":[0.8425858,0.00028732014,0.15227306,0.0023929828,0.00022602755,0.0004733319,0.0000026728414,0.000048535574,0.0017102509],"genre_scores_gemma":[0.99782866,0.000052986125,0.000076783734,0.00008831041,0.0007687042,0.000015254537,0.0000016359802,0.00001703648,0.0011506435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983747,0.000010815177,0.00019521007,0.00018207447,0.00015484946,0.0010823745],"domain_scores_gemma":[0.9994524,0.000018776498,0.00031123133,0.00009338839,0.00011509829,0.000009111015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005604006,0.00014026513,0.00014024643,0.00008229247,0.00041751418,0.00020052162,0.00013349394,0.000031337673,0.000029091174],"category_scores_gemma":[0.000033471762,0.000094030336,0.00009922162,0.00008759521,0.0001038884,0.0017028643,0.000048656904,0.00020570718,0.000013305932],"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":[0.00021625878,0.00006893864,0.010367092,0.000020180763,0.00014298774,0.0000014544195,0.000024189027,0.000092462076,0.0017056564,0.95850813,0.00010578676,0.028746871],"study_design_scores_gemma":[0.0008994827,0.000045342636,0.0076842294,0.000011732042,0.000045861452,0.000025423133,0.0076324022,0.0006061844,0.000038293172,0.9761562,0.0066633183,0.00019157231],"about_ca_topic_score_codex":0.000034340334,"about_ca_topic_score_gemma":0.00011389455,"teacher_disagreement_score":0.15524283,"about_ca_system_score_codex":0.00089214573,"about_ca_system_score_gemma":0.0006044749,"threshold_uncertainty_score":0.38344458},"labels":[],"label_agreement":null},{"id":"W2416769919","doi":"","title":"Ottawa police accused of undermining crack distribution program.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Criminology; Political science; Law; Sociology; Mathematics","score_opus":0.04259157666934293,"score_gpt":0.2609739793809334,"score_spread":0.21838240271159048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416769919","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":[0.8206048,0.00006928362,0.0031973287,0.0014065808,0.00048308275,0.0011297876,0.000003559302,0.00037222126,0.17273338],"genre_scores_gemma":[0.99866474,0.000001368445,0.000075448486,0.00024140345,0.00044692427,0.00014809064,0.000026319733,0.000008220071,0.0003875052],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992064,0.000002625399,0.00022433788,0.00012461867,0.00016271914,0.00027928987],"domain_scores_gemma":[0.99954665,0.000023873488,0.0001813017,0.000114792645,0.00012309528,0.000010308592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032954305,0.00008294264,0.000117148316,0.00007082105,0.00009754147,0.00006891777,0.000104727515,0.000029992269,0.000014092293],"category_scores_gemma":[0.0000661939,0.00007567277,0.000048546077,0.0004211226,0.00005295563,0.00034614318,0.00006211411,0.00004030227,0.000021144766],"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":[0.000040626262,0.00014882466,0.12559873,0.00012531357,0.000041595267,0.0000013468607,0.00005453443,0.000016398839,0.000031352844,0.02689027,0.00843058,0.8386204],"study_design_scores_gemma":[0.00024637318,0.0000017934899,0.8903135,0.0000064545397,0.0000146457305,2.7657632e-7,0.00019993987,0.00011601573,0.00008589809,0.00052210665,0.10841047,0.000082529594],"about_ca_topic_score_codex":0.00018926285,"about_ca_topic_score_gemma":0.00016835822,"teacher_disagreement_score":0.8385379,"about_ca_system_score_codex":0.000022699463,"about_ca_system_score_gemma":0.0000034756051,"threshold_uncertainty_score":0.3085846},"labels":[],"label_agreement":null},{"id":"W2462828734","doi":"10.5129/001041516819197593","title":"Environment and Consultation in the Brazilian Democratic Developmental State","year":2016,"lang":"en","type":"article","venue":"Comparative Politics","topic":"Regulation and Compliance Studies","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":"Social Sciences and Humanities Research Council","funders":"","keywords":"Democracy; Political science; State (computer science); Developmental state; Public administration; Law; Politics; Computer science","score_opus":0.04991387300554894,"score_gpt":0.26167226809818456,"score_spread":0.2117583950926356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462828734","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":[0.97672844,0.00006560144,0.0011002354,0.0019263393,0.000039313196,0.00020791647,0.0000025082143,0.000014690483,0.019914981],"genre_scores_gemma":[0.9978077,0.000012158708,0.0001704654,0.0010111695,0.00006181369,0.00002064999,0.000002912821,0.0000033496774,0.00090976985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99948126,0.000015510635,0.00014450093,0.000109376626,0.00010664634,0.00014269266],"domain_scores_gemma":[0.99975115,0.0001045695,0.000057352117,0.000055912038,0.00002517412,0.000005829548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008802604,0.000084556705,0.00009549203,0.000049259925,0.00013209292,0.000060537062,0.00006931463,0.000009437741,0.000035797988],"category_scores_gemma":[0.000022956961,0.000048225455,0.000010558718,0.000073155235,0.00015119258,0.00023867471,0.000045266424,0.000027925873,0.00017030069],"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":[0.000047125217,0.0002020959,0.46860528,0.00009861277,0.00007788343,0.00001108082,0.010427909,0.00008219369,0.0013323525,0.48944914,0.013580942,0.016085373],"study_design_scores_gemma":[0.0007768316,0.000007163625,0.8940967,0.000035868692,0.000008573973,0.0000020040295,0.002891199,0.0007224511,0.00009696774,0.06303611,0.03817229,0.00015385282],"about_ca_topic_score_codex":0.000021243814,"about_ca_topic_score_gemma":0.000043787353,"teacher_disagreement_score":0.42641303,"about_ca_system_score_codex":0.000031865457,"about_ca_system_score_gemma":0.000007981052,"threshold_uncertainty_score":0.21889275},"labels":[],"label_agreement":null},{"id":"W2470483161","doi":"10.1080/14774003.2013.11667786","title":"Recent Trends in Corporate Criminal Liability","year":2013,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Regulation and Compliance 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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Liability; Context (archaeology); Variety (cybernetics); Occupational safety and health; Political science; Discipline; Criminal liability; Criminology; Public relations; Law; Sociology; Criminal law; Geography","score_opus":0.1123118414699499,"score_gpt":0.366007572202704,"score_spread":0.25369573073275414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470483161","genre_codex":"commentary","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":[0.3113496,0.004306789,0.000026585738,0.5083402,0.00022653592,0.00057442964,0.0000030733743,0.00005258287,0.1751202],"genre_scores_gemma":[0.964229,0.008384488,0.0002398127,0.02632508,0.00040897346,0.000034088458,0.000011114125,0.000007114894,0.00036035143],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907243,0.00007008917,0.00033668036,0.00018887935,0.00008406189,0.00024786076],"domain_scores_gemma":[0.9992579,0.00029808754,0.00024940155,0.00009328681,0.00006666175,0.00003461536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008355072,0.00009548746,0.00017091658,0.00022544479,0.00015184903,0.000098104436,0.000038292597,0.0000323532,0.000099690136],"category_scores_gemma":[0.0010538723,0.00008390078,0.0000109895645,0.00049848546,0.000057523077,0.0010177693,0.00005946254,0.00013247856,0.000021133537],"study_design_candidate":"design_other","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":[0.0003203954,0.00008870993,0.060714595,0.00028420158,0.0000036446504,0.0000017576373,0.0008528948,0.000018043456,0.000001027416,0.043460798,0.001426786,0.89282715],"study_design_scores_gemma":[0.00041767882,0.00001628866,0.5923054,0.000030303057,0.00000252063,0.0000037254604,0.0010386058,0.00090870936,7.342697e-8,0.009183834,0.39601055,0.00008228237],"about_ca_topic_score_codex":0.015077454,"about_ca_topic_score_gemma":0.0010234833,"teacher_disagreement_score":0.89274484,"about_ca_system_score_codex":0.00004278422,"about_ca_system_score_gemma":0.00004666473,"threshold_uncertainty_score":0.99148124},"labels":[],"label_agreement":null},{"id":"W2474417411","doi":"","title":"The Environmental, Democratic, and Rule-of-Law Implications of Harper's Environmental Assessment Legacy","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance 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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental law; Democracy; Environmental impact assessment; Political science; Rule of law; Law; Environmental ethics; Law and economics; Sociology; Philosophy; Politics","score_opus":0.015377052043182984,"score_gpt":0.23937271128864557,"score_spread":0.22399565924546258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474417411","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":[0.9365629,0.00091777573,0.00069648743,0.006387108,0.00020498745,0.00050690287,0.000035424808,0.000047333255,0.054641087],"genre_scores_gemma":[0.9979088,0.00019331889,0.0002832792,0.0005708215,0.00014887501,0.000045959845,0.000008997365,0.000014630303,0.0008253292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99905545,0.000014699663,0.00032383244,0.00021228785,0.00020919417,0.00018453441],"domain_scores_gemma":[0.99930304,0.00008418643,0.00023759132,0.00034139742,0.000013535282,0.000020217652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015332851,0.00014171809,0.00017507513,0.000026922811,0.00047512763,0.00010547384,0.00020340443,0.000032421594,0.00031645165],"category_scores_gemma":[0.000010851194,0.00008860748,0.00006852034,0.000048342747,0.0005098964,0.0007759045,0.00021661301,0.000055936813,0.00009269687],"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":[0.000022697965,0.00015881628,0.16943021,0.00004009351,0.00010727287,5.882338e-7,0.000024396933,0.0000068184636,0.046502437,0.7638124,0.002510874,0.017383363],"study_design_scores_gemma":[0.0008051061,0.000020176401,0.78657496,0.000052708776,0.00006197724,0.00000178476,0.0002839482,0.00007567323,0.0011697868,0.029990178,0.1807425,0.00022119764],"about_ca_topic_score_codex":0.00009939771,"about_ca_topic_score_gemma":0.00008846826,"teacher_disagreement_score":0.7338223,"about_ca_system_score_codex":0.00003749609,"about_ca_system_score_gemma":0.0000070659144,"threshold_uncertainty_score":0.36543456},"labels":[],"label_agreement":null},{"id":"W2474608152","doi":"10.7202/1036196ar","title":"Les victimes de la criminalité d’entreprise : le conflit ignoré","year":2016,"lang":"fr","type":"article","venue":"Criminologie","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.2498868533363629,"score_gpt":0.34855175476270994,"score_spread":0.09866490142634704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474608152","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":[0.53852093,0.030954026,0.00487251,0.1383632,0.0020187697,0.00039484,0.000009585908,0.0006487581,0.28421736],"genre_scores_gemma":[0.95374453,0.0012169337,0.00038874382,0.0011034239,0.0008051635,0.000034153625,0.0000036589133,0.000032012467,0.0426714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834627,0.00007956439,0.00033221958,0.00044844914,0.00017392746,0.0006195607],"domain_scores_gemma":[0.99870867,0.00039182464,0.00020469379,0.0004136262,0.00025280204,0.000028409693],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000327153,0.00030227506,0.00031358347,0.00013341324,0.0004128187,0.00030707545,0.0003823034,0.00022406857,0.0021585478],"category_scores_gemma":[0.00069838436,0.00023361864,0.0001675911,0.0001434129,0.0008967412,0.00072416983,0.0003750436,0.00014251903,0.0021672838],"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":[0.00004857706,0.00016394079,0.055380214,0.00034746403,0.000094690855,0.00005748494,0.00026097058,0.000009256096,0.00074259343,0.19122136,0.044638395,0.70703506],"study_design_scores_gemma":[0.0006990628,0.000013684513,0.24573785,0.00027691037,0.00015765402,0.000008722262,0.002052092,0.0000695962,0.00065276615,0.026223186,0.72378355,0.00032492197],"about_ca_topic_score_codex":0.0010740156,"about_ca_topic_score_gemma":0.00002054085,"teacher_disagreement_score":0.70671016,"about_ca_system_score_codex":0.00010446823,"about_ca_system_score_gemma":0.00007918811,"threshold_uncertainty_score":0.9987536},"labels":[],"label_agreement":null},{"id":"W2475113756","doi":"10.7202/1036194ar","title":"Intermédiaire d’intermédiaires","year":2016,"lang":"fr","type":"article","venue":"Criminologie","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.2880664535786381,"score_gpt":0.33548249609165015,"score_spread":0.04741604251301207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475113756","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":[0.2759666,0.0436517,0.0032706182,0.3034769,0.020497914,0.0005536621,0.000016341137,0.0010278765,0.35153836],"genre_scores_gemma":[0.8850068,0.0008023488,0.00009128348,0.0028318241,0.0017567759,0.000026948246,0.0000027676294,0.00002979061,0.10945147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984351,0.000018457256,0.00034205813,0.00044034875,0.00016952399,0.00059454155],"domain_scores_gemma":[0.9990044,0.00010603456,0.00019083027,0.00043447028,0.00024362303,0.000020623738],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000118869,0.00030260166,0.00029982644,0.00017623388,0.00022599577,0.00022897136,0.0004594658,0.00015346931,0.003590771],"category_scores_gemma":[0.00045272583,0.0002085234,0.0001864322,0.00015916672,0.0006737671,0.0013176432,0.000558115,0.00010714401,0.013934381],"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":[0.00002545317,0.000061532985,0.01780344,0.00020405132,0.00005524717,0.00003572394,0.000035365407,7.8309074e-7,0.00029441636,0.057314932,0.13950552,0.78466356],"study_design_scores_gemma":[0.0004979016,0.00002332357,0.1556897,0.0006975479,0.0000834675,0.0000058499977,0.0003334379,0.0000522761,0.00029034473,0.016543208,0.82543457,0.00034835297],"about_ca_topic_score_codex":0.00007594836,"about_ca_topic_score_gemma":0.0000378139,"teacher_disagreement_score":0.78431517,"about_ca_system_score_codex":0.00009616566,"about_ca_system_score_gemma":0.000028579232,"threshold_uncertainty_score":0.99732006},"labels":[],"label_agreement":null},{"id":"W2480049249","doi":"10.29173/alr290","title":"Section 67 of the Responsible Energy Development Act: Seeking a Balance Between Independence and Accountability","year":2015,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Independence (probability theory); Statutory law; Section (typography); Law; Scope (computer science); Government (linguistics); Democracy; Political science; Statutory interpretation; Public administration; Resource (disambiguation); Law and economics; Accounting; Business; Economics; Politics","score_opus":0.047698259765262714,"score_gpt":0.26872004334060123,"score_spread":0.22102178357533853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480049249","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":[0.6202337,0.062346254,0.0007130506,0.016385512,0.0016045372,0.0019396755,0.0000025421743,0.00014564974,0.2966291],"genre_scores_gemma":[0.9968276,0.00045242702,0.00006342412,0.0020236585,0.00016070105,0.00002425335,0.000003017939,0.0000072471794,0.00043764658],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999146,0.000027435608,0.0002792904,0.0001838503,0.00024555635,0.00011785717],"domain_scores_gemma":[0.999276,0.00007267046,0.00022582967,0.00023654479,0.00017874663,0.000010222071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053695374,0.00010787295,0.0002381004,0.00001999553,0.00015064115,0.000046713845,0.00016439047,0.000032486452,0.000024978875],"category_scores_gemma":[0.00016669079,0.000073473064,0.000038869122,0.00030998638,0.00006943539,0.00042609256,0.00022552504,0.00006173073,0.000013508955],"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":[0.000031057738,0.000046046694,0.8318446,0.003410581,0.00008204836,3.6789456e-7,0.0002109891,0.0000067310502,0.00007098255,0.11688864,0.0045378595,0.042870063],"study_design_scores_gemma":[0.00014314803,0.0000026077125,0.16725026,0.0013003385,0.00004212351,0.0000012111019,0.000022008982,0.000047233378,0.000052352272,0.0013062161,0.829714,0.00011850416],"about_ca_topic_score_codex":0.0031848422,"about_ca_topic_score_gemma":0.004546192,"teacher_disagreement_score":0.8251761,"about_ca_system_score_codex":0.000027282,"about_ca_system_score_gemma":0.000048204387,"threshold_uncertainty_score":0.481455},"labels":[],"label_agreement":null},{"id":"W2480281085","doi":"10.29173/alr348","title":"Smart Regulation — Rhetoric or Reality?","year":2015,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance 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":true,"route_about_ca":true,"ca_institutions":"Canada Energy Regulator","funders":"","keywords":"Structuring; Regulatory reform; Deregulation; Rhetoric; Phrase; Relation (database); Business; Law and economics; Economics; Political science; Law; Computer science; Market economy","score_opus":0.10243642185003514,"score_gpt":0.3046429609356463,"score_spread":0.20220653908561115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480281085","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004886398,0.01682426,0.00011495733,0.022610487,0.00074204354,0.0006314594,4.0766915e-7,0.00011801696,0.95846975],"genre_scores_gemma":[0.8289255,0.009682176,0.0003559526,0.07807147,0.0038536268,0.0002829605,0.00021091237,0.00010295045,0.078514464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990966,0.000015869973,0.00030004597,0.00020585788,0.00021998258,0.00016168096],"domain_scores_gemma":[0.99924207,0.000039735718,0.0001790261,0.00031861675,0.00020332776,0.000017206237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003145779,0.00013676246,0.00028023284,0.000028087032,0.00012029312,0.000087509645,0.00014503534,0.000027827402,0.00048441283],"category_scores_gemma":[0.00022803833,0.000097210555,0.000072751056,0.0004434784,0.000039746577,0.0006830936,0.00008852937,0.000043261054,0.001917911],"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":[0.000014995047,0.000025714038,0.0011044983,0.0012336511,0.00002155961,0.0000012261137,0.000012131243,0.000004411182,0.000001214911,0.71148974,0.27558163,0.010509234],"study_design_scores_gemma":[0.00018027727,0.0000047272756,0.0026734257,0.0007742014,0.00006220502,0.000002293845,0.0000067547535,0.00015349212,7.602803e-7,0.004132064,0.9918652,0.00014455887],"about_ca_topic_score_codex":0.002789856,"about_ca_topic_score_gemma":0.0031670649,"teacher_disagreement_score":0.87995523,"about_ca_system_score_codex":0.000026667989,"about_ca_system_score_gemma":0.000015107748,"threshold_uncertainty_score":0.9988592},"labels":[],"label_agreement":null},{"id":"W2483043504","doi":"10.1017/cbo9781107707207.009","title":"Legal Framework for Enforcement","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","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":"McGill University","funders":"","keywords":"Enforcement; Business; Law and economics; Political science; Law; Sociology","score_opus":0.03191862849266443,"score_gpt":0.21265522541972276,"score_spread":0.18073659692705835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483043504","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":[0.000010779812,0.000034945493,0.03908566,0.00007097831,0.0005255851,0.00052755605,0.000023990318,0.00015720524,0.9595633],"genre_scores_gemma":[0.0034490665,0.000012418911,0.00044083313,0.0007392258,0.0015019015,0.0000033907363,0.00006485413,0.000045546607,0.99374276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898756,0.0000026394755,0.00017123822,0.00038049807,0.00021258833,0.00024549608],"domain_scores_gemma":[0.99902797,0.000047062524,0.0003091243,0.00035791367,0.00023919721,0.000018749857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007772137,0.0003141616,0.00035085974,0.00016345049,0.0003496365,0.00015766153,0.00035959188,0.00020505956,0.000023758315],"category_scores_gemma":[0.000015227684,0.00035327038,0.00025551594,0.00000807196,0.00012110965,0.00014757588,0.00033978684,0.00019062129,0.00006681277],"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":[0.00006669782,0.000002850984,0.0000022358895,0.00018543734,0.00009314539,0.000006704612,0.0000035101937,0.000008665338,0.0000012943188,0.8947026,0.10281636,0.002110475],"study_design_scores_gemma":[0.00041593742,0.000011208103,0.000016439135,0.00018439334,0.0001963665,5.4807253e-7,0.000022715252,0.00050896837,0.0000056524277,0.0010466037,0.9971993,0.00039189702],"about_ca_topic_score_codex":0.0000977685,"about_ca_topic_score_gemma":0.000002640829,"teacher_disagreement_score":0.8943829,"about_ca_system_score_codex":0.000070012866,"about_ca_system_score_gemma":0.000019152347,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W2494454636","doi":"10.1080/14774003.2013.11667792","title":"What can we Learn from National and International Comparisons of Corporate Criminal Liability?","year":2013,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Liability; Occupational safety and health; Criminal liability; Business; Poison control; Injury prevention; Political science; Accounting; Actuarial science; Environmental health; Law; Criminal law; Medicine","score_opus":0.12812298239288072,"score_gpt":0.3704678031417325,"score_spread":0.24234482074885177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494454636","genre_codex":"commentary","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":[0.3510211,0.0063464073,0.00014479995,0.6050864,0.00053075707,0.00059046946,0.00003034144,0.0000321236,0.03621757],"genre_scores_gemma":[0.98253536,0.0072306255,0.00046701057,0.009103459,0.00038418017,0.000011757323,0.0000250168,0.0000043949913,0.00023819225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99925333,0.000045352517,0.00029496528,0.00015510902,0.00012756314,0.00012366148],"domain_scores_gemma":[0.99881124,0.0005962415,0.00034106176,0.000050572115,0.00017042927,0.00003046225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041611682,0.00007949599,0.00015504389,0.000113089634,0.00014124851,0.00017487985,0.00004297279,0.00002741151,0.00006258942],"category_scores_gemma":[0.00087716855,0.00007286482,0.000010816376,0.00012195554,0.00010862538,0.0014843395,0.00007687553,0.00009831949,0.000007051458],"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":[0.0010878642,0.0003062315,0.22957999,0.0011433321,0.00009628026,0.000001546623,0.006633057,0.00014897982,0.000024387251,0.48521587,0.008606007,0.26715648],"study_design_scores_gemma":[0.00091798307,0.000029125802,0.5757005,0.00018564366,0.000012191365,0.0000065624504,0.012104979,0.0076634367,6.802665e-7,0.079760104,0.32346106,0.00015771108],"about_ca_topic_score_codex":0.011583413,"about_ca_topic_score_gemma":0.00057380256,"teacher_disagreement_score":0.63151425,"about_ca_system_score_codex":0.00002159477,"about_ca_system_score_gemma":0.000077070574,"threshold_uncertainty_score":0.9949985},"labels":[],"label_agreement":null},{"id":"W2495909430","doi":"10.1002/9781118678381.ch03","title":"How to Make IAs More Influential","year":2013,"lang":"en","type":"other","venue":"Impact Assessment","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Legitimacy; Foundation (evidence); Best practice; Political science; Management science; Good practice; Process (computing); Offset (computer science); Engineering ethics; Engineering; Computer science; Law","score_opus":0.022739406281995916,"score_gpt":0.3233997379637661,"score_spread":0.3006603316817702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495909430","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":[0.0017546877,0.00017115525,0.001768421,0.0060369223,0.0011549138,0.0009651407,0.000014337674,0.00041236618,0.98772204],"genre_scores_gemma":[0.059416387,0.000015774798,0.0008270125,0.0032245598,0.0049810107,0.00016373426,0.00009042311,0.0004011325,0.93087995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986681,0.0000061717155,0.0001731594,0.00033252282,0.00044439777,0.0003756893],"domain_scores_gemma":[0.9991718,0.0000069357266,0.00028079582,0.0004158465,0.00009241185,0.0000322012],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000068432804,0.00038853046,0.00039449224,0.00042078414,0.0000898612,0.0011041537,0.00028541774,0.00011970402,0.0048928326],"category_scores_gemma":[0.000017730647,0.00030490724,0.0001733768,0.0002882873,0.000035761914,0.00026852777,0.00026664967,0.00013297201,0.0013399727],"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":[0.0000038660673,0.000036125468,0.004059089,0.000089619745,0.00015932378,0.0000038425287,0.0000136076005,0.000025454283,0.000019472678,0.0022448183,0.98054236,0.012802426],"study_design_scores_gemma":[0.00026822678,0.000010701771,0.09970723,0.00012420362,0.000050218696,5.070529e-7,0.00012700204,0.00018502252,8.669814e-7,0.00012347252,0.8990505,0.0003520856],"about_ca_topic_score_codex":0.0008966962,"about_ca_topic_score_gemma":0.0001332501,"teacher_disagreement_score":0.09564815,"about_ca_system_score_codex":0.000092712704,"about_ca_system_score_gemma":0.00003584346,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W2502184426","doi":"10.29173/alr106","title":"The Relationship Between Governments and Independent Regulatory Agencies: Will We Ever Get it Right?","year":2012,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"TransCanada (Canada); University of Toronto; University of Victoria; University of Alberta","funders":"University of Alberta","keywords":"Opposition (politics); Commission; Government (linguistics); Context (archaeology); Political science; Public administration; Government regulation; Law; Law and economics; Economics; Politics","score_opus":0.05346774814560176,"score_gpt":0.2757472153008893,"score_spread":0.22227946715528754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502184426","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":[0.08084968,0.32349616,0.000054201395,0.057993125,0.0012150437,0.0020450668,0.0000047569583,0.00011179754,0.5342302],"genre_scores_gemma":[0.97841024,0.006627916,0.000015025105,0.00558516,0.00058497145,0.00004753315,0.000009659854,0.000017759976,0.008701713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988396,0.000030461744,0.0003312919,0.00017979828,0.0003496216,0.00026919344],"domain_scores_gemma":[0.9989621,0.0003922,0.00023617322,0.0003383224,0.000047812082,0.000023403809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275739,0.00016772107,0.00023464875,0.00001586273,0.00063470827,0.000121394485,0.00018978292,0.00004168883,0.00019614008],"category_scores_gemma":[0.00019886813,0.00010831005,0.00008044826,0.00017437187,0.00011244229,0.001167243,0.00019487711,0.00010135164,0.00050563016],"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":[0.0000019600825,0.000010614595,0.43465737,0.0006957034,0.00004790736,2.1341461e-7,0.000042083426,1.729096e-7,4.1986306e-7,0.52558535,0.036624134,0.0023341004],"study_design_scores_gemma":[0.00007837829,0.0000011854894,0.32596812,0.0005562902,0.00008596925,7.188369e-7,0.000027118493,0.0000030704582,3.4407907e-7,0.0021968908,0.6709754,0.00010651497],"about_ca_topic_score_codex":0.00023973726,"about_ca_topic_score_gemma":0.0004043573,"teacher_disagreement_score":0.8975606,"about_ca_system_score_codex":0.000046745306,"about_ca_system_score_gemma":0.0000066540147,"threshold_uncertainty_score":0.6499021},"labels":[],"label_agreement":null},{"id":"W2502794752","doi":"10.1051/geotech/2001094011","title":"Prise en compte du risque du sol par l’entreprise","year":2001,"lang":"fr","type":"article","venue":"Revue Française de Géotechnique","topic":"Regulation and Compliance Studies","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":"Historical Studies in Education","funders":"","keywords":"Political science","score_opus":0.011773890623163823,"score_gpt":0.21349035083628973,"score_spread":0.2017164602131259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502794752","genre_codex":"commentary","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":[0.20282426,0.039568223,0.2349413,0.30313814,0.004865593,0.0053600823,0.000051835683,0.0033942692,0.20585631],"genre_scores_gemma":[0.9611395,0.011572203,0.003499943,0.0028327648,0.0062207635,0.00033749567,0.00004471474,0.0001506665,0.014201944],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972551,0.00010689294,0.00074264465,0.0007221129,0.0002935041,0.00087975047],"domain_scores_gemma":[0.99809635,0.00014431747,0.00047416135,0.000777672,0.00042222237,0.00008525794],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007987011,0.000580027,0.0007016755,0.00033720772,0.0006622322,0.00041277983,0.0006214982,0.00047180578,0.0017736821],"category_scores_gemma":[0.00034596625,0.00066252716,0.00039320692,0.00075194484,0.00028788624,0.0010364595,0.00047133138,0.00058847317,0.0018340687],"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":[0.00033151594,0.0012440734,0.4203738,0.0029962389,0.0003562909,0.0015922231,0.002125856,0.0025053348,0.0009311099,0.057157476,0.41517764,0.09520844],"study_design_scores_gemma":[0.00075369736,0.000022221628,0.043475423,0.00093823177,0.00018035923,0.000114142036,0.00009869909,0.017894037,0.00020086659,0.004680601,0.9309328,0.00070888473],"about_ca_topic_score_codex":0.001340191,"about_ca_topic_score_gemma":0.00018935541,"teacher_disagreement_score":0.75831527,"about_ca_system_score_codex":0.00022192957,"about_ca_system_score_gemma":0.00006590252,"threshold_uncertainty_score":0.9995826},"labels":[],"label_agreement":null},{"id":"W2505996356","doi":"10.1177/0308518x16664096","title":"Symposium on Brett Christophers’ <i>The Great Leveler: Capitalism and competition in the Court of Law</i>","year":2016,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Capitalism; Competition (biology); Political science; Law; Economic history; Political economy; Law and economics; Sociology; Economics; Politics","score_opus":0.01627463312374925,"score_gpt":0.1908402619140202,"score_spread":0.17456562879027096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505996356","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":[0.9600049,0.0006213008,0.000092070586,0.015903464,0.000040160823,0.0001371702,0.0000027282347,0.000006647391,0.023191549],"genre_scores_gemma":[0.9981392,0.00017444765,0.000007639177,0.0012802533,0.00010807842,0.000009595547,0.0000023413938,0.000003543336,0.00027488955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996394,0.000010487324,0.000088923356,0.00012626042,0.000045056408,0.00008988971],"domain_scores_gemma":[0.9997758,0.00007014546,0.00006778242,0.00007829164,0.0000028396378,0.000005095052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001716752,0.00008255862,0.00009749589,0.000023305509,0.00016388504,0.000052233347,0.000042816784,0.000021142008,0.000025419617],"category_scores_gemma":[0.000002078911,0.00004492764,0.000012827831,0.00001573739,0.00013536525,0.0001616663,0.000037392176,0.000038333357,0.0000066462303],"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":[0.00012608679,0.00006863159,0.43835416,0.00012215352,0.000055331024,0.000009709416,0.005401188,0.00016334142,0.0003370256,0.54422414,0.006899605,0.004238635],"study_design_scores_gemma":[0.0011496829,0.000040015802,0.43719497,0.00016291364,0.000028023893,0.000004972111,0.0031627312,0.00037312412,0.000029482244,0.0058728447,0.5517765,0.0002047237],"about_ca_topic_score_codex":0.000050922714,"about_ca_topic_score_gemma":0.000016762393,"teacher_disagreement_score":0.54487693,"about_ca_system_score_codex":0.000005676358,"about_ca_system_score_gemma":8.5886217e-7,"threshold_uncertainty_score":0.1832096},"labels":[],"label_agreement":null},{"id":"W2510606310","doi":"10.29173/alr241","title":"Balancing Employer Policies and Employee Rights: The Role of Legislation in Addressing Workplace Alcohol and Drug Testing Programs","year":2008,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislation; Jurisprudence; Business; Certainty; CLARITY; Law and economics; Legal certainty; Law; Public relations; Political science; Economics","score_opus":0.047719287078323146,"score_gpt":0.2707687714434978,"score_spread":0.22304948436517466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510606310","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":[0.84008443,0.09149497,0.00000524697,0.0026211797,0.00005749382,0.00090999826,2.7361492e-7,0.00004758141,0.06477881],"genre_scores_gemma":[0.9972108,0.0014334422,0.00011533114,0.00091742823,0.00011098168,0.000036079102,0.0000033612105,0.000011205994,0.0001613434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992076,0.000022567563,0.00030402595,0.00017181624,0.00012942415,0.00016452685],"domain_scores_gemma":[0.9994026,0.00016430703,0.0002007239,0.00014695563,0.0000779832,0.000007457306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023033406,0.00013229836,0.00027414755,0.000037400576,0.0003163205,0.00007770671,0.00008673424,0.000019387944,0.000007214669],"category_scores_gemma":[0.00010451597,0.00008691706,0.000030635747,0.00038859728,0.00016511865,0.00050458603,0.00010453323,0.00007031082,0.0000057934153],"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":[0.0000047515077,0.000021987054,0.9397713,0.0010100154,0.00002029611,0.0000011555325,0.00044668204,0.0000072443513,0.000028018174,0.03036914,0.00044702843,0.027872395],"study_design_scores_gemma":[0.000683991,0.000012705155,0.5556919,0.017060706,0.0001594109,0.00003060126,0.00027187125,0.0011933849,0.000025248699,0.0064009177,0.4179579,0.0005113585],"about_ca_topic_score_codex":0.0115719065,"about_ca_topic_score_gemma":0.0055783894,"teacher_disagreement_score":0.41751087,"about_ca_system_score_codex":0.000006957195,"about_ca_system_score_gemma":0.0000055238684,"threshold_uncertainty_score":0.99501014},"labels":[],"label_agreement":null},{"id":"W2527759247","doi":"10.18820/24150517/jjs41.v1.5","title":"Die strafregtelike aanspreeklikheid van regspersone: Lesse uit Kanada","year":2016,"lang":"nl","type":"article","venue":"Journal for Juridical Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science","score_opus":0.03340037909171334,"score_gpt":0.2839854300215252,"score_spread":0.25058505092981187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527759247","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":[0.49107555,0.010946335,0.0533442,0.28394043,0.031985622,0.0026698404,0.00012445131,0.00045170126,0.12546186],"genre_scores_gemma":[0.97616404,0.0007257411,0.00035308875,0.001603807,0.0041073677,0.000014311428,0.0000011543365,0.00003178934,0.016998673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958553,0.000020219373,0.00070122123,0.0006695912,0.0015819216,0.0011717689],"domain_scores_gemma":[0.99776274,0.00017143936,0.00063149905,0.0003753321,0.0008434465,0.000215533],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019060292,0.0003615213,0.00043077045,0.00032166726,0.002977295,0.0015403894,0.0013320171,0.00010096249,0.0013986814],"category_scores_gemma":[0.0010058946,0.00022620031,0.00031753225,0.00090264,0.0014579796,0.003320851,0.00036633943,0.00028552374,0.0007435724],"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":[0.0005521728,0.0006317377,0.021216758,0.00053159567,0.00023550475,0.00020695433,0.00027746652,0.00007301398,0.01623805,0.09970107,0.38043424,0.47990143],"study_design_scores_gemma":[0.0018449203,0.00012071648,0.038920227,0.0008238523,0.00012832794,0.00004450206,0.00050435174,0.0009347615,0.00038667637,0.023573635,0.93201333,0.00070469733],"about_ca_topic_score_codex":0.00007419361,"about_ca_topic_score_gemma":0.00020688624,"teacher_disagreement_score":0.55157906,"about_ca_system_score_codex":0.00025972657,"about_ca_system_score_gemma":0.00042510804,"threshold_uncertainty_score":0.99951416},"labels":[],"label_agreement":null},{"id":"W2536299615","doi":"","title":"A Managerial Guide For Understanding Occupational Health And Safety Legislation","year":2016,"lang":"en","type":"article","venue":"European Scientific Journal ESJ","topic":"Regulation and Compliance Studies","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":"Bishop's University","funders":"","keywords":"Legislation; Statute; Legislature; Compliance (psychology); Occupational safety and health; Business; Similarity (geometry); Political science; Public relations; Law; Psychology; Computer science; Social psychology","score_opus":0.0999949736080776,"score_gpt":0.29644191879740184,"score_spread":0.19644694518932423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536299615","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":[0.0368165,0.0002981852,0.853463,0.017117707,0.0055340366,0.00046467021,0.000013215016,0.00011436232,0.08617832],"genre_scores_gemma":[0.9844941,0.00003417396,0.001409187,0.0011466293,0.0027913654,0.0000021156156,0.000016023349,0.000025229298,0.010081211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989621,0.000028589351,0.00032286433,0.00021101865,0.00024663037,0.00022881858],"domain_scores_gemma":[0.99937636,0.000041968495,0.00030401096,0.00009941617,0.00015046836,0.000027795375],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019442025,0.00008813125,0.0001014561,0.00020471598,0.0014575699,0.0008613452,0.000120489094,0.000008192296,0.000076341654],"category_scores_gemma":[0.00016957585,0.000059956612,0.00005341077,0.00018771582,0.00011619229,0.0009122819,0.00008806604,0.00003798046,0.000082750805],"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":[0.0005234847,0.00005489453,0.01074036,0.0001054337,0.00008025544,0.000010165399,0.0015432611,0.00008292184,0.0012397586,0.21025316,0.60322046,0.17214583],"study_design_scores_gemma":[0.0015231491,0.000016962047,0.01896518,0.00016175958,0.000010179274,0.000012389839,0.0017366795,0.0005407967,0.0000015016996,0.019417204,0.9574498,0.00016437705],"about_ca_topic_score_codex":0.0000018772577,"about_ca_topic_score_gemma":0.00001114862,"teacher_disagreement_score":0.94767755,"about_ca_system_score_codex":0.00008629247,"about_ca_system_score_gemma":0.00003929872,"threshold_uncertainty_score":0.9998424},"labels":[],"label_agreement":null},{"id":"W2556631657","doi":"","title":"STORMING THE BARRICADES SO WE CAN ALL BE PRIVATE TOGETHER: EVERYDAY SURVEILLANCE AND THE POLITICS OF PRIVACY ADVOCACY","year":2009,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Victoria","funders":"","keywords":"Politics; Political science; Internet privacy; Public relations; Sociology; Law; Computer science","score_opus":0.023696774817156728,"score_gpt":0.25009080918915266,"score_spread":0.22639403437199593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556631657","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":[0.73508716,0.0019743352,0.00042655898,0.23111802,0.00018166323,0.00058017334,0.0000016504424,0.00012093167,0.030509513],"genre_scores_gemma":[0.99034184,0.00020412411,0.00009290784,0.007549316,0.00026505743,0.000005251851,0.0000016314725,0.00000784932,0.0015320198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992091,0.000022537772,0.00022063652,0.00014370702,0.00019573064,0.00020830467],"domain_scores_gemma":[0.9993616,0.00012100417,0.00016124928,0.0002566209,0.000091532005,0.0000080394475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034818755,0.00012955298,0.00019157237,0.00003969256,0.0003767417,0.00015460134,0.00026324496,0.000023215223,0.00003353448],"category_scores_gemma":[0.00011058851,0.00006539571,0.000056958484,0.00018131203,0.0002485689,0.00018999321,0.00013890541,0.000073655196,0.0000039980637],"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":[0.000077145625,0.000056175773,0.05895818,0.000118429125,0.00012720199,0.000001232705,0.0037307474,0.000116088406,0.00023202554,0.9028004,0.013421896,0.02036052],"study_design_scores_gemma":[0.0011137518,0.00001217167,0.33871162,0.00004667122,0.000038474413,0.0000017268101,0.0019392109,0.0022969432,0.00008384663,0.040246107,0.615273,0.00023646001],"about_ca_topic_score_codex":0.00028243475,"about_ca_topic_score_gemma":0.00006853163,"teacher_disagreement_score":0.86255425,"about_ca_system_score_codex":0.000010208255,"about_ca_system_score_gemma":0.000014107166,"threshold_uncertainty_score":0.28976306},"labels":[],"label_agreement":null},{"id":"W2557015926","doi":"10.7202/1037780ar","title":"Contrôle des drogues et mondialisation : enjeux et limites de la régulation internationale","year":2016,"lang":"fr","type":"article","venue":"Drogues santé et société","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.045949204266981646,"score_gpt":0.33661215856696364,"score_spread":0.290662954299982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557015926","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":[0.566168,0.017857166,0.021081017,0.06638395,0.002770297,0.0008712814,0.000119782075,0.00064158917,0.32410693],"genre_scores_gemma":[0.97965056,0.0039583133,0.0009803307,0.0036061443,0.0011675523,0.00006945641,0.00018901339,0.000056608424,0.010322051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99805075,0.00028468377,0.0004633787,0.00039163607,0.00039728588,0.000412278],"domain_scores_gemma":[0.99773914,0.0010669471,0.00042301562,0.0002211823,0.00051829487,0.000031399697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012897704,0.00033117807,0.00033120564,0.00019281845,0.00032577073,0.00067835086,0.00023797294,0.00019086589,0.0010658465],"category_scores_gemma":[0.0009974154,0.0002883541,0.00021379426,0.000258785,0.0004866724,0.0030007535,0.00020945248,0.00015844838,0.0004744152],"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":[0.00008561206,0.0003160859,0.12733419,0.00030216848,0.00029163805,0.000008009369,0.0040298617,0.00022142386,0.002329493,0.54203725,0.018886562,0.3041577],"study_design_scores_gemma":[0.0018110515,0.00003004835,0.49346167,0.00096388796,0.0001364466,0.0000064198703,0.0045291744,0.0025531694,0.00039911864,0.2249361,0.2706393,0.0005336298],"about_ca_topic_score_codex":0.00032583304,"about_ca_topic_score_gemma":0.0004411266,"teacher_disagreement_score":0.41348255,"about_ca_system_score_codex":0.00022105809,"about_ca_system_score_gemma":0.00008117945,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W2557684666","doi":"","title":"Taking Organizations Seriously: Responsible Agency, Organizations and the Criminal Law","year":2016,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Agency (philosophy); Law; Criminal law; Business; Political science; Criminal justice; Law enforcement; Criminology; Sociology","score_opus":0.009343297534558488,"score_gpt":0.18319487542684482,"score_spread":0.17385157789228634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557684666","genre_codex":"commentary","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":[0.13572928,0.000045944154,0.008486602,0.67934835,0.00033313406,0.0005771098,0.00001402016,0.0009121088,0.17455342],"genre_scores_gemma":[0.9407127,0.000095428695,0.00051942054,0.0016719803,0.00018837396,7.392978e-7,0.000010657399,0.000027061122,0.056773677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931717,0.000035057445,0.000098042634,0.00023030021,0.00013382992,0.00018557966],"domain_scores_gemma":[0.9993308,0.00009307061,0.00014790257,0.00023141796,0.0001781484,0.000018632589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048639966,0.00013754904,0.00014179706,0.00015574583,0.0010197873,0.00022992691,0.00025131993,0.000043133667,0.0011423925],"category_scores_gemma":[0.00011523867,0.00009544278,0.00003241525,0.0012756673,0.00032342476,0.0024874096,0.0004434947,0.000060732153,0.00016440618],"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":[0.000072586525,0.000017983886,0.017746568,0.000022835115,0.000032655546,0.000010393677,0.00033085828,0.00001440102,0.000029170631,0.9298753,0.051553078,0.00029417628],"study_design_scores_gemma":[0.0024669848,0.000014443811,0.19392458,0.00012478155,0.00023762074,0.0000011877921,0.0033600507,0.0000799303,0.00030700752,0.015737977,0.7832072,0.00053823186],"about_ca_topic_score_codex":0.0014525,"about_ca_topic_score_gemma":0.00013518428,"teacher_disagreement_score":0.9141373,"about_ca_system_score_codex":0.000019889889,"about_ca_system_score_gemma":0.000058745965,"threshold_uncertainty_score":0.9997707},"labels":[],"label_agreement":null},{"id":"W2560253904","doi":"","title":"RESPONSABILITÀ DELL'ENTE E COMPLIANCE AZIENDALI: UN'INDAGINE STATISTICA","year":2014,"lang":"it","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Humanities; Linea; Political science; Art","score_opus":0.038763192693578225,"score_gpt":0.26623931327660183,"score_spread":0.2274761205830236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560253904","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":[0.027449343,0.0017271959,0.23833853,0.032746255,0.0042393995,0.0014846323,0.00006789393,0.0008744608,0.69307226],"genre_scores_gemma":[0.9507201,0.000091660375,0.003106189,0.004943832,0.0012500419,0.000027749462,0.00005370034,0.000062300925,0.03974445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971507,0.00007966507,0.0007207476,0.00077183655,0.00055858115,0.0007184673],"domain_scores_gemma":[0.99808383,0.00026779325,0.0003641476,0.00064302736,0.0005898392,0.000051360206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006901608,0.00048674174,0.00057252886,0.00020801405,0.000709415,0.00060889235,0.0004578281,0.00009711228,0.0063311537],"category_scores_gemma":[0.00049778,0.000451956,0.00015926377,0.0007678168,0.00037053233,0.0007021134,0.000419182,0.00023555614,0.0069144475],"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":[0.00049990485,0.0005127082,0.047025092,0.0011059333,0.0003014894,0.000014539202,0.00017912885,0.00028170532,0.00019812286,0.56751204,0.24032368,0.14204566],"study_design_scores_gemma":[0.0011367282,0.00003777941,0.120041244,0.00022045651,0.00010770055,0.0000020870257,0.0002738918,0.05956037,0.00002692999,0.0116655985,0.80632937,0.0005978227],"about_ca_topic_score_codex":0.000176399,"about_ca_topic_score_gemma":0.000068999354,"teacher_disagreement_score":0.9232707,"about_ca_system_score_codex":0.00005725292,"about_ca_system_score_gemma":0.000028540675,"threshold_uncertainty_score":0.99979323},"labels":[],"label_agreement":null},{"id":"W2562140141","doi":"10.1057/978-1-137-56694-2_7","title":"Institutional Bypasses in Brazil: Overcoming Ex-Ante Resistance to Institutional Reforms","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Regulation and Compliance 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":"University of Toronto","funders":"","keywords":"Bureaucracy; Ex-ante; Institutional change; Institution; Resistance (ecology); Political science; Public administration; Economic system; Economics; Politics; Law; Macroeconomics","score_opus":0.025202308764043245,"score_gpt":0.2447279031592197,"score_spread":0.21952559439517644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562140141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007209462,0.0003993616,0.0004624976,0.0007617156,0.0007132418,0.0005504666,0.000056043955,0.00013225518,0.9962035],"genre_scores_gemma":[0.9574449,0.0000425333,0.00025977808,0.0020152798,0.0015952224,0.000057557634,0.00005552689,0.00005954887,0.03846962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99747515,0.0000057692605,0.0006846434,0.00070687797,0.00065032823,0.0004772419],"domain_scores_gemma":[0.99883384,0.00004577071,0.00035474478,0.0004678411,0.00025564968,0.00004216077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023067485,0.0005763955,0.000586692,0.00071843417,0.00042707758,0.00019186393,0.0004496221,0.00021727446,0.00042161826],"category_scores_gemma":[0.00007348571,0.00046246377,0.00021279632,0.00008145593,0.00031003985,0.000017582544,0.00044938122,0.00025051393,0.0011613204],"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":[0.000119248565,8.353244e-7,0.0009805072,0.00014216687,0.000059855167,0.00005975503,0.000028021186,0.000015567368,0.00006755436,0.99136394,0.000309691,0.006852883],"study_design_scores_gemma":[0.0006587516,0.0000065883755,0.013725093,0.0013110015,0.000026661668,0.0000052921737,0.000013624565,0.000017600265,0.000014604649,0.7512691,0.23228468,0.000666979],"about_ca_topic_score_codex":0.000057291407,"about_ca_topic_score_gemma":0.0020048071,"teacher_disagreement_score":0.95773387,"about_ca_system_score_codex":0.00030062374,"about_ca_system_score_gemma":0.0001225878,"threshold_uncertainty_score":0.9997827},"labels":[],"label_agreement":null},{"id":"W2576174195","doi":"10.5040/9780815750864","title":"Achieving Regulatory Excellence","year":2016,"lang":"en","type":"book","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":76,"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":"Excellence; Business; Political science","score_opus":0.02229785965839882,"score_gpt":0.21179682230333383,"score_spread":0.18949896264493502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576174195","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":[0.000039773957,0.0004463696,0.00053914136,0.0012582603,0.00070046046,0.00015814177,9.598283e-7,0.00026699388,0.9965899],"genre_scores_gemma":[0.0020411862,0.00005374297,0.00004796546,0.0015834565,0.004214311,0.000008404733,0.000011768508,0.000044829452,0.9919943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988748,0.0000030414935,0.0002483126,0.00034909483,0.0003026262,0.00022211473],"domain_scores_gemma":[0.99918807,0.000028166573,0.000255731,0.00038212852,0.00013872511,0.0000071617787],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016059812,0.00026825254,0.00028309855,0.00017512112,0.00017372571,0.00014490852,0.00029093958,0.0001241761,0.0032105665],"category_scores_gemma":[0.000019661089,0.00019248936,0.00013611834,0.00006104961,0.00010359592,0.0004658823,0.00029623762,0.000107123094,0.007221522],"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":[0.0000030764809,0.0000048157194,0.00028810414,0.00014392039,0.000027152986,0.0000027842013,0.0000029319683,7.5849783e-7,0.0000143372035,0.2365481,0.74303305,0.019930981],"study_design_scores_gemma":[0.00011802989,0.0000014005662,0.003286348,0.00033312856,0.000026071857,4.6873723e-7,0.000009019158,0.000014613246,9.397517e-7,0.02313464,0.97277075,0.00030457132],"about_ca_topic_score_codex":0.000006121683,"about_ca_topic_score_gemma":0.000009482054,"teacher_disagreement_score":0.22973773,"about_ca_system_score_codex":0.000057645975,"about_ca_system_score_gemma":0.00003949568,"threshold_uncertainty_score":0.99770063},"labels":[],"label_agreement":null},{"id":"W2582918339","doi":"10.1177/0032258x0107400305","title":"Some Thoughts on the Ethics and Practices of Public Inquiries into Policing in Canada","year":2001,"lang":"en","type":"article","venue":"The Police Journal Theory Practice and Principles","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criminology; Sociology; Engineering ethics; Political science; Engineering","score_opus":0.1546964772809343,"score_gpt":0.35254760549558695,"score_spread":0.19785112821465264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582918339","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":[0.822402,0.001141103,0.000030509158,0.16905303,0.00016817366,0.0001127443,3.8980593e-7,0.000007854609,0.0070842043],"genre_scores_gemma":[0.9805108,0.0043916916,0.000036379945,0.012890442,0.002004703,0.0000047761137,2.7645922e-7,0.000010648172,0.0001503112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985451,0.00047506744,0.00031501244,0.00011659159,0.00032540693,0.00022279102],"domain_scores_gemma":[0.9934891,0.0049987067,0.0011155216,0.00019098012,0.000185832,0.000019857047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005527893,0.00013608272,0.00016890027,0.000118385644,0.0010123915,0.0004092967,0.00025933323,0.000035833502,0.0000113968],"category_scores_gemma":[0.004962032,0.00007293115,0.000024099034,0.0002925467,0.00032643258,0.0019488903,0.0002070327,0.00072551833,0.0000032969126],"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":[0.00022690049,0.00003831681,0.015316113,0.00006103395,0.00009299368,0.0000067971437,0.008161514,0.00009386113,0.000068345034,0.9697516,0.0003229417,0.0058595776],"study_design_scores_gemma":[0.0005568217,0.000036607362,0.107238255,0.00025295926,0.00015349673,0.00024864296,0.16716689,0.00071852724,0.00006400022,0.2369677,0.48628885,0.00030726043],"about_ca_topic_score_codex":0.26410022,"about_ca_topic_score_gemma":0.46313342,"teacher_disagreement_score":0.7327839,"about_ca_system_score_codex":0.000050333518,"about_ca_system_score_gemma":0.00022274142,"threshold_uncertainty_score":0.77866},"labels":[],"label_agreement":null},{"id":"W2584995235","doi":"10.1108/jfrc-04-2016-0038","title":"Self-regulation and compliance enforcement practices by the Investment Dealers Association in Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Financial Regulation and Compliance","topic":"Regulation and Compliance 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":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Sanctions; Tribunal; Enforcement; Compliance (psychology); Originality; Investment (military); Work (physics); Business; Accounting; Economics; Law and economics; Law; Public relations; Political science; Psychology; Social psychology","score_opus":0.043190713896468114,"score_gpt":0.2705804072930705,"score_spread":0.22738969339660237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584995235","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":[0.9693944,0.0011391805,0.00044739817,0.017551303,0.00084577885,0.00045955885,0.0000038881685,0.000015139795,0.010143351],"genre_scores_gemma":[0.99728453,0.00015625662,0.00020394758,0.0015884138,0.00033764978,0.000007924294,0.000003008325,0.000007572485,0.00041068206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869037,0.000024172226,0.00047808935,0.00016461994,0.0004492851,0.00019348787],"domain_scores_gemma":[0.9965119,0.00007592982,0.0029013623,0.00017831256,0.0003100225,0.000022501741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005423436,0.00014826343,0.00024997993,0.00006374036,0.00070032995,0.0003790348,0.00021760869,0.000043074586,0.000020781794],"category_scores_gemma":[0.00036400024,0.00011859889,0.00003445124,0.00011606294,0.00006193895,0.0012414298,0.00008538794,0.00014791625,0.0000032074513],"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":[0.0002421511,0.00010210051,0.84500486,0.00031111157,0.000087114415,0.0000071974605,0.0003023875,0.0010158501,0.00036639575,0.058731787,0.03504921,0.058779858],"study_design_scores_gemma":[0.0007104867,0.000011790946,0.8807047,0.00014363688,0.000025235366,0.000004334267,0.000111958325,0.0119547965,0.000022101935,0.003373303,0.102814846,0.00012280197],"about_ca_topic_score_codex":0.040676996,"about_ca_topic_score_gemma":0.1198811,"teacher_disagreement_score":0.079204105,"about_ca_system_score_codex":0.0003608694,"about_ca_system_score_gemma":0.00017220229,"threshold_uncertainty_score":0.96571124},"labels":[],"label_agreement":null},{"id":"W2589574207","doi":"10.1080/01924036.2017.1295396","title":"Repositioning the corporate criminal: comparing and contrasting corporate criminal liability in Canada and Finland","year":2017,"lang":"en","type":"article","venue":"International Journal of Comparative and Applied Criminal Justice","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":8,"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 Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Työsuojelurahasto","keywords":"Political science; Corporate crime; Jurisdiction; Criminal law; Legislation; Legislature; Law; Corporate liability; Corporation; Misconduct; Politics; Sociology; Liability","score_opus":0.1184511418857517,"score_gpt":0.3002614558521152,"score_spread":0.18181031396636352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589574207","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":[0.99373114,0.00019835787,0.00054772384,0.0006589611,0.0003449505,0.00011322903,0.0000020201317,0.000003861432,0.004399733],"genre_scores_gemma":[0.9987963,0.00003594565,0.0002287878,0.00051781686,0.0003806086,0.0000055554488,0.0000021959092,0.0000063473026,0.000026438607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877566,0.000020713811,0.0004950069,0.00019826842,0.0003460857,0.00016425108],"domain_scores_gemma":[0.9975713,0.00022423282,0.0015788927,0.00010993446,0.00048546324,0.000030160956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004252802,0.00018080877,0.00036914903,0.000092012335,0.00059172395,0.00069206423,0.00027921904,0.000021930937,0.000008116732],"category_scores_gemma":[0.00010385424,0.00013460545,0.000027167887,0.000043944397,0.00029211747,0.000557041,0.00021221853,0.00024289623,0.000001287733],"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":[0.0023375885,0.00015741991,0.8481273,0.00074154703,0.00041268842,0.0002936599,0.004820768,0.0025656442,0.0016410805,0.12669098,0.0007658289,0.011445498],"study_design_scores_gemma":[0.0011238833,0.000018653183,0.96939576,0.0001938092,0.00045129555,0.00008429681,0.015153466,0.008754586,0.000098466335,0.004361989,0.00018886909,0.00017493845],"about_ca_topic_score_codex":0.024526259,"about_ca_topic_score_gemma":0.058537554,"teacher_disagreement_score":0.12232899,"about_ca_system_score_codex":0.00006369951,"about_ca_system_score_gemma":0.00009094959,"threshold_uncertainty_score":0.9819695},"labels":[],"label_agreement":null},{"id":"W2591285660","doi":"10.1111/cars.12139","title":"The Lac‐Mégantic Derailment, Corporate Regulation, and Neoliberal Sovereignty","year":2017,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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 Alberta","funders":"","keywords":"Sovereignty; State (computer science); Derailment; Economy; Politics; Economic history; Train; Political science; Law; Archaeology; History; Economics","score_opus":0.07571830169582774,"score_gpt":0.2601398053206923,"score_spread":0.18442150362486456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591285660","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":[0.8706737,0.034094796,0.000021774777,0.068757996,0.0010230825,0.00089761213,0.0000402396,0.000064093256,0.024426697],"genre_scores_gemma":[0.98385334,0.006414264,0.000061069804,0.008331839,0.0004952233,0.000052054173,0.000035659927,0.000019574862,0.00073698565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984549,0.0000534069,0.00039071016,0.0003107491,0.000045488603,0.00074473204],"domain_scores_gemma":[0.9979916,0.00013179847,0.00086911046,0.0005930281,0.0003121146,0.00010234983],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001118533,0.000215955,0.00045702665,0.00006922436,0.001963196,0.000112794,0.00059547945,0.00015094713,0.00012000557],"category_scores_gemma":[0.0012304919,0.00017268318,0.00013022685,0.00007219371,0.0017238641,0.0002760401,0.00012858033,0.00020705999,0.000037016132],"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":[0.00000885419,0.0000064999144,0.27725154,0.0020085294,0.00014869015,0.000021841719,0.00041311065,0.0000068140466,0.000026240628,0.6600474,0.048356038,0.011704466],"study_design_scores_gemma":[0.00022699947,0.000011029007,0.71704936,0.0006526208,0.00007742359,0.000007323232,0.00081409025,0.00018179878,7.726509e-7,0.23102644,0.049720112,0.00023201067],"about_ca_topic_score_codex":0.014744941,"about_ca_topic_score_gemma":0.13046235,"teacher_disagreement_score":0.43979785,"about_ca_system_score_codex":0.00025576042,"about_ca_system_score_gemma":0.00027431964,"threshold_uncertainty_score":0.9993361},"labels":[],"label_agreement":null},{"id":"W2596431935","doi":"","title":"Need for Enforceable and Clear Regulations","year":2017,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Business","score_opus":0.04062267079138206,"score_gpt":0.24372470751591635,"score_spread":0.2031020367245343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596431935","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":[0.94612724,0.000018368719,0.0027797436,0.0029461624,0.00036876678,0.00040811204,0.000007625599,0.00018333421,0.047160637],"genre_scores_gemma":[0.97178394,0.000011855063,0.0001767143,0.00040941342,0.00040231328,0.0000018139467,0.000014861919,0.000025555088,0.027173534],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991442,0.0000056536496,0.00013937082,0.00031011205,0.00013987691,0.0002607912],"domain_scores_gemma":[0.99909854,0.000030723502,0.00028145616,0.00042461045,0.00014032247,0.000024345956],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00011431145,0.00017386509,0.00021009288,0.00022393603,0.0014520483,0.0008636859,0.0004319657,0.00006819136,0.00001994014],"category_scores_gemma":[0.000040493538,0.00018706599,0.00008047071,0.00009802208,0.00014815485,0.0023232056,0.0004158287,0.00007314737,0.00006944973],"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":[0.00025607308,0.000052298827,0.90376943,0.00025475712,0.00010219998,0.000015110171,0.0003011377,0.00015548187,0.00031677278,0.08761768,0.0013104819,0.005848579],"study_design_scores_gemma":[0.0015198974,0.000023092321,0.46445462,0.00008829164,0.00008616338,0.0000017715558,0.00078765687,0.0010021533,0.000033890687,0.001106931,0.53055805,0.00033751567],"about_ca_topic_score_codex":0.00018982458,"about_ca_topic_score_gemma":0.0005759345,"teacher_disagreement_score":0.5292475,"about_ca_system_score_codex":0.000031035946,"about_ca_system_score_gemma":0.000012048608,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W2605995669","doi":"10.29173/alr765","title":"Introduction – The Future Role of Health Law and Medicare: The Holy Grail of Access, Quality, and Sustainability","year":2017,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Holy Grail; Sustainability; Quality (philosophy); Business; Law and economics; Law; Economics; Political science; Philosophy; Epistemology; Computer science","score_opus":0.03446324794483086,"score_gpt":0.3334563826085497,"score_spread":0.29899313466371885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605995669","genre_codex":"commentary","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":[0.014132839,0.20442733,0.0000059463428,0.75949687,0.00026576288,0.0011681281,0.0000013672634,0.000010359136,0.020491399],"genre_scores_gemma":[0.97005963,0.021892972,0.0000031165355,0.007344892,0.00056953076,0.000030302643,0.0000040007517,0.0000052182386,0.00009031102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992138,0.0000589976,0.0003250856,0.00015475281,0.00015049994,0.000096863805],"domain_scores_gemma":[0.99857,0.0000700862,0.0006192189,0.00053582416,0.00019863369,0.0000062271474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011758235,0.00008670047,0.00031438324,0.0000070315527,0.0006363774,0.00011977541,0.00029225345,0.000017764747,0.000028824314],"category_scores_gemma":[0.00027150585,0.000044126067,0.000046325014,0.00007644793,0.00057806267,0.00046770708,0.00032283703,0.00006154938,0.0000011631895],"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":[0.000004290578,0.000012497972,0.0076726177,0.003982738,0.00002186542,2.0328452e-8,0.000047515186,1.3275489e-7,0.00000110619,0.9283295,0.005011895,0.054915812],"study_design_scores_gemma":[0.000087184104,0.0000040327736,0.15792765,0.00023710176,0.000041380536,5.7145644e-7,0.00019967515,0.0000052644186,0.0000010337897,0.021298591,0.82015073,0.000046810455],"about_ca_topic_score_codex":0.018264674,"about_ca_topic_score_gemma":0.0068344506,"teacher_disagreement_score":0.95592684,"about_ca_system_score_codex":0.000006248515,"about_ca_system_score_gemma":0.000014267951,"threshold_uncertainty_score":0.9882728},"labels":[],"label_agreement":null},{"id":"W2608392391","doi":"10.3138/9781442679399-009","title":"7. Socioeconomic versus Science-Based Regulation: Informal Influences on the Formal Regulation of rbST in Canada","year":2000,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Political science; Psychology; Sociology; Demography","score_opus":0.024122401551449516,"score_gpt":0.18905973167572182,"score_spread":0.1649373301242723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608392391","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026150089,0.000048532198,0.000003946079,0.00006623574,0.00015865198,0.00023780858,0.000009091146,0.000011792067,0.97331387],"genre_scores_gemma":[0.94835275,0.000018271487,0.000028654533,0.00010252374,0.0001032156,6.33571e-7,0.000014611438,0.000009794478,0.051369555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990902,0.000003821357,0.00023250948,0.00017254191,0.00033978728,0.0001611496],"domain_scores_gemma":[0.9990691,0.000047931422,0.0004784474,0.0002421496,0.00015254684,0.000009825535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013726133,0.00015723551,0.00022789945,0.000070674294,0.00026090947,0.000029371884,0.0004024884,0.00006326175,0.0007534265],"category_scores_gemma":[0.000004913836,0.00015086807,0.00007338317,0.0000049736923,0.00040839188,0.0006796001,0.00011702302,0.00007847578,0.0000052283035],"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":[0.0016857825,0.000015699003,0.001122457,0.00020648124,0.00011574157,0.000002431227,0.0008467457,0.02117841,0.000025281257,0.9392926,0.0025611816,0.032947164],"study_design_scores_gemma":[0.002665125,0.00005832403,0.17641804,0.00048323933,0.00013031233,1.7900165e-7,0.0006837004,0.015775448,0.000089844274,0.0022758513,0.800784,0.0006359547],"about_ca_topic_score_codex":0.7947056,"about_ca_topic_score_gemma":0.9021295,"teacher_disagreement_score":0.9370168,"about_ca_system_score_codex":0.00042927763,"about_ca_system_score_gemma":0.00042458237,"threshold_uncertainty_score":0.8249492},"labels":[],"label_agreement":null},{"id":"W2609267695","doi":"10.29173/alr480","title":"Bill C-45 and the Canadian Petroleum Industry","year":2005,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Manning Diversified Forest Products (Canada); Toronto Public Health","funders":"","keywords":"Criminal code; Duty; Statute; Indemnity; Law; Mens rea; Duty of care; Business; Strict liability; Criminal law; Liability; Political science","score_opus":0.02076987639974484,"score_gpt":0.23664817451308992,"score_spread":0.21587829811334508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609267695","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":[0.0017294596,0.04012358,7.209474e-7,0.25449517,0.00011093723,0.00031297255,3.7397177e-7,0.000018273511,0.7032085],"genre_scores_gemma":[0.875464,0.0038618606,0.000012677191,0.11265845,0.0006612588,0.00004324749,0.0000052521596,0.000011928409,0.007281282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994396,0.000010477631,0.00016144599,0.00013020507,0.000092118695,0.00016612884],"domain_scores_gemma":[0.99963105,0.000039367802,0.000078958794,0.00018815689,0.00004552265,0.000016956963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021190208,0.00010142628,0.00019496227,0.00002368377,0.0003549141,0.00013821309,0.00013108399,0.000041559215,0.00051240745],"category_scores_gemma":[0.00006414729,0.000053348747,0.00005053344,0.00014971143,0.00013033191,0.00029126034,0.000056949695,0.00012914027,0.0005605761],"study_design_candidate":"not_applicable","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":[0.0000025125728,0.0000051686707,0.0028974763,0.00032038064,0.000025191526,5.954415e-7,0.000011578339,0.000003764096,1.0607123e-7,0.9174794,0.060327716,0.018926129],"study_design_scores_gemma":[0.0002156208,6.0975344e-7,0.0035476,0.00036007448,0.00005038878,0.0000021248875,0.0000063069506,0.00016739802,1.2251368e-7,0.0007431979,0.99481976,0.00008681643],"about_ca_topic_score_codex":0.39673,"about_ca_topic_score_gemma":0.7839792,"teacher_disagreement_score":0.93449205,"about_ca_system_score_codex":0.000017085575,"about_ca_system_score_gemma":0.000014398337,"threshold_uncertainty_score":0.72052586},"labels":[],"label_agreement":null},{"id":"W2610222447","doi":"10.1111/lapo.12080","title":"Brokering Access Beyond the Border and in the Wild: Comparing Freedom of Information Law and Policy in Canada and the United States","year":2017,"lang":"en","type":"article","venue":"Law & Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"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 Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Freedom of information; State (computer science); Meaning (existential); Political science; Law; Variation (astronomy); Public administration; Public policy; Public access; Psychology","score_opus":0.01826682484563445,"score_gpt":0.2774708181589877,"score_spread":0.25920399331335325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610222447","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":[0.9366917,0.00009658622,0.00000401114,0.023093712,0.000026796886,0.00020040062,0.0000023439418,0.00000487104,0.03987956],"genre_scores_gemma":[0.9894217,0.00010795128,0.0000033095137,0.010321566,0.000114890914,0.0000106447915,0.000004981179,0.0000033790723,0.000011581108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995141,0.000014778072,0.00017187039,0.000060568153,0.00010554421,0.00013313386],"domain_scores_gemma":[0.99954116,0.000073014344,0.00016485584,0.00018233145,0.00003356946,0.000005092188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073582,0.00008134741,0.00012811233,0.00006700508,0.00047866837,0.0006152001,0.00025060066,0.000012418914,0.0000012759425],"category_scores_gemma":[0.000054546854,0.00004378295,0.000008283763,0.0002051183,0.00037238016,0.00092768995,0.00030337766,0.00007312577,2.470909e-7],"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":[0.000030112902,0.0000034530794,0.1626344,0.00006627214,0.000011433658,2.7613274e-7,0.0012889629,0.00057937624,8.59258e-7,0.8329311,0.00019801845,0.002255708],"study_design_scores_gemma":[0.0010018833,0.0000012842794,0.9304393,0.00003846528,0.000008088073,9.682669e-7,0.0016421813,0.013355729,0.000002056707,0.016660128,0.03677561,0.000074335294],"about_ca_topic_score_codex":0.9882071,"about_ca_topic_score_gemma":0.9676214,"teacher_disagreement_score":0.816271,"about_ca_system_score_codex":0.000018383009,"about_ca_system_score_gemma":0.000027261493,"threshold_uncertainty_score":0.5932389},"labels":[],"label_agreement":null},{"id":"W2617262097","doi":"10.1257/aer.20181491","title":"Patronage and Selection in Public Sector Organizations","year":2020,"lang":"en","type":"article","venue":"American Economic Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":261,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Bureaucracy; Discretion; Politics; Public sector; Regression discontinuity design; Economics; Competence (human resources); Selection (genetic algorithm); Political science; Management; Economy; Law","score_opus":0.029284254987183983,"score_gpt":0.23088709623601836,"score_spread":0.20160284124883437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617262097","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":[0.51491743,0.039433844,0.0024838306,0.3063781,0.00033546795,0.0024390612,0.000007656976,0.0006761069,0.13332851],"genre_scores_gemma":[0.97618556,0.007312758,0.00006662717,0.016121982,0.00024362694,0.000018322831,0.0000057225875,0.000010967843,0.000034429973],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995477,0.0000069888843,0.00017276725,0.00015773601,0.000023237024,0.000091521106],"domain_scores_gemma":[0.9997846,0.000008369601,0.00013650904,0.000036497902,0.000024411922,0.000009626906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057417536,0.00007044243,0.00020132613,0.000040035535,0.000049019465,0.000065177126,0.000059005186,0.000005567352,0.00037546462],"category_scores_gemma":[0.00005572364,0.00006844181,0.00001859124,0.0004402955,0.00004240044,0.0003544221,0.000048692556,0.00003462503,0.00035243275],"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":[0.0000055215046,0.000029670551,0.5694199,0.001569975,0.00005572461,0.0000011710268,0.0000817667,0.00009805765,0.00005930808,0.03704749,0.049969982,0.3416614],"study_design_scores_gemma":[0.00014683924,0.000008402834,0.23583193,0.00010273888,0.000020007883,9.103828e-7,0.0001068369,0.0032032458,5.8558896e-7,0.00018491993,0.76022875,0.0001648383],"about_ca_topic_score_codex":0.00010680443,"about_ca_topic_score_gemma":0.00012802481,"teacher_disagreement_score":0.7102588,"about_ca_system_score_codex":0.000023635295,"about_ca_system_score_gemma":0.000013130568,"threshold_uncertainty_score":0.45299277},"labels":[],"label_agreement":null},{"id":"W2620007411","doi":"10.1002/cjas.1445","title":"Organizational attention and learning under regulatory intervention: Governmental investigation into auto engine quality","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Argument (complex analysis); Unintended consequences; Product (mathematics); Quality (philosophy); Process (computing); Economic interventionism; Intervention (counseling); Order (exchange); Regulator; Business; Economics; Public economics; Psychology; Political science; Computer science; Law","score_opus":0.10517379461033599,"score_gpt":0.32038205513028795,"score_spread":0.21520826051995195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620007411","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":[0.98868006,0.00012400052,0.0009043576,0.003529609,0.0004532454,0.000109277884,0.0000042518177,0.000011015327,0.006184157],"genre_scores_gemma":[0.9969516,0.0000058801343,0.0020409331,0.00022187454,0.00041529752,0.000003451425,0.000007946414,0.000007465834,0.0003455536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984529,0.00007278531,0.000518975,0.00031914873,0.00027443407,0.00036178165],"domain_scores_gemma":[0.99805355,0.000060959777,0.0011029373,0.00012837861,0.0004522918,0.00020187655],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0025430573,0.00017070414,0.00020590707,0.00029847707,0.005029925,0.0016586375,0.00050337205,0.000062193176,0.00010593054],"category_scores_gemma":[0.0012245028,0.00016670696,0.00007360289,0.00043358043,0.004014601,0.002897151,0.000042733394,0.000182406,0.000005115903],"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":[0.000025596699,0.000026847303,0.6272698,0.00014308355,0.000037651527,0.000040077954,0.0023832584,0.00045029295,0.0017675796,0.36446023,0.00013601135,0.0032595594],"study_design_scores_gemma":[0.00033377495,0.00040543848,0.9101758,0.000234235,0.00003219336,0.00014772308,0.01887864,0.0036179018,0.00017673447,0.06518307,0.0005484904,0.0002659967],"about_ca_topic_score_codex":0.0100348,"about_ca_topic_score_gemma":0.30133373,"teacher_disagreement_score":0.29927716,"about_ca_system_score_codex":0.00061045366,"about_ca_system_score_gemma":0.0011457596,"threshold_uncertainty_score":0.9993777},"labels":[],"label_agreement":null},{"id":"W26570012","doi":"10.71781/23713","title":"L'audit de sécurité et la protection des organisations","year":2009,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science; Business","score_opus":0.009077856039474455,"score_gpt":0.187506606186843,"score_spread":0.17842875014736856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W26570012","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":[0.665069,0.0178746,0.0032348589,0.0036661334,0.0014551822,0.001073988,0.000024225326,0.0004693691,0.30713266],"genre_scores_gemma":[0.8893219,0.0007131013,0.00084052683,0.0004711056,0.0006010168,0.0000605459,0.00033908244,0.00004657632,0.107606135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99801314,0.00010130262,0.00038906594,0.0005349129,0.0005135535,0.00044800743],"domain_scores_gemma":[0.99841315,0.00005690272,0.0005394461,0.00027096423,0.0006462854,0.000073241434],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002823531,0.0004650208,0.00035737356,0.00040639652,0.010349607,0.00034531186,0.00031462376,0.00038495,0.00013607118],"category_scores_gemma":[0.00012240515,0.000558871,0.00027861205,0.00066549226,0.0003148036,0.0013865969,0.00013228704,0.00043409455,0.00024237597],"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":[0.0011323333,0.0011211607,0.08553116,0.0019222632,0.0010326749,0.001236527,0.030969562,0.013780659,0.022779856,0.7748606,0.0055299583,0.06010323],"study_design_scores_gemma":[0.0010497338,0.000047379184,0.5839683,0.0008619434,0.0005394386,0.00029755235,0.020370342,0.003700791,0.001084406,0.009083795,0.37818217,0.0008141441],"about_ca_topic_score_codex":0.030537726,"about_ca_topic_score_gemma":0.015482391,"teacher_disagreement_score":0.7657768,"about_ca_system_score_codex":0.0023425461,"about_ca_system_score_gemma":0.0009838177,"threshold_uncertainty_score":0.9996863},"labels":[],"label_agreement":null},{"id":"W2725254759","doi":"10.31235/osf.io/6cdhe","title":"Logics and practices of transparency and opacity in real-world applications of public sector machine learning","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":12,"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); Accountability; Public sector; Public relations; Nova scotia; Business; Political science; Computer science; Sociology; Computer security","score_opus":0.15742788197206792,"score_gpt":0.34517092491321244,"score_spread":0.18774304294114452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725254759","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":[0.66443425,0.0022927218,0.0057385345,0.004745222,0.0001403113,0.0012955846,0.000025005347,0.00011613324,0.3212122],"genre_scores_gemma":[0.9974929,0.0011703193,0.00044786828,0.000021825459,0.00008624375,0.00004274866,0.0000324365,0.000007436787,0.0006982334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921274,0.00001541933,0.00030447965,0.00025196886,0.000120362776,0.00009499952],"domain_scores_gemma":[0.99834734,0.000055399938,0.0012171586,0.00022254113,0.00015049415,0.0000070577244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038270105,0.00013091252,0.00032334568,0.00024663628,0.00012257753,0.00014625936,0.00016262213,0.00005631227,0.000062142826],"category_scores_gemma":[0.00012973415,0.00011260862,0.00003095772,0.00013486574,0.00013391736,0.00037745645,0.00032562236,0.00020291853,8.351548e-7],"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":[0.000009996853,0.000053994467,0.9585152,0.0013193218,0.00003300515,2.5232399e-7,0.00008322346,0.000065891014,0.00003427517,0.028120639,0.000037688467,0.011726513],"study_design_scores_gemma":[0.00027469607,0.0000048113097,0.9690005,0.00012334334,0.000049076643,2.1234219e-7,0.0002184224,0.0058976463,0.000009333075,0.012548264,0.011705547,0.0001681391],"about_ca_topic_score_codex":0.005498487,"about_ca_topic_score_gemma":0.01066233,"teacher_disagreement_score":0.3330586,"about_ca_system_score_codex":0.000006827696,"about_ca_system_score_gemma":0.000016090667,"threshold_uncertainty_score":0.8312104},"labels":[],"label_agreement":null},{"id":"W2733408849","doi":"10.11575/sppp.v7i0.42472","title":"The Future of Energy Regulation and Policy Development: A Summary Paper","year":2017,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Regulation and Compliance Studies","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":"University of Calgary","funders":"","keywords":"Energy (signal processing); Energy policy; Political science; Public economics; Environmental economics; Economics; Engineering; Renewable energy; Physics; Electrical engineering","score_opus":0.023312248131784348,"score_gpt":0.28157660498653636,"score_spread":0.258264356854752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733408849","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":[0.33563167,0.00063024776,0.0000036958288,0.009220522,0.0002614281,0.00021701373,0.0000010565288,0.000022338461,0.654012],"genre_scores_gemma":[0.99231154,0.002958129,0.000060998016,0.00016813244,0.00070542673,0.00002532646,0.000003774823,0.00001136232,0.0037553299],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992667,0.000012865421,0.00020838641,0.00017493447,0.00011200194,0.00022513833],"domain_scores_gemma":[0.99932617,0.000063849526,0.00015462648,0.0003519943,0.00009334844,0.000010041416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005132621,0.00007884821,0.0001183074,0.00013938065,0.000997249,0.00026330294,0.00026489526,0.00004309046,0.000014102613],"category_scores_gemma":[0.00012444545,0.000061331346,0.000025754796,0.00006541968,0.00027550425,0.00045416827,0.00033332617,0.00008113337,0.0000026264051],"study_design_candidate":"design_other","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":[0.000038085604,0.000012007335,0.028444989,0.00002711583,0.00001866784,5.785645e-7,0.00004405247,0.000024536243,0.00006072186,0.10864362,0.00024537963,0.8624402],"study_design_scores_gemma":[0.0002010896,0.0000020734594,0.45311427,0.000025054429,0.0000010002972,3.2894033e-7,0.000256049,0.00072153594,0.000019485213,0.0069301967,0.53866655,0.00006236232],"about_ca_topic_score_codex":0.000098121265,"about_ca_topic_score_gemma":0.0014347145,"teacher_disagreement_score":0.8623779,"about_ca_system_score_codex":0.00005105341,"about_ca_system_score_gemma":0.000056928406,"threshold_uncertainty_score":0.7670134},"labels":[],"label_agreement":null},{"id":"W2734088543","doi":"10.11575/sppp.v9i0.42573","title":"The Issue of Social Licence and Energy Utility Planning and Investment","year":2017,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Regulation and Compliance Studies","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":"University of Calgary","funders":"","keywords":"Distrust; Viewpoints; License; Government (linguistics); Public relations; Process (computing); Energy (signal processing); Business; Term (time); Law and economics; Political science; Economics; Law","score_opus":0.052076870375927606,"score_gpt":0.3207198750179326,"score_spread":0.26864300464200497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734088543","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":[0.67383647,0.0001919878,9.546467e-7,0.0024844254,0.00007316752,0.000068860754,6.138614e-7,0.0000065974314,0.3233369],"genre_scores_gemma":[0.998096,0.0004692938,0.000015196237,0.00019547102,0.00015740239,0.000013191656,6.2917564e-7,0.0000044499343,0.001048397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99946547,0.000011751214,0.00013280868,0.00015185172,0.00007215383,0.00016598724],"domain_scores_gemma":[0.99958235,0.000076214106,0.000106792955,0.0001830108,0.00004365047,0.000007965397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489986,0.000055627654,0.00010375255,0.000044784083,0.00091132126,0.00023990117,0.00016588233,0.000025253603,0.0000100623365],"category_scores_gemma":[0.00013824136,0.000044735985,0.0000146944485,0.000023723991,0.00051911944,0.00023049356,0.0003581084,0.00007150504,9.1962323e-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":[0.000093344,0.00003217769,0.29760498,0.00007718988,0.00003897802,0.0000025356937,0.00053699367,0.000018776049,0.00007875644,0.10556324,0.0008379822,0.59511507],"study_design_scores_gemma":[0.00021122441,0.0000052599767,0.7395383,0.000016861486,0.0000018482863,2.6257507e-7,0.0016843384,0.004923368,0.000014140163,0.0034783452,0.25006482,0.00006119175],"about_ca_topic_score_codex":0.00011882761,"about_ca_topic_score_gemma":0.00020379007,"teacher_disagreement_score":0.59505385,"about_ca_system_score_codex":0.000016026483,"about_ca_system_score_gemma":0.000012301766,"threshold_uncertainty_score":0.7009238},"labels":[],"label_agreement":null},{"id":"W2738095672","doi":"10.2166/wqrj.2017.043","title":"Examining the emerging environmental protection policy convergence in the Ontario municipal drinking water, wastewater and stormwater sectors","year":2015,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"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":"Context (archaeology); Corporate governance; Stormwater; Business; Environmental planning; Private sector; Water industry; Convergence (economics); Environmental resource management; Engineering; Environmental science; Environmental engineering; Economics; Water supply; Surface runoff; Finance; Economic growth","score_opus":0.28300530458975187,"score_gpt":0.3596792534889921,"score_spread":0.07667394889924023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738095672","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":[0.9917841,0.000042930482,0.000025922282,0.0066043567,0.00020312157,0.00029321917,1.894888e-7,0.000011942746,0.0010341988],"genre_scores_gemma":[0.9977131,0.000011693201,0.000009455406,0.00028927173,0.0009367683,0.000036626225,0.0000044325575,0.000012723894,0.0009859287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744505,0.00041861905,0.00037500414,0.0002138668,0.0009090152,0.0006384417],"domain_scores_gemma":[0.99956954,0.00003104837,0.00006670035,0.00022214942,0.00008094481,0.000029623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008297945,0.00014781771,0.00015130163,0.00027979875,0.0010913342,0.00084063335,0.00039517588,0.00004163502,0.00016646161],"category_scores_gemma":[0.000052314037,0.00006242574,0.000049032085,0.00015049493,0.0002501035,0.00091707363,0.00050749764,0.00076728675,0.00009897565],"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":[0.00046937205,0.00019067508,0.67517465,0.000109711305,0.00014919839,0.000070307105,0.28218174,0.0008763352,0.033714868,0.0010066599,0.00081754185,0.005238911],"study_design_scores_gemma":[0.00330596,0.00017174518,0.5841356,0.00020060281,0.000036132333,0.00021926797,0.14727439,0.0025767095,0.005788143,0.024814337,0.23068036,0.00079675234],"about_ca_topic_score_codex":0.022587081,"about_ca_topic_score_gemma":0.008507384,"teacher_disagreement_score":0.22986281,"about_ca_system_score_codex":0.00024399476,"about_ca_system_score_gemma":0.000023633334,"threshold_uncertainty_score":0.9839216},"labels":[],"label_agreement":null},{"id":"W2738113338","doi":"10.3138/cpp.2016-064","title":"Enforcement of Ontario's <i>Employment Standards Act:</i> The Impact of Reforms","year":2017,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Enforcement; Christian ministry; Business; Accounting; Public administration; Political science; Law","score_opus":0.036028854337916874,"score_gpt":0.29886976287244493,"score_spread":0.2628409085345281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738113338","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":[0.2596052,0.00004653901,0.000010812679,0.010821673,0.00016024848,0.00028010862,0.00007261964,0.000015099323,0.7289877],"genre_scores_gemma":[0.9962242,0.0000073151205,0.0000045326196,0.00076211256,0.00034312723,0.000012882178,0.000012433905,0.000010154175,0.0026232419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901086,0.0000031444235,0.0002365456,0.00011510098,0.00027476487,0.0003595958],"domain_scores_gemma":[0.99859196,0.000005122956,0.00037392633,0.0006289299,0.00034669667,0.00005334138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030783573,0.00012658336,0.00019332799,0.00027291334,0.00056010264,0.00029128193,0.00058533694,0.000031749118,0.0008539591],"category_scores_gemma":[0.00016706466,0.000078023404,0.00013822409,0.00016108401,0.00019366507,0.00065988547,0.00013734908,0.0000651374,0.000010556377],"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":[0.0000255729,0.000036831498,0.22432056,0.000053483036,0.00027240193,0.0000020218959,0.0005483628,0.000046507153,0.00003029411,0.6483764,0.06464587,0.06164169],"study_design_scores_gemma":[0.00027248377,0.000012495158,0.4678735,0.000023616338,0.000008861277,4.0405175e-7,0.000060185223,0.00004563505,0.000015893454,0.0031731836,0.52842575,0.00008797129],"about_ca_topic_score_codex":0.98342746,"about_ca_topic_score_gemma":0.9435611,"teacher_disagreement_score":0.736619,"about_ca_system_score_codex":0.0012566369,"about_ca_system_score_gemma":0.003928585,"threshold_uncertainty_score":0.93502533},"labels":[],"label_agreement":null},{"id":"W2739058652","doi":"10.1007/978-3-319-60552-4_7","title":"What Do Administrators Say?","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Saskatchewan","funders":"","keywords":"Harmonization; Divergence (linguistics); Government (linguistics); Variety (cybernetics); Business; Political science; Public administration; Accounting; Public relations; Computer science","score_opus":0.0465168776163708,"score_gpt":0.2625716672684551,"score_spread":0.2160547896520843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739058652","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":[0.0000136814315,0.00097374315,0.00001372391,0.0021473805,0.0017794798,0.00015578397,0.0000010044412,0.00012760796,0.9947876],"genre_scores_gemma":[0.00750741,0.00059496384,0.000022223137,0.001887232,0.0024386714,0.000006579797,0.000024024885,0.00004150506,0.98747736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908036,5.427441e-7,0.00020845763,0.0003107016,0.0002417072,0.00015821059],"domain_scores_gemma":[0.9989922,0.00000887889,0.00034633238,0.00049798004,0.00014566803,0.000008915979],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007108773,0.00028221766,0.000292709,0.000116627554,0.00034055018,0.0018340243,0.00031924638,0.00013489152,0.0052567855],"category_scores_gemma":[0.000012008003,0.00023792931,0.00015573573,0.000008992468,0.00010775826,0.0012745268,0.00021483812,0.00012088892,0.0045442292],"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":[0.0000054999114,0.0000040957034,0.000098965094,0.000062926934,0.000047733985,0.000009374837,0.0000043296877,2.6630863e-7,3.7885087e-7,0.86963,0.09807113,0.032065324],"study_design_scores_gemma":[0.00009933056,0.0000026903979,0.00046647247,0.00025416707,0.000040383475,6.530473e-7,0.000058053927,0.000010553321,5.467973e-7,0.09115301,0.9076307,0.00028345027],"about_ca_topic_score_codex":0.000012247341,"about_ca_topic_score_gemma":0.000085940665,"teacher_disagreement_score":0.8095596,"about_ca_system_score_codex":0.000013397022,"about_ca_system_score_gemma":0.000017199674,"threshold_uncertainty_score":0.9992022},"labels":[],"label_agreement":null},{"id":"W2750991825","doi":"10.3917/drs.096.0273","title":"Between the Law and the Case: Making Sense of Labor Inspectors’ Responses to Workplace Risks in Brazil","year":2017,"lang":"fr","type":"article","venue":"Droit et société","topic":"Regulation and Compliance Studies","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","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.0564736173152918,"score_gpt":0.37109332622932967,"score_spread":0.31461970891403784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750991825","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":[0.87339705,0.0034506067,0.000035178175,0.08747558,0.00045599035,0.0004535666,0.000021646389,0.000020382542,0.034689996],"genre_scores_gemma":[0.99054754,0.00014769452,0.000046993497,0.004399146,0.000600011,0.000021064268,0.0000014091114,0.000019941406,0.0042162132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99888134,0.00013316418,0.00031487632,0.0002340983,0.00017625157,0.00026024264],"domain_scores_gemma":[0.9981023,0.00081281894,0.0004078423,0.00052545505,0.00014004989,0.00001150588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415094,0.00017793267,0.00034970455,0.00005908177,0.0011975798,0.00064022985,0.00027540707,0.00007617194,0.000068788126],"category_scores_gemma":[0.00068605004,0.00012506751,0.000083171704,0.0002148403,0.0008858337,0.0005265016,0.00054759195,0.00023322116,0.000035253674],"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":[0.0004274447,0.000034977886,0.2354354,0.00022724409,0.00015480023,0.00015044995,0.00395826,0.00004149999,0.0000077894565,0.7394008,0.0032599492,0.016901402],"study_design_scores_gemma":[0.0018165001,0.000009815489,0.9054001,0.0005056866,0.00013967024,0.000018297249,0.008414796,0.0003360937,0.000013616986,0.020225005,0.062876545,0.00024390174],"about_ca_topic_score_codex":0.0056046285,"about_ca_topic_score_gemma":0.005574041,"teacher_disagreement_score":0.71917576,"about_ca_system_score_codex":0.000034323464,"about_ca_system_score_gemma":0.000018060708,"threshold_uncertainty_score":0.92109364},"labels":[],"label_agreement":null},{"id":"W2754747751","doi":"10.1093/bjc/azx055","title":"The Police Foundation’s Rise: Implications of Public Policing’s Dark Money","year":2017,"lang":"en","type":"article","venue":"The British Journal of Criminology","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Windsor; University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transparency (behavior); Foundation (evidence); Procurement; Language change; Political science; Misconduct; Public administration; Business; Public relations; Law; Economics; Management","score_opus":0.11118890483821815,"score_gpt":0.3144277310595469,"score_spread":0.20323882622132877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754747751","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":[0.8507024,0.00092726614,0.00072151946,0.08489942,0.0007682188,0.00014594583,0.000002034852,0.000018683744,0.061814513],"genre_scores_gemma":[0.99755234,0.0004236087,0.000033584533,0.00067406567,0.0008402733,0.000004917816,9.353534e-7,0.000008844983,0.000461454],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991422,0.000029472336,0.000396259,0.000075485805,0.00015206044,0.00020451364],"domain_scores_gemma":[0.9976367,0.0000910689,0.0011834468,0.000373244,0.0007045149,0.0000110395185],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005597279,0.00007379247,0.00017995297,0.00006713605,0.0031129892,0.0010918471,0.0009887272,0.000032036267,0.000029915385],"category_scores_gemma":[0.00046701223,0.00005253004,0.000095589756,0.000057430574,0.00059158826,0.0006728228,0.00021223795,0.00015434643,0.000023916251],"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":[0.000041111904,0.00009271554,0.02940764,0.00003887568,0.00024090479,0.000004751686,0.00026919824,0.000029655661,0.00041670082,0.3669822,0.06990388,0.5325724],"study_design_scores_gemma":[0.00033087394,0.000010320745,0.8501819,0.000032396816,0.000063629916,0.00020222545,0.00042396103,0.000042335654,0.000012131783,0.070494704,0.07814196,0.00006360891],"about_ca_topic_score_codex":0.0031461746,"about_ca_topic_score_gemma":0.0015460647,"teacher_disagreement_score":0.8207742,"about_ca_system_score_codex":0.000018291641,"about_ca_system_score_gemma":0.000039688406,"threshold_uncertainty_score":0.9999451},"labels":[],"label_agreement":null},{"id":"W2758397608","doi":"","title":"Policing in Ontario: Financial Impacts and Opportunities","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Business; Finance","score_opus":0.14095834149428293,"score_gpt":0.28336993970992314,"score_spread":0.1424115982156402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758397608","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":[0.9935036,0.000024214114,0.00009689682,0.000593189,0.00015892062,0.000116929776,7.913054e-7,0.00007865787,0.005426849],"genre_scores_gemma":[0.9940374,0.000018175022,0.0000074271634,0.0018337525,0.00017758118,6.447939e-7,0.0000066758134,0.00001555868,0.0039027757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990242,0.000027778291,0.00017017007,0.00028123753,0.00017375,0.00032286425],"domain_scores_gemma":[0.99953336,0.00002884946,0.00013563865,0.00018784669,0.00007967452,0.000034622437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497924,0.00019892606,0.00024232021,0.0005334385,0.00023060475,0.00034467032,0.0002303864,0.00007876652,0.000028098175],"category_scores_gemma":[0.000037926548,0.00021859433,0.000048315305,0.00022522849,0.00008611604,0.0024333964,0.00030538096,0.00024440463,0.000058750225],"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":[0.000035384473,0.000019691615,0.9944045,0.00004820172,0.0000074525337,0.000029745139,0.00016821368,0.000011283838,0.000039640025,0.0041646725,0.000002626581,0.001068596],"study_design_scores_gemma":[0.00072052557,0.000014428769,0.97801393,0.00016673261,0.000021071988,0.0000033718113,0.00018127235,0.000002417129,0.000012335156,0.00076895073,0.019851515,0.00024347483],"about_ca_topic_score_codex":0.0017930142,"about_ca_topic_score_gemma":0.4069694,"teacher_disagreement_score":0.40517637,"about_ca_system_score_codex":0.00011018092,"about_ca_system_score_gemma":0.000046729416,"threshold_uncertainty_score":0.89140177},"labels":[],"label_agreement":null},{"id":"W2761518382","doi":"","title":"Bill 150: The Green Energy Act: An Analysis of Green Energy Politics in Ontario","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Politics; Energy (signal processing); Political science; Law; Physics","score_opus":0.07310038451052792,"score_gpt":0.27187500933592174,"score_spread":0.19877462482539382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761518382","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":[0.9973205,0.000011202128,0.00012083332,0.00088151847,0.00017080759,0.00007040258,0.000005567103,0.00005866969,0.00136055],"genre_scores_gemma":[0.98604363,0.0000054338366,0.0000083513605,0.0013768149,0.00019657842,0.0000011999631,0.000048712627,0.000021858263,0.012297414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984765,0.00005097273,0.00030944886,0.0004185969,0.00036151154,0.0003829729],"domain_scores_gemma":[0.9986822,0.0000511651,0.00031595657,0.0006579204,0.00024919934,0.000043547767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023673137,0.00026458566,0.0004093478,0.0012649181,0.000262976,0.00022076884,0.00091174134,0.00014093959,0.00011721577],"category_scores_gemma":[0.000013688237,0.00021249901,0.00020426499,0.0015364812,0.00017989006,0.0021133802,0.00044784174,0.000349498,0.000017333587],"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":[0.000034602635,0.00008388236,0.9886296,0.000011594648,0.00020231851,0.000024966617,0.00024241167,0.00009814584,0.00016500025,0.009693522,9.2573936e-7,0.0008130517],"study_design_scores_gemma":[0.00045080614,0.000014535825,0.96917135,0.000020893109,0.0003931161,0.0000012237105,0.00026646964,0.000037654645,0.00007223372,0.0011290909,0.028177204,0.00026543223],"about_ca_topic_score_codex":0.1361338,"about_ca_topic_score_gemma":0.963696,"teacher_disagreement_score":0.8275622,"about_ca_system_score_codex":0.00010680441,"about_ca_system_score_gemma":0.000065836764,"threshold_uncertainty_score":0.8696188},"labels":[],"label_agreement":null},{"id":"W2766269217","doi":"","title":"Disclosure of Climate-related Financial Information: Time for Canada to Act","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Business; Finance; Climate change; Economics; Geology","score_opus":0.009965006596328643,"score_gpt":0.22379634304133256,"score_spread":0.2138313364450039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766269217","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":[0.5969573,0.00007146429,0.00019089736,0.013112224,0.001977323,0.0012996065,0.00012537252,0.00013753024,0.38612828],"genre_scores_gemma":[0.99629396,0.00000301164,0.00014205623,0.0018840906,0.00038170864,0.000035588055,0.000045011984,0.000008963703,0.0012055873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992207,0.0000023171635,0.0002759593,0.00010934378,0.00018284573,0.00020879797],"domain_scores_gemma":[0.9991567,0.000014044192,0.0002911843,0.00030596636,0.00021253836,0.000019539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296867,0.00011326865,0.00019116903,0.000036911057,0.0006545999,0.00025609697,0.00028989592,0.000039223527,0.0002455621],"category_scores_gemma":[0.00022951551,0.000102152124,0.00005999553,0.0000810042,0.000040144092,0.0013527696,0.00015500604,0.000052942596,0.0002992729],"study_design_candidate":"not_applicable","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":[0.00030481457,0.000059912763,0.07612894,0.0006614034,0.00010870941,0.0000036494766,0.00010422673,0.0007349231,0.00016192868,0.51655865,0.38270417,0.022468714],"study_design_scores_gemma":[0.0005665958,0.000009330605,0.24484463,0.00006347357,0.000020008627,2.2432752e-7,0.000034105145,0.00047561494,0.000041431842,0.0014925355,0.75228345,0.00016860389],"about_ca_topic_score_codex":0.05558777,"about_ca_topic_score_gemma":0.15685903,"teacher_disagreement_score":0.5150661,"about_ca_system_score_codex":0.00002924716,"about_ca_system_score_gemma":0.0000688962,"threshold_uncertainty_score":0.9507012},"labels":[],"label_agreement":null},{"id":"W2768949369","doi":"10.2139/ssrn.3005520","title":"Bad Company: Tactics, Stigma, and Shifts in the Public Approval of Environmental Activist Organizations after the BP Oil Spill","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stigma (botany); Oil spill; Business; Political science; Public relations; Psychology; Environmental protection; Psychiatry; Environmental science","score_opus":0.008675059402367725,"score_gpt":0.20542525229376676,"score_spread":0.19675019289139903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768949369","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":[0.9868441,0.0007341674,0.00063703937,0.009057595,0.00012097783,0.00008115142,0.0000011205617,0.000009418248,0.0025143793],"genre_scores_gemma":[0.99832726,0.00031997138,0.000010604216,0.0005562506,0.0005792358,0.000004907491,0.000002207521,0.000011148618,0.00018842294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989432,0.000027339896,0.00017894732,0.00011065378,0.00020987297,0.00052997854],"domain_scores_gemma":[0.9996162,0.00002733492,0.00016455211,0.00012927601,0.000056242327,0.0000064034516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059460406,0.00010238486,0.00010607855,0.00008092408,0.00042067346,0.00019380152,0.00022287855,0.000021614253,0.000087531465],"category_scores_gemma":[0.000043815842,0.000060687184,0.000029498518,0.00030624995,0.00023279115,0.00038802088,0.00008346011,0.00038401698,0.000025496995],"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":[0.00024931636,0.0005299075,0.40608546,0.000052286963,0.0003892568,0.0000051891734,0.0024304327,0.00001587745,0.00085797865,0.4877623,0.0014227463,0.10019927],"study_design_scores_gemma":[0.00086316105,0.000055974528,0.90553534,0.000025672702,0.000073828975,0.000063199586,0.011032191,0.0007462314,0.000011855186,0.050073914,0.03129434,0.00022429107],"about_ca_topic_score_codex":0.000030549993,"about_ca_topic_score_gemma":0.0009263034,"teacher_disagreement_score":0.4994499,"about_ca_system_score_codex":0.0000796438,"about_ca_system_score_gemma":0.000085735956,"threshold_uncertainty_score":0.32355228},"labels":[],"label_agreement":null},{"id":"W2770672590","doi":"10.1007/s10611-017-9741-z","title":"Fighting corruption in a time of crisis: Lessons from a radical regulatory shift experience","year":2017,"lang":"en","type":"article","venue":"Crime Law and Social Change","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Scrutiny; Agency (philosophy); Enforcement; Language change; Politics; State (computer science); Political science; Regulatory state; Corporate governance; Public administration; Business; Law; Sociology","score_opus":0.10225947142425787,"score_gpt":0.3192080793945984,"score_spread":0.21694860797034052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770672590","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":[0.98802435,0.00019089623,0.00001157828,0.0029566656,0.00013029337,0.00010614621,0.0000041087656,0.000028386865,0.008547555],"genre_scores_gemma":[0.9977666,0.0000061123565,0.000016456119,0.0012029823,0.0009095652,0.000025748406,0.0000080414775,0.0000072228486,0.000057234585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99942434,0.000007744617,0.00013709952,0.00016124576,0.0001408892,0.00012870695],"domain_scores_gemma":[0.9996673,0.000010885584,0.00016183345,0.00012266055,0.00003096793,0.000006359789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010391235,0.000083058265,0.0001850396,0.00003407235,0.0005627994,0.00016167665,0.00015152499,0.000059018475,0.00007740432],"category_scores_gemma":[0.000015925018,0.000081137034,0.00003904162,0.000036116988,0.00021267538,0.0005870802,0.00015354739,0.000053802887,0.000019009878],"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":[0.00017097344,0.0002261492,0.12885618,0.00030403087,0.00005607167,0.000018054674,0.055439383,3.1960138e-7,0.0013724299,0.79905254,0.0034197432,0.0110841235],"study_design_scores_gemma":[0.00044475522,0.000003451371,0.9793313,0.00007166032,0.00001741758,8.0621476e-8,0.0015151454,0.00018592691,0.000040637988,0.00829233,0.009961268,0.00013602387],"about_ca_topic_score_codex":0.0030119086,"about_ca_topic_score_gemma":0.00033481373,"teacher_disagreement_score":0.85047513,"about_ca_system_score_codex":0.00001009361,"about_ca_system_score_gemma":0.0000032868863,"threshold_uncertainty_score":0.4553125},"labels":[],"label_agreement":null},{"id":"W2773248602","doi":"10.29173/alr1253","title":"When Insolvency and Restructuring Law Supercedes Contract","year":2017,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insolvency; Restructuring; Statute; Bankruptcy; Counterparty; Business; Legislation; Creditor; Law; Law and economics; Economics; Finance; Debt; Credit risk; Political science","score_opus":0.03676097719925843,"score_gpt":0.27318060298425495,"score_spread":0.23641962578499653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773248602","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":[0.057354886,0.041613866,0.0000039291604,0.017665245,0.0003984117,0.00053437724,7.5404296e-7,0.000054257875,0.8823743],"genre_scores_gemma":[0.98234665,0.006223187,0.000056873276,0.010359258,0.00034058365,0.000019085772,0.0000043373407,0.000013970654,0.0006360274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931717,0.0000062220897,0.00020538007,0.00020722579,0.00010278557,0.00016123778],"domain_scores_gemma":[0.9993017,0.000035786143,0.00016583844,0.00042795014,0.000057564434,0.000011205235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012234157,0.00013774874,0.00029017124,0.000012117349,0.00077520724,0.00044701408,0.0002403151,0.000025088371,0.00026778807],"category_scores_gemma":[0.00011515758,0.0001082219,0.00006171902,0.000023048466,0.0001645533,0.0011844216,0.00019477787,0.00005970264,0.00015690869],"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":[0.0000028160036,0.000006797525,0.008821271,0.0013984683,0.000022231678,0.00000213327,0.000016738477,9.5292506e-8,0.000013683516,0.97811824,0.0019095102,0.009687991],"study_design_scores_gemma":[0.00018282175,0.0000023981675,0.07087928,0.0017204287,0.00006450592,0.0000029819255,0.000003935825,0.000022791797,0.0000040145974,0.009722797,0.9172307,0.00016330866],"about_ca_topic_score_codex":0.014873347,"about_ca_topic_score_gemma":0.01018422,"teacher_disagreement_score":0.9683955,"about_ca_system_score_codex":0.0000052327923,"about_ca_system_score_gemma":0.000002908449,"threshold_uncertainty_score":0.9916867},"labels":[],"label_agreement":null},{"id":"W2789240533","doi":"10.12735/jfe.v9n1p26","title":"The Influence of Financial Status on the Safety Performance of Regulated Companies: The Role of Enforcement","year":2018,"lang":"en","type":"article","venue":"Journal of Finance & Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Enforcement; Business; Finance; Accounting; Political science; Law","score_opus":0.010566835421934725,"score_gpt":0.20028629500647546,"score_spread":0.18971945958454073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789240533","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":[0.9945483,0.0002042124,0.000008316383,0.0005441352,0.0001913257,0.00012013569,0.000003160275,0.0000019329013,0.0043784743],"genre_scores_gemma":[0.9984437,0.0009769956,0.000026274342,0.00023599442,0.00024709772,0.0000019075544,3.4608743e-7,0.000005640703,0.00006204856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99892074,0.000010166363,0.0007226735,0.00006827001,0.00012504724,0.00015312748],"domain_scores_gemma":[0.99738544,0.00010817087,0.00179178,0.00024770183,0.00046247285,0.0000044298886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056655315,0.000097024706,0.00024920827,0.000047633803,0.00027563685,0.000029144077,0.00041583725,0.00002453094,0.000018819766],"category_scores_gemma":[0.00009128689,0.000051346087,0.00009810098,0.00015582636,0.0004084156,0.0003028125,0.000086581436,0.000103892715,0.0000057318584],"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":[0.0026229098,0.00015120057,0.088039696,0.00012375401,0.0002001863,3.344125e-7,0.0015729202,0.21207152,0.0007685053,0.63452107,0.0028115192,0.057116397],"study_design_scores_gemma":[0.00047089337,0.00018020994,0.79872876,0.00021107035,0.000028812336,0.0000012387432,0.0006143513,0.013487301,0.0018068219,0.004594259,0.17978273,0.00009356523],"about_ca_topic_score_codex":0.000039075865,"about_ca_topic_score_gemma":0.000039688126,"teacher_disagreement_score":0.71068907,"about_ca_system_score_codex":0.000032276348,"about_ca_system_score_gemma":0.00007022746,"threshold_uncertainty_score":0.21200036},"labels":[],"label_agreement":null},{"id":"W2790659743","doi":"10.20381/ruor-7679","title":"Political economy, cost and efficiency aspects of market-based regulation: The case of tradeable permits under the Clean Air Act amendments of 1990.","year":2000,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Politics; Clean Air Act; Environmental regulation; Economics; Market economy; Business; Natural resource economics; Waste management; Engineering; Political science; Ecology; Law; Air pollution; Biology","score_opus":0.006487092407219117,"score_gpt":0.1738134104097959,"score_spread":0.16732631800257677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790659743","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":[0.2821268,0.00022190649,0.000007708421,0.0032276795,0.00010417334,0.00034982222,0.00006810837,0.0000040046198,0.7138898],"genre_scores_gemma":[0.99685675,0.000016348426,0.000015520083,0.00072486605,0.000057784408,0.000008296144,0.00002832685,0.000014902061,0.0022772292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986444,0.00002827945,0.00040019557,0.0001853356,0.0005461476,0.00019565501],"domain_scores_gemma":[0.99909693,0.00021741765,0.00045515635,0.00019731032,0.000003962577,0.000029225954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026139976,0.00018597687,0.0003128247,0.000041886913,0.00021565658,0.000021634754,0.00017937688,0.000029430124,0.000092584734],"category_scores_gemma":[0.0000029919806,0.00013274193,0.00004803148,0.00011291886,0.00018803189,0.00023570501,0.000042662567,0.00008955983,2.412573e-9],"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":[0.000864723,0.00007383984,0.0033732175,0.0014417549,0.00016566888,0.000023208686,0.000080016776,0.00039525665,0.00032460425,0.9845598,0.0012347434,0.007463184],"study_design_scores_gemma":[0.0019330049,0.00011155831,0.85031694,0.0011085854,0.00043759096,0.00002136311,0.046838123,0.02406636,0.018279739,0.033315625,0.022801513,0.0007696249],"about_ca_topic_score_codex":0.0032115902,"about_ca_topic_score_gemma":0.022949085,"teacher_disagreement_score":0.9512442,"about_ca_system_score_codex":0.000007650794,"about_ca_system_score_gemma":0.0005117533,"threshold_uncertainty_score":0.99487954},"labels":[],"label_agreement":null},{"id":"W2796054363","doi":"10.2307/4065438","title":"Why Declaring Safety a Right Might Not (And Should Not) Make It Right: A Gender and Rights Analysis of the Montreal Declaration","year":2003,"lang":"en","type":"article","venue":"Health and Human Rights","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Declaration; Human rights; Political science; Right to development; Right to know; Law; Right to health","score_opus":0.0573095008920679,"score_gpt":0.2833112260441623,"score_spread":0.2260017251520944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796054363","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":[0.95854574,0.00082067476,0.0005259589,0.0031926387,0.00018849332,0.00065396953,0.000010361204,0.000060018057,0.03600212],"genre_scores_gemma":[0.99408525,0.00003805482,0.00009288038,0.0048746234,0.00012705433,0.000013289251,0.000018947027,0.000010051806,0.00073986716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983998,0.000054866225,0.0005058109,0.00041482504,0.0003108787,0.0003138151],"domain_scores_gemma":[0.99917215,0.000046452362,0.00033560136,0.00027127052,0.00011340645,0.000061096296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00033272064,0.00023782218,0.00046971123,0.0003193943,0.0022185931,0.00016994675,0.00010065349,0.00008686852,0.00015614206],"category_scores_gemma":[0.000008649556,0.00014492216,0.00009947536,0.00042932451,0.00017932762,0.0003154789,0.00007265781,0.00013983596,0.000003298659],"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":[0.000115619434,0.00010563066,0.03521519,0.0003881435,0.000519,0.000005577236,0.0012808531,0.000044477118,0.000030991978,0.95579326,0.006104073,0.00039715253],"study_design_scores_gemma":[0.0011547058,0.000021067348,0.623815,0.00007242288,0.00045427142,0.0000042755432,0.00009268325,0.0020761269,0.000059387,0.04148771,0.3304522,0.00031013903],"about_ca_topic_score_codex":0.0024571004,"about_ca_topic_score_gemma":0.040753946,"teacher_disagreement_score":0.91430557,"about_ca_system_score_codex":0.000028982475,"about_ca_system_score_gemma":0.000018379336,"threshold_uncertainty_score":0.99908036},"labels":[],"label_agreement":null},{"id":"W2796908269","doi":"10.5539/ijef.v10n5p145","title":"The Role of the Forensic Accountant in the Detection of Tax Fraud in Financial Statements: A Survey Study in the Jordanian Accounting and Auditing Offices and Firms","year":2018,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Forensic accounting; Audit; Accounting; Business; Financial fraud","score_opus":0.017668932143957015,"score_gpt":0.25386754203960415,"score_spread":0.23619860989564714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796908269","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":[0.9985715,0.00033641318,0.000008031655,0.00060847984,0.0001893036,0.00012940829,0.0000035699181,3.2762202e-7,0.00015294486],"genre_scores_gemma":[0.99922025,0.0004435901,0.0000068282516,0.00014748373,0.00017245892,0.0000038249077,2.5518835e-7,0.000002694165,0.0000025894913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993073,0.000028196562,0.00041570052,0.00007674621,0.000092926624,0.000079150894],"domain_scores_gemma":[0.9989732,0.0001466543,0.0006698885,0.000060660986,0.0001482136,0.0000013637216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015609214,0.00006237095,0.000117925316,0.00008086546,0.000118351956,0.00014135608,0.000252174,0.000014531424,6.0072847e-7],"category_scores_gemma":[0.00014975869,0.000033206703,0.00001916842,0.00011905206,0.000109931316,0.0004267361,0.00009781653,0.00009667131,1.1285675e-7],"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":[0.00015752342,0.00006596886,0.94626683,0.00000709008,0.000022207421,0.0000011909432,0.0018203257,0.00030054542,0.000029843191,0.005446242,0.000017671364,0.045864582],"study_design_scores_gemma":[0.0004783304,0.00002631606,0.9807854,0.00005929057,0.000004105371,0.0000032723276,0.0038763878,0.005904859,0.000011241459,0.0067205625,0.002094211,0.00003599188],"about_ca_topic_score_codex":0.0009609097,"about_ca_topic_score_gemma":0.03133567,"teacher_disagreement_score":0.04582859,"about_ca_system_score_codex":0.00001585874,"about_ca_system_score_gemma":0.000015782314,"threshold_uncertainty_score":0.9863399},"labels":[],"label_agreement":null},{"id":"W2797154855","doi":"10.1177/1035304618769772","title":"Using tickets in employment standards inspections: Deterrence as effective enforcement in Ontario, Canada?","year":2018,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"Toronto Metropolitan University; Women's and Gender Studies et Recherches Féministes; York University","funders":"","keywords":"Enforcement; Deterrence theory; Deterrence (psychology); Business; Context (archaeology); Government (linguistics); Law enforcement; Economics; Political science; Law; Law and economics","score_opus":0.0270191173382208,"score_gpt":0.27762423402990605,"score_spread":0.2506051166916852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797154855","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":[0.93907464,0.00712525,0.000106237894,0.0012564232,0.00030198507,0.0009786449,0.0000029379892,0.000015285323,0.05113863],"genre_scores_gemma":[0.9969029,0.0006640156,0.000024413937,0.0012571866,0.00008515198,0.00005922824,0.0000025847178,0.0000055634314,0.0009989876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993676,0.000017818515,0.00027284565,0.00014539594,0.000072044626,0.00012428049],"domain_scores_gemma":[0.9996765,0.000028701807,0.00011783666,0.00012331149,0.00004669521,0.000006916392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037768533,0.00009433769,0.00017559863,0.00006695085,0.00021510257,0.000049008057,0.00007153384,0.0000147711635,0.0015016539],"category_scores_gemma":[0.000034746008,0.00007373277,0.000020214276,0.00014121043,0.000059851176,0.00025323714,0.00006508849,0.00008685496,0.00007283561],"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":[0.000063975225,0.000059201167,0.45030293,0.0005412376,0.00013942104,0.000006553813,0.0011207121,0.006140248,0.000004282683,0.48774615,0.009311324,0.044563964],"study_design_scores_gemma":[0.00037858138,0.000010360593,0.5128372,0.0013701556,0.000038716895,0.0000031530724,0.00018710784,0.0034126912,0.0000011591837,0.005259386,0.47632968,0.00017181662],"about_ca_topic_score_codex":0.8117027,"about_ca_topic_score_gemma":0.98221016,"teacher_disagreement_score":0.48248675,"about_ca_system_score_codex":0.0010000434,"about_ca_system_score_gemma":0.00026892932,"threshold_uncertainty_score":0.9994111},"labels":[],"label_agreement":null},{"id":"W2801160675","doi":"10.3390/laws7020016","title":"Off to the Courts? Or the Agency? Public Attitudes on Bureaucratic and Legal Approaches to Policy Enforcement","year":2018,"lang":"en","type":"article","venue":"Laws","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Campbell Institute; McMaster University; Syracuse University","keywords":"Bureaucracy; Public administration; Agency (philosophy); Government (linguistics); Political science; Politics; Public policy; Enforcement; Vignette; Public relations; Law; Sociology","score_opus":0.18891390569524566,"score_gpt":0.29745207749586844,"score_spread":0.10853817180062278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801160675","genre_codex":"commentary","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":[0.19562446,0.000120321834,0.0010027344,0.41733545,0.0005498061,0.0014829399,0.0000024791857,0.00013636678,0.38374543],"genre_scores_gemma":[0.967063,0.0000055555925,0.000059118644,0.018907623,0.001994517,0.0000851235,0.0000018525117,0.000009589454,0.011873608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992908,0.000009281709,0.00012434769,0.00017375805,0.00019675634,0.00020501466],"domain_scores_gemma":[0.99959546,0.000024724826,0.000048836824,0.0002614952,0.000054467582,0.000015011078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020877222,0.00011605098,0.00009948475,0.00008883258,0.0005701956,0.00054085295,0.00023743977,0.000015670961,0.0001538211],"category_scores_gemma":[0.000080005724,0.000049524766,0.000026284946,0.00039842463,0.000085644904,0.00021889512,0.00021724607,0.000042493815,0.00041167435],"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":[0.000038917187,0.000034469682,0.0012377278,0.0000243673,0.000033325894,7.5201467e-7,0.00044810836,0.00007039407,0.000012222639,0.9156272,0.04492597,0.03754654],"study_design_scores_gemma":[0.00011163147,0.000036421465,0.037725903,0.000018307557,0.0000116246465,7.749037e-7,0.00031669548,0.00074307906,0.000008814174,0.001392603,0.95953554,0.00009859147],"about_ca_topic_score_codex":0.00028996257,"about_ca_topic_score_gemma":0.0011759625,"teacher_disagreement_score":0.9146096,"about_ca_system_score_codex":0.00001678096,"about_ca_system_score_gemma":0.000015257575,"threshold_uncertainty_score":0.52913785},"labels":[],"label_agreement":null},{"id":"W2865568397","doi":"10.5465/ambpp.2018.14303abstract","title":"Social Activism and Corporate Nonmarket Performance: Evidence from Nuclear Power Generation","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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":"Nonmarket forces; Legislature; Stakeholder; Ideology; Mobilization; Politics; Social movement; Political economy; Power (physics); Political science; Public relations; Public administration; Economics; Market economy; Law","score_opus":0.0792625377679677,"score_gpt":0.2680129563328502,"score_spread":0.1887504185648825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2865568397","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":[0.959547,0.000050821225,0.000030117568,0.003601083,0.00008516839,0.00022783257,4.445444e-7,0.00007426009,0.03638328],"genre_scores_gemma":[0.9960752,0.0001522923,0.00034871872,0.0017604923,0.001100205,0.000013441035,0.0000017833821,0.000018184453,0.00052966736],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989847,0.0000021961894,0.00023018138,0.00031185235,0.0002889741,0.00018207406],"domain_scores_gemma":[0.9994316,0.000007072516,0.00040427645,0.000037909344,0.00011022865,0.000008900024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734897,0.00015236561,0.00017006979,0.00014179086,0.0003690618,0.00017915905,0.00019385511,0.0000641678,0.00018060885],"category_scores_gemma":[0.000015134717,0.00014588924,0.00003221077,0.0002833936,0.0001813434,0.0020853379,0.0003211232,0.00009048965,0.000098668876],"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":[0.0006489415,0.00014083322,0.116620824,0.0010524421,0.0004954012,0.0000012354848,0.002170298,0.0000027558983,0.025695868,0.31569093,0.4383611,0.09911935],"study_design_scores_gemma":[0.0005047181,0.000028024502,0.89912266,0.00018786095,0.000105049534,3.3805188e-7,0.0005615948,0.0058924714,0.0004590027,0.0035178268,0.089327514,0.00029292953],"about_ca_topic_score_codex":0.000008120509,"about_ca_topic_score_gemma":3.1125782e-7,"teacher_disagreement_score":0.7825019,"about_ca_system_score_codex":0.00001539042,"about_ca_system_score_gemma":0.000001514059,"threshold_uncertainty_score":0.5949191},"labels":[],"label_agreement":null},{"id":"W2876964450","doi":"10.5465/ambpp.2018.15209abstract","title":"The Emergence of Hybrid Collective Action","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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":"Collective action; Action (physics); Salient; Process (computing); Normative; Stakeholder; Voluntary action; Business; Product (mathematics); Industrial organization; Law and economics; Economics; Public relations; Political science; Computer science; Agency (philosophy); Sociology; Politics; Law","score_opus":0.04619774391719629,"score_gpt":0.2849621810459096,"score_spread":0.2387644371287133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2876964450","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":[0.50722367,0.00014751934,0.00026296228,0.0054148533,0.00034303166,0.00063675194,6.600624e-7,0.00009490559,0.48587564],"genre_scores_gemma":[0.9948853,0.00015090467,0.00012321907,0.00041567988,0.0003966827,0.000030936742,3.814723e-7,0.000009358028,0.0039874925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990668,0.0000015008966,0.0002809309,0.00018340266,0.0002950288,0.00017228124],"domain_scores_gemma":[0.99932057,0.0000132113855,0.00039403528,0.000048210153,0.00021899128,0.0000049927985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003091945,0.00010508707,0.00013129385,0.00013349854,0.0003475302,0.000047547717,0.00031158986,0.000018993782,0.00007997815],"category_scores_gemma":[0.000033042274,0.00007976825,0.00005376673,0.00058660185,0.00024444005,0.00060822046,0.00023535176,0.00006301115,0.00004919164],"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":[0.00021345605,0.00006878706,0.011725135,0.0006219991,0.00027788468,2.0061316e-7,0.00016675204,0.00000815955,0.0014668253,0.55254763,0.38052788,0.0523753],"study_design_scores_gemma":[0.0007005192,0.00004996772,0.27618146,0.00017644552,0.00017297703,9.726308e-7,0.0048362906,0.0023976834,0.012787756,0.08336686,0.6190121,0.00031694717],"about_ca_topic_score_codex":0.0000074232767,"about_ca_topic_score_gemma":0.000001075553,"teacher_disagreement_score":0.48766166,"about_ca_system_score_codex":0.000012073819,"about_ca_system_score_gemma":0.000002707757,"threshold_uncertainty_score":0.3252855},"labels":[],"label_agreement":null},{"id":"W2885503885","doi":"","title":"Robert A. Kagan: Man of Style","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Style (visual arts); Philosophy; Art; Psychology; Psychoanalysis; Literature","score_opus":0.013884314749077706,"score_gpt":0.22475525351762657,"score_spread":0.21087093876854887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885503885","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":[0.52447695,0.00040133865,0.0001577011,0.0035043356,0.00048299317,0.00040617728,0.0000014827251,0.00019533996,0.47037366],"genre_scores_gemma":[0.9887101,0.0000069048874,0.0002942434,0.002812003,0.00057109044,0.00003313702,0.000008148486,0.000017226947,0.0075471457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916846,0.0000055663872,0.00023323705,0.00018498828,0.0002011878,0.00020654048],"domain_scores_gemma":[0.9993845,0.000013904162,0.00013947177,0.00026656533,0.00017941839,0.000016138401],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008456895,0.00012814978,0.00019090103,0.000061134386,0.0001527087,0.00016892228,0.00020278108,0.000037204394,0.0030573595],"category_scores_gemma":[0.00003058777,0.00011237765,0.00007576559,0.00022237656,0.00007601106,0.0009045883,0.00013873735,0.00007566502,0.0038304054],"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":[0.000026240908,0.00018668699,0.08283495,0.0003439399,0.00011881526,0.0000045174897,0.0000717179,0.00014937398,0.002995168,0.635693,0.26630133,0.011274255],"study_design_scores_gemma":[0.0006775261,0.000011940168,0.23846805,0.00008263733,0.000030220566,9.250423e-7,0.00030983548,0.0009812437,0.0003371753,0.016425895,0.74233776,0.00033678568],"about_ca_topic_score_codex":0.0021356854,"about_ca_topic_score_gemma":0.0003563676,"teacher_disagreement_score":0.6192671,"about_ca_system_score_codex":0.000011525229,"about_ca_system_score_gemma":0.000005652232,"threshold_uncertainty_score":0.997854},"labels":[],"label_agreement":null},{"id":"W2887563877","doi":"10.1177/1748895818794225","title":"Police foundation governance and accountability: Corporate interlocks and private, nonprofit influence on public police","year":2018,"lang":"en","type":"article","venue":"Criminology & Criminal Justice","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":8,"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; University of Windsor; University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Accountability; Corporate governance; Vetting; Public relations; Voting; Public administration; Dismissal; Procurement; Business; Political science; Politics; Law","score_opus":0.11133244898027511,"score_gpt":0.3014800991439901,"score_spread":0.190147650163715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887563877","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":[0.9900109,0.000064269436,0.00026208308,0.0014299364,0.00043868407,0.00023912844,0.0000026711393,0.00012645405,0.007425879],"genre_scores_gemma":[0.9897622,0.000060937546,0.00021494915,0.008749352,0.00097570365,0.000030188494,0.000008960112,0.000022903103,0.00017480868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984179,0.000023795697,0.00033264246,0.0005813644,0.00020738394,0.00043691316],"domain_scores_gemma":[0.9985444,0.00011265794,0.00043033503,0.0003482301,0.0005300093,0.000034378874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020826596,0.0002887384,0.00027880605,0.00017111887,0.0005900759,0.0003777326,0.00027429182,0.000116758216,0.00007135579],"category_scores_gemma":[0.0002118646,0.00027487194,0.000029916335,0.00025323455,0.0010328934,0.0014000008,0.00039935586,0.00019885664,0.00030070657],"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":[0.0010446353,0.0003165413,0.09980838,0.0030371442,0.0001603321,0.000009674187,0.00962151,0.000013043721,0.003929123,0.76144004,0.003066684,0.11755287],"study_design_scores_gemma":[0.00086788856,0.0002017396,0.9622619,0.00014179035,0.0007357764,0.00004266029,0.0076061906,0.0015645823,0.00019608345,0.0037284556,0.022092603,0.0005603243],"about_ca_topic_score_codex":0.0039556855,"about_ca_topic_score_gemma":0.0011916346,"teacher_disagreement_score":0.8624535,"about_ca_system_score_codex":0.000054594002,"about_ca_system_score_gemma":0.00002618889,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2888161183","doi":"","title":"Understanding the Regulation Making Process","year":2002,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Business; Process management; Computer science","score_opus":0.1756000907551168,"score_gpt":0.2750698390598843,"score_spread":0.09946974830476751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888161183","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":[0.0024009023,0.14253563,0.0011053613,0.1671667,0.0012505827,0.002648855,0.000008634684,0.00024406817,0.6826393],"genre_scores_gemma":[0.94846976,0.0021367506,0.000013119106,0.048421822,0.0004384062,0.000045686913,0.00001336688,0.000015437232,0.0004456514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921775,0.0000095407695,0.00020090588,0.00016849826,0.0001608721,0.00024244515],"domain_scores_gemma":[0.99960536,0.000011451426,0.000118054464,0.00020156235,0.000045126333,0.000018447956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016582954,0.00012148229,0.00014960968,0.00008339143,0.0004959861,0.00013881117,0.00018686272,0.00001730001,0.0036328388],"category_scores_gemma":[0.000022362294,0.000089955676,0.00005921227,0.00046174237,0.00005182513,0.00047426778,0.000020692327,0.00006817571,0.0005556623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021063217,0.000014103635,0.016418997,0.0023385156,0.000066154535,0.000009471776,0.00013075257,0.000109302775,0.0000017908105,0.04141704,0.89663845,0.04285334],"study_design_scores_gemma":[0.00013301647,0.0000026680768,0.007328694,0.0023097117,0.00009878577,0.0000055737933,0.0006998014,0.004001547,2.6876387e-7,0.0074358536,0.9777303,0.00025378994],"about_ca_topic_score_codex":0.0023636338,"about_ca_topic_score_gemma":0.027471121,"teacher_disagreement_score":0.9460689,"about_ca_system_score_codex":0.00019410872,"about_ca_system_score_gemma":0.000014203761,"threshold_uncertainty_score":0.997278},"labels":[],"label_agreement":null},{"id":"W2888646396","doi":"10.5465/amr.2018.0016","title":"Going Public: Debating Matters of Concern As an Imperative for Management Scholars","year":2018,"lang":"en","type":"article","venue":"Academy of Management Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; McGill University","funders":"","keywords":"Transparency (behavior); Corporate governance; Political science; Management; Sociology; Law; Public relations; Economics","score_opus":0.07961107633811346,"score_gpt":0.35096038897190873,"score_spread":0.27134931263379525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888646396","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":[0.082005985,0.06424832,0.01798617,0.14816616,0.0014172939,0.022111496,0.000026289728,0.0008622778,0.663176],"genre_scores_gemma":[0.8350159,0.032611184,0.016877243,0.10899955,0.0011982681,0.00084175117,0.000068559544,0.00012651714,0.004261041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981395,0.000026445985,0.0007249817,0.00040661945,0.00038284573,0.00031963087],"domain_scores_gemma":[0.9988124,0.000030626554,0.0007078084,0.00023378048,0.00019619984,0.000019203255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009749366,0.00023783953,0.0004916861,0.00022680256,0.00024166326,0.000097424185,0.0005380866,0.0000420054,0.00029401138],"category_scores_gemma":[0.000046016183,0.00021301117,0.00016011026,0.0005651006,0.00017644712,0.0013491531,0.00040535728,0.00008495194,0.00014258278],"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":[0.000037933016,0.00009884706,0.0017991606,0.021491487,0.0005502951,0.0000015002738,0.00005321776,0.000005113523,0.00005922558,0.61184853,0.05294951,0.3111052],"study_design_scores_gemma":[0.00078223925,0.000043022224,0.0061584525,0.0044420003,0.00040591683,8.2400067e-7,0.00049107854,0.000407945,0.000090288806,0.00732576,0.97952896,0.00032352735],"about_ca_topic_score_codex":0.000010540752,"about_ca_topic_score_gemma":0.0000021882925,"teacher_disagreement_score":0.9265794,"about_ca_system_score_codex":0.000027385502,"about_ca_system_score_gemma":0.0000041478756,"threshold_uncertainty_score":0.86863434},"labels":[],"label_agreement":null},{"id":"W2890425995","doi":"","title":"A Look at Model Uncertainty in the Evaluation of Commodity Contingent Claims: A Practitioner's Guide","year":2013,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Commodity; Economics; Actuarial science; Microeconomics; Financial economics; Finance","score_opus":0.016672629254752727,"score_gpt":0.20745874961112004,"score_spread":0.19078612035636733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890425995","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":[0.46658498,0.00039100455,0.000012103361,0.0028718435,0.00022940656,0.000719207,0.00007313281,0.000006854205,0.5291115],"genre_scores_gemma":[0.9912902,0.000074186726,0.00005958841,0.0013302828,0.000093935574,0.00008122319,0.00025732248,0.000015151686,0.0067981053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99684054,0.000051718554,0.00044706403,0.00021593377,0.0022671511,0.00017758798],"domain_scores_gemma":[0.99897724,0.00012338025,0.00066295714,0.00020983128,0.000009878029,0.000016688487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007516907,0.00020060566,0.0002960238,0.000046253288,0.00020007887,0.00004505388,0.00023867332,0.00003689752,0.00007455401],"category_scores_gemma":[0.0000143223715,0.00016149704,0.000041751933,0.000108289794,0.000049760514,0.0005340843,0.00008786601,0.00012671968,1.1481562e-8],"study_design_candidate":"simulation_or_modeling","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":[0.0025498087,0.00044288868,0.050396822,0.0051248767,0.0007156589,0.000026797048,0.0018578009,0.086285174,0.007156259,0.65437466,0.14755018,0.043519072],"study_design_scores_gemma":[0.0014505767,0.00002154005,0.30834553,0.0008244489,0.00031878092,0.0000012918086,0.023935253,0.5992555,0.0014260779,0.023527691,0.040255424,0.00063787],"about_ca_topic_score_codex":0.011746624,"about_ca_topic_score_gemma":0.27847934,"teacher_disagreement_score":0.630847,"about_ca_system_score_codex":0.000022132772,"about_ca_system_score_gemma":0.0007891501,"threshold_uncertainty_score":0.99483424},"labels":[],"label_agreement":null},{"id":"W2891584491","doi":"10.1111/rego.12215","title":"Between regulatory field structuring and organizational roles: Intermediation in the field of sustainable urban development","year":2018,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance 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":false,"ca_institutions":"Concordia University","funders":"","keywords":"Intermediation; Problematization; Marketization; Economic system; Decentralization; Field (mathematics); Corporate governance; Political science; Intermediary; Public administration; Industrial organization; Economic geography; Business; Economics; Marketing; Management; Law","score_opus":0.007060769468904535,"score_gpt":0.21649263765169016,"score_spread":0.20943186818278564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891584491","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":[0.9918836,0.000084653526,0.0020922015,0.0019225611,0.000074255906,0.0001783098,4.448173e-7,0.000020015621,0.0037439838],"genre_scores_gemma":[0.99820685,0.0000040163904,0.00017061137,0.0006041753,0.00064559624,0.0000070010906,0.000008426894,0.000006829741,0.00034646894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999227,0.000007690588,0.00025044853,0.00014635325,0.00024535466,0.00012315344],"domain_scores_gemma":[0.99929655,0.00007693652,0.00031395358,0.00012841249,0.00017980984,0.0000043286386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019390891,0.00008591535,0.00010847238,0.000063859654,0.0001527516,0.000061624894,0.00012756545,0.000040878196,0.00007995565],"category_scores_gemma":[0.00020196779,0.000071520124,0.000014865258,0.0003252856,0.00005090711,0.00047528214,0.00008453948,0.00004885721,0.0000059889367],"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":[0.000027160213,0.0000140562925,0.78560764,0.00011333396,0.000014522989,6.7901755e-7,0.001293999,0.00004868004,0.000102435435,0.19700725,0.005059959,0.010710256],"study_design_scores_gemma":[0.0002089425,0.0000085737975,0.9725846,0.000051642946,0.000005926042,2.8385202e-7,0.00043395915,0.00041559053,0.00096079626,0.0044217375,0.020824322,0.00008363421],"about_ca_topic_score_codex":0.000043815468,"about_ca_topic_score_gemma":0.000086056396,"teacher_disagreement_score":0.19258553,"about_ca_system_score_codex":0.00003344378,"about_ca_system_score_gemma":0.00002120206,"threshold_uncertainty_score":0.2916506},"labels":[],"label_agreement":null},{"id":"W2893927247","doi":"10.1111/rego.12217","title":"Opaque transparency: How material affordances shape intermediary work","year":2018,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":19,"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 Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; U.S. Department of Energy","keywords":"Transparency (behavior); Affordance; Mandate; Legislation; Work (physics); Business; Legitimacy; Public relations; Hydraulic fracturing; Meaning (existential); Accounting; Political science; Law; Engineering; Psychology","score_opus":0.018912738452700896,"score_gpt":0.21571859341426006,"score_spread":0.19680585496155917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893927247","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":[0.9172464,0.00035483993,0.008011744,0.015196205,0.004763234,0.00053765194,0.00001748695,0.0004919281,0.053380497],"genre_scores_gemma":[0.9921461,0.000028508126,0.0004342756,0.0006448309,0.0043885647,0.000028349286,0.000025906236,0.000022392522,0.0022811238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988822,0.000006790473,0.00022721966,0.0003119521,0.00032215565,0.0002497259],"domain_scores_gemma":[0.9991663,0.000012671761,0.0004184128,0.00023044813,0.00016074629,0.000011387602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011137616,0.00018685374,0.00019675535,0.00004650102,0.0002485999,0.0002899407,0.00023734776,0.000054920147,0.0011798694],"category_scores_gemma":[0.00004086546,0.00017155426,0.00007047856,0.0004181442,0.000201514,0.0012587279,0.00006839328,0.00005355781,0.00030076437],"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":[0.00095575646,0.00017883879,0.16714925,0.00042336917,0.00014323008,0.000012049766,0.00073372264,0.00022166649,0.0047406363,0.33165592,0.19429177,0.2994938],"study_design_scores_gemma":[0.00031866308,0.000010811791,0.77338535,0.00015271566,0.000015758167,8.518475e-7,0.000040361694,0.0028665997,0.00041340027,0.0046366653,0.21791597,0.00024284763],"about_ca_topic_score_codex":0.00002445422,"about_ca_topic_score_gemma":0.00009446673,"teacher_disagreement_score":0.6062361,"about_ca_system_score_codex":0.000037239253,"about_ca_system_score_gemma":0.00001308454,"threshold_uncertainty_score":0.9997332},"labels":[],"label_agreement":null},{"id":"W2896231992","doi":"10.1007/s10612-018-9417-8","title":"The Profits of Recognition: A Praxeological Approach to Corporate Crime","year":2018,"lang":"en","type":"article","venue":"Critical Criminology","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Praxeology; Sociology; Scholarship; Subjectivity; Corporate crime; Law and economics; Criminology; Epistemology; Law; Economics; Political science; Neoclassical economics","score_opus":0.3053439990762753,"score_gpt":0.3186118356176061,"score_spread":0.01326783654133079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896231992","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":[0.448849,0.00022540418,0.010389352,0.025296662,0.0013935011,0.0006839619,0.0000040022555,0.00023874042,0.5129194],"genre_scores_gemma":[0.9939458,0.0000024702447,0.001438031,0.0033898496,0.00089536933,0.00006675472,0.0000048479947,0.00000827418,0.0002486053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99906254,0.000022984155,0.00024773856,0.00024172686,0.00012566069,0.0002993515],"domain_scores_gemma":[0.9989187,0.00013377129,0.000079049365,0.00019467932,0.0006580135,0.00001576574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018752753,0.000108484506,0.00018146812,0.000065807086,0.00033506748,0.00006422863,0.00022400983,0.00006939014,0.00012517805],"category_scores_gemma":[0.0010713122,0.00007171342,0.000045127545,0.00019326115,0.0011298085,0.0001421047,0.00021413452,0.0000886303,0.00083543715],"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":[0.00010993239,0.00010588822,0.0009143612,0.00007090782,0.000014087419,0.0000019780146,0.00004637915,3.705081e-7,0.00028316735,0.97129506,0.013414538,0.013743353],"study_design_scores_gemma":[0.0006261385,0.00031469553,0.22724046,0.00005045396,0.00014339165,0.000026062393,0.0014774298,0.0013045518,0.0009480001,0.65506387,0.11232892,0.00047604958],"about_ca_topic_score_codex":0.0000096148715,"about_ca_topic_score_gemma":0.0000027812544,"teacher_disagreement_score":0.5450968,"about_ca_system_score_codex":0.000006722299,"about_ca_system_score_gemma":0.000011430763,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W2897701788","doi":"10.1007/978-981-15-0259-0_3","title":"To Reward or Not to Reward: A Cross-Jurisdictional Comparison of the Reasons Why Securities Regulators Have Adopted or Rejected Policies to Pay Whistleblowers","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","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":"University of New Brunswick","funders":"","keywords":"Opposition (politics); Determinative; Commission; Empirical evidence; Politics; Empirical research; Accounting; Business; Law and economics; Finance; Public economics; Economics; Political science; Law","score_opus":0.055057462133299644,"score_gpt":0.3068829318649521,"score_spread":0.25182546973165243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897701788","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":[0.011686333,0.0001331568,0.00087667676,0.10890105,0.0032091867,0.0043308684,0.00042329024,0.0010457003,0.86939377],"genre_scores_gemma":[0.20278841,0.000017660315,0.0008391117,0.0283825,0.001943322,0.0001150568,0.00008096924,0.000166638,0.7656663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660856,0.000016151445,0.0010263597,0.0007945827,0.001095223,0.00045915504],"domain_scores_gemma":[0.9974545,0.000118853124,0.00054801407,0.00077833637,0.0010005618,0.00009969358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018171707,0.0006821734,0.001057738,0.0005487682,0.00060404534,0.00043581412,0.0007691452,0.00024963368,0.0017641023],"category_scores_gemma":[0.0004196814,0.0004142302,0.00036836814,0.0006506281,0.0002525435,0.00028407318,0.0010154352,0.0003498503,0.00032887276],"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":[0.002201376,0.000050988656,0.003810805,0.00034559207,0.00032636127,0.0000059773597,0.001892789,0.00050825195,0.000045984325,0.0765605,0.91334987,0.00090151],"study_design_scores_gemma":[0.00040254786,0.00010032018,0.03215349,0.00085550733,0.00014642563,0.0000022687666,0.0014175271,0.00009581246,0.00007574238,0.00094503094,0.96309406,0.0007112713],"about_ca_topic_score_codex":0.0006361853,"about_ca_topic_score_gemma":0.004002051,"teacher_disagreement_score":0.19110207,"about_ca_system_score_codex":0.00016082462,"about_ca_system_score_gemma":0.00014434685,"threshold_uncertainty_score":0.99983096},"labels":[],"label_agreement":null},{"id":"W2904837452","doi":"10.4324/9781315563923-8","title":"Reflections on the Long and Winding Road of Regulation","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Transport engineering; Business; Engineering","score_opus":0.10448162781544078,"score_gpt":0.3072956280601381,"score_spread":0.2028140002446973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904837452","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":[0.00030529773,0.000059939324,0.00010314253,0.0018575753,0.00018615632,0.00016037883,5.8482175e-7,0.000033585988,0.99729335],"genre_scores_gemma":[0.37615582,0.000033335007,0.000016735294,0.00029532748,0.0005718081,0.0000039650886,0.000006570884,0.000015844467,0.6229006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947697,0.0000013660058,0.00015147598,0.00015318862,0.0001489532,0.00006807551],"domain_scores_gemma":[0.9992666,0.000021394686,0.00034191314,0.00026681105,0.000100517274,0.0000027501894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110622364,0.00012936711,0.00015399844,0.000119068936,0.00050129165,0.00014411422,0.00010295443,0.000062622756,0.00050643133],"category_scores_gemma":[0.000025141851,0.000085865286,0.00005757404,0.000014265013,0.00010460647,0.00020643591,0.000091102884,0.00008335933,0.00008461541],"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":[0.000006686566,0.000002651324,0.0001778381,0.00003381926,0.000035167894,2.771284e-7,0.000013130562,0.000006948693,0.000011541973,0.98472595,0.004779482,0.0102065],"study_design_scores_gemma":[0.0002487788,0.000014534973,0.1402849,0.0006981175,0.00014227921,0.0000015489909,0.00008974744,0.0005609378,0.000018064811,0.29926684,0.55828184,0.0003924383],"about_ca_topic_score_codex":0.000044058866,"about_ca_topic_score_gemma":0.00015309876,"teacher_disagreement_score":0.68545914,"about_ca_system_score_codex":0.000010117581,"about_ca_system_score_gemma":0.0000043155533,"threshold_uncertainty_score":0.5545068},"labels":[],"label_agreement":null},{"id":"W2905911133","doi":"10.7287/peerj.preprints.27372v1","title":"Effectiveness of the national pollutant release inventory as a policy tool to curb atmospheric industrial emissions in Canada","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Greenhouse gas; Business; Legislation; Government (linguistics); Agency (philosophy); Clean Air Act; Emissions trading; Environmental planning; Climate change; Environmental resource management; Air quality index; Pollutant; Environmental protection; Natural resource economics; Environmental science; Air pollution; Political science; Economics","score_opus":0.034484897344335616,"score_gpt":0.2679386234870378,"score_spread":0.23345372614270216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905911133","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":[0.96178687,0.000028416147,0.000028102195,0.0032479286,0.0010938249,0.0009087576,0.000015235777,0.000025162844,0.03286573],"genre_scores_gemma":[0.9963153,0.0000024998285,0.000031325464,0.0016891933,0.0010589449,0.000088222114,0.0000069790863,0.000015799775,0.00079175667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985088,0.00004794218,0.0003641229,0.0003113021,0.00056228915,0.00020553175],"domain_scores_gemma":[0.9991148,0.000055447123,0.00026446284,0.00024335823,0.00030432473,0.000017592392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032929776,0.0002081674,0.00030778386,0.0000684392,0.00012683301,0.000059890044,0.00040895696,0.000095593976,0.00026631614],"category_scores_gemma":[0.0009782591,0.00015138852,0.000095713076,0.0008329152,0.000052653002,0.000106579304,0.0011584979,0.00023359554,0.000024891735],"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":[0.001139892,0.0004136416,0.64914906,0.0021541645,0.00049390807,0.000012098099,0.0002473047,0.043002784,0.00055157015,0.10604201,0.18121223,0.015581331],"study_design_scores_gemma":[0.0011995154,0.000010246618,0.9138451,0.0017455424,0.00004111113,8.9238716e-7,0.00025701872,0.0061596404,0.00012680423,0.024844784,0.05118303,0.0005863125],"about_ca_topic_score_codex":0.8277628,"about_ca_topic_score_gemma":0.33782116,"teacher_disagreement_score":0.48994166,"about_ca_system_score_codex":0.0008143042,"about_ca_system_score_gemma":0.0031788412,"threshold_uncertainty_score":0.67426187},"labels":[],"label_agreement":null},{"id":"W2907102412","doi":"10.4324/9781315267777-4","title":"The Montreal compliance system","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Compliance (psychology); Psychology; Social psychology","score_opus":0.05808589055518972,"score_gpt":0.24334192785992242,"score_spread":0.1852560373047327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907102412","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":[0.00000146944,0.0006808404,0.000084790874,0.0012284773,0.0009031971,0.00022518287,0.0000018713826,0.00019647765,0.9966777],"genre_scores_gemma":[0.0180057,0.00007288068,0.000012149484,0.00032875064,0.0021124172,0.0000140647135,0.000009929202,0.000033704582,0.9794104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990992,0.0000010219283,0.0002228927,0.00024772552,0.0002465424,0.00018262122],"domain_scores_gemma":[0.99868405,0.000025781848,0.000440891,0.00064124836,0.00020203576,0.0000059794174],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011232301,0.00024484057,0.00026482047,0.000041754174,0.0013486651,0.0007557856,0.00052487245,0.00008087851,0.00014800708],"category_scores_gemma":[0.000010443551,0.00015155094,0.00013728409,0.0000073987644,0.0001545269,0.00022544611,0.00025238292,0.000119786055,0.0036797014],"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":[0.000007614535,0.0000012108895,0.000032552587,0.00010273407,0.000045619116,0.0000044648255,0.0000017147291,0.0000016344562,1.2493277e-7,0.8919893,0.085672885,0.02214017],"study_design_scores_gemma":[0.00011476834,0.0000012501907,0.002340496,0.00027784877,0.000037671547,0.0000012685462,0.000033827797,0.00081603584,7.38415e-8,0.023609782,0.9725632,0.00020375485],"about_ca_topic_score_codex":0.00021268276,"about_ca_topic_score_gemma":0.0007998407,"teacher_disagreement_score":0.88689035,"about_ca_system_score_codex":0.000029615909,"about_ca_system_score_gemma":0.000008833885,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W2912718014","doi":"10.1111/beer.12228","title":"Law‐abiding organizational climates in developing countries: The role of institutional factors and socially responsible organizational practices","year":2019,"lang":"en","type":"article","venue":"Business Ethics A European Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":29,"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":"Mitacs","keywords":"Context (archaeology); Enforcement; Certification; Business; Institutional theory; Law enforcement; Organisation climate; Public relations; Law; Economics; Political science; Management","score_opus":0.06693809613627086,"score_gpt":0.29611211947274463,"score_spread":0.22917402333647377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912718014","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":[0.43768916,0.11643243,0.0012827492,0.22781429,0.0014045575,0.0034649402,0.000038658425,0.00037337505,0.21149984],"genre_scores_gemma":[0.95087534,0.034311216,0.00074945256,0.013511989,0.0002851645,0.000006862993,0.00010784546,0.000049815906,0.000102293285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99876696,0.000102408296,0.0004186847,0.00021117533,0.00037179992,0.00012900255],"domain_scores_gemma":[0.99765027,0.00036733822,0.0006458878,0.00013098157,0.0011998086,0.0000057071934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015401928,0.0001487849,0.0002451179,0.00008687736,0.00038973562,0.00017013488,0.00021133381,0.00003881081,0.00016740766],"category_scores_gemma":[0.0021399297,0.00010661512,0.000024260786,0.0010775148,0.00017470987,0.0006683265,0.0002665787,0.00017030307,0.00010638151],"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":[0.0000060918696,0.00001188612,0.11402682,0.0017992144,0.000014111239,7.836005e-7,0.00014381365,0.00003537061,0.00006322711,0.88374066,0.000050766626,0.00010724633],"study_design_scores_gemma":[0.0002797623,0.0000025526663,0.51966965,0.003987706,0.000053417454,0.0000045803563,0.0003486321,0.00015323068,0.000023762239,0.01315924,0.46203902,0.00027845684],"about_ca_topic_score_codex":0.00007276544,"about_ca_topic_score_gemma":0.00012268909,"teacher_disagreement_score":0.87058145,"about_ca_system_score_codex":0.000028327891,"about_ca_system_score_gemma":0.00048587748,"threshold_uncertainty_score":0.43476385},"labels":[],"label_agreement":null},{"id":"W2920936085","doi":"10.18178/ijesd.2019.10.1.1137","title":"Comparative Study of Reporting for Transparency under International Agreements on Climate Change and Ozone Protection: The Case of the Philippines","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Science and Development","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"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":"Japan Society for the Promotion of Science; Japan International Cooperation Agency","keywords":"Transparency (behavior); Ozone; Climate change; Environmental protection; Environmental science; Environmental planning; Environmental resource management; Geography; Meteorology; Political science; Oceanography; Law","score_opus":0.11617261745285158,"score_gpt":0.3098609518151341,"score_spread":0.19368833436228255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920936085","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":[0.99806637,0.000028751887,0.00004008906,0.00076212815,0.00044230782,0.00036882833,0.0000018656697,0.0000010241544,0.00028864737],"genre_scores_gemma":[0.9996554,0.000016856435,0.00006622165,0.00014414007,0.000086754735,0.0000133807125,3.8932345e-7,0.0000017925191,0.000015028019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892867,0.0000050008034,0.00045227254,0.00010100906,0.0004505628,0.00006246274],"domain_scores_gemma":[0.9988527,0.00001575807,0.0009524866,0.00004800379,0.00012504458,0.0000059688623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053248624,0.00006127925,0.000104888844,0.00008647857,0.00017416684,0.00004193325,0.00018613445,0.000007313562,0.000023744744],"category_scores_gemma":[0.000021173842,0.000034521916,0.000020584192,0.00007195789,0.00013743994,0.00035799784,0.00013464033,0.00003758827,8.427343e-7],"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":[0.00056003756,0.0013907637,0.8739796,0.000088269204,0.0004711276,0.000022654496,0.013508006,0.0006191876,0.015768338,0.0032916376,0.000049559905,0.090250775],"study_design_scores_gemma":[0.00078879413,0.00007172686,0.98588973,0.00008977194,0.000011476541,0.000050242874,0.011210195,0.0003311714,0.0006962847,0.00019018668,0.00061595906,0.000054469354],"about_ca_topic_score_codex":0.000016044467,"about_ca_topic_score_gemma":0.000029444936,"teacher_disagreement_score":0.111910075,"about_ca_system_score_codex":0.00004223206,"about_ca_system_score_gemma":0.000012454683,"threshold_uncertainty_score":0.14077629},"labels":[],"label_agreement":null},{"id":"W2922301936","doi":"10.69645/sdxa8469","title":"Governance, risk and compliance","year":2019,"lang":"en","type":"article","venue":"The business & management collection.","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Compliance (psychology); Corporate governance; Business; Finance; Psychology; Social psychology","score_opus":0.014117186216532273,"score_gpt":0.21058956822784994,"score_spread":0.19647238201131767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922301936","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":[0.20408681,0.0015827152,0.011501397,0.007763908,0.0049752635,0.0031740968,0.0000071032937,0.00072771526,0.766181],"genre_scores_gemma":[0.93287504,0.00041415222,0.00019316615,0.0014486903,0.00044673172,0.000103163424,0.0000056427475,0.000028185093,0.06448524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99874794,0.00001288087,0.00024053018,0.0004035114,0.0003196354,0.0002754937],"domain_scores_gemma":[0.999078,0.00003087837,0.00027609736,0.00039189475,0.00021504218,0.0000081237995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002144865,0.00022310234,0.00021662719,0.00013176104,0.0008028756,0.0005864012,0.00027445905,0.000033411707,0.0002620381],"category_scores_gemma":[0.000010142801,0.00017338958,0.00005636864,0.0017702502,0.0000963221,0.00090803945,0.00034981073,0.0001080258,0.0007871462],"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":[0.00035117115,0.00027928947,0.29901627,0.0014086432,0.00053746474,0.000013996754,0.00010874771,0.0038181366,0.00004786909,0.3196929,0.25228745,0.12243807],"study_design_scores_gemma":[0.00058318465,0.0000028019597,0.59874755,0.000048253532,0.00005612021,0.000001468344,0.00015277293,0.0055985544,4.8118335e-7,0.0040905983,0.39054042,0.00017779168],"about_ca_topic_score_codex":0.00036504728,"about_ca_topic_score_gemma":0.00028888267,"teacher_disagreement_score":0.7287882,"about_ca_system_score_codex":0.00004546939,"about_ca_system_score_gemma":0.000008473386,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W2922755047","doi":"10.1111/rego.12249","title":"Exploring the formal and informal roles of regulatory intermediaries in transnational multistakeholder regulation","year":2019,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","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":false,"ca_institutions":"Université Laval","funders":"","keywords":"Typology; Intermediary; Intermediation; Rulemaking; Context (archaeology); Political science; Politics; Law and economics; Sociology; Public relations; Business; Law; Biology; Marketing","score_opus":0.03788645329170837,"score_gpt":0.21198572162322632,"score_spread":0.17409926833151795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922755047","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":[0.9939169,0.0001019248,0.0007963797,0.0014740587,0.0002533117,0.0002979736,0.0000028846803,0.000031296004,0.0031252373],"genre_scores_gemma":[0.9990803,0.000018577522,0.0001011493,0.00013004131,0.0001578372,0.00003131821,0.000014346801,0.000011870052,0.00045454482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99884754,0.000007762756,0.00040099493,0.00017728854,0.00038666133,0.00017977098],"domain_scores_gemma":[0.9991899,0.000049567523,0.00043837412,0.00018796668,0.0001275781,0.000006621876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027949372,0.00013623259,0.00017867795,0.000098996476,0.00012373098,0.00007525922,0.0001266258,0.0000352645,0.00007382673],"category_scores_gemma":[0.00003760902,0.00011119324,0.000049993236,0.00030092115,0.00016684245,0.0035265908,0.00007439118,0.00008245635,0.000010967823],"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":[0.00011947036,0.000022334421,0.14744613,0.00015119895,0.000015899865,2.2536237e-7,0.0007625841,0.007254135,0.0006454752,0.79191625,0.00010570212,0.051560618],"study_design_scores_gemma":[0.0006680618,0.000005497794,0.96029073,0.00007652397,0.0000072107714,0.0000010056824,0.00033773677,0.027326513,0.00016274877,0.0017029598,0.009295511,0.00012547527],"about_ca_topic_score_codex":0.00002683872,"about_ca_topic_score_gemma":0.00023738011,"teacher_disagreement_score":0.81284463,"about_ca_system_score_codex":0.000030174946,"about_ca_system_score_gemma":0.000015215858,"threshold_uncertainty_score":0.4534329},"labels":[],"label_agreement":null},{"id":"W2936468912","doi":"10.1017/9781108684385.015","title":"Legitimacy Questions of Non-Compliance Procedures: Examples from the Kyoto and Montreal Protocols","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Compliance (psychology); Montreal Protocol; Kyoto Protocol; Political science; Law; Psychology; Geography; Social psychology; Greenhouse gas; Meteorology; Biology; Ecology","score_opus":0.04594757349216992,"score_gpt":0.23556394472368752,"score_spread":0.1896163712315176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936468912","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":[0.000501809,0.00010342326,0.00026181512,0.00009371049,0.00006755436,0.0061149625,0.0001313952,0.0000709293,0.9926544],"genre_scores_gemma":[0.011822835,0.00004918353,0.0001028274,0.00024469942,0.0004737988,0.000086119486,0.000061019637,0.000041863663,0.98711765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990068,0.0000071667982,0.00020168744,0.00039667817,0.00021628657,0.00017138454],"domain_scores_gemma":[0.9987597,0.00007954879,0.00041834792,0.0004457268,0.0002811817,0.000015533213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000057996505,0.00029495888,0.00039370445,0.000086423526,0.00028427946,0.00012826816,0.0004380351,0.000114930546,0.000008279609],"category_scores_gemma":[0.000017973924,0.0002574658,0.00011730186,0.000015503741,0.00032140184,0.000263211,0.00045228604,0.00018529822,0.00002134903],"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":[0.00016079945,0.000018221672,0.00059197843,0.0007260826,0.00019611733,0.000013112606,0.00007217182,0.00001480828,0.000052713087,0.9398563,0.055572774,0.0027249223],"study_design_scores_gemma":[0.0007825485,0.00001300638,0.022295086,0.0015774906,0.00019127097,0.0000011923194,0.00013412852,0.0005756004,0.000009862634,0.00026126875,0.9737825,0.00037608942],"about_ca_topic_score_codex":0.0023809958,"about_ca_topic_score_gemma":0.00013122252,"teacher_disagreement_score":0.93959504,"about_ca_system_score_codex":0.00003031598,"about_ca_system_score_gemma":0.00006848725,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W2936682487","doi":"10.1177/0170840619850587","title":"Dynamics and Limits of Regulatory Privatization: Reorganizing audit oversight in Russia","year":2019,"lang":"en","type":"article","venue":"Organization Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":45,"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":"HEC Montréal; Norges Forskningsråd; University of Essex","keywords":"Audit; Legitimacy; Accounting; Corporate governance; Legislature; Liberalization; Business; Public interest; Government (linguistics); State (computer science); Public administration; Economics; Political science; Market economy; Finance; Politics; Law","score_opus":0.016968071153017468,"score_gpt":0.2272580740186876,"score_spread":0.21029000286567015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936682487","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":[0.98784834,0.0006152291,0.00035720863,0.00232974,0.00029454698,0.00023946677,9.09089e-7,0.00007949944,0.008235056],"genre_scores_gemma":[0.99830055,0.00018765287,0.00013638251,0.00029988817,0.000111563786,0.0000019006454,0.000014194201,0.00002130584,0.0009265843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992552,0.0000068809986,0.00026213512,0.0001987138,0.00016818712,0.000108889064],"domain_scores_gemma":[0.9991831,0.000032964977,0.00022583299,0.00014191185,0.0004117228,0.0000044489875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010741834,0.00011881698,0.00023836878,0.00019072024,0.0001143045,0.00004254785,0.0000758206,0.000037341335,0.00009574938],"category_scores_gemma":[0.00020528719,0.000112475245,0.0000133111635,0.0011614931,0.000065906046,0.00056315126,0.00016202783,0.00004116015,0.000053184463],"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":[0.0000055197133,0.00001972343,0.83808565,0.00022261863,0.000041326908,4.8572855e-7,0.0003994382,0.00013237447,0.0006717351,0.15903938,0.0009919961,0.00038974418],"study_design_scores_gemma":[0.00055929914,0.000006892705,0.99081504,0.00015051663,0.00002578328,7.788466e-7,0.0030165329,0.0011591536,0.0004170426,0.0019546133,0.0017002973,0.00019406926],"about_ca_topic_score_codex":0.00000736947,"about_ca_topic_score_gemma":0.000029630735,"teacher_disagreement_score":0.15708476,"about_ca_system_score_codex":0.000054351178,"about_ca_system_score_gemma":0.00001181072,"threshold_uncertainty_score":0.45866072},"labels":[],"label_agreement":null},{"id":"W2943187581","doi":"10.1108/jfrc-05-2018-0075","title":"An update on self-regulation in the Canadian securities industry (2009-2016)","year":2019,"lang":"en","type":"article","venue":"Journal of Financial Regulation and Compliance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Enforcement; Misconduct; Investment banking; Law enforcement; Government (linguistics); Investment (military); Finance; Business; Accounting; Economics; Law; Political science; Politics","score_opus":0.02131710629422259,"score_gpt":0.24544735766232892,"score_spread":0.22413025136810633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943187581","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":[0.9826426,0.00020598547,0.00007671642,0.004050399,0.00049560826,0.00023365034,0.0000019991944,0.000017277544,0.012275788],"genre_scores_gemma":[0.99554896,0.000017845467,0.0000995883,0.003421211,0.0007224431,0.0000033536933,0.0000051459447,0.000008628819,0.00017281908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989473,0.00002755992,0.00036198366,0.00014349264,0.00032321483,0.00019641448],"domain_scores_gemma":[0.9991625,0.000024340527,0.000366389,0.00016799512,0.00025432976,0.000024479268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047713384,0.00013446396,0.0001994744,0.00029728148,0.0002566924,0.00025039876,0.00021182968,0.00011631779,0.00009560307],"category_scores_gemma":[0.000035829296,0.00010292484,0.00004745388,0.00038175678,0.0000466253,0.0009868304,0.000014989588,0.00029187754,0.00005243114],"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":[0.0003405673,0.000260363,0.28454608,0.00019866342,0.00003003495,0.000021688327,0.0011401814,0.0067765755,0.00019197952,0.6233929,0.023027992,0.06007303],"study_design_scores_gemma":[0.00047702983,0.00003623405,0.90042734,0.0001685582,0.00000854206,0.000008169352,0.00014319632,0.0046703983,0.000005665058,0.012395335,0.08153745,0.00012208885],"about_ca_topic_score_codex":0.0012695467,"about_ca_topic_score_gemma":0.00938773,"teacher_disagreement_score":0.61588126,"about_ca_system_score_codex":0.00006943096,"about_ca_system_score_gemma":0.00010930729,"threshold_uncertainty_score":0.52385736},"labels":[],"label_agreement":null},{"id":"W2943701239","doi":"10.2139/ssrn.3348569","title":"Regulation in Transition","year":2019,"lang":"en","type":"article","venue":"Minnesota law review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Transition (genetics); Political science; Biology; Genetics","score_opus":0.020996754812190262,"score_gpt":0.23807841114099407,"score_spread":0.2170816563288038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943701239","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":[0.15889935,0.0647962,0.00041550587,0.04121952,0.0009833832,0.0029194262,0.0000018939136,0.0002935604,0.73047113],"genre_scores_gemma":[0.9856926,0.0017573044,0.00005641997,0.011530764,0.0002226709,0.00003658894,0.000034494074,0.000012293371,0.00065685605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993859,0.00000804463,0.00021762826,0.0001577588,0.00012030594,0.00011038499],"domain_scores_gemma":[0.99969524,0.000007373388,0.0000786823,0.00016183636,0.000053869157,0.0000030242734],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019935587,0.00008740793,0.00019969839,0.00004480786,0.000039329097,0.00003569922,0.00007151011,0.000020695245,0.0015677919],"category_scores_gemma":[0.000005659898,0.00007646498,0.00005605246,0.00025230355,0.00001617344,0.0006184764,0.000020215974,0.000038505816,0.0028713075],"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":[0.000020026859,0.00008056098,0.0065043583,0.010126145,0.000014575933,0.0000033871188,0.000034212284,0.000092083166,0.0003885085,0.9222804,0.016955059,0.04350072],"study_design_scores_gemma":[0.0002362923,0.0000027898272,0.03779919,0.002019823,0.000020519672,9.773414e-7,0.000011371072,0.00072160276,0.0000067754386,0.002965601,0.95606595,0.00014911819],"about_ca_topic_score_codex":0.000112565926,"about_ca_topic_score_gemma":0.00010564189,"teacher_disagreement_score":0.9391109,"about_ca_system_score_codex":0.000013399035,"about_ca_system_score_gemma":0.000002426383,"threshold_uncertainty_score":0.9993449},"labels":[],"label_agreement":null},{"id":"W2944735474","doi":"10.11575/prism/36025","title":"Shareholder Activism On Climate Change: Evidence From Shareholder Resolutions Filed Against Canadian Oil, Gas, Utility And Pipeline Companies","year":2018,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Shareholder; Climate change; Business; Pipeline (software); Petroleum industry; Shareholder resolution; Finance; Corporate governance; Environmental science; Oceanography; Engineering; Geology","score_opus":0.06658876141943583,"score_gpt":0.23238803317035067,"score_spread":0.16579927175091486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944735474","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":[0.93361396,0.0005154681,0.0021876262,0.009274576,0.0002788879,0.00029038664,0.000026107436,0.00014361383,0.05366939],"genre_scores_gemma":[0.99682766,0.0002605578,0.0008769215,0.0010441684,0.00020029358,0.0000015998228,0.00006447698,0.000011239796,0.00071310013],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990671,0.00001770049,0.00011581921,0.00032904727,0.00019223284,0.00027805223],"domain_scores_gemma":[0.9993184,0.000049394886,0.00014006112,0.00026308876,0.00018194514,0.000047091795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012503254,0.00015233099,0.0002221784,0.00021202124,0.0007154651,0.00006623995,0.00023364712,0.0000661758,0.0008616729],"category_scores_gemma":[0.00005138361,0.00017224981,0.000059716935,0.00022512198,0.00027174878,0.00092025666,0.00025044198,0.00011387638,0.00014744695],"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":[0.00042132498,0.00018215207,0.058501277,0.00029585123,0.00013748891,0.000045065386,0.0028548269,0.0000020450373,0.00022925947,0.0025197326,0.111176684,0.82363427],"study_design_scores_gemma":[0.00051059324,0.000015403584,0.8535768,0.00042042127,0.00005441009,2.429513e-7,0.0003672977,0.079581045,0.000010380908,0.00031281862,0.06491002,0.00024057976],"about_ca_topic_score_codex":0.089433014,"about_ca_topic_score_gemma":0.03735606,"teacher_disagreement_score":0.8233937,"about_ca_system_score_codex":0.000043906595,"about_ca_system_score_gemma":0.000024378498,"threshold_uncertainty_score":0.9802097},"labels":[],"label_agreement":null},{"id":"W2945414449","doi":"","title":"Rules and Unruliness: Canadian Regulatory Democracy, Governance, Capitalism, and Welfarism","year":2014,"lang":"en","type":"book","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"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":"Capitalism; Regulatory state; Corporate governance; Welfarism; Politics; Democracy; Political science; Welfare state; Political economy; Public administration; State (computer science); Government (linguistics); Economic system; Law and economics; Economics; Welfare; Law; Finance","score_opus":0.008671891044449822,"score_gpt":0.18203518947753636,"score_spread":0.17336329843308654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945414449","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":[0.0022891117,0.0028109662,0.000024909648,0.005275748,0.00047868618,0.00027010942,0.00001575326,0.000117695854,0.988717],"genre_scores_gemma":[0.04508557,0.00043138288,0.0001323358,0.005358427,0.002421291,0.000015371854,0.00013144809,0.00007932476,0.94634485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986552,0.0000048480897,0.00029793722,0.00047543028,0.00024578808,0.00032082375],"domain_scores_gemma":[0.99919456,0.000026643587,0.00027800328,0.0002948119,0.00015829448,0.000047672867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014319253,0.0003895156,0.0004573417,0.0002015798,0.0004643985,0.00036311167,0.00017387274,0.00023654116,0.00034518106],"category_scores_gemma":[0.000025445579,0.00035168487,0.000061944425,0.00006480008,0.00022573303,0.00045279413,0.00020550727,0.00017543873,0.00023865317],"study_design_candidate":"not_applicable","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":[0.0000036111815,0.0000029824469,0.0017235648,0.0002525222,0.00004644916,0.0000072205016,0.000012879302,0.0000013333997,3.6138306e-7,0.51789343,0.47138616,0.008669463],"study_design_scores_gemma":[0.00023248488,0.0000026427601,0.0901106,0.00013732245,0.00006688537,0.000003971805,0.000027377646,0.00033228632,1.2373435e-7,0.05328213,0.85539037,0.00041381616],"about_ca_topic_score_codex":0.019846516,"about_ca_topic_score_gemma":0.08720466,"teacher_disagreement_score":0.46461132,"about_ca_system_score_codex":0.000081986946,"about_ca_system_score_gemma":0.0001091836,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W2958222431","doi":"","title":"Directors’ Liability and Climate Risk: Canada-Country Paper","year":2018,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Oxford; Ivey Foundation; KR Foundation; Children's Investment Fund Foundation","keywords":"Liability; Business; Actuarial science; Finance","score_opus":0.008837285820375821,"score_gpt":0.20446981824413693,"score_spread":0.1956325324237611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958222431","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":[0.698435,0.000066100096,0.000018047385,0.0010292913,0.0004048737,0.000086011365,0.0000029030614,0.000086131884,0.29987165],"genre_scores_gemma":[0.99582225,0.00002338458,0.00005408398,0.00260075,0.0007609774,0.0000046335795,0.0000028651084,0.0000066091807,0.00072443346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940777,0.0000041690405,0.00011701489,0.00017442465,0.00012210703,0.00017451162],"domain_scores_gemma":[0.99966526,0.000019349953,0.00006203713,0.0001378226,0.000107749496,0.000007797876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013779846,0.000089243775,0.00010120189,0.000021771182,0.0003326514,0.000104394254,0.000059313494,0.000017545804,0.00085061765],"category_scores_gemma":[0.00005713255,0.00006807152,0.000014082055,0.00013562544,0.00008960645,0.0003525142,0.00010653632,0.0000359004,0.00006880638],"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":[0.000014412832,0.000012298137,0.93155736,0.000043277156,0.000015414616,5.7913417e-7,0.000015856347,0.0000011380123,0.000030772306,0.013938101,0.046053525,0.008317242],"study_design_scores_gemma":[0.00008102597,0.0000014556258,0.6263475,0.0000043107716,0.00000852288,1.1647707e-7,0.00007343367,0.00043827214,0.000007802192,0.00043396154,0.37252995,0.00007363825],"about_ca_topic_score_codex":0.34143868,"about_ca_topic_score_gemma":0.7820727,"teacher_disagreement_score":0.440634,"about_ca_system_score_codex":0.000017540458,"about_ca_system_score_gemma":0.00001500216,"threshold_uncertainty_score":0.9313667},"labels":[],"label_agreement":null},{"id":"W2960846791","doi":"","title":"Climate Change and Directors' Duties: Closing the Gap Between Legal Obligation and Enforcement Practice","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance 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":"York University","funders":"","keywords":"Climate change; Business; Enforcement; Global warming; Incentive; Closing (real estate); Political economy of climate change; Position (finance); Mainstream; Finance; Accounting; Political science; Economics; Market economy","score_opus":0.027329708142112816,"score_gpt":0.2582715500367779,"score_spread":0.23094184189466505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960846791","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":[0.94263345,0.005337535,0.00027161796,0.013628914,0.0004184284,0.00050983747,9.983316e-7,0.000058000416,0.03714123],"genre_scores_gemma":[0.99445534,0.0032484888,0.00001429139,0.0007657138,0.0012197238,0.0000071800537,0.0000030234569,0.000011745937,0.00027450558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987609,0.000019847626,0.00017798509,0.00013718367,0.00020196111,0.0007021153],"domain_scores_gemma":[0.999514,0.00005836607,0.00024625994,0.00008237446,0.00009031188,0.000008681408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011183681,0.0001159232,0.00012681232,0.00007691753,0.0004951599,0.0004228292,0.00008330224,0.000026055044,0.000028338309],"category_scores_gemma":[0.00004027241,0.0000805974,0.000030930245,0.00014005462,0.000040500207,0.0015476834,0.000097296455,0.00038697894,0.000028758539],"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":[0.000049414102,0.000011927845,0.05959548,0.00004511702,0.00010915547,5.340989e-7,0.00028167752,0.000005795621,0.000044393586,0.86678964,0.00009490078,0.07297198],"study_design_scores_gemma":[0.003112215,0.00026196564,0.22051907,0.00038641898,0.00061720045,0.0001941652,0.03130976,0.0034606415,0.000043070235,0.24207108,0.4970835,0.0009409321],"about_ca_topic_score_codex":0.00015978186,"about_ca_topic_score_gemma":0.000091177724,"teacher_disagreement_score":0.62471855,"about_ca_system_score_codex":0.00008832495,"about_ca_system_score_gemma":0.000036557314,"threshold_uncertainty_score":0.40773517},"labels":[],"label_agreement":null},{"id":"W2963078775","doi":"10.1080/20414005.2019.1644796","title":"International institutional bypasses and transnational non-state regulation","year":2019,"lang":"en","type":"article","venue":"Transnational Legal Theory","topic":"Regulation and Compliance 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":"University of Victoria","funders":"Norges Forskningsråd","keywords":"State (computer science); Political science; Political economy; Law and economics; Law; Sociology","score_opus":0.009934211494863206,"score_gpt":0.22050845352125734,"score_spread":0.21057424202639413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963078775","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":[0.6427831,0.000055080007,0.028417561,0.034763236,0.0017278877,0.00060617103,0.000047985617,0.00020708132,0.2913919],"genre_scores_gemma":[0.99423116,0.000004058514,0.00043331773,0.0011036765,0.00037662144,0.000029322195,0.00021911894,0.000017148956,0.0035855703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986433,0.000013234106,0.00029306996,0.00031692308,0.00056368235,0.00016979765],"domain_scores_gemma":[0.9993821,0.00008821684,0.0001054569,0.00010289085,0.00030626348,0.000015075168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003536005,0.00018176307,0.00015530796,0.00028479862,0.00022223982,0.00023043003,0.00018438113,0.00005047731,0.0017050576],"category_scores_gemma":[0.00001685743,0.00017592766,0.000083925974,0.00023362767,0.00014686686,0.002007553,0.000033942924,0.000116502,0.000116425384],"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":[0.0001399932,0.00005162628,0.00330847,0.000039296843,0.0000623106,0.0000013137416,0.000059864567,0.0024826508,0.0011450768,0.98989326,0.00016938678,0.0026467738],"study_design_scores_gemma":[0.0015188804,0.000010027502,0.45711923,0.000015773245,0.000024678386,0.0000098467945,0.00009230675,0.015935844,0.00008679701,0.28121436,0.24364652,0.00032577242],"about_ca_topic_score_codex":0.000005375999,"about_ca_topic_score_gemma":0.000011083247,"teacher_disagreement_score":0.7086789,"about_ca_system_score_codex":0.000043451524,"about_ca_system_score_gemma":0.00004557336,"threshold_uncertainty_score":0.9992075},"labels":[],"label_agreement":null},{"id":"W2972789776","doi":"10.69554/kmlt1693","title":"How to deal with multiple regulators in multiple jurisdictions","year":2019,"lang":"en","type":"article","venue":"Journal of financial compliance.","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Law and economics; Business; Computer science; Economics","score_opus":0.028766900634169836,"score_gpt":0.23371944827597338,"score_spread":0.20495254764180354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972789776","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":[0.9901099,0.00011178975,0.002116549,0.0034577656,0.00055091124,0.0003107828,0.0000029462533,0.000026352585,0.0033129954],"genre_scores_gemma":[0.9950541,0.0000057995076,0.0025850385,0.00077290734,0.00088551827,0.000008038142,0.0000017237875,0.000017531978,0.00066930376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886674,0.000007732284,0.00035298892,0.00017914792,0.0003264117,0.0002669986],"domain_scores_gemma":[0.9990258,0.00004319441,0.00038421716,0.00015576258,0.0003656001,0.000025394324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018542742,0.00016471805,0.0003614566,0.00035166438,0.00014001908,0.00016826605,0.00023979876,0.00004552761,0.000032888638],"category_scores_gemma":[0.00007875148,0.00013342084,0.00009792061,0.00073627185,0.000039473478,0.0009025522,0.000069531205,0.0001969401,0.00010727784],"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":[0.00047111925,0.00011346355,0.9747055,0.00009158715,0.000019343495,0.000023460852,0.00011976875,0.0025269566,0.0004065443,0.004046602,0.008491708,0.008983942],"study_design_scores_gemma":[0.0011976365,0.00005646001,0.741174,0.00026766068,0.000009286398,0.000007957289,0.000120671735,0.0007761802,0.000026566358,0.00041424498,0.25579557,0.00015378196],"about_ca_topic_score_codex":0.000043891738,"about_ca_topic_score_gemma":0.0006601885,"teacher_disagreement_score":0.24730387,"about_ca_system_score_codex":0.00006692331,"about_ca_system_score_gemma":0.00005258716,"threshold_uncertainty_score":0.54407436},"labels":[],"label_agreement":null},{"id":"W2979654845","doi":"","title":"Frontline Workers and the Role of Legal and Regulatory Intermediaries","year":2019,"lang":"en","type":"preprint","venue":"SPIRE (Sciences Po)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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":"Intermediary; Business; Marketing","score_opus":0.01256383101846862,"score_gpt":0.22882550195239373,"score_spread":0.21626167093392512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979654845","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":[0.9335277,0.008336619,0.00014007968,0.004936459,0.0012570396,0.00044649397,0.0000032237285,0.000050696035,0.05130169],"genre_scores_gemma":[0.9983906,0.00008672039,0.000096988755,0.00035974503,0.00038739984,0.00001155978,0.0000027487479,0.0000069331295,0.00065728946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902606,0.000011727956,0.00023211227,0.0003191681,0.00025782335,0.00015311531],"domain_scores_gemma":[0.99934095,0.000047642574,0.0003159676,0.00021436274,0.000074251526,0.000006841356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004872662,0.00016270575,0.00030564534,0.000108125474,0.00022639295,0.00034272246,0.00031174623,0.00006102413,0.000026227372],"category_scores_gemma":[0.00006474807,0.000100337005,0.000060537033,0.00013444408,0.0027043272,0.00034694053,0.0010995197,0.00014085704,0.000007649721],"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":[0.0002513073,0.000036122638,0.54347354,0.00071447995,0.000141859,0.0000015702574,0.0013841747,0.00078953494,0.000047012447,0.3443742,0.004717286,0.10406893],"study_design_scores_gemma":[0.001713405,0.000031957785,0.69145226,0.00090002106,0.00018946223,0.0000031715751,0.014184961,0.038006023,0.00005840123,0.14292121,0.10982007,0.00071904965],"about_ca_topic_score_codex":0.0005025745,"about_ca_topic_score_gemma":0.00014260007,"teacher_disagreement_score":0.20145299,"about_ca_system_score_codex":0.0000067717087,"about_ca_system_score_gemma":0.000038654725,"threshold_uncertainty_score":0.9964207},"labels":[],"label_agreement":null},{"id":"W2980874076","doi":"10.31060/rbsp.2011.v5.n1.89","title":"Policiais e o “bico”: a formação de redes de trabalho paralelo de segurança","year":2011,"lang":"pt","type":"article","venue":"Revista Brasileira de Segurança Pública","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.057337601251016716,"score_gpt":0.2691916373382046,"score_spread":0.2118540360871879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980874076","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":[0.90500176,0.005287482,0.00543685,0.0031957626,0.00044398807,0.0015292106,0.0000782926,0.0008425019,0.07818413],"genre_scores_gemma":[0.9848681,0.0005520753,0.0011819338,0.0060688206,0.0018960398,0.0001695424,0.00006195489,0.00020134741,0.005000203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942663,0.0002276037,0.0013118609,0.0010455624,0.00062351837,0.002525167],"domain_scores_gemma":[0.9969649,0.00018228366,0.0008984438,0.0011962595,0.00046061826,0.00029753958],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015673292,0.0010742268,0.0012432252,0.0006755061,0.0012422784,0.0013266427,0.0013358451,0.00048036347,0.0020242762],"category_scores_gemma":[0.0005531866,0.0011105456,0.00081597024,0.0017353062,0.00041898747,0.0016350594,0.00038678985,0.0007325296,0.0008819248],"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":[0.00069246517,0.00094184425,0.7937785,0.0036214355,0.00082124525,0.00017879184,0.013558551,0.00005620597,0.0024695634,0.045352556,0.11777607,0.020752778],"study_design_scores_gemma":[0.001765959,0.00008814557,0.8786737,0.0011263717,0.00066922046,0.00016650994,0.003859579,0.003876146,0.00037356728,0.0010232995,0.10677963,0.0015978952],"about_ca_topic_score_codex":0.0024249882,"about_ca_topic_score_gemma":0.00030636234,"teacher_disagreement_score":0.08489519,"about_ca_system_score_codex":0.00053266133,"about_ca_system_score_gemma":0.0004810235,"threshold_uncertainty_score":0.999896},"labels":[],"label_agreement":null},{"id":"W2987492879","doi":"10.1177/0964663919880303","title":"Yelling ‘Fire’ in a Crowded Occupation: Cynical Fire Hazard Claims and the Technocratic Containment of Dissent","year":2019,"lang":"en","type":"article","venue":"Social & Legal Studies","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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 Toronto","funders":"","keywords":"Dissent; CONTEST; Context (archaeology); Politics; Sociology; Political science; Public sphere; Social movement; Law; Law and economics; Political economy; Public administration","score_opus":0.023450769963320937,"score_gpt":0.2847331570342001,"score_spread":0.26128238707087914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987492879","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":[0.98320484,0.0017609017,0.000015463607,0.00974389,0.00017717222,0.00045589096,5.477781e-7,0.0000327387,0.004608529],"genre_scores_gemma":[0.99882144,0.00012400401,0.000014336905,0.00038040132,0.00026813374,0.000052018695,0.0000014237368,0.0000071792074,0.0003310393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99915695,0.00001544246,0.00029394272,0.00016447567,0.0002158643,0.00015334119],"domain_scores_gemma":[0.99957067,0.00007849741,0.00016258218,0.0000850353,0.00009978605,0.0000034338475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025329628,0.00012431933,0.00036023458,0.000030350197,0.0003003164,0.00007021059,0.00009214562,0.000033725522,0.000015139493],"category_scores_gemma":[0.00005863816,0.00008364245,0.00007664942,0.00023525918,0.00036484379,0.00020449377,0.00018394871,0.000092274895,0.000016710104],"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":[0.00088182546,0.00022797973,0.36908078,0.0009228434,0.0006652776,0.000008550485,0.008579574,0.00016315895,0.00018127168,0.5855758,0.008846231,0.024866717],"study_design_scores_gemma":[0.0071727396,0.000058511778,0.84163004,0.00045489377,0.00022316436,9.627618e-7,0.059985247,0.0075046797,0.000059003167,0.05313134,0.029122941,0.0006564814],"about_ca_topic_score_codex":0.00015086234,"about_ca_topic_score_gemma":0.00022401674,"teacher_disagreement_score":0.5324445,"about_ca_system_score_codex":0.00003552141,"about_ca_system_score_gemma":0.0000084197045,"threshold_uncertainty_score":0.341084},"labels":[],"label_agreement":null},{"id":"W2991187058","doi":"","title":"Study on the Legal Remedies to Volkswagen's Diesel Emission Fraud in Canada","year":2019,"lang":"en","type":"article","venue":"Gyeong'yeong beoblyul","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Accounting","score_opus":0.02471984648415395,"score_gpt":0.22832398675370066,"score_spread":0.2036041402695467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991187058","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":[0.9482797,0.00005110173,0.000008290039,0.009452221,0.0010386419,0.00086043915,0.0000016133774,0.00005775465,0.040250264],"genre_scores_gemma":[0.99107057,0.0000032609128,0.000009925535,0.0039014746,0.00039620601,0.000061385115,0.0000039284027,0.000026065856,0.004527209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819034,0.00002684895,0.00033851046,0.0004175436,0.0006124333,0.0004143307],"domain_scores_gemma":[0.9991232,0.00009783237,0.00012865663,0.0004994375,0.00012766467,0.000023189632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033152482,0.00026019788,0.00030172602,0.00017947775,0.0002874933,0.0001979877,0.00041053086,0.000031993524,0.00026003103],"category_scores_gemma":[0.00016489405,0.00017892082,0.00005383757,0.0007091894,0.000030026447,0.00036946763,0.0002966713,0.0002047494,0.0005848866],"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":[0.000104710365,0.00014178468,0.8933846,0.000048551916,0.000053907464,0.00004693656,0.00055779074,0.00070019305,0.00019109627,0.004617058,0.095376655,0.004776723],"study_design_scores_gemma":[0.0004899629,0.000030331707,0.8639417,0.000111169444,0.000013663382,5.054455e-7,0.012744247,0.0003239703,0.00003876147,0.00029776545,0.121724114,0.00028378016],"about_ca_topic_score_codex":0.34685764,"about_ca_topic_score_gemma":0.6598311,"teacher_disagreement_score":0.31297344,"about_ca_system_score_codex":0.00020841883,"about_ca_system_score_gemma":0.0001077949,"threshold_uncertainty_score":0.7517728},"labels":[],"label_agreement":null},{"id":"W2998448936","doi":"","title":"Canada – Enforcement and Breach 2019","year":2019,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Enforcement; Computer security; Law; Political science; Computer science","score_opus":0.006705773808165264,"score_gpt":0.17640602874919187,"score_spread":0.1697002549410266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998448936","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":[0.19340642,0.00007277964,0.00004883373,0.0024686807,0.00029591023,0.000132976,4.593398e-7,0.00003238665,0.80354154],"genre_scores_gemma":[0.9624797,0.0000036205774,0.000020583662,0.004193876,0.00011366306,0.0000021283993,0.000004334011,0.000003470492,0.03317863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996555,5.9104667e-7,0.00006469259,0.00008953906,0.00010066595,0.000089047135],"domain_scores_gemma":[0.9998582,0.000004959517,0.000027297901,0.000074573705,0.00003149978,0.0000034468073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031349762,0.000052329164,0.000062534105,0.000021580128,0.000048987116,0.000057705412,0.00004133289,0.0000073060824,0.0013130856],"category_scores_gemma":[0.0000022217205,0.000041137715,0.000008677894,0.000057103814,0.0000071600766,0.00018210562,0.00006484096,0.000016559636,0.00021056546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007280294,0.0000074850573,0.14991195,0.000057442125,0.000021462572,7.823013e-7,0.000008556748,0.00006620129,0.00006742729,0.37121513,0.4699311,0.008705167],"study_design_scores_gemma":[0.00018297142,0.0000013729393,0.15042906,0.0000051005954,0.000003641125,2.5997204e-7,0.00012922019,0.0017171365,0.000005951372,0.0004307876,0.84701574,0.00007878148],"about_ca_topic_score_codex":0.5583866,"about_ca_topic_score_gemma":0.23760931,"teacher_disagreement_score":0.7703629,"about_ca_system_score_codex":0.000011602617,"about_ca_system_score_gemma":0.000017052264,"threshold_uncertainty_score":0.9995999},"labels":[],"label_agreement":null},{"id":"W3005845852","doi":"10.1111/rego.12305","title":"Market structure and disempowering regulatory intermediaries: Insights from U.S. trade surveillance","year":2020,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Oxford; University College, Oxford; Royal Bank of Canada; George Mason University","keywords":"Intermediary; Outsourcing; Commission; Audit; Competition (biology); Business; Empirical evidence; Freedom of information; Economics; Public administration; Public relations; Accounting; Political science; Finance; Law; Marketing","score_opus":0.009641730562715074,"score_gpt":0.19004796973608812,"score_spread":0.18040623917337303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005845852","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":[0.97748804,0.002565858,0.0019048605,0.011871453,0.00058467744,0.00028872903,0.000038037757,0.00025934126,0.0049990164],"genre_scores_gemma":[0.99639434,0.00007531628,0.0001361438,0.0019073271,0.0012888764,0.0000056612357,0.000035059784,0.000024863917,0.0001323881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883854,0.000010206211,0.0002744042,0.00040248845,0.000311213,0.00016316478],"domain_scores_gemma":[0.99927914,0.000038800747,0.0004047384,0.00020569476,0.00004492232,0.000026704694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035084573,0.00020826347,0.00025357492,0.000026052254,0.00017526129,0.00019382242,0.00016241276,0.000064148604,0.0003256789],"category_scores_gemma":[0.000109823086,0.00019628112,0.0000500404,0.00026788088,0.00015784883,0.0009117622,0.00013604303,0.000101727754,0.000014380504],"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":[0.0007991616,0.000068215,0.5957207,0.0007467159,0.00028103063,0.000024471958,0.0027602816,0.0014787734,0.01405259,0.16272861,0.13718487,0.08415458],"study_design_scores_gemma":[0.00036559385,0.0000035109883,0.81726325,0.000048862257,0.00000900232,3.4695103e-7,0.00006160256,0.014641679,0.00006851944,0.003661373,0.1636716,0.00020467861],"about_ca_topic_score_codex":0.00003138939,"about_ca_topic_score_gemma":0.000082118495,"teacher_disagreement_score":0.22154252,"about_ca_system_score_codex":0.000030156232,"about_ca_system_score_gemma":0.000010594257,"threshold_uncertainty_score":0.80041116},"labels":[],"label_agreement":null},{"id":"W3006904159","doi":"10.13140/rg.2.2.31088.83203","title":"Regulating in the Public Interest? Canadian energy regulation as an institutional fix for sovereign legitimacy","year":2019,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Legitimacy; Sovereignty; Law and economics; Political science; Economics; Law; Politics","score_opus":0.032033454165765904,"score_gpt":0.23248538886697231,"score_spread":0.20045193470120642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006904159","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":[0.5821144,0.00011208421,0.0004291989,0.0025850479,0.0017777788,0.0012281175,0.00004824674,0.00013593928,0.4115692],"genre_scores_gemma":[0.98258615,0.000010536931,0.000041970736,0.00083232764,0.00051479513,0.000011559332,0.0040473426,0.00003052646,0.011924817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859095,0.000033421617,0.00025093785,0.00047509887,0.00027170262,0.00037789252],"domain_scores_gemma":[0.9988982,0.000054055436,0.00030108454,0.00034734063,0.0003667268,0.000032581655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019172621,0.000296636,0.0002636143,0.0012111156,0.00066691043,0.00041618184,0.00061529834,0.00022249964,0.00021609395],"category_scores_gemma":[0.00007503064,0.00029642638,0.00014615605,0.0009141654,0.000059720685,0.0020175644,0.000045845125,0.00019030641,0.00006881335],"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":[0.00014688421,0.00004748894,0.0316771,0.00013245708,0.000047648085,0.00001714313,0.00003392528,0.0003265026,0.0000015202554,0.94972384,0.011785744,0.006059761],"study_design_scores_gemma":[0.0012106112,0.000026204469,0.020671675,0.00022984736,0.00008543443,2.078402e-8,0.03158829,0.007792028,0.00001170566,0.015788864,0.92200816,0.0005871667],"about_ca_topic_score_codex":0.020819938,"about_ca_topic_score_gemma":0.9181997,"teacher_disagreement_score":0.933935,"about_ca_system_score_codex":0.00028616423,"about_ca_system_score_gemma":0.00034551893,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W3008474338","doi":"10.3917/eh.097.0058","title":"Pragmatic Regulatory Design: The Case of Human Pathogens and Toxins Regulations in Canada","year":2020,"lang":"fr","type":"article","venue":"Entreprises et histoire","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Political science; Humanities; Sociology; Philosophy","score_opus":0.03157681055926114,"score_gpt":0.23003324400678696,"score_spread":0.1984564334475258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008474338","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":[0.8751552,0.028659442,0.00060423807,0.08665749,0.00069252215,0.00095948984,0.000031096184,0.000049333965,0.0071912054],"genre_scores_gemma":[0.9961138,0.00007844929,0.00017160791,0.0015690661,0.00014556324,0.000018249868,0.0000093132785,0.000020114105,0.0018738754],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99874824,0.00009993719,0.00046418095,0.0002968559,0.00017453927,0.00021622374],"domain_scores_gemma":[0.9990713,0.0001524899,0.00033679948,0.00029331716,0.00011620922,0.00002987189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021938079,0.0001948034,0.00029648052,0.00006199235,0.0004936055,0.00006322259,0.00013858777,0.00004160981,0.00034673652],"category_scores_gemma":[0.0001955946,0.00017604932,0.000056779623,0.00039004962,0.00026799573,0.00033664922,0.0001771331,0.00014334232,0.000009271835],"study_design_candidate":"not_applicable","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":[0.0001417602,0.00046381433,0.20548432,0.0052486393,0.0004305549,0.003733618,0.02070129,0.03500236,0.0018330027,0.22468853,0.31234258,0.18992954],"study_design_scores_gemma":[0.0032948903,0.00007626666,0.46930748,0.0016324549,0.00074762583,0.00022772173,0.042860344,0.08480652,0.00012889953,0.01080975,0.3844671,0.001640941],"about_ca_topic_score_codex":0.2846219,"about_ca_topic_score_gemma":0.62208563,"teacher_disagreement_score":0.33746377,"about_ca_system_score_codex":0.0002143265,"about_ca_system_score_gemma":0.00021893225,"threshold_uncertainty_score":0.7201419},"labels":[],"label_agreement":null},{"id":"W3011904920","doi":"10.1163/15718115-02702015","title":"Free, Prior and Informed Consent: Between Legal Ambiguity and Political Agency","year":2020,"lang":"en","type":"article","venue":"International Journal on Minority and Group Rights","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Ambiguity; Agency (philosophy); Politics; Political science; Law; Informed consent; Sociology; Philosophy; Medicine; Social science; Linguistics","score_opus":0.04159580053021959,"score_gpt":0.2826114326431212,"score_spread":0.2410156321129016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011904920","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":[0.96439755,0.000116649484,0.00015420043,0.020124229,0.00030549057,0.00007471251,0.000013186298,0.000023526554,0.014790442],"genre_scores_gemma":[0.993988,0.000050832074,0.00012238878,0.0034460456,0.0022325385,0.0000012524032,0.0000074345944,0.0000035929568,0.00014793943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991621,0.000009279852,0.00023258995,0.00015530277,0.00028713385,0.00015363279],"domain_scores_gemma":[0.9995621,0.00008964021,0.000114673414,0.00004570296,0.00012160981,0.00006631463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088442204,0.00011982621,0.00015247986,0.000090161775,0.00029862532,0.00049718906,0.00014391156,0.00004119754,0.00005428551],"category_scores_gemma":[0.00012939719,0.00009229467,0.000037223643,0.000051155846,0.00013764945,0.0007039691,0.00016417106,0.00017567918,0.000012963597],"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":[0.00015314703,0.000048447506,0.12190773,0.0000782051,0.00014888159,0.00008065855,0.00016379253,4.6213356e-7,0.00002752057,0.8622816,0.003676524,0.011432998],"study_design_scores_gemma":[0.0013306366,0.00004396163,0.7895886,0.000058219375,0.000037588692,0.00004083427,0.000065882916,0.00021809763,0.000010956376,0.06991375,0.13852464,0.00016685146],"about_ca_topic_score_codex":0.00019765679,"about_ca_topic_score_gemma":0.00016685184,"teacher_disagreement_score":0.7923679,"about_ca_system_score_codex":0.000017734568,"about_ca_system_score_gemma":0.000014491415,"threshold_uncertainty_score":0.47944057},"labels":[],"label_agreement":null},{"id":"W3019458225","doi":"10.1017/9781108675635.013","title":"After Governance?","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","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":"Institute on Governance","funders":"","keywords":"Phenomenon; Politics; Expansive; Political science; Corporate governance; Private law; Normative; Law and economics; State (computer science); Public administration; Sociology; Law; Public law; Epistemology; Economics","score_opus":0.02301583036694085,"score_gpt":0.17545579166325412,"score_spread":0.15243996129631326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019458225","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":[0.000045649864,0.00016139666,0.000090304464,0.00022869898,0.00031723417,0.0002280274,0.00004326691,0.0001882673,0.99869716],"genre_scores_gemma":[0.009284872,0.00004457857,0.000025494235,0.0011520192,0.0010165503,0.0000011696595,0.000024606501,0.000042175547,0.9884085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990276,0.0000025236802,0.00013858188,0.00040749443,0.00024673296,0.00017705584],"domain_scores_gemma":[0.9992919,0.000009942036,0.0002496798,0.00028719945,0.00014016299,0.000021129263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000025295374,0.00030767274,0.00031859326,0.00006655455,0.00015581171,0.000114309645,0.00033064262,0.00013693771,0.000046505444],"category_scores_gemma":[0.000005769649,0.00035038425,0.00020473907,0.000011666916,0.00013524792,0.00025163929,0.0005636779,0.00022799792,0.00036490097],"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":[0.00009356388,0.0000025839315,0.00001432258,0.000115712595,0.00006841846,0.00015518087,0.0000046830137,9.2753436e-7,0.000002155663,0.85407037,0.14437278,0.0010992918],"study_design_scores_gemma":[0.00033551708,0.000004202263,0.0006324125,0.00011893888,0.00014534901,9.668244e-7,0.000013320442,0.00010685678,0.000002898008,0.000080805265,0.9981767,0.00038205337],"about_ca_topic_score_codex":0.00007013343,"about_ca_topic_score_gemma":0.000004194677,"teacher_disagreement_score":0.8539896,"about_ca_system_score_codex":0.00006689539,"about_ca_system_score_gemma":0.0000190754,"threshold_uncertainty_score":0.9998948},"labels":[],"label_agreement":null},{"id":"W3021378734","doi":"10.1111/rego.12313","title":"Does business influence government regulations? New evidence from Canadian impact assessments","year":2020,"lang":"en","type":"article","venue":"Regulation & Governance","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Documentation; Stakeholder; Government (linguistics); Business; Early adopter; Accounting; Government regulation; Public economics; Public relations; Marketing; Economics; Political science; Law","score_opus":0.03165794952015639,"score_gpt":0.2694185516871538,"score_spread":0.2377606021669974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021378734","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":[0.93758357,0.00051281194,0.00695853,0.048154887,0.00073037005,0.0007030123,0.0000731332,0.00026646358,0.005017246],"genre_scores_gemma":[0.9932037,0.00006180081,0.0007341802,0.0030515892,0.0015888142,0.00001734073,0.00003939275,0.000032249132,0.0012709082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977345,0.000012680614,0.00042869762,0.0005525504,0.00090217614,0.00036942598],"domain_scores_gemma":[0.99842834,0.000055232333,0.00069654273,0.000398705,0.00031573098,0.00010546649],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010590385,0.0003030982,0.00029092975,0.00003932454,0.0003316875,0.00047424302,0.00039423807,0.00007869907,0.001137647],"category_scores_gemma":[0.00044563584,0.00022779846,0.000096107426,0.0009860115,0.0000597065,0.0032303624,0.00013870386,0.00011283613,0.0004258004],"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":[0.00015204576,0.000030376894,0.86954194,0.00008856972,0.00010910794,0.0000085556185,0.00020910175,0.047800932,0.0024328376,0.008510414,0.042386424,0.028729696],"study_design_scores_gemma":[0.00036097312,0.000005992119,0.9148184,0.00022350156,0.00003382907,2.7077738e-7,0.000038676237,0.015898973,0.00005657362,0.0017968093,0.0664552,0.00031082038],"about_ca_topic_score_codex":0.106080905,"about_ca_topic_score_gemma":0.02840158,"teacher_disagreement_score":0.07767933,"about_ca_system_score_codex":0.00047184582,"about_ca_system_score_gemma":0.00023159418,"threshold_uncertainty_score":0.99977547},"labels":[],"label_agreement":null},{"id":"W3024402833","doi":"10.1111/1758-5899.12823","title":"Global Regulations for a Digital Economy: Between New and Old Challenges","year":2020,"lang":"en","type":"article","venue":"Global Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":41,"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":"Typology; Pace; Variety (cybernetics); Emerging technologies; Digital economy; Business; Computer science; Sociology; Artificial intelligence","score_opus":0.06841328824076999,"score_gpt":0.2852495871368323,"score_spread":0.21683629889606232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024402833","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":[0.06427288,0.0013412227,0.0036022004,0.42059103,0.00014557943,0.0007416215,0.00021712355,0.0004447273,0.5086436],"genre_scores_gemma":[0.99108803,0.00000987317,0.00010877557,0.00413588,0.00439471,0.0000085017655,0.00002650098,0.0000063562684,0.00022138149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993816,0.0000013585271,0.00014489386,0.00021720474,0.000058837864,0.00019612876],"domain_scores_gemma":[0.9997352,0.000010294218,0.00007616152,0.00009084463,0.000049435097,0.000038078913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002037897,0.00012243362,0.00016302291,0.000023644345,0.00012359004,0.00029800212,0.000108294706,0.00003444519,0.000008597782],"category_scores_gemma":[0.00008587078,0.00012086706,0.00006184952,0.0002452237,0.000041570664,0.0006346752,0.00014001317,0.000016607542,0.000071221504],"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":[0.000020693938,0.000007451189,0.0532595,0.00007305673,0.00005143584,2.798531e-7,0.00003368652,0.000028803326,1.678337e-7,0.79179823,0.03789413,0.116832584],"study_design_scores_gemma":[0.0004949286,0.000014391801,0.33460224,0.000010007132,0.00002378465,5.0794426e-7,0.00010396205,0.0004480337,1.3423788e-7,0.18643059,0.47773004,0.00014137714],"about_ca_topic_score_codex":0.00020814636,"about_ca_topic_score_gemma":0.00005374323,"teacher_disagreement_score":0.92681515,"about_ca_system_score_codex":0.000038199265,"about_ca_system_score_gemma":0.000031905463,"threshold_uncertainty_score":0.49288157},"labels":[],"label_agreement":null},{"id":"W3027004787","doi":"10.1007/s10551-020-04539-9","title":"Paymasters and Assurance Providers: Exploring Firms’ Discretion in Selecting Non-financial Auditors","year":2020,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Credibility; Audit; Business; Accounting; Impartiality; Discretion; Financial Audit; Scrutiny","score_opus":0.11455008189250736,"score_gpt":0.2655422795333325,"score_spread":0.1509921976408251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027004787","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":[0.9079904,0.0002977916,0.019863397,0.0694821,0.0017032116,0.00018575366,5.746186e-7,0.000033916607,0.00044284677],"genre_scores_gemma":[0.9956177,0.00014983876,0.00032475634,0.0017835419,0.002100535,0.000004371401,7.603547e-7,0.000011290404,0.0000072202156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894595,0.000015613237,0.00040999803,0.0001383637,0.00033040706,0.00015965136],"domain_scores_gemma":[0.99880415,0.00010226781,0.00049032975,0.000048102153,0.0005395688,0.000015607042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005382426,0.00012705839,0.00025665187,0.00014850526,0.00016799782,0.0002079541,0.000109669956,0.00007073117,0.000007630983],"category_scores_gemma":[0.0014867382,0.00010944292,0.000043260745,0.0007495325,0.000056080495,0.0020509276,0.000057930865,0.0005148341,0.00000506911],"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":[0.0017270653,0.00030582052,0.7546378,0.0094708,0.00018693497,0.00033067475,0.026204975,0.059487432,0.0063593723,0.0035002104,0.013559556,0.12422938],"study_design_scores_gemma":[0.0016165889,0.000036476144,0.9619821,0.0013206489,0.000052551575,0.000012797301,0.0034261004,0.008662166,0.00008137246,0.0010833133,0.021334218,0.0003917005],"about_ca_topic_score_codex":0.000046521578,"about_ca_topic_score_gemma":0.000059416965,"teacher_disagreement_score":0.2073443,"about_ca_system_score_codex":0.00002500529,"about_ca_system_score_gemma":0.00008044498,"threshold_uncertainty_score":0.4462953},"labels":[],"label_agreement":null},{"id":"W3030280736","doi":"10.3138/cpp.2018-065","title":"Who to Inspect? Using Employee Complaint Data to Inform Workplace Inspections in Ontario","year":2020,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; Centennial College; Toronto Metropolitan University","funders":"","keywords":"Complaint; Christian ministry; Enforcement; Business; Public relations; Accounting; Political science; Law","score_opus":0.18556030961015804,"score_gpt":0.2996914119616924,"score_spread":0.11413110235153437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030280736","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":[0.560926,0.000019854007,0.0004529023,0.2704119,0.00033472895,0.000763039,0.000053394542,0.00018347021,0.16685466],"genre_scores_gemma":[0.9375888,5.942026e-7,0.0002614127,0.060362265,0.0009969135,0.00001623107,0.00005885335,0.000022514494,0.00069241645],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985785,0.0000051666793,0.00027447758,0.00037139794,0.00017593325,0.00059456454],"domain_scores_gemma":[0.99904937,0.000009735097,0.000057052093,0.0004798574,0.00012035113,0.00028362055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001186931,0.00017675909,0.00022359422,0.001184278,0.0004490134,0.00064498256,0.00070461305,0.000044470966,0.00032691655],"category_scores_gemma":[0.00039079835,0.00019973848,0.000025671405,0.0032028668,0.000035562673,0.0012774108,0.0005074941,0.0001818129,0.0006058451],"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":[0.000022438939,0.000022871527,0.502108,0.000045558776,0.000052571002,0.000027576798,0.0020521886,0.0014857383,0.000015005905,0.23056413,0.25769836,0.0059056063],"study_design_scores_gemma":[0.00013920909,0.000004660001,0.39460588,0.00001965964,0.0000039276797,0.0000010976291,0.00020406135,0.001390281,1.8540382e-7,0.00019556152,0.6032675,0.00016797226],"about_ca_topic_score_codex":0.93117607,"about_ca_topic_score_gemma":0.99743885,"teacher_disagreement_score":0.37666276,"about_ca_system_score_codex":0.0011843229,"about_ca_system_score_gemma":0.0014107347,"threshold_uncertainty_score":0.81450987},"labels":[],"label_agreement":null},{"id":"W3034001844","doi":"10.3390/su12114740","title":"Technology-enhanced Auditing in Voluntary Sustainability Standards: The Impact of COVID-19","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":94,"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":"Certification; Audit; Business; Sustainability; Coronavirus disease 2019 (COVID-19); Work (physics); Accounting; Public relations; Engineering; Political science; Economics; Management; Medicine","score_opus":0.017517867647783108,"score_gpt":0.3158692005757599,"score_spread":0.2983513329279768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034001844","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":[0.9330668,0.00014002353,0.0024719962,0.06113507,0.000042094052,0.0011354508,0.000011836798,0.00019857475,0.0017981401],"genre_scores_gemma":[0.9988899,0.0000032864136,0.000018461682,0.0007957887,0.00016212856,0.00007676242,0.0000058205997,0.000013265704,0.00003458041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981883,0.000057506044,0.00051459984,0.0004512601,0.00033975812,0.0004485579],"domain_scores_gemma":[0.9967158,0.00013752059,0.00031333716,0.00048467497,0.0023159147,0.000032777243],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012428802,0.00022241673,0.0003976447,0.00018499169,0.00030582224,0.00006999035,0.00042713445,0.00008309506,0.00019677871],"category_scores_gemma":[0.016565869,0.00015836209,0.00019483667,0.0020398072,0.00062647316,0.0004982694,0.00046057068,0.0002766402,0.0000036136976],"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":[0.0003905164,0.00012909232,0.9598575,0.0016519283,0.000042278276,0.000011010401,0.001264596,0.008914034,0.00003526089,0.012925046,0.003753725,0.011025001],"study_design_scores_gemma":[0.0009392954,0.000061896564,0.62710893,0.000015839592,0.000021391688,5.0693114e-7,0.03500481,0.0041391226,0.000031299896,0.32363096,0.008771322,0.00027462456],"about_ca_topic_score_codex":0.0023555427,"about_ca_topic_score_gemma":0.0002477372,"teacher_disagreement_score":0.3327486,"about_ca_system_score_codex":0.0021197875,"about_ca_system_score_gemma":0.0012522917,"threshold_uncertainty_score":0.991718},"labels":[],"label_agreement":null},{"id":"W3036593844","doi":"10.1111/rego.12328","title":"<scp>Regulatory disempowerment:</scp>How enabling and controlling forms of power obstruct citizen‐based regulation","year":2020,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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":"Framing (construction); Operationalization; Politics; Authoritarianism; Regulatory state; Power (physics); Democracy; Agency (philosophy); Sociology; Law and economics; State (computer science); Hierarchy; Political science; Public relations; Public administration; Law; Social science; Epistemology","score_opus":0.015237428655814038,"score_gpt":0.20125855893404265,"score_spread":0.1860211302782286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036593844","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":[0.97095156,0.0011691272,0.013937509,0.005061981,0.00029417602,0.000648192,0.000016072778,0.00022823377,0.00769316],"genre_scores_gemma":[0.9975872,0.000025008023,0.0003761729,0.0010631069,0.0004203132,0.000018706334,0.000035995545,0.000039919036,0.00043358788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99812174,0.000013595375,0.0004797328,0.00046620241,0.00061480515,0.0003039524],"domain_scores_gemma":[0.9981034,0.000099870085,0.0011935469,0.00027254567,0.00029245485,0.00003822149],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019276029,0.0002861939,0.00042020346,0.00008777645,0.0002559018,0.00021744265,0.00017622623,0.00009445318,0.00007178929],"category_scores_gemma":[0.00036475153,0.00027486996,0.0001400664,0.00052389235,0.00015127147,0.0013699981,0.0001009841,0.000101560094,0.000016482054],"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":[0.00042291163,0.00017243894,0.2608728,0.0017019956,0.0003141324,0.0000086065165,0.0012029357,0.03733759,0.060477894,0.59546345,0.017056813,0.024968382],"study_design_scores_gemma":[0.0019834733,0.000024482775,0.8604157,0.00017892323,0.00005718248,7.823398e-7,0.00030379847,0.08394536,0.0014950532,0.0053339056,0.046060428,0.00020090047],"about_ca_topic_score_codex":0.000008901493,"about_ca_topic_score_gemma":0.000005890423,"teacher_disagreement_score":0.5995429,"about_ca_system_score_codex":0.000050785853,"about_ca_system_score_gemma":0.000026467893,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W3038745506","doi":"","title":"Fragmentation or integration of regulatory systems: a comparitive study of how regulatory sytems deal with fragmentation.","year":2003,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"","keywords":"Fragmentation (computing); Biology; Ecology","score_opus":0.041093003115654975,"score_gpt":0.2587742365036673,"score_spread":0.21768123338801235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038745506","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":[0.9840674,0.00007721118,0.0047585033,0.00006070147,0.00015037814,0.00097282446,0.0000014744285,0.000059867718,0.009851685],"genre_scores_gemma":[0.9980784,0.0000028676284,0.00061828736,0.00007115042,0.000081854334,0.000088265326,0.000014760825,0.000018086073,0.0010263503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859565,0.000050923532,0.00044551308,0.0002549931,0.0005111083,0.00014178964],"domain_scores_gemma":[0.99852335,0.000048071288,0.0006062625,0.00022477543,0.00058696687,0.000010563084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028071686,0.00018676343,0.00036416602,0.00024673005,0.00014578787,0.00009608792,0.00010038042,0.00004002048,0.00008590914],"category_scores_gemma":[0.000023315799,0.00013390787,0.00004114605,0.00054030033,0.0001012655,0.0008598139,0.000026682124,0.000057978094,0.0000059808312],"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":[0.0015021954,0.003311509,0.48053703,0.0017731481,0.0012072793,0.000011400087,0.005999893,0.015363636,0.006232366,0.46786454,0.010648011,0.005548987],"study_design_scores_gemma":[0.004711341,0.00038690286,0.77943826,0.00040527768,0.0002393603,0.0000037081682,0.20630679,0.0048682154,0.0013916628,0.00042679568,0.0013709357,0.0004507477],"about_ca_topic_score_codex":0.00034529084,"about_ca_topic_score_gemma":0.00039599548,"teacher_disagreement_score":0.46743774,"about_ca_system_score_codex":0.000047257763,"about_ca_system_score_gemma":0.000032471544,"threshold_uncertainty_score":0.54606044},"labels":[],"label_agreement":null},{"id":"W3044941416","doi":"10.1080/13876988.2020.1788942","title":"Dealing with the Dark Side of Policy-Making: Managing Behavioural Risk and Volatility in Policy Designs","year":2020,"lang":"en","type":"article","venue":"Journal of Comparative Policy Analysis Research and Practice","topic":"Regulation and Compliance Studies","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":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Misconduct; Public policy; Great Rift; Government (linguistics); Order (exchange); Work (physics); Policy studies; Policy making; Public economics; Policy analysis; Public relations; Law and economics; Business; Economics; Political science; Public administration; Law; Engineering; Finance","score_opus":0.25994063621617625,"score_gpt":0.46288651504746614,"score_spread":0.2029458788312899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044941416","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":[0.8292641,0.0010020748,0.0055010854,0.14146997,0.0000067714245,0.0002486915,0.0000048301677,0.000007732082,0.02249475],"genre_scores_gemma":[0.99793345,0.00027357446,0.00043978906,0.0008583068,0.00046177834,0.000002723588,8.5013244e-7,0.0000065787294,0.000022953895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803656,0.00041381564,0.00047213095,0.00017691877,0.0006159111,0.00028464742],"domain_scores_gemma":[0.99619114,0.0016913925,0.0008996678,0.00013943386,0.001027508,0.000050843006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002521971,0.00014185494,0.0004874511,0.0013870043,0.00040415814,0.00031943596,0.00022763794,0.00002649868,0.000008409357],"category_scores_gemma":[0.0025740725,0.000091511545,0.00008719274,0.004116617,0.00038564528,0.0012389435,0.00018365188,0.0005269223,0.0000013094565],"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":[0.008009515,0.0003778635,0.8136829,0.000262635,0.0043499344,0.000078824116,0.020220518,0.015314681,0.0006757069,0.12153631,0.0015854321,0.013905667],"study_design_scores_gemma":[0.0016041929,0.00037795995,0.8718014,0.00012885132,0.0010618563,0.000031761632,0.032477226,0.062173776,0.00006961649,0.018551446,0.011412237,0.000309706],"about_ca_topic_score_codex":0.007132756,"about_ca_topic_score_gemma":0.0012772571,"teacher_disagreement_score":0.16866934,"about_ca_system_score_codex":0.000052677056,"about_ca_system_score_gemma":0.00016073314,"threshold_uncertainty_score":0.9994788},"labels":[],"label_agreement":null},{"id":"W3047751523","doi":"10.3386/w22571","title":"A Time to Make Laws and a Time to Fundraise? On the Relation between Salaries and Time Use for State Politicians","year":2016,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Regulation and Compliance Studies","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 Toronto","funders":"Ewing Marion Kauffman Foundation; National Science Foundation","keywords":"Relation (database); State (computer science); Law; Political science; Mathematics; Computer science; Algorithm; Data mining","score_opus":0.2467966590978387,"score_gpt":0.41530759095756076,"score_spread":0.16851093185972205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047751523","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":[0.42844856,0.00010793903,0.0002593736,0.1712148,0.00017085882,0.006447653,0.0010335309,0.00010843421,0.39220887],"genre_scores_gemma":[0.93083745,0.000012082217,0.00027181394,0.001310115,0.0016397437,0.00041571443,0.00027672027,0.00006144961,0.065174915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985744,0.000040061554,0.00033656394,0.00041617852,0.000348618,0.00028421776],"domain_scores_gemma":[0.99762887,0.0013738154,0.0001539938,0.0002063133,0.00060475833,0.00003223407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014211031,0.00017031151,0.00029683535,0.00050750776,0.000292231,0.0004261495,0.00022287418,0.000094090974,0.0003710206],"category_scores_gemma":[0.00073763705,0.00013170646,0.000057945817,0.00009936756,0.00018638828,0.00025478948,0.00062182464,0.00016312009,0.0019852326],"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":[0.00045510527,0.000048611953,0.0032323748,0.00023252727,0.00034479884,4.8480064e-7,0.00022127775,0.0010705829,0.000269559,0.8557797,0.13249794,0.0058470173],"study_design_scores_gemma":[0.0005518784,0.000057388796,0.09678928,0.000292964,0.000025587524,3.3333538e-7,0.000024498378,0.0067803394,0.000018731289,0.8048071,0.09034926,0.00030261898],"about_ca_topic_score_codex":0.00014551322,"about_ca_topic_score_gemma":0.000024931249,"teacher_disagreement_score":0.5023889,"about_ca_system_score_codex":0.0001574471,"about_ca_system_score_gemma":0.00009665919,"threshold_uncertainty_score":0.9987918},"labels":[],"label_agreement":null},{"id":"W3058764868","doi":"10.1111/rego.12354","title":"Private regulation, public policy, and the perils of adverse ontological selection","year":2020,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Westfälische Wilhelms-Universität Münster; University of Ottawa; Yale University","keywords":"Corporate governance; Scholarship; Convention; Selection (genetic algorithm); Value (mathematics); Institutionalism; Politics; Sociology; Positive economics; Law and economics; Political science; Epistemology; Economics; Law; Social science; Computer science; Management","score_opus":0.027472692862692986,"score_gpt":0.2293299503822558,"score_spread":0.2018572575195628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3058764868","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":[0.82159114,0.00057473703,0.015693944,0.12950365,0.0002149649,0.0009597686,0.000004941181,0.00028789346,0.031168958],"genre_scores_gemma":[0.9969613,0.0000386558,0.00021875526,0.0016149267,0.00074516237,0.000014674596,0.0000062571576,0.0000097438915,0.0003905322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989954,0.000019457288,0.00030297018,0.0002231264,0.00030912345,0.00014987744],"domain_scores_gemma":[0.99899304,0.000040117295,0.00061393605,0.00012733876,0.00021162882,0.000013941753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018421978,0.00012483695,0.0002101978,0.00003855049,0.00022922932,0.00006017859,0.0001275165,0.000046075304,0.00014477555],"category_scores_gemma":[0.0005036261,0.00008994393,0.00006729114,0.0006844975,0.00023643987,0.00073873653,0.000099603,0.00006278223,0.000025391697],"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":[0.00014700061,0.000012876668,0.04576257,0.00005059555,0.000020365405,1.2462041e-7,0.0001003859,0.00072455325,0.00044511794,0.946483,0.0012587279,0.0049946494],"study_design_scores_gemma":[0.0009347931,0.0000071045756,0.8642673,0.00001685253,0.000015437869,0.0000011593223,0.000037477126,0.03748741,0.00004811049,0.010155516,0.08692639,0.0001024564],"about_ca_topic_score_codex":0.000098751196,"about_ca_topic_score_gemma":0.000038160317,"teacher_disagreement_score":0.9363275,"about_ca_system_score_codex":0.00003235537,"about_ca_system_score_gemma":0.000022459759,"threshold_uncertainty_score":0.3667807},"labels":[],"label_agreement":null},{"id":"W3084227557","doi":"10.5325/transportationj.52.1.0108","title":"Toward Sustainable Trucking:","year":2013,"lang":"en","type":"article","venue":"Transportation Journal","topic":"Regulation and Compliance Studies","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":"Manitoba Beekeepers' Association; University of Manitoba","funders":"","keywords":"Tonnage; Truck; Trucking industry; Investment (military); Business; Sustainable transport; Capital investment; Fuel efficiency; Transport engineering; Consumption (sociology); Engineering; Sustainability; Finance","score_opus":0.024856764906997873,"score_gpt":0.21892843686110486,"score_spread":0.194071671954107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084227557","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":[0.9122906,0.00016982906,0.012707097,0.009806497,0.00054824294,0.00030875055,4.0826694e-7,0.0001569813,0.06401162],"genre_scores_gemma":[0.99586266,0.000010224068,0.00023769766,0.0009660809,0.000606029,0.000011399873,0.000007338206,0.000010092971,0.002288449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931514,0.000002653497,0.00022258633,0.000083121035,0.00018149671,0.00019498813],"domain_scores_gemma":[0.9994129,0.000005551816,0.00014131915,0.00005216631,0.00037504415,0.000013037228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010067125,0.000082201346,0.00009492464,0.00012038592,0.00026369613,0.00035622096,0.00009452202,0.000020606169,0.0023984388],"category_scores_gemma":[0.000010614813,0.00006951679,0.00006395641,0.00020968996,0.000023101664,0.00167124,0.0000028378768,0.000090969006,0.0003908019],"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":[0.00006742458,0.00014345201,0.2811196,0.00040520594,0.00013755832,0.00012592817,0.002057043,0.0022475487,0.0005477762,0.55871534,0.117596276,0.036836803],"study_design_scores_gemma":[0.00051796314,0.0000057323227,0.8293081,0.000017708078,0.000023217794,0.000004946238,0.004014057,0.00042264376,0.00001558074,0.045194067,0.12032963,0.0001463597],"about_ca_topic_score_codex":0.000090008965,"about_ca_topic_score_gemma":0.0000084620915,"teacher_disagreement_score":0.54818845,"about_ca_system_score_codex":0.00001356818,"about_ca_system_score_gemma":0.000012733617,"threshold_uncertainty_score":0.9985135},"labels":[],"label_agreement":null},{"id":"W3109264760","doi":"10.1108/tg-07-2020-0142","title":"Regulation in the COVID-19 pandemic and post-pandemic times: day-watchman tackling the novel coronavirus","year":2020,"lang":"en","type":"article","venue":"Transforming Government People Process and Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":21,"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":"Pandemic; Enforcement; Government (linguistics); Business; Accountability; Coronavirus disease 2019 (COVID-19); Political science; Public administration; Public relations; Law; Medicine","score_opus":0.05066897809435705,"score_gpt":0.3009980817105017,"score_spread":0.25032910361614463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109264760","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":[0.937479,0.0004944709,0.0031566424,0.05394619,0.000037366728,0.0006868522,0.00001992057,0.00008560618,0.0040939227],"genre_scores_gemma":[0.977469,0.00026756557,0.000009374216,0.021685032,0.0004043339,0.00005622059,0.000011638604,0.000014134611,0.00008265535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884486,0.000013071311,0.0002619872,0.00025461506,0.00038550852,0.00023994695],"domain_scores_gemma":[0.99960077,0.00010812972,0.0001300972,0.00010185766,0.00003057052,0.000028565997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040759944,0.00018585008,0.0001861647,0.000036043923,0.00046474984,0.00022324889,0.00019809279,0.00004577665,0.000026557933],"category_scores_gemma":[0.00012100668,0.00011706985,0.000037198355,0.00039294435,0.000082967206,0.0005589011,0.000052360076,0.00014451463,0.0000050100025],"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":[0.0005393517,0.00015459188,0.7500151,0.0026136348,0.0001107604,0.0000034392901,0.08696315,0.0025382768,0.004255314,0.082560815,0.00068652804,0.069559075],"study_design_scores_gemma":[0.0046805763,0.00009368055,0.7761254,0.00016534801,0.00021316657,0.000049831906,0.032883406,0.03487919,0.000039283936,0.010490068,0.13945006,0.0009300252],"about_ca_topic_score_codex":0.0010445113,"about_ca_topic_score_gemma":0.0012082623,"teacher_disagreement_score":0.13876353,"about_ca_system_score_codex":0.00005647857,"about_ca_system_score_gemma":0.000050208273,"threshold_uncertainty_score":0.477397},"labels":[],"label_agreement":null},{"id":"W3110914476","doi":"10.4324/9781003141600-6","title":"Turnover or roll over?","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Computer science","score_opus":0.048967971332558514,"score_gpt":0.23407017278550116,"score_spread":0.18510220145294265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110914476","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":[0.000006752454,0.00012214144,0.000095324205,0.0022456557,0.0004165793,0.00016552991,0.0000023982157,0.00021657249,0.9967291],"genre_scores_gemma":[0.0065255123,0.000024862355,0.000048425714,0.010096318,0.0029387483,0.0000048539214,0.000027942267,0.00005001306,0.9802833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991115,5.058541e-7,0.00021618075,0.00029362907,0.0002508853,0.00012733732],"domain_scores_gemma":[0.99952865,0.000012659735,0.0001775699,0.0001876042,0.000085089225,0.00000842547],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000029016584,0.00026436645,0.00030427368,0.000090574475,0.00009814951,0.00019255429,0.00017056403,0.000100290556,0.01830306],"category_scores_gemma":[0.000014391671,0.00018911042,0.0001400783,0.000047463,0.000038347138,0.00028622654,0.00023999909,0.00013250193,0.0054578977],"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":[0.000032299657,0.0000031163074,0.00006916414,0.00007351382,0.00005503394,0.000011813108,0.0000029429018,0.000002121372,0.0000013558762,0.69950783,0.29767784,0.0025629394],"study_design_scores_gemma":[0.00022413621,0.000004101427,0.0008665335,0.000054443095,0.00004819119,4.5241433e-7,0.000008286513,0.00023575115,3.933157e-7,0.043769855,0.9545133,0.00027452983],"about_ca_topic_score_codex":0.000020419004,"about_ca_topic_score_gemma":0.00009902396,"teacher_disagreement_score":0.6568355,"about_ca_system_score_codex":0.000016560249,"about_ca_system_score_gemma":0.000013172919,"threshold_uncertainty_score":0.99531645},"labels":[],"label_agreement":null},{"id":"W3111124062","doi":"10.6000/1929-4409.2020.09.172","title":"Features of Corporate Liability for Violation of Competition Law","year":2020,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Competition law; Corporation; Enforcement; Corporate law; Legislation; Business; Law and economics; Industrial organization; Economics; Relevant market; Law; Market economy; Corporate governance; Monopoly; Political science; Finance","score_opus":0.10544378056586415,"score_gpt":0.3067662917921971,"score_spread":0.20132251122633296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111124062","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":[0.98631686,0.00020201305,0.0039039112,0.007547974,0.00042470873,0.000057769954,0.0000041373905,0.000004572788,0.0015380577],"genre_scores_gemma":[0.9977382,0.000026823702,0.00036105307,0.0014490867,0.00040595472,0.0000012426854,0.000009095558,0.0000024261892,0.0000061364076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99950475,0.000015928405,0.00029816473,0.00006324096,0.000070140835,0.00004775908],"domain_scores_gemma":[0.99839205,0.000094843446,0.00073620194,0.000025260733,0.0007466838,0.0000049813393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014475416,0.00004843864,0.00019561569,0.000055309905,0.000032231976,0.00000588597,0.00010538415,0.00005910488,0.000023068587],"category_scores_gemma":[0.00011878889,0.00004107981,0.0000661545,0.000009407556,0.00034942682,0.00016511955,0.000035740177,0.00006602302,7.7633575e-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":[0.00037654687,0.00002866477,0.0075142514,0.00005468259,0.00009659996,9.265141e-7,0.00034667278,0.000053890453,0.00255416,0.9866782,0.00033752766,0.001957908],"study_design_scores_gemma":[0.001205157,0.00015773997,0.30263576,0.000027687165,0.000069227965,0.000009527196,0.00036272145,0.00046015184,0.00073161186,0.68810284,0.006169065,0.00006853561],"about_ca_topic_score_codex":0.000017664643,"about_ca_topic_score_gemma":0.0000024367912,"teacher_disagreement_score":0.29857534,"about_ca_system_score_codex":0.000005608753,"about_ca_system_score_gemma":0.000011154814,"threshold_uncertainty_score":0.16751859},"labels":[],"label_agreement":null},{"id":"W3112122969","doi":"10.1017/9781108781015.002","title":"Explaining Public Interventions in Private Governance","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Corporate governance; Business; Public good; Credibility; Public economics; Context (archaeology); Private good; Economics; Political science; Finance; Microeconomics; Law","score_opus":0.072039693924066,"score_gpt":0.21709030919937705,"score_spread":0.14505061527531105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112122969","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":[0.00019875541,0.00014545751,0.00037702837,0.0003926253,0.00024088721,0.0002711832,0.000022709435,0.00015395685,0.9981974],"genre_scores_gemma":[0.043909315,0.00006172304,0.000055101227,0.0003704529,0.00037362764,0.0000020093992,0.00004768173,0.000038519407,0.95514154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989245,0.000006312675,0.00024015033,0.00040786233,0.00020922904,0.00021197807],"domain_scores_gemma":[0.99920654,0.000017430693,0.00038763534,0.00025803884,0.000109173794,0.00002120623],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006986402,0.00026932033,0.00034312607,0.00017813688,0.00018509947,0.00016179716,0.00044149964,0.0001148823,0.00002179472],"category_scores_gemma":[0.000024625526,0.00033051643,0.00024913062,0.000031025047,0.000113476286,0.00046536408,0.0007433369,0.00030435796,0.000092247195],"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":[0.000026190295,0.0000071040413,0.00008340393,0.00023740083,0.00005405268,0.00008747747,0.000011248594,0.0000037507175,0.0000029711218,0.97567755,0.02210958,0.0016992635],"study_design_scores_gemma":[0.00050629297,0.0000052419127,0.001286326,0.000559322,0.000057517947,7.935805e-7,0.000055866833,0.00035062627,0.0000017318501,0.00011895038,0.9967237,0.0003336321],"about_ca_topic_score_codex":0.00007199167,"about_ca_topic_score_gemma":0.000023110622,"teacher_disagreement_score":0.9755586,"about_ca_system_score_codex":0.00011496944,"about_ca_system_score_gemma":0.000020259084,"threshold_uncertainty_score":0.9999147},"labels":[],"label_agreement":null},{"id":"W3114862850","doi":"10.32796/cice.2020.100.7120","title":"American Tariffs and their Impact in the EU and Spain","year":2020,"lang":"en","type":"article","venue":"Cuadernos Económicos de ICE","topic":"Regulation and Compliance 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":"Impact","funders":"","keywords":"Protectionism; International trade; Sustainability; International economics; Economics; Globalization; Value (mathematics); Business; Market economy","score_opus":0.028730281632045395,"score_gpt":0.2417572549521097,"score_spread":0.21302697332006432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114862850","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":[0.96889365,0.00045495015,0.00012349134,0.024382284,0.000021950469,0.00015639757,0.0000017226848,0.000037738282,0.0059277946],"genre_scores_gemma":[0.9815619,0.00006780621,0.000024068622,0.018008294,0.00029872605,0.000010268857,0.000002529475,0.000009471246,0.000016956043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947023,0.000017087626,0.000115326606,0.00017302814,0.0000517763,0.00017257406],"domain_scores_gemma":[0.9997289,0.00006829974,0.0000814279,0.00009040055,0.000017451599,0.000013523792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015234336,0.00012196689,0.00015733004,0.000041440853,0.00010279172,0.00020815186,0.00012539512,0.000018093822,0.000037940434],"category_scores_gemma":[0.00006165313,0.00007744389,0.000031099196,0.00021646782,0.00010676438,0.00025625815,0.00008114061,0.000101964746,0.000028851491],"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":[0.00011742473,0.00006978097,0.8557905,0.00017070475,0.000092643044,0.000018275075,0.0071111224,0.00013634849,0.00078646565,0.009609855,0.013838571,0.112258315],"study_design_scores_gemma":[0.00039977726,0.000020863823,0.8833475,0.000018139739,0.000011077081,0.000005364768,0.0069907694,0.019437848,0.000013629722,0.0012048011,0.08836489,0.00018533503],"about_ca_topic_score_codex":0.00035586662,"about_ca_topic_score_gemma":0.00013837006,"teacher_disagreement_score":0.11207298,"about_ca_system_score_codex":0.000009920141,"about_ca_system_score_gemma":0.000006883973,"threshold_uncertainty_score":0.315807},"labels":[],"label_agreement":null},{"id":"W3117387937","doi":"10.2139/ssrn.3684840","title":"Regulatory Transparency and the Alignment of Private and Public Enforcement","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transparency (behavior); Enforcement; Business; Political science; Computer security; Computer science; Law","score_opus":0.017911170772559395,"score_gpt":0.2046730581295649,"score_spread":0.1867618873570055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117387937","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":[0.9282322,0.010095268,0.0062627844,0.045899335,0.00011755736,0.00038208667,5.291555e-7,0.00003724996,0.008972996],"genre_scores_gemma":[0.996707,0.0020735033,0.000012171864,0.00088035135,0.00023803691,0.0000042361985,7.0282124e-7,0.0000066250486,0.00007734684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990057,0.000011789324,0.00021943175,0.000104153405,0.00018726582,0.00047168956],"domain_scores_gemma":[0.99969393,0.000011397971,0.00017238369,0.000063940046,0.00004579605,0.000012542305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005252344,0.00008813538,0.00014594183,0.000037188973,0.00019895994,0.000087184744,0.00011294463,0.000015116922,0.000028399338],"category_scores_gemma":[0.000022035158,0.000056480385,0.00004202213,0.00011593077,0.00012807598,0.00027393902,0.000057135872,0.00021007002,0.0000026902912],"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":[0.00006136404,0.000008261578,0.007373896,0.000028960943,0.00009123069,1.8967246e-7,0.00014992355,0.000012316626,0.00007265496,0.981364,0.00009129638,0.010745913],"study_design_scores_gemma":[0.00838148,0.00015619944,0.057856932,0.00007335749,0.00025296622,0.000037070367,0.010189652,0.0049550277,0.000059962407,0.82707644,0.09051435,0.00044657115],"about_ca_topic_score_codex":0.000019000548,"about_ca_topic_score_gemma":0.000036180154,"teacher_disagreement_score":0.15428756,"about_ca_system_score_codex":0.00003085694,"about_ca_system_score_gemma":0.00005724992,"threshold_uncertainty_score":0.23032032},"labels":[],"label_agreement":null},{"id":"W3117595699","doi":"","title":"Beaulieu-Guay LR, Tremblay-Faulkner M, Montpetit E. 2020. Does Business Influence Government Regulations? New Evidence from Canadian Impact Assessments, Regulation & Governance.","year":2020,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Corporate governance; Political science; Public administration; Business; Economics; Management; Linguistics; Philosophy","score_opus":0.025594210051541857,"score_gpt":0.2617425288418282,"score_spread":0.23614831879028633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117595699","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":[0.868311,0.0010929779,0.00421142,0.10226611,0.00090787344,0.0011644848,0.00007656539,0.0004342471,0.021535331],"genre_scores_gemma":[0.988309,0.00018158423,0.0010910241,0.004900672,0.0018474999,0.000029632854,0.00007722064,0.00004457506,0.0035187805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971355,0.000018125938,0.000583446,0.0007406802,0.00101234,0.0005098762],"domain_scores_gemma":[0.99842405,0.000071359704,0.00046842918,0.0005041257,0.0003800642,0.0001519644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015290653,0.0004377756,0.00041467277,0.00005583877,0.00056873483,0.0006303955,0.0004941219,0.00010982794,0.0041785454],"category_scores_gemma":[0.00029893138,0.000336729,0.00014066897,0.0012023329,0.00007031882,0.003700104,0.00029555956,0.00015488084,0.0005070705],"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":[0.00028004008,0.00007598426,0.6962613,0.00013751928,0.00029993663,0.000025865089,0.0004876674,0.037470367,0.0043297755,0.0058466545,0.2283517,0.026433222],"study_design_scores_gemma":[0.00052482064,0.000011511733,0.906542,0.00020659107,0.00007673338,5.54288e-7,0.00019967792,0.015153819,0.00007523121,0.0013217744,0.07542798,0.00045931237],"about_ca_topic_score_codex":0.23947321,"about_ca_topic_score_gemma":0.11922869,"teacher_disagreement_score":0.21028072,"about_ca_system_score_codex":0.000504315,"about_ca_system_score_gemma":0.00025846026,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W3120128039","doi":"10.1016/j.reseneeco.2020.101215","title":"Environmental regulation and safety outcomes: Evidence from energy pipelines in Canada","year":2021,"lang":"en","type":"article","venue":"Resource and Energy Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline transport; Natural resource economics; Environmental science; Economics; Business; Environmental engineering","score_opus":0.013055807076305954,"score_gpt":0.1718082292928576,"score_spread":0.15875242221655164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120128039","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":[0.9939272,0.0015985197,0.000090345,0.0017223738,0.00007958666,0.000011694537,0.000004776193,0.000008868797,0.002556683],"genre_scores_gemma":[0.99557066,0.0014696423,0.000041334344,0.0019159362,0.00019947402,0.0000038134117,0.000046119938,0.000009270103,0.00074376573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993902,0.0000074846353,0.00020801564,0.00023196977,0.000045184923,0.000117166644],"domain_scores_gemma":[0.99971724,0.00006197472,0.000081721504,0.00011911997,0.000007693061,0.000012254384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036519683,0.000106548236,0.00017157457,0.000038000533,0.00009467466,0.000072957075,0.000047324986,0.000027661561,0.00006935369],"category_scores_gemma":[0.000013384305,0.00010835029,0.000019197294,0.00004630743,0.000026896174,0.00027566822,0.00012539986,0.000026020987,0.0000012966914],"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":[0.000036104873,0.000011953748,0.91028666,0.000012701159,0.000030823874,0.000006798678,0.0000410597,0.0048835543,0.00005993723,0.0063856854,0.0009851105,0.07725959],"study_design_scores_gemma":[0.00026321,9.568864e-7,0.6539094,0.000030789546,0.000009574736,0.000001043897,0.0006872881,0.025461683,0.000029641813,0.001205877,0.31825653,0.00014403094],"about_ca_topic_score_codex":0.44108075,"about_ca_topic_score_gemma":0.8239397,"teacher_disagreement_score":0.38285893,"about_ca_system_score_codex":0.000089626956,"about_ca_system_score_gemma":0.000029417433,"threshold_uncertainty_score":0.56264114},"labels":[],"label_agreement":null},{"id":"W3121455439","doi":"10.2139/ssrn.1739203","title":"Collateral Damage: The 'War on Drugs,' and the Latin America and Caribbean Region: Policy Recommendations for the Obama Administration","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Simon Fraser University","funders":"","keywords":"Collateral damage; Latin Americans; Administration (probate law); Caribbean region; Collateral; Political science; Development economics; Medicine; Economics; Law; Criminology; Psychology","score_opus":0.031527400322786885,"score_gpt":0.2564798462676623,"score_spread":0.2249524459448754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121455439","genre_codex":"commentary","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":[0.16992648,0.0028384614,0.0076646362,0.7822416,0.00067523273,0.0019840566,0.0000052813216,0.000090511516,0.03457379],"genre_scores_gemma":[0.9938299,0.0014612951,0.00002844537,0.0028200357,0.00087456213,0.000034907192,0.0000030090948,0.0000101043715,0.0009377135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991487,0.0000329891,0.00016991296,0.00010946762,0.000100489495,0.00043839097],"domain_scores_gemma":[0.9994324,0.00012918038,0.00021527214,0.00013242321,0.000083468076,0.0000072880484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053041807,0.000105895946,0.000099910736,0.00005043069,0.0014198786,0.00020630317,0.00016088043,0.000019581348,0.000009570035],"category_scores_gemma":[0.000056315523,0.000050066737,0.000051484494,0.00018665325,0.00020120153,0.00022281226,0.00004764258,0.0003237815,0.000003845546],"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":[0.00033896047,0.00001985204,0.0011780123,0.0000066019593,0.00012968446,2.6452136e-7,0.001276795,0.0000075491866,0.0000018264168,0.9118612,0.00542637,0.079752885],"study_design_scores_gemma":[0.003128674,0.00019648639,0.047425214,0.00004019925,0.00022394213,0.00007131039,0.03385108,0.005099234,0.0000056356976,0.62567455,0.28400463,0.00027904732],"about_ca_topic_score_codex":0.00024466772,"about_ca_topic_score_gemma":0.00048087962,"teacher_disagreement_score":0.82390344,"about_ca_system_score_codex":0.000050771872,"about_ca_system_score_gemma":0.00012688262,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W3121526809","doi":"","title":"Six Principles for Integrating Non-Governmental Environmental Standards into Smart Regulation","year":2008,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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":"Standardization; Process (computing); Government (linguistics); Stakeholder; Business; Order (exchange); Technical standard; Process management; Computer science; Public relations; Political science; Finance","score_opus":0.018577824336292625,"score_gpt":0.23528309958209884,"score_spread":0.2167052752458062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121526809","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":[0.9272049,0.00016535983,0.0044744904,0.00068356254,0.00060227816,0.00077905785,0.00003534044,0.0001689183,0.06588607],"genre_scores_gemma":[0.99328685,0.000013297667,0.0022971246,0.000887048,0.00093861343,0.00009523984,0.00009161334,0.00003358815,0.0023566275],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984813,0.000007673839,0.00035466006,0.0003399567,0.00054729724,0.00026913587],"domain_scores_gemma":[0.9994203,0.000030770603,0.00022566618,0.00023150785,0.000066738256,0.000025027945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026084864,0.0002213847,0.00022532554,0.00005532275,0.00089367566,0.00015923489,0.00017604497,0.000059174905,0.0004335394],"category_scores_gemma":[0.000075924385,0.00020745938,0.00012815274,0.00012107311,0.00015421465,0.0010224395,0.00017076815,0.000104237304,0.00016832445],"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":[0.00066748797,0.00048847956,0.52572614,0.0004996725,0.00028529123,0.000019033958,0.0007655269,0.0007710671,0.025876978,0.37810716,0.055609178,0.011183991],"study_design_scores_gemma":[0.0016494909,0.000045533503,0.2011063,0.00010530098,0.00004257461,0.000005054004,0.001543897,0.0075838426,0.0014729053,0.0033806725,0.7825352,0.0005292435],"about_ca_topic_score_codex":0.0003223347,"about_ca_topic_score_gemma":0.00066020497,"teacher_disagreement_score":0.726926,"about_ca_system_score_codex":0.00035772892,"about_ca_system_score_gemma":0.000023332504,"threshold_uncertainty_score":0.8459948},"labels":[],"label_agreement":null},{"id":"W3121561728","doi":"10.1177/0002716217696085","title":"Intermediary Complexity in Regulatory Governance","year":2017,"lang":"en","type":"article","venue":"The Annals of the American Academy of Political and Social Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":60,"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; University of Oxford; Oriel College, University of Oxford","keywords":"Intermediary; Orchestration; Delegation; Corporate governance; Business; Regulatory state; Regulatory authority; Law and economics; Public administration; Political science; Law; Economics; Finance","score_opus":0.1623000235202946,"score_gpt":0.39164666904204154,"score_spread":0.22934664552174694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121561728","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":[0.88683844,0.000024278599,0.0000015221023,0.0979287,0.00003916444,0.00005191613,0.0000022384663,0.0000040253803,0.015109732],"genre_scores_gemma":[0.9933218,0.0000120719005,0.000006892487,0.006395853,0.00019333934,0.0000014597318,3.3849556e-8,0.0000020520836,0.00006654013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991727,0.000014324527,0.00015630366,0.000114154514,0.00029402203,0.00024853044],"domain_scores_gemma":[0.99937844,0.000035289366,0.0004026329,0.00012754524,0.00004554151,0.000010522295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054453826,0.000059915503,0.00017927469,0.000023125147,0.0006186088,0.00005024606,0.00091561174,0.000012320856,0.0000049124287],"category_scores_gemma":[0.0002183673,0.00003464364,0.000053016585,0.00017551998,0.013480695,0.00033362757,0.00064911455,0.0001009402,0.000001951583],"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":[0.000012515943,0.000011811066,0.024180325,0.000013244244,0.0000026884532,4.6848964e-8,0.00006929692,2.4495333e-7,0.00020722624,0.9706632,0.00034540478,0.004493977],"study_design_scores_gemma":[0.00004757581,0.0000026190303,0.8801274,0.000020468142,0.0000029102123,1.4400523e-7,0.00027238613,0.00012105187,0.0002266298,0.11835638,0.0007820582,0.000040414765],"about_ca_topic_score_codex":0.00081896374,"about_ca_topic_score_gemma":0.000015410786,"teacher_disagreement_score":0.855947,"about_ca_system_score_codex":0.0000075265516,"about_ca_system_score_gemma":0.000014146495,"threshold_uncertainty_score":0.98920405},"labels":[],"label_agreement":null},{"id":"W3121691988","doi":"","title":"Opaque Transparency: How Material Affordances Shape Intermediary Work","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"McGill University","funders":"","keywords":"Transparency (behavior); Affordance; Legislation; Mandate; Business; Work (physics); Hydraulic fracturing; Public relations; Meaning (existential); Political science; Law; Engineering; Psychology; Petroleum engineering","score_opus":0.013948829922330182,"score_gpt":0.22021169035456087,"score_spread":0.2062628604322307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121691988","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":[0.9542588,0.0011907546,0.008223309,0.011921935,0.0037977723,0.00022251588,0.0000015927113,0.00018404244,0.020199304],"genre_scores_gemma":[0.99002725,0.00038946763,0.0000653582,0.000494314,0.0077301655,0.000008349258,0.0000052889113,0.000021358648,0.0012584322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980993,0.0000116508145,0.00020605641,0.00018917286,0.00022419236,0.0012696141],"domain_scores_gemma":[0.9995399,0.000009099656,0.0001899532,0.00011412817,0.00013415088,0.00001275463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049689703,0.00017246822,0.00018537424,0.00012791743,0.00041894888,0.00040030834,0.00032909194,0.000043710595,0.0004069135],"category_scores_gemma":[0.000023816321,0.00013987081,0.00009418641,0.00029499814,0.00014820362,0.00087623345,0.000053635118,0.00041344806,0.00017734879],"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":[0.0010175139,0.00017290171,0.05601921,0.00009915402,0.00056709704,0.000018045828,0.00051711645,0.000012957258,0.0012098416,0.5525988,0.019866219,0.36790118],"study_design_scores_gemma":[0.0020381554,0.0002633603,0.07682841,0.00031102006,0.00016380934,0.00011951341,0.004495351,0.0008751624,0.0002773087,0.7298124,0.18377292,0.0010425812],"about_ca_topic_score_codex":0.000014703576,"about_ca_topic_score_gemma":0.00047815137,"teacher_disagreement_score":0.3668586,"about_ca_system_score_codex":0.000114325325,"about_ca_system_score_gemma":0.00015362795,"threshold_uncertainty_score":0.57037663},"labels":[],"label_agreement":null},{"id":"W3121801856","doi":"10.60082/2817-5069.2983","title":"Re-Thinking Executive Control of and Accountability for the Agency","year":2016,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Presidential system; Agency (philosophy); Public administration; Political science; Government (linguistics); Politics; Separation of powers; Control (management); Administrative law; Executive branch; Law; Law and economics; Sociology; Management; Economics","score_opus":0.03357194336226889,"score_gpt":0.2645444452645928,"score_spread":0.23097250190232393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121801856","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":[0.051076155,0.0045068106,0.26314956,0.0593199,0.0019818244,0.0017696649,0.000029176708,0.00012897563,0.61803794],"genre_scores_gemma":[0.9983055,0.000057883804,0.00016482663,0.0007563296,0.0005712154,0.000011082038,2.4251042e-7,0.000008123022,0.00012478855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993139,0.000010389791,0.00023706513,0.00011212147,0.00017344358,0.00015306263],"domain_scores_gemma":[0.99910426,0.0002135939,0.00027695802,0.00011865443,0.00027848413,0.000008063834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006044724,0.00009182536,0.00015718123,0.000027161992,0.00062716386,0.00013507022,0.00016401117,0.000026069236,0.00007227905],"category_scores_gemma":[0.00009458724,0.000045609297,0.00008532938,0.000054163116,0.00014903067,0.0005479754,0.000056861747,0.000060003633,0.0000051309125],"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":[0.0001680711,0.000035773544,0.018831134,0.000057014797,0.0001214276,0.0000010170519,0.0001671326,0.000016067412,0.00059120194,0.94316006,0.0014978042,0.035353303],"study_design_scores_gemma":[0.0030744406,0.00003209305,0.082883045,0.00022202353,0.00017716174,0.000009145926,0.0012118375,0.0012003809,0.00011008997,0.85846776,0.052379854,0.00023215679],"about_ca_topic_score_codex":0.0006067595,"about_ca_topic_score_gemma":0.0030380876,"teacher_disagreement_score":0.9472293,"about_ca_system_score_codex":0.000014237435,"about_ca_system_score_gemma":0.000006955963,"threshold_uncertainty_score":0.48237005},"labels":[],"label_agreement":null},{"id":"W3121891397","doi":"","title":"Incentives for pollution control - regulation and public disclosure","year":2000,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Enforcement; Incentive; Business; Context (archaeology); Public economics; Control (management); Public disclosure; Sanctions; Environmental economics; Economics; Engineering; Political science; Microeconomics","score_opus":0.03787735974231247,"score_gpt":0.2893495202324571,"score_spread":0.2514721604901446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121891397","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":[0.81179196,0.0007124022,0.00022285728,0.012936722,0.000787314,0.0036844846,0.00008250477,0.00015844981,0.16962329],"genre_scores_gemma":[0.9961053,0.0011863103,0.00009510845,0.00022100749,0.00084030366,0.0003200652,0.00011528786,0.00003170004,0.0010849031],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983761,0.000038729275,0.00038976976,0.0005801013,0.00016289171,0.00045245228],"domain_scores_gemma":[0.99916506,0.00010475775,0.00020542958,0.0003342048,0.00016909672,0.000021449028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007773926,0.00021150048,0.00034903333,0.0004917756,0.0003397031,0.00056056865,0.00023133583,0.00018900783,0.00007708657],"category_scores_gemma":[0.00020095392,0.00021615911,0.000104250044,0.00012695258,0.00024980816,0.0004985628,0.0003571143,0.00033639206,0.000007818603],"study_design_candidate":"design_other","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":[0.0005797374,0.00020563515,0.09531763,0.0008727999,0.00022895559,0.00000207919,0.00014534418,0.008623494,0.000077171324,0.04505681,0.0010554055,0.84783494],"study_design_scores_gemma":[0.002527404,0.000023864952,0.57903963,0.00027425544,0.000031359254,0.0000010043736,0.00079830457,0.11267896,0.0000040244586,0.06881869,0.2351949,0.00060758635],"about_ca_topic_score_codex":0.000053725686,"about_ca_topic_score_gemma":0.0002650811,"teacher_disagreement_score":0.84722733,"about_ca_system_score_codex":0.00018795487,"about_ca_system_score_gemma":0.00007109882,"threshold_uncertainty_score":0.8814713},"labels":[],"label_agreement":null},{"id":"W3122100396","doi":"10.1007/978-3-030-29980-4_7","title":"Public Servants and Regulator Capture in Energy and Environmental Governance","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Legitimacy; Regulatory state; Corporate governance; Accountability; Public administration; Political science; Government (linguistics); Context (archaeology); CONTEST; State (computer science); Public interest; Public relations; Business; Law; Politics; Geography","score_opus":0.022684039217954442,"score_gpt":0.17301460540108238,"score_spread":0.15033056618312793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122100396","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":[0.0038107978,0.011228037,0.000016392418,0.002810284,0.00021076591,0.00011626291,0.000010877808,0.000042757783,0.9817538],"genre_scores_gemma":[0.3246948,0.0022735726,0.000037264843,0.0022475633,0.00034584408,0.0000065762615,0.00007331529,0.0000346103,0.6702864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999149,0.0000014099535,0.00017856575,0.00035278223,0.00017506338,0.00014312983],"domain_scores_gemma":[0.9996706,0.000008568208,0.00014076363,0.00015186603,0.000017091863,0.00001107997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000038413953,0.00022698923,0.00026375323,0.0000633184,0.000077666264,0.00017828873,0.00006891017,0.00012005021,0.0008301883],"category_scores_gemma":[0.0000049995692,0.00021020876,0.000034993067,0.000028066655,0.0000879842,0.00039444343,0.00030245565,0.00007954272,0.000011854642],"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":[0.000006327493,0.000011038707,0.009233887,0.00008101796,0.000037468737,0.000023045688,0.000010576641,0.0000015258796,0.000013967497,0.96619374,0.008216193,0.016171198],"study_design_scores_gemma":[0.00029915426,0.0000017549545,0.054152034,0.000119701326,0.000016094644,0.0000043010373,0.00007892935,0.00045468152,0.000001245905,0.010880791,0.93368804,0.00030328298],"about_ca_topic_score_codex":0.0000918992,"about_ca_topic_score_gemma":0.0010447843,"teacher_disagreement_score":0.95531297,"about_ca_system_score_codex":0.000027594544,"about_ca_system_score_gemma":0.0000067116525,"threshold_uncertainty_score":0.9089979},"labels":[],"label_agreement":null},{"id":"W3122791666","doi":"","title":"Regulatory Cooperation in International Trade and Its Transformative Effects on Executive Power","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"International trade; Negotiation; Globalization; Regulatory reform; Business; Trade barrier; Economic integration; International economics; Economics; Political science; Market economy","score_opus":0.012328155358604067,"score_gpt":0.2391230259722,"score_spread":0.22679487061359593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122791666","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":[0.8353801,0.00012854303,0.000091341135,0.0038519627,0.0006974101,0.00040166697,0.0000028162196,0.00007941397,0.15936676],"genre_scores_gemma":[0.9954006,0.000009040618,0.000025016003,0.0036669415,0.00053390424,0.000027414937,0.000009889475,0.000010684653,0.0003165024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992903,0.0000145594995,0.00017131785,0.0001991008,0.00017899416,0.00014576773],"domain_scores_gemma":[0.99975574,0.000028015938,0.000063470776,0.000083065854,0.00005617863,0.000013546837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013393589,0.00013002809,0.00013332024,0.00010595792,0.00017477154,0.00013723334,0.000094247705,0.00004468882,0.00013843257],"category_scores_gemma":[0.00003901622,0.00011705264,0.000028429436,0.00017062848,0.00006964427,0.0010297068,0.00003235457,0.00010024993,0.00019444658],"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":[0.0003411108,0.00011721831,0.0035550944,0.000097179116,0.000073436684,0.00001104528,0.0012248383,0.000052382093,0.0024200135,0.9787716,0.008382263,0.004953792],"study_design_scores_gemma":[0.005071582,0.00022557817,0.61121076,0.0006851315,0.000038810722,0.0000054097036,0.0011137979,0.0070605166,0.008170895,0.008692834,0.356847,0.00087771553],"about_ca_topic_score_codex":0.00003346756,"about_ca_topic_score_gemma":0.00020602284,"teacher_disagreement_score":0.97007877,"about_ca_system_score_codex":0.000037205635,"about_ca_system_score_gemma":0.0000069014045,"threshold_uncertainty_score":0.47732678},"labels":[],"label_agreement":null},{"id":"W3122800110","doi":"10.1177/0951629806061859","title":"Structural Reform Litigation","year":2006,"lang":"en","type":"article","venue":"Journal of Theoretical Politics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Plaintiff; Agency (philosophy); Legislature; Interest group; Negotiation; Mandate; Statutory law; Law and economics; Bureaucracy; Economics; Political science; Public administration; Business; Law; Politics; Sociology","score_opus":0.011436166300214972,"score_gpt":0.2360932170294789,"score_spread":0.22465705072926395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122800110","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":[0.81080365,0.000053980068,0.00062790525,0.0055592507,0.00049189193,0.000037612153,8.3443365e-7,0.000019043382,0.18240584],"genre_scores_gemma":[0.9952758,9.918147e-7,0.00031703728,0.00078642846,0.0034333838,2.6678956e-7,0.0000019340805,0.0000072458106,0.00017693668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992475,0.000005152307,0.00031826997,0.000047293273,0.00022556953,0.00015621287],"domain_scores_gemma":[0.99939454,0.000020955968,0.00021798971,0.000069251815,0.00028658015,0.000010689261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014221887,0.00007252727,0.00013102076,0.00008544339,0.00009574727,0.00010508373,0.00011059334,0.000029173805,0.00013829052],"category_scores_gemma":[0.00006353361,0.000050455517,0.00008873773,0.000096088006,0.00022121382,0.00033897764,0.000035128276,0.00009124139,0.000030838408],"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":[0.000008885844,0.000009135828,0.001628094,0.000015643427,0.0000069891266,0.000003104756,0.000005157281,0.00002873739,0.000035436376,0.99668145,0.0013574293,0.00021993877],"study_design_scores_gemma":[0.00022506049,0.000010399866,0.034569696,0.00002314965,0.000026944259,0.000013743449,0.000086625456,0.0017337347,0.00008122242,0.9558258,0.007334816,0.00006882676],"about_ca_topic_score_codex":0.000028334496,"about_ca_topic_score_gemma":0.0000013250286,"teacher_disagreement_score":0.18447214,"about_ca_system_score_codex":0.00005579339,"about_ca_system_score_gemma":0.000010057138,"threshold_uncertainty_score":0.20575163},"labels":[],"label_agreement":null},{"id":"W3122843173","doi":"","title":"Welfare Law, Welfare Fraud and the Moral Regulation of the 'Never Deserving' Poor","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"York University; Simon Fraser University","funders":"","keywords":"Criminalization; Welfare; Sociology; Welfare state; Social Welfare; Criminal law; Restructuring; Poverty; Political science; Law and economics; Law; Criminology; Politics","score_opus":0.00925751211774546,"score_gpt":0.20110336430871922,"score_spread":0.19184585219097378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122843173","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":[0.72490793,0.003267154,0.0012259304,0.24973024,0.0005631708,0.0005262026,0.0000011812583,0.000059645354,0.019718545],"genre_scores_gemma":[0.9982303,0.00009583377,0.000019259565,0.00090235396,0.0003725001,0.000004410247,0.0000011428194,0.000012290337,0.00036191836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99886054,0.000018734716,0.00021617275,0.000111992544,0.00025312224,0.0005394189],"domain_scores_gemma":[0.9994193,0.0000087983235,0.00026284688,0.00015752196,0.00014574282,0.000005804819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060852093,0.00011385471,0.0001449305,0.000044132616,0.00093666854,0.00012027588,0.00026131104,0.000034452485,0.000042690983],"category_scores_gemma":[0.000036679638,0.00006148605,0.00010451816,0.00023317967,0.00018668604,0.00057177735,0.00012676527,0.00039767922,0.000006192324],"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":[0.00005539778,0.000011829445,0.0027785292,0.000012978005,0.000042576958,1.3857512e-7,0.000040792613,0.00042005585,0.000025491978,0.9947259,0.000055957462,0.001830359],"study_design_scores_gemma":[0.0020368705,0.000011674383,0.18085541,0.00004109374,0.00007045551,0.000028488175,0.0019077157,0.00038619412,0.000021387294,0.798991,0.0155330105,0.00011670499],"about_ca_topic_score_codex":0.00046251388,"about_ca_topic_score_gemma":0.0015189776,"teacher_disagreement_score":0.27332237,"about_ca_system_score_codex":0.00010424449,"about_ca_system_score_gemma":0.00006305751,"threshold_uncertainty_score":0.72041917},"labels":[],"label_agreement":null},{"id":"W3123246593","doi":"10.2139/ssrn.2744563","title":"Private Politics and Public Regulation","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Politics; Public administration; Political science; Law and economics; Business; Law; Sociology","score_opus":0.02838782525361648,"score_gpt":0.23876418659614615,"score_spread":0.21037636134252968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123246593","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":[0.94874525,0.0016924994,0.00912225,0.013180309,0.0004028287,0.00012714328,1.9979969e-7,0.0001018954,0.026627652],"genre_scores_gemma":[0.99702,0.00014797355,0.000047383663,0.00041938457,0.00095733715,0.0000016897841,0.000002595696,0.000011003008,0.0013926523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986768,0.000007765966,0.00014950358,0.00009972763,0.0001920591,0.0008741651],"domain_scores_gemma":[0.9995828,0.000005749048,0.00012988357,0.00007748564,0.00018445411,0.000019579047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059226016,0.000086246204,0.00009279412,0.00012616473,0.00023356496,0.0002725691,0.0000949895,0.000026119678,0.000012393616],"category_scores_gemma":[0.000085383756,0.00007375393,0.0000278442,0.00017793033,0.000041751042,0.00082710077,0.00006105773,0.00028000158,0.00005708615],"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":[0.000005839282,0.000010988874,0.023815015,0.000004277258,0.000024292682,3.2474605e-7,0.00001593462,0.000010374011,0.000011416472,0.9674518,0.00067989825,0.007969856],"study_design_scores_gemma":[0.00049518555,0.000015238349,0.022224197,0.0000070411943,0.000015448,0.00004288,0.001082989,0.0009947994,0.0000019922506,0.8948951,0.080115244,0.000109923436],"about_ca_topic_score_codex":0.000033595632,"about_ca_topic_score_gemma":0.00019050633,"teacher_disagreement_score":0.07943535,"about_ca_system_score_codex":0.00016993776,"about_ca_system_score_gemma":0.00017873284,"threshold_uncertainty_score":0.3007598},"labels":[],"label_agreement":null},{"id":"W3123340833","doi":"10.55016/ojs/sppp.v9i1.42605","title":"Getting Financial Regulations Right: Avoiding Unintended Effects","year":2016,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Regulation and Compliance Studies","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":"University of Calgary","funders":"","keywords":"Business; Unintended consequences; Finance; Accounting; Political science","score_opus":0.03145335400629221,"score_gpt":0.2693312930003761,"score_spread":0.2378779389940839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123340833","genre_codex":"commentary","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":[0.068860054,0.00015021263,0.025449442,0.6401273,0.0004866115,0.0009026816,0.000017878468,0.00069500157,0.26331082],"genre_scores_gemma":[0.98883444,0.000007412672,0.00019706534,0.0020766319,0.0018306518,0.00014030066,0.000012658708,0.000021772543,0.0068790955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99849784,0.00006267371,0.00043204144,0.00025763124,0.00031990503,0.00042993427],"domain_scores_gemma":[0.99777585,0.00028633655,0.0004622589,0.0006976454,0.00073309516,0.00004482439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008516606,0.00017844638,0.0002076667,0.0007329747,0.0010076995,0.0003319533,0.0007005657,0.000061279585,0.0003869594],"category_scores_gemma":[0.0082591195,0.00010571176,0.00013892878,0.0020128165,0.0003710912,0.0020471637,0.00028585695,0.00015763345,0.00049711415],"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":[0.0000023007563,0.0000379548,0.0060416525,0.000021348502,0.000029720977,9.638112e-8,0.000023879444,0.000003997911,0.0011747986,0.94864106,0.037537288,0.0064859292],"study_design_scores_gemma":[0.0005029941,0.000005166957,0.58855945,0.000061047926,0.000032511583,0.0000026248645,0.00008164569,0.00022109973,0.00014178768,0.19490704,0.21527949,0.00020512853],"about_ca_topic_score_codex":0.00023338114,"about_ca_topic_score_gemma":0.00008758004,"teacher_disagreement_score":0.9199744,"about_ca_system_score_codex":0.00009722639,"about_ca_system_score_gemma":0.00027454772,"threshold_uncertainty_score":0.98875344},"labels":[],"label_agreement":null},{"id":"W3123623169","doi":"","title":"Between Regulatory Field Structuring and Organizational Roles: Intermediation in the Field of Sustainable Urban Development","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regulation and Compliance Studies","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":"Concordia University","funders":"","keywords":"Intermediation; Problematization; Economic system; Political science; Intermediary; Corporate governance; Decentralization; Marketization; Economic geography; Public administration; Industrial organization; Business; Economics; Marketing; Management","score_opus":0.018084375520189967,"score_gpt":0.27674404796981295,"score_spread":0.25865967244962296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123623169","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":[0.97933805,0.00004833424,0.000014299605,0.0008247977,0.00008953342,0.00037406152,9.2975944e-7,0.000010128214,0.019299846],"genre_scores_gemma":[0.9986559,0.000107963184,0.00010473441,0.00022199005,0.0005637273,0.000041031366,0.000028147397,0.0000132254645,0.00026326737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882776,0.000031514774,0.0004002702,0.0002991609,0.00018685033,0.00025443255],"domain_scores_gemma":[0.99904823,0.00031813496,0.0001846775,0.00026305995,0.00017755247,0.000008334968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096023653,0.00012824728,0.00021994374,0.0004047552,0.00014164446,0.0001500533,0.0003434224,0.0001324282,0.000052985484],"category_scores_gemma":[0.00051213434,0.00011521728,0.000026418431,0.00015777755,0.00010332033,0.0001812353,0.0009219543,0.00035250097,0.0000017898203],"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":[0.000042815154,0.000031469666,0.94348323,0.0006966113,0.000054059074,0.0000045097395,0.0019174821,0.0004389863,0.000006643963,0.007985968,0.0008197007,0.044518523],"study_design_scores_gemma":[0.0003386645,0.000015967147,0.9657671,0.00023383566,0.0000066912075,3.687584e-7,0.005414485,0.0011067612,0.00016645162,0.0113587575,0.0153716365,0.00021931516],"about_ca_topic_score_codex":0.00006048201,"about_ca_topic_score_gemma":0.00020758447,"teacher_disagreement_score":0.044299208,"about_ca_system_score_codex":0.00013655935,"about_ca_system_score_gemma":0.00011878327,"threshold_uncertainty_score":0.46984243},"labels":[],"label_agreement":null},{"id":"W3124353307","doi":"","title":"Negotiating the Interface of Environmental and Economic Governance: Nova Scotia's Environmental Goals and Sustainable Prosperity Act","year":2012,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Prosperity; Accountability; Negotiation; Government (linguistics); Sustainable development; Context (archaeology); Legislature; Corporate governance; Political science; Public administration; Business; Economic growth; Economics; Law; Geography; Finance","score_opus":0.00866917361245281,"score_gpt":0.2235289999746844,"score_spread":0.21485982636223158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124353307","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":[0.9874012,0.0038497853,0.000008315653,0.00028676618,0.00017058337,0.00035348206,0.000008847817,0.000014961748,0.007906077],"genre_scores_gemma":[0.9986261,0.00009201746,0.00003822777,0.0002587409,0.00034966134,0.000010503982,0.0000041798803,0.000014983021,0.0006055599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991213,0.000014221456,0.00020767932,0.000196028,0.0001459431,0.0003148244],"domain_scores_gemma":[0.99957335,0.000024648061,0.0002008055,0.0001758579,0.0000060196435,0.000019324756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034244938,0.0001553053,0.00017717888,0.000016499638,0.00027067802,0.000175311,0.000119208686,0.000035161855,0.0006651009],"category_scores_gemma":[0.000015296535,0.00012408638,0.000033943743,0.00002973447,0.0002651107,0.0013017346,0.0004247792,0.000103314145,0.00012847946],"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":[0.000026185322,0.0000635169,0.9670027,0.00008133935,0.00004252125,4.771834e-7,0.00013970245,0.000078726705,0.0013583755,0.028802503,0.0009337099,0.0014702242],"study_design_scores_gemma":[0.00051593385,0.000009857208,0.95336676,0.000020681588,0.00003903607,0.0000030983533,0.0024419504,0.0005850676,0.0002928196,0.00030726462,0.04223186,0.00018565728],"about_ca_topic_score_codex":0.0010468375,"about_ca_topic_score_gemma":0.00011071627,"teacher_disagreement_score":0.04129815,"about_ca_system_score_codex":0.0000860936,"about_ca_system_score_gemma":0.000005395333,"threshold_uncertainty_score":0.7282388},"labels":[],"label_agreement":null},{"id":"W3124420481","doi":"","title":"Information Asymmetries and Regulatory Decision Costs: An Analysis of U.S. Electric Utility Rate Changes 1980-2000","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Exploit; Information asymmetry; Regulatory reform; Business; Regulator; Electric utility; Natural experiment; Public economics; Economics; Microeconomics; Industrial organization; Computer science","score_opus":0.009054453405453586,"score_gpt":0.23340428631300458,"score_spread":0.224349832907551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124420481","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":[0.99138063,0.0025137255,0.0035927088,0.00070089736,0.00006494709,0.000107612424,0.000001030562,0.000037341964,0.0016011136],"genre_scores_gemma":[0.997381,0.0017889949,0.000029408591,0.0005400376,0.00017909586,0.0000015397306,0.000014979354,0.0000047564813,0.000060227027],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985344,0.000023210998,0.0003539313,0.00012180264,0.00028952977,0.00067715434],"domain_scores_gemma":[0.9990605,0.000032142034,0.00041674104,0.00016599623,0.0003078799,0.000016742659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015608495,0.0001440339,0.0002933997,0.0010993698,0.00028339197,0.00019941699,0.0001569779,0.000050804112,0.000023237579],"category_scores_gemma":[0.000110467256,0.00012260285,0.00008769078,0.001964014,0.000038405225,0.0018181484,0.000028163298,0.00030586298,0.0000062111285],"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":[0.00022683683,0.000056516234,0.020796614,0.000010886118,0.00033208204,2.719208e-7,0.00013044389,0.00011786887,0.00012701699,0.14764291,0.00009058648,0.83046794],"study_design_scores_gemma":[0.00053452456,0.00011927142,0.89606035,0.000018262943,0.0003995644,0.000005846011,0.0015412305,0.010879444,0.00005181057,0.08511122,0.005090004,0.00018847734],"about_ca_topic_score_codex":0.00009640666,"about_ca_topic_score_gemma":0.0009719538,"teacher_disagreement_score":0.87526375,"about_ca_system_score_codex":0.00025493125,"about_ca_system_score_gemma":0.00015755031,"threshold_uncertainty_score":0.49995992},"labels":[],"label_agreement":null},{"id":"W3125053432","doi":"10.1023/a:1022936506398","title":"Incomplete Enforcement of Pollution Regulation: Bargaining Power of Chinese Factories","year":2003,"lang":"en","type":"article","venue":"Environmental and Resource Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":240,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Industry Canada","keywords":"Enforcement; Bargaining power; Business; China; Power (physics); Private sector; Pollution; Economics; Public economics; Microeconomics; Economic growth","score_opus":0.008848701223035138,"score_gpt":0.17561542023985457,"score_spread":0.16676671901681944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125053432","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":[0.9588437,0.00015356252,0.000072474955,0.000054077438,0.000060489503,0.00008057639,0.000005447615,0.0000075271405,0.04072216],"genre_scores_gemma":[0.9994569,0.000027645268,0.000096708995,0.0001178626,0.000058396312,0.0000023625846,0.000015593485,0.000007815866,0.00021673329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994824,0.0000052850423,0.00024294245,0.000121650024,0.000060123013,0.00008762065],"domain_scores_gemma":[0.9996638,0.000009938581,0.0002138823,0.000100609745,0.000004281815,0.000007493951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079243844,0.00009845715,0.00015793994,0.000058413985,0.00010032319,0.000016731123,0.000045615456,0.000028518782,0.00050173525],"category_scores_gemma":[0.000006811537,0.000086527645,0.000043259748,0.00003627281,0.00013415155,0.00019480422,0.00006923425,0.000029978826,0.000009100573],"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":[0.00009064742,0.00011576048,0.7506935,0.000083247396,0.00011756028,3.5408263e-7,0.0014185666,0.006313083,0.0040525915,0.23359738,0.00023574504,0.0032815642],"study_design_scores_gemma":[0.00066622376,0.00002568625,0.8635931,0.000015522419,0.000015089774,0.0000015022753,0.0025347602,0.0009930877,0.00040123664,0.01143105,0.120127015,0.00019574375],"about_ca_topic_score_codex":0.000011684341,"about_ca_topic_score_gemma":0.000002109956,"teacher_disagreement_score":0.22216634,"about_ca_system_score_codex":0.000020030635,"about_ca_system_score_gemma":0.0000023036257,"threshold_uncertainty_score":0.5493649},"labels":[],"label_agreement":null},{"id":"W3125181253","doi":"10.36640/mjeal.6.1.using","title":"Using Proactive Legal Strategies for Corporate Environmental Sustainability","year":2016,"lang":"en","type":"article","venue":"Michigan Journal of Environmental & Administrative Law","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":"Concordia University","funders":"","keywords":"Nexus (standard); Sustainability; Corporate sustainability; Business; Environmental law; Sustainability organizations; Corporate law; Sustainable development; Law and economics; Corporate governance; Environmental resource management; Political science; Economics; Law; Engineering; Ecology","score_opus":0.06440211324816283,"score_gpt":0.283717844958358,"score_spread":0.21931573171019517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125181253","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":[0.9905038,0.0000890196,0.0055689584,0.00080112455,0.00020483526,0.00047589644,0.0000612097,0.000013445097,0.0022817128],"genre_scores_gemma":[0.9980395,0.000007716489,0.0008121535,0.00029885644,0.00052972836,0.000012313131,0.0000068576373,0.000026357904,0.00026654243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985885,0.000027548364,0.000530163,0.00026280567,0.0002940745,0.0002969285],"domain_scores_gemma":[0.99871284,0.000056302728,0.0010032846,0.00014734952,0.00004467559,0.000035524048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452346,0.0002718004,0.00033364614,0.00007271021,0.00031910924,0.00017210378,0.00020929417,0.000052342282,0.00019631168],"category_scores_gemma":[0.000017788301,0.00019042355,0.00020823853,0.00005993094,0.0007250295,0.0022664054,0.000085588545,0.000108663226,0.00001441215],"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":[0.0032109993,0.0019429612,0.042714074,0.00018317721,0.000914843,0.00016469143,0.00094782637,0.00024527425,0.4326664,0.50923425,0.00035476047,0.0074207624],"study_design_scores_gemma":[0.012965768,0.0022462306,0.3190749,0.00036516678,0.00091207365,0.00035591013,0.091870025,0.0006138743,0.04038807,0.41114017,0.11745227,0.0026155154],"about_ca_topic_score_codex":0.0000065968234,"about_ca_topic_score_gemma":0.000030296744,"teacher_disagreement_score":0.3922783,"about_ca_system_score_codex":0.00018707661,"about_ca_system_score_gemma":0.0000710605,"threshold_uncertainty_score":0.77652466},"labels":[],"label_agreement":null},{"id":"W3125246954","doi":"","title":"Regulatory Disempowerment: How Enabling and Controlling Forms of Power Obstruct Citizen-based Regulation","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Framing (construction); Operationalization; Politics; Authoritarianism; Political science; Power (physics); Democracy; Law and economics; Agency (philosophy); Hierarchy; State (computer science); Sociology; Public relations; Public administration; Law; Social science; Epistemology","score_opus":0.011023810029907339,"score_gpt":0.20044477975140104,"score_spread":0.1894209697214937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125246954","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":[0.9699133,0.002639116,0.015281451,0.009713841,0.00016256436,0.00023977463,0.0000011254139,0.00006965502,0.001979156],"genre_scores_gemma":[0.99865645,0.00012215239,0.00004889988,0.0006279673,0.00041512187,0.000003163326,0.000004975971,0.000021548603,0.00009974505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99845797,0.00001140032,0.00029061254,0.00019809761,0.00030022045,0.0007417028],"domain_scores_gemma":[0.99925154,0.000025791975,0.0004243501,0.000101286554,0.00017453283,0.00002246594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004767797,0.00016273046,0.00026048187,0.00012812244,0.00027306686,0.00017281386,0.00013435609,0.00004460386,0.000032189266],"category_scores_gemma":[0.000091424925,0.00013760227,0.00011021116,0.00025062187,0.00007126549,0.00064939796,0.000043657215,0.00035205792,0.0000041329104],"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":[0.00072542444,0.000059264636,0.051944643,0.0002330341,0.00040248243,0.000003944102,0.0002784883,0.0022715186,0.011354986,0.8995836,0.00038089708,0.032761768],"study_design_scores_gemma":[0.012357583,0.00036990992,0.20147057,0.00037247207,0.0003835716,0.000039216535,0.010265738,0.05753376,0.0010218151,0.69670266,0.018182416,0.0013003071],"about_ca_topic_score_codex":0.0000038117091,"about_ca_topic_score_gemma":0.000014147686,"teacher_disagreement_score":0.2028809,"about_ca_system_score_codex":0.000094075345,"about_ca_system_score_gemma":0.00013831766,"threshold_uncertainty_score":0.56112576},"labels":[],"label_agreement":null},{"id":"W3125764197","doi":"","title":"Attaching Criminal Liability to Organizations for Anti-Competitive Offences: What Can Be Learnt from the Canadian Experience","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Cartel; Liability; Criminal liability; Criminal law; Enforcement; Order (exchange); Strict liability; Law; Competition law; Business; Political science; Competition (biology); Law and economics; Economics; Finance; Market economy","score_opus":0.04193128785989501,"score_gpt":0.2766752447064596,"score_spread":0.2347439568465646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125764197","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":[0.9380822,0.0007515579,0.00860165,0.049140386,0.0009443801,0.00047297205,0.000007063897,0.00004500981,0.0019547879],"genre_scores_gemma":[0.99461603,0.0000697561,0.000098471806,0.0038608261,0.0010582618,0.000018986551,0.000014258478,0.000015018193,0.00024839383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99836177,0.000022391321,0.00019888286,0.00020536366,0.00024540743,0.00096621295],"domain_scores_gemma":[0.9990188,0.00005393385,0.00011836036,0.00015029592,0.0006066573,0.00005193803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075482845,0.0001306578,0.00014077837,0.00007840756,0.0012229192,0.00087275077,0.000364451,0.000030150683,0.000039987808],"category_scores_gemma":[0.00047331536,0.000096536525,0.000049836977,0.00038964459,0.000071571245,0.00087991555,0.00006132673,0.0003752468,0.000024462091],"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":[0.00007550165,0.00008481604,0.15240759,0.000018043758,0.00019891874,0.0000032151738,0.022466281,0.0024268485,0.00011013067,0.801527,0.0041402252,0.016541442],"study_design_scores_gemma":[0.0011300151,0.00011225131,0.09870954,0.00015403933,0.00015993092,0.000025294767,0.5262255,0.0022868353,0.000051722072,0.1505817,0.21986473,0.00069846096],"about_ca_topic_score_codex":0.06640191,"about_ca_topic_score_gemma":0.71663404,"teacher_disagreement_score":0.6509453,"about_ca_system_score_codex":0.0006793833,"about_ca_system_score_gemma":0.0014487937,"threshold_uncertainty_score":0.94058293},"labels":[],"label_agreement":null},{"id":"W3125807147","doi":"","title":"Introduction to 'New Governance and the Business Organization'","year":2011,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","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":"York University","funders":"","keywords":"Freedman; Subject (documents); Corporate governance; Sociology; Political science; Law; Management; Library science; Economics","score_opus":0.014385693262101127,"score_gpt":0.20076921890144006,"score_spread":0.18638352563933894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125807147","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":[0.44634527,0.0019624033,0.020986475,0.23569186,0.006860795,0.0022919201,0.000005019035,0.0010821201,0.28477412],"genre_scores_gemma":[0.9740809,0.000051768573,0.00091504556,0.0081222905,0.0064196773,0.000011000874,0.0000068105282,0.000027797436,0.010364713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936885,0.000006333669,0.00014506314,0.00021121744,0.00013942606,0.00012910784],"domain_scores_gemma":[0.9994092,0.00000884312,0.00009734406,0.00021700806,0.0002520693,0.000015562993],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012742434,0.000105263505,0.00012303045,0.000023985745,0.00029281352,0.00019989698,0.00015062079,0.000022733167,0.0010466748],"category_scores_gemma":[0.00022808749,0.00007501415,0.000016815295,0.00065704715,0.00008396295,0.00067458424,0.00014455752,0.000055591318,0.0009900375],"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":[0.00006089649,0.000016581036,0.007651343,0.000025669282,0.000019125986,6.506719e-7,0.00014140419,0.00003596928,0.000047557325,0.8731534,0.115736485,0.003110912],"study_design_scores_gemma":[0.00073030614,0.0000026458556,0.30321154,0.000019890087,0.000026794583,0.000002054651,0.00010645959,0.000043462445,0.00006834573,0.011855284,0.68376946,0.0001637812],"about_ca_topic_score_codex":0.0017833916,"about_ca_topic_score_gemma":0.00038306875,"teacher_disagreement_score":0.86129814,"about_ca_system_score_codex":0.000013710748,"about_ca_system_score_gemma":0.000010208997,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W3129058343","doi":"10.1186/s12302-021-00489-9","title":"Association of temporary Environmental Protection Agency regulation suspension with industrial economic viability and local air quality in California, United States","year":2021,"lang":"en","type":"article","venue":"Environmental Sciences Europe","topic":"Regulation and Compliance Studies","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":"Activation Laboratories","funders":"","keywords":"Agency (philosophy); Environmental quality; Air quality index; Suspension (topology); Association (psychology); Environmental regulation; Quality (philosophy); Environmental protection; Environmental science; Environmental health; Environmental planning; Political science; Ecology; Law; Biology; Medicine; Sociology","score_opus":0.027769234451343702,"score_gpt":0.21701439874489295,"score_spread":0.18924516429354926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129058343","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":[0.99800235,0.000028380971,0.00015750142,0.0006550204,0.000064098414,0.0002234205,0.000012787344,0.000013430386,0.0008430363],"genre_scores_gemma":[0.9995107,0.000030825482,0.000030386605,0.00008275837,0.00006200629,0.000006308235,0.000088485,0.0000060038346,0.0001824925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892247,0.00008362298,0.00028803435,0.0003068403,0.0002661038,0.00013295753],"domain_scores_gemma":[0.99958265,0.00002858484,0.00028099515,0.0000909112,0.000006102455,0.000010754768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806141,0.00010544946,0.00013799181,0.000087038956,0.00017953491,0.00004166364,0.000060161623,0.000039021095,0.00022002842],"category_scores_gemma":[0.000023271343,0.00009199914,0.00001994274,0.00026038717,0.00029374182,0.0005532046,0.0001286751,0.00007654065,0.000035083398],"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":[0.000066938504,0.000106370375,0.98300016,0.000014944171,0.000008690618,0.0000016929549,0.000058812042,0.008415367,0.0033887126,0.00010267343,0.00006497442,0.0047706515],"study_design_scores_gemma":[0.00054523547,0.00003862672,0.98020375,0.000017159526,0.000008227449,9.965897e-7,0.0007194834,0.010447422,0.0007555588,0.0003867706,0.006743879,0.0001328716],"about_ca_topic_score_codex":0.00047498068,"about_ca_topic_score_gemma":0.00019553154,"teacher_disagreement_score":0.0066789044,"about_ca_system_score_codex":0.00017567971,"about_ca_system_score_gemma":0.000013212801,"threshold_uncertainty_score":0.37516162},"labels":[],"label_agreement":null},{"id":"W3129953667","doi":"10.32920/21977015","title":"Using tickets in employment standards inspections: Deterrence as effective enforcement in Ontario, Canada?","year":2023,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Women's and Gender Studies et Recherches Féministes; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Deterrence theory; Deterrence (psychology); Context (archaeology); Business; Government (linguistics); Law enforcement; Public economics; Economics; Political science; Law; Law and economics","score_opus":0.04240479012455729,"score_gpt":0.28954191212342667,"score_spread":0.2471371219988694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129953667","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":[0.92880684,0.000014738742,0.00014951105,0.0002186549,0.0003562646,0.00040800817,6.3919725e-7,0.0000645982,0.06998076],"genre_scores_gemma":[0.9980451,0.000003200744,0.000028858736,0.00051039155,0.000051782685,0.00006765887,0.000005405573,0.000007770562,0.0012798356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989736,0.000007168283,0.00022111165,0.0002033464,0.00034915743,0.0002455796],"domain_scores_gemma":[0.9997294,0.000022435961,0.000056682733,0.00010345488,0.000080447804,0.0000076040133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023158654,0.00011685052,0.00014771185,0.00028114786,0.000117211894,0.00007876477,0.000079438214,0.000019046829,0.0005797723],"category_scores_gemma":[0.000044355762,0.00010976858,0.000022243712,0.0006925066,0.000020435782,0.00031050865,0.00012103902,0.000085867236,0.000037930153],"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":[0.00007483517,0.00006647488,0.93662196,0.00005278628,0.000038574013,0.00007335594,0.00060690846,0.024155926,0.00008189162,0.02516187,0.0052949297,0.007770474],"study_design_scores_gemma":[0.0006187368,0.000008949784,0.9479892,0.000133114,0.000006894285,5.868013e-7,0.0013475326,0.010761162,0.000044227436,0.0023648436,0.03652819,0.00019655086],"about_ca_topic_score_codex":0.985882,"about_ca_topic_score_gemma":0.99914026,"teacher_disagreement_score":0.069238275,"about_ca_system_score_codex":0.0013195733,"about_ca_system_score_gemma":0.00025597564,"threshold_uncertainty_score":0.63481003},"labels":[],"label_agreement":null},{"id":"W3134574715","doi":"","title":"Concluding LONGA VIA: Legal and organisational aspects that influence data-driven innovations in infrastructure management","year":2021,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"","keywords":"Business; Work (physics); Process management; Knowledge management; Public relations; Computer science; Political science; Engineering","score_opus":0.031764801054224565,"score_gpt":0.25974448132188155,"score_spread":0.22797968026765697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134574715","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":[0.85433733,0.00012731615,0.008186236,0.008213105,0.00031830862,0.00033720993,0.0000068501604,0.00015132355,0.12832232],"genre_scores_gemma":[0.99482137,0.00001714225,0.0019527663,0.0024569854,0.00013076133,0.000007607724,0.0001492713,0.000008735702,0.00045536688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991586,0.0000050799654,0.00018729882,0.00030389265,0.0002013705,0.00014371751],"domain_scores_gemma":[0.9995009,0.00001942468,0.00008314016,0.00024223255,0.00014820207,0.0000061037663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085478576,0.00011329727,0.0001255606,0.000152105,0.00018683138,0.00029689656,0.000165161,0.00002803392,0.00032754903],"category_scores_gemma":[0.000038868515,0.0001082588,0.000010076614,0.00071130996,0.00005424009,0.0015361294,0.0007464544,0.00008502538,0.000029324934],"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":[0.000005294763,0.00002746217,0.3489866,0.00010517103,0.00005713828,0.00004886618,0.000050410166,0.0013758339,0.00029515568,0.63939196,0.00449601,0.005160118],"study_design_scores_gemma":[0.00041376834,0.0000010721058,0.946208,0.000034885623,0.000015542768,0.0000060658317,0.00071641,0.00688888,0.000030289131,0.011265942,0.03426723,0.00015190365],"about_ca_topic_score_codex":0.000063083884,"about_ca_topic_score_gemma":0.00036201673,"teacher_disagreement_score":0.62812597,"about_ca_system_score_codex":0.000027347514,"about_ca_system_score_gemma":0.000020799896,"threshold_uncertainty_score":0.44146657},"labels":[],"label_agreement":null},{"id":"W3141028813","doi":"","title":"Regulation as Linguistic Engineering","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"McGill University","funders":"","keywords":"Power (physics); Business; Linguistics; Telecommunications; Computer science","score_opus":0.005816047379157399,"score_gpt":0.20970256510746604,"score_spread":0.20388651772830865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141028813","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":[0.92174566,0.00047850714,0.011560087,0.002597352,0.0028042686,0.00016373482,1.4327716e-7,0.0002402291,0.06041003],"genre_scores_gemma":[0.9943333,0.000041732375,0.00009011185,0.0001786402,0.0035432521,0.0000027028282,0.0000020033071,0.000016757465,0.0017915015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987787,0.0000019711927,0.00015873418,0.000107302774,0.0001674081,0.00078585674],"domain_scores_gemma":[0.99962205,0.000011834602,0.00011528993,0.000099535784,0.0001427352,0.000008560192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004742301,0.00010060668,0.0000923257,0.000132121,0.00022788958,0.00017014123,0.0001368767,0.00003555358,0.00012513221],"category_scores_gemma":[0.00022462444,0.00009144627,0.000058961774,0.00018299764,0.000016951315,0.00031888913,0.000032878906,0.0007981995,0.00029228855],"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":[0.0000097909215,0.000011566962,0.0024626895,0.0000071916747,0.000028954877,0.0000010412845,0.000015980588,0.00019270263,0.0019040906,0.9871493,0.0001489481,0.008067748],"study_design_scores_gemma":[0.0005181505,0.00001852171,0.039411124,0.00002293429,0.000042278432,0.0001129506,0.00021958916,0.009509027,0.00004345378,0.7938846,0.15593202,0.00028536087],"about_ca_topic_score_codex":0.00003775416,"about_ca_topic_score_gemma":0.00022848445,"teacher_disagreement_score":0.19326471,"about_ca_system_score_codex":0.00006571699,"about_ca_system_score_gemma":0.00011789319,"threshold_uncertainty_score":0.37568754},"labels":[],"label_agreement":null},{"id":"W3143369708","doi":"","title":"Regulation in Brazil: Retrospect and Prospects","year":2006,"lang":"en","type":"article","venue":"Chapters","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science; Economics","score_opus":0.010751023931287906,"score_gpt":0.2088406656835292,"score_spread":0.19808964175224128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143369708","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":[0.8918932,0.00014091027,0.00011941472,0.0019800067,0.00013385435,0.0001518871,1.811215e-7,0.00007932159,0.10550121],"genre_scores_gemma":[0.9986238,0.000003337419,0.00005057974,0.00032945766,0.00031010743,0.0000063409734,0.000004393154,0.0000068888053,0.0006651165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957496,0.0000011416741,0.0001032758,0.00013705375,0.0000806627,0.00010290147],"domain_scores_gemma":[0.9998482,0.000003955455,0.00005244928,0.000069467635,0.000023462251,0.0000024519038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058173628,0.000066600805,0.0000790301,0.000102496764,0.000067123365,0.000083519335,0.000033913486,0.000017483062,0.000038803908],"category_scores_gemma":[0.000007687953,0.00006287442,0.000015014265,0.00016784277,0.00003916797,0.0003413694,0.000032394022,0.00002818468,0.000038956387],"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":[0.000017272803,0.000018919756,0.61203396,0.000042970114,0.0000032855605,0.0000035158478,0.00003772056,0.00010524041,0.0010289914,0.37999555,0.003090625,0.0036219493],"study_design_scores_gemma":[0.0002788574,0.0000019787312,0.9626064,0.000019615261,0.0000024977558,4.3352028e-7,0.00003525394,0.0024557798,0.000025843958,0.026015844,0.0084766485,0.000080892176],"about_ca_topic_score_codex":0.00017939683,"about_ca_topic_score_gemma":0.00023388561,"teacher_disagreement_score":0.3539797,"about_ca_system_score_codex":0.000014770189,"about_ca_system_score_gemma":0.0000012245816,"threshold_uncertainty_score":0.25639442},"labels":[],"label_agreement":null},{"id":"W3148295266","doi":"10.1111/poms.13419","title":"The Effect of Tightening Standards on Automakers’ Non‐compliance","year":2021,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Compliance (psychology); Competitor analysis; Regression discontinuity design; Business; Industrial organization; Economics; Marketing","score_opus":0.015136987029763843,"score_gpt":0.26448430901558867,"score_spread":0.24934732198582482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148295266","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":[0.5590951,0.0027643237,0.009747946,0.06739814,0.0061424295,0.002985967,0.000008104732,0.00044284895,0.3514152],"genre_scores_gemma":[0.9910775,0.00020373242,0.00030837828,0.00030165797,0.00032929986,0.000076456025,0.000007018806,0.000008841429,0.0076871035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922657,0.000015601276,0.00017188706,0.00023431375,0.00024245567,0.00010919827],"domain_scores_gemma":[0.99948066,0.000015164048,0.000053029707,0.00022500918,0.00022069107,0.0000054680186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038010534,0.0000986476,0.00011090211,0.000064177206,0.0007533196,0.00024288241,0.00006566354,0.000012083855,0.000038544233],"category_scores_gemma":[0.000096555545,0.00006737379,0.000035264988,0.0003168581,0.00006604334,0.00024363834,0.00009515864,0.00004892718,0.000027839911],"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":[0.00028743083,0.0001658769,0.010680344,0.0012810075,0.00050192507,0.0000144105725,0.00028020158,0.020791307,0.0011527042,0.3988328,0.0710301,0.49498188],"study_design_scores_gemma":[0.0012961737,0.000109121116,0.105788946,0.00046188434,0.0001991124,0.0000054784878,0.0013689913,0.026933316,0.0050436454,0.0010643385,0.8572968,0.0004321593],"about_ca_topic_score_codex":0.0000062455733,"about_ca_topic_score_gemma":0.00004249532,"teacher_disagreement_score":0.78626674,"about_ca_system_score_codex":0.000020773961,"about_ca_system_score_gemma":0.000006476813,"threshold_uncertainty_score":0.5794001},"labels":[],"label_agreement":null},{"id":"W3154806408","doi":"10.1093/oxfordhb/9780190903084.013.27","title":"Implementing Digitalisation in an Administrative Justice Context","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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 Alberta","funders":"","keywords":"Government (linguistics); Economic Justice; Bureaucracy; Context (archaeology); Political science; Public administration; Public relations; Business; Politics; Law","score_opus":0.08797345904991165,"score_gpt":0.2602611326582763,"score_spread":0.1722876736083646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154806408","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":[0.001832954,0.000030195113,0.00014184376,0.000040687886,0.0001463853,0.00025819734,0.000020246482,0.00007118074,0.99745834],"genre_scores_gemma":[0.13066773,0.000024926454,0.000061918385,0.00028219796,0.00041047475,0.0000016391514,0.00023226955,0.00003118342,0.8682877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998991,0.000007638013,0.00020496696,0.00036399282,0.0001942834,0.00023810656],"domain_scores_gemma":[0.9991979,0.000026526151,0.0003055451,0.00022047998,0.00023485695,0.000014665473],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008561713,0.00024148652,0.00027347275,0.00017144236,0.0002768972,0.0002576642,0.00021588871,0.00011113443,0.00010162094],"category_scores_gemma":[0.00001005099,0.000292095,0.00009236115,0.000018606295,0.000079083504,0.0007183002,0.00035681558,0.00016602597,0.0000023940247],"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":[0.00004521758,0.000011870511,0.00015988425,0.00013017627,0.000044367018,0.00006635555,0.00012609473,0.000006805065,0.0000044993017,0.98358864,0.00051504915,0.015301049],"study_design_scores_gemma":[0.00044889358,0.000013025639,0.0003786556,0.00015300828,0.00014740013,6.9264485e-7,0.0020971457,0.0002761429,0.000005395248,0.001386865,0.9947824,0.00031037777],"about_ca_topic_score_codex":0.00007673883,"about_ca_topic_score_gemma":0.0011986081,"teacher_disagreement_score":0.99426734,"about_ca_system_score_codex":0.00007532652,"about_ca_system_score_gemma":0.000037584097,"threshold_uncertainty_score":0.9999531},"labels":[],"label_agreement":null},{"id":"W3161235961","doi":"10.1111/rego.12406","title":"Fine me if you can: Fixed asset intensity and enforcement of environmental regulations in China","year":2021,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance 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":"University of British Columbia","funders":"","keywords":"Asset (computer security); Enforcement; China; Business; Instrumental variable; Punitive damages; Fixed asset; Sample (material); Fixed effects model; Industrial organization; Panel data; Economics; Econometrics; Microeconomics; Production (economics); Computer security; Computer science","score_opus":0.010710437135713973,"score_gpt":0.20220740428092737,"score_spread":0.1914969671452134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161235961","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":[0.9892042,0.0003425754,0.00037789438,0.003271056,0.00016459178,0.0001937689,0.000028137332,0.000027941715,0.00638978],"genre_scores_gemma":[0.9976684,0.00004688771,0.00020713045,0.00015364576,0.00012718108,0.0000091045795,0.00009597755,0.000010260021,0.0016814462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990058,0.00000772944,0.0003231816,0.00024743294,0.00027204514,0.00014378838],"domain_scores_gemma":[0.9993237,0.00001303115,0.00038203056,0.00021238287,0.000059385777,0.000009462817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107736094,0.0001302378,0.00021942613,0.00005048828,0.000103558654,0.000043703127,0.00006676054,0.000039963896,0.00055920973],"category_scores_gemma":[0.00005807241,0.000136054,0.00004686675,0.00027890533,0.000075111304,0.0004020255,0.00013877872,0.000059200385,0.000008759435],"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":[0.00010498415,0.00021441655,0.7444066,0.00018101938,0.0000648808,0.000009009684,0.00045861167,0.0079221055,0.009053802,0.21553184,0.003259499,0.018793223],"study_design_scores_gemma":[0.0005384766,0.000004521977,0.9715861,0.000069779504,0.000014801174,0.0000022459735,0.00011534481,0.011981678,0.00054746703,0.00338018,0.01162399,0.00013538003],"about_ca_topic_score_codex":0.00023045995,"about_ca_topic_score_gemma":0.0005281375,"teacher_disagreement_score":0.22717953,"about_ca_system_score_codex":0.00007131714,"about_ca_system_score_gemma":0.000014609638,"threshold_uncertainty_score":0.61229545},"labels":[],"label_agreement":null},{"id":"W3173831260","doi":"10.4000/ethiquepublique.5513","title":"Les facteurs de risque dans la gouvernance des grands projets d’infrastructure publique : revue de portée de la littérature","year":2021,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.009713643558192864,"score_gpt":0.23744307260288117,"score_spread":0.2277294290446883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173831260","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":[0.32560012,0.036282893,0.048655283,0.13099067,0.0016732527,0.0012027322,0.00013267285,0.00093860104,0.45452377],"genre_scores_gemma":[0.95925003,0.005624368,0.0073158573,0.012155453,0.0023317093,0.00024824252,0.00013392374,0.00015536026,0.01278504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964037,0.00067212497,0.00061518105,0.00080555555,0.00031955895,0.0011839045],"domain_scores_gemma":[0.99713236,0.00029567353,0.00053966587,0.00059394544,0.0012969782,0.00014138974],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018284824,0.00065328286,0.00061862,0.0002475267,0.0007032668,0.002145195,0.0006497677,0.001266961,0.00030587244],"category_scores_gemma":[0.0022002906,0.0006947701,0.00035565512,0.0015203224,0.0007209945,0.0023846007,0.00042110507,0.0017853453,0.000013639504],"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":[0.000051597694,0.00018567295,0.32782415,0.0017214337,0.00017857403,0.0005836258,0.0019974613,0.000761687,0.001041042,0.6301352,0.024281686,0.011237908],"study_design_scores_gemma":[0.0004555521,0.00001126427,0.51365805,0.00080553,0.0000893771,0.00045490067,0.0010352405,0.0012120345,0.0004053649,0.08144412,0.3999189,0.0005096449],"about_ca_topic_score_codex":0.0022569892,"about_ca_topic_score_gemma":0.0049365144,"teacher_disagreement_score":0.63364995,"about_ca_system_score_codex":0.00092256156,"about_ca_system_score_gemma":0.0014759693,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W3176070085","doi":"","title":"Rétrospective du contentieux climatique canadien","year":2020,"lang":"fr","type":"article","venue":"Cairn.info","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science; Humanities; Philosophy","score_opus":0.0270573097668989,"score_gpt":0.20981317380160364,"score_spread":0.18275586403470473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176070085","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":[0.048044484,0.007472581,0.0017174702,0.28417102,0.0042785015,0.00071750587,0.00003492187,0.0002670769,0.6532965],"genre_scores_gemma":[0.9223436,0.00032031265,0.00018671434,0.017158432,0.0042360206,0.00003865302,0.000025706158,0.000043522574,0.05564703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985716,0.000013604256,0.0003652896,0.00036373563,0.00023534441,0.00045043317],"domain_scores_gemma":[0.99893886,0.000033762582,0.00024750055,0.00019343635,0.000519686,0.000066736124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119012686,0.00028123474,0.0003751751,0.00006865286,0.00037273252,0.00035671715,0.00026446086,0.00009386455,0.002857777],"category_scores_gemma":[0.00028757803,0.00029631855,0.00017065712,0.00045096953,0.00019090706,0.0010799504,0.00024123437,0.00018054024,0.0026443007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057282956,0.00004847038,0.15973477,0.00054767646,0.00019987897,0.000089299625,0.0034554398,0.00014178739,0.0000390437,0.35634515,0.4742856,0.005055606],"study_design_scores_gemma":[0.00070720527,0.000032793007,0.11298559,0.00013033416,0.00009610688,0.0000048532365,0.0021123462,0.0061926288,0.000013420341,0.001702139,0.875657,0.00036554414],"about_ca_topic_score_codex":0.014380858,"about_ca_topic_score_gemma":0.008350536,"teacher_disagreement_score":0.8742991,"about_ca_system_score_codex":0.00049925933,"about_ca_system_score_gemma":0.000049056624,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W3177096763","doi":"","title":"Auditors’ Strategic and Conflicting Responses to CPAB Inspections: Acquiescing, Compromising, Avoiding","year":2018,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","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":"Queen's University","funders":"","keywords":"Audit; Business; Flexibility (engineering); Context (archaeology); Negotiation; Compromise; Consistency (knowledge bases); Institutional logic; Quality (philosophy); Process (computing); External auditor; Accounting; Public relations; Political science; Internal audit; Economics; Management; Sociology; Law","score_opus":0.05989944964955062,"score_gpt":0.3041102128432778,"score_spread":0.2442107631937272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177096763","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":[0.833688,0.000045229586,0.0009576623,0.0015983839,0.00073091156,0.00017181267,3.9585854e-7,0.00027859124,0.16252899],"genre_scores_gemma":[0.99148744,0.0000041754943,0.00048013034,0.0018589451,0.0029448844,0.000011494024,0.0000011402299,0.000014817844,0.0031969498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991377,0.000011821626,0.0002029466,0.00027648476,0.00014866907,0.0002223833],"domain_scores_gemma":[0.999455,0.000058064703,0.0000998833,0.00014807432,0.0002221347,0.000016861888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029208616,0.00014183857,0.00015212597,0.00022250722,0.0011042346,0.0005464666,0.00010052496,0.000031221265,0.00030174444],"category_scores_gemma":[0.0001410669,0.00012607135,0.000027817901,0.0004014391,0.0001252105,0.0005216018,0.00017926183,0.00007388183,0.00037225388],"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":[0.00041742486,0.00013905663,0.2115877,0.00025030703,0.00018085979,0.000009928435,0.0024656483,0.000059083955,0.020017015,0.69855416,0.059784148,0.0065346714],"study_design_scores_gemma":[0.0014256076,0.00013522213,0.47649541,0.0003468121,0.00007405073,0.000013668852,0.019505529,0.0106053585,0.0011022475,0.021213017,0.467968,0.0011150811],"about_ca_topic_score_codex":0.000255176,"about_ca_topic_score_gemma":0.00022015435,"teacher_disagreement_score":0.67734116,"about_ca_system_score_codex":0.000021728561,"about_ca_system_score_gemma":0.000010126795,"threshold_uncertainty_score":0.84929913},"labels":[],"label_agreement":null},{"id":"W3185616816","doi":"","title":"Ethnology of Legislative Approaches to Environmental Protection: Challenges and Instances","year":2019,"lang":"en","type":"article","venue":"Majlis and Rahbord","topic":"Regulation and Compliance Studies","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":"Library of Parliament","funders":"","keywords":"Legislature; Process (computing); Task (project management); Order (exchange); Risk analysis (engineering); Compliance (psychology); Law and economics; Business; Management science; Political science; Economics; Computer science; Law; Management; Psychology","score_opus":0.12803018685717357,"score_gpt":0.20589273445950532,"score_spread":0.07786254760233174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185616816","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":[0.9272788,0.0034195909,0.00007631507,0.004476551,0.000106307896,0.00032437884,0.000001104333,0.000020853746,0.06429606],"genre_scores_gemma":[0.9988126,0.00032739912,0.0000772596,0.0001315757,0.00009670234,0.000019193652,9.939268e-7,0.0000047194458,0.0005295419],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996028,0.000004499749,0.00008661573,0.00016156769,0.00006524608,0.00007930047],"domain_scores_gemma":[0.9998514,0.0000070579836,0.00005954403,0.00006947742,0.0000075990756,0.000004938205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006421563,0.000073583404,0.00013082827,0.00006434164,0.000058330217,0.000019547078,0.000036743764,0.000028947623,0.000040831997],"category_scores_gemma":[0.000004115913,0.00005812234,0.000014090905,0.000053690674,0.00007773759,0.0002028344,0.00009492292,0.00003594004,0.000017343367],"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":[0.00016786125,0.000108415676,0.06809348,0.00058397214,0.000110996574,0.0000012787181,0.0045261118,0.000050812574,0.0017118175,0.18038133,0.00024600278,0.74401796],"study_design_scores_gemma":[0.0007095747,0.00008768347,0.685344,0.00006616693,0.000018388617,0.0000018689785,0.009775484,0.00096941745,0.0001706022,0.0062800497,0.29632315,0.0002536057],"about_ca_topic_score_codex":0.000020589034,"about_ca_topic_score_gemma":0.000037602054,"teacher_disagreement_score":0.74376434,"about_ca_system_score_codex":0.0000034339728,"about_ca_system_score_gemma":0.0000012217225,"threshold_uncertainty_score":0.23701602},"labels":[],"label_agreement":null},{"id":"W3189363736","doi":"10.1093/jel/eqab018","title":"Improving Energy Efficiency: The Significance of Normativity","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Law","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":9,"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","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Context (archaeology); Norm (philosophy); Efficient energy use; Set (abstract data type); Scale (ratio); Energy law; Business; Energy (signal processing); Empirical research; Law and economics; Political science; Sociology; Environmental law; Law; Computer science; Epistemology; Engineering","score_opus":0.009130639284356923,"score_gpt":0.1855976975101531,"score_spread":0.17646705822579617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189363736","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":[0.9347752,0.0015985221,0.0061490485,0.0027214536,0.0006933563,0.00009396125,0.000004987488,0.000010547071,0.053952936],"genre_scores_gemma":[0.9988426,0.000022287613,0.0000949478,0.00062180817,0.00023835855,8.5187764e-7,6.5922904e-7,0.0000044444837,0.00017401724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999388,0.000011035701,0.00024136814,0.000056836736,0.00022269302,0.00008008286],"domain_scores_gemma":[0.9994397,0.00002838723,0.00041434378,0.00009388342,0.000018550903,0.0000051080083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014829703,0.0000613147,0.00012267969,0.000020057407,0.00012274226,0.000038227412,0.00011976893,0.000013131751,0.00015416242],"category_scores_gemma":[0.000011539638,0.000040861527,0.00008594502,0.00008038945,0.00012897362,0.00036988233,0.0000921924,0.000058328653,0.0000079822075],"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":[0.00013466686,0.0012031911,0.028525425,0.00023789114,0.00025587511,0.00009870091,0.00033888608,0.0042615794,0.38082695,0.49305168,0.0028630637,0.08820208],"study_design_scores_gemma":[0.0024388747,0.00012641208,0.3387081,0.0001859625,0.00027788334,0.000110702575,0.0039254744,0.0071694967,0.064406574,0.016241882,0.5657502,0.00065847073],"about_ca_topic_score_codex":0.00003383429,"about_ca_topic_score_gemma":0.000019578887,"teacher_disagreement_score":0.5628871,"about_ca_system_score_codex":0.000019585697,"about_ca_system_score_gemma":0.000007087301,"threshold_uncertainty_score":0.16879703},"labels":[],"label_agreement":null},{"id":"W3195508882","doi":"10.6084/m9.figshare.5960800","title":"Victims of their own success abroad? Why the withdrawal of US transparency rules is hindered by diffusion to the EU and Canada","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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); Business; European union; Interdependence; International economics; Payment; Language change; International trade; Accounting; Economics; Political science; Finance; Law","score_opus":0.005701508858965861,"score_gpt":0.20558609267947914,"score_spread":0.19988458382051327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195508882","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":[0.9806932,0.0013763051,0.0008694812,0.015168181,0.000150382,0.00013928463,0.0000066775224,0.0000055776877,0.0015908735],"genre_scores_gemma":[0.9975247,0.00036027073,0.0000038816515,0.0014995527,0.00032466,0.0000032415742,0.0000020694276,0.000009692629,0.00027192323],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881375,0.000016945414,0.00024753364,0.0001183225,0.0002718122,0.0005316519],"domain_scores_gemma":[0.9993961,0.000023323608,0.00023839604,0.00014554356,0.00018610164,0.000010524031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037260944,0.00012372083,0.00016440135,0.00004305056,0.000473819,0.00006756358,0.00033001494,0.000021690385,0.00006528924],"category_scores_gemma":[0.000012092615,0.000062532046,0.000044842018,0.00017895554,0.0001151916,0.00017990677,0.000054617074,0.0002457805,0.0000017763326],"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":[0.0010963135,0.000357228,0.5785856,0.0002576031,0.0016492232,0.0000020979055,0.006708387,0.00015306716,0.007626425,0.093873836,0.16696149,0.1427287],"study_design_scores_gemma":[0.0025936987,0.0003367457,0.44142723,0.00026040614,0.00026403915,0.00005220784,0.019972378,0.002393177,0.0016384113,0.056184966,0.47417736,0.0006993884],"about_ca_topic_score_codex":0.15227711,"about_ca_topic_score_gemma":0.66981655,"teacher_disagreement_score":0.51753944,"about_ca_system_score_codex":0.00006451473,"about_ca_system_score_gemma":0.00024575272,"threshold_uncertainty_score":0.8533679},"labels":[],"label_agreement":null},{"id":"W3196747799","doi":"10.1017/s0008423921000664","title":"Behind the SNC-Lavalin Scandal: The Transnational Diffusion of Corporate Diversion","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Regulation and Compliance Studies","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":"The Scarborough Hospital; University of Toronto","funders":"McGill University","keywords":"Foreign Corrupt Practices Act; Wrongdoing; Legislature; Lawmaking; Enforcement; Political science; Government (linguistics); Law; Law and economics; Public administration; Economics","score_opus":0.039570865575049276,"score_gpt":0.2375969025977718,"score_spread":0.19802603702272253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196747799","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":[0.92993706,0.000086552616,0.00026285142,0.0639227,0.00046949324,0.00004330834,0.0000042184397,0.0000018174804,0.0052719964],"genre_scores_gemma":[0.9980256,0.0000013476575,0.000028711727,0.0015967404,0.0002339888,2.7039832e-7,5.6366406e-7,0.000001989674,0.00011079228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990899,0.000012243306,0.00018189286,0.00007268584,0.00038198289,0.00026129652],"domain_scores_gemma":[0.998968,0.000050027407,0.00015566291,0.000085168525,0.0006655873,0.00007553242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056980504,0.000048785496,0.00008067631,0.000095524345,0.00057968125,0.00015915028,0.00034245252,0.000013391691,0.00021652113],"category_scores_gemma":[0.00024536514,0.00002633285,0.000056559395,0.00041444247,0.0008771001,0.0003323549,0.000035739824,0.00008634019,0.0000048102315],"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":[0.0000025285985,0.0000060426714,0.019137345,0.0000050737726,0.000003647464,0.000008635207,0.00007974287,0.000040439605,0.00042468903,0.97894776,0.0007371229,0.0006069451],"study_design_scores_gemma":[0.00016270117,0.0000063222355,0.9571385,0.000024254552,0.000019563717,0.000016170947,0.0010196847,0.00091267255,0.0003052481,0.031403318,0.008941524,0.000050079965],"about_ca_topic_score_codex":0.0023340692,"about_ca_topic_score_gemma":0.0070570377,"teacher_disagreement_score":0.94754446,"about_ca_system_score_codex":0.000048121186,"about_ca_system_score_gemma":0.000652781,"threshold_uncertainty_score":0.4458498},"labels":[],"label_agreement":null},{"id":"W3196810000","doi":"10.55016/ojs/sppp.v14i1.70596","title":"Risks of Failure in Regulatory Governance","year":2021,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Education, Recreation and Sports; University of Calgary","funders":"Government of Canada","keywords":"Corporate governance; Business; Regulatory reform; Risk analysis (engineering); Political science; Finance; Law","score_opus":0.0820799223870482,"score_gpt":0.31595086556594115,"score_spread":0.23387094317889295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196810000","genre_codex":"commentary","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":[0.33941865,0.0008178599,0.0004164902,0.34448382,0.00015852731,0.0003854093,0.00002944416,0.00012525503,0.31416455],"genre_scores_gemma":[0.99536127,0.000036921174,0.00016144234,0.0010776385,0.0004050465,0.000045431956,0.000017697448,0.0000110618985,0.0028835046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988763,0.000030348132,0.00040558435,0.00017447042,0.0002909379,0.00022240593],"domain_scores_gemma":[0.99815583,0.000052740812,0.00042853973,0.00067363086,0.0006709057,0.000018359908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046681162,0.000101708676,0.00019407987,0.00027344673,0.000120369565,0.00013161394,0.0004916641,0.000043808985,0.0004933658],"category_scores_gemma":[0.0017409938,0.00008267385,0.00008990915,0.002646497,0.00018111027,0.0010726622,0.00024261272,0.0001263303,0.000082756495],"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":[0.0000016262474,0.00007666796,0.086517416,0.00003340574,0.00002522518,9.8643675e-8,0.000024653664,0.000043208067,0.00032541988,0.87891793,0.0318933,0.002141064],"study_design_scores_gemma":[0.0002223556,0.0000011843105,0.81705576,0.00001877353,0.000008352991,8.5323705e-7,0.00024475317,0.00013973193,0.00006032527,0.018810434,0.16336623,0.00007125163],"about_ca_topic_score_codex":0.00088212756,"about_ca_topic_score_gemma":0.00096816727,"teacher_disagreement_score":0.8601075,"about_ca_system_score_codex":0.000051971754,"about_ca_system_score_gemma":0.00033805848,"threshold_uncertainty_score":0.540201},"labels":[],"label_agreement":null},{"id":"W3197143839","doi":"10.2139/ssrn.3873809","title":"Securing compliance: some lessons for EU strategy on occupational health and safety","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Institute for Work & Health","funders":"","keywords":"Compliance (psychology); Business; Occupational safety and health; Risk analysis (engineering); Political science; Law; Psychology","score_opus":0.06318038300717928,"score_gpt":0.3246758768662873,"score_spread":0.26149549385910803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197143839","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":[0.5008538,0.07079261,0.08804797,0.29234254,0.0035952807,0.002294378,0.00006763608,0.00052153063,0.041484293],"genre_scores_gemma":[0.99198663,0.001963628,0.00008843137,0.0036391253,0.001333579,0.000009226963,0.000031210966,0.000016866583,0.00093130046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99839187,0.000011440217,0.00023291026,0.00019302554,0.00017678335,0.0009939896],"domain_scores_gemma":[0.9995164,0.00002642368,0.00019107597,0.00008060368,0.00016604665,0.000019418603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051546417,0.00012255348,0.00017661694,0.00007467767,0.000807377,0.00018934312,0.00008453252,0.000025476023,0.000022913177],"category_scores_gemma":[0.000036321155,0.00011429642,0.00006812843,0.00013564837,0.000028434353,0.00041184895,0.000044277665,0.00038104394,0.000016456745],"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":[0.00010245948,0.00003455243,0.0011295468,0.00005191537,0.00004645172,8.095937e-7,0.000019552108,0.00023813645,0.000013032127,0.96770394,0.00068087474,0.029978758],"study_design_scores_gemma":[0.0023980266,0.0001286912,0.06044538,0.00020461484,0.000026897826,0.00007931082,0.0039660204,0.0031805786,0.000009443406,0.8562924,0.07291236,0.0003562736],"about_ca_topic_score_codex":0.000013541862,"about_ca_topic_score_gemma":0.0002462543,"teacher_disagreement_score":0.49113286,"about_ca_system_score_codex":0.00021412881,"about_ca_system_score_gemma":0.0007353418,"threshold_uncertainty_score":0.6209773},"labels":[],"label_agreement":null},{"id":"W3200019430","doi":"","title":"Réinventer la protection des renseignements personnels à la lumière des mécanismes d’auto-gouvernance des communs environnementaux","year":2021,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.027851882150662744,"score_gpt":0.23429732161158137,"score_spread":0.20644543946091862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200019430","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":[0.66612744,0.10101946,0.009865138,0.010179454,0.0017060979,0.001415416,0.00003166912,0.00048033302,0.20917499],"genre_scores_gemma":[0.9583966,0.0049617058,0.0012091576,0.0006981017,0.00082582235,0.00015986648,0.000043729466,0.000076690914,0.03362834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974146,0.00022747334,0.00044864093,0.00057903526,0.00036890002,0.0009613331],"domain_scores_gemma":[0.99886984,0.00006267967,0.00031224007,0.00044188809,0.00027550428,0.000037835016],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003897711,0.0004527239,0.00040028564,0.0001023543,0.0018635922,0.00070866325,0.00035090165,0.00016996672,0.0016231004],"category_scores_gemma":[0.000111289606,0.0004963917,0.00025366136,0.00058594265,0.0011940402,0.0012861276,0.00039283626,0.00045608284,0.00025886658],"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":[0.0004134981,0.0033251322,0.10156694,0.006202163,0.0025152517,0.00022501398,0.0074447584,0.0006812832,0.03449807,0.25637496,0.067448646,0.5193043],"study_design_scores_gemma":[0.001745448,0.00011891384,0.11020285,0.0014127899,0.0002897616,0.00005597807,0.0032824494,0.0019931134,0.0018694198,0.043572437,0.8346929,0.0007639731],"about_ca_topic_score_codex":0.000932455,"about_ca_topic_score_gemma":0.0028519842,"teacher_disagreement_score":0.7672442,"about_ca_system_score_codex":0.000534387,"about_ca_system_score_gemma":0.00013862507,"threshold_uncertainty_score":0.99974877},"labels":[],"label_agreement":null},{"id":"W3201101834","doi":"10.7202/1080613ar","title":"Vers une plus grande responsabilisation des sociétés canadiennes : le rôle des parties prenantes et de la divulgation des facteurs environnementaux, sociaux et de gouvernance","year":2021,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.024501390295943802,"score_gpt":0.27474878115519863,"score_spread":0.25024739085925485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201101834","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":[0.96831924,0.0058582537,0.013722424,0.0042019,0.00025972453,0.0002130537,0.000028618882,0.00010155506,0.00729524],"genre_scores_gemma":[0.9845274,0.003458033,0.0019403155,0.00068882137,0.00017771086,0.0000782375,0.00007249278,0.000049873295,0.009007134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979102,0.00039780745,0.00034598872,0.00038591612,0.00024037638,0.000719701],"domain_scores_gemma":[0.9987748,0.0004931616,0.00027221494,0.00020306023,0.00019556843,0.00006117508],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010985624,0.00031024785,0.0003194164,0.00010079029,0.0015136352,0.00052044087,0.00020311993,0.0002284452,0.00018466543],"category_scores_gemma":[0.00091485586,0.00036928,0.00018360883,0.00046394634,0.0022853294,0.0014014828,0.00009907272,0.00031688245,0.000018052242],"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":[0.00031841404,0.0003048655,0.53235984,0.0017252218,0.00050754694,0.000077622135,0.058492966,0.017628072,0.0047093173,0.29730824,0.003999646,0.082568265],"study_design_scores_gemma":[0.0014408398,0.000027761285,0.7159509,0.0006024258,0.0002324061,0.000015844402,0.06933057,0.0026898813,0.0018192987,0.17095517,0.036394987,0.00053990126],"about_ca_topic_score_codex":0.02300584,"about_ca_topic_score_gemma":0.082263894,"teacher_disagreement_score":0.18359107,"about_ca_system_score_codex":0.0029500998,"about_ca_system_score_gemma":0.00057499803,"threshold_uncertainty_score":0.9998759},"labels":[],"label_agreement":null},{"id":"W3202302895","doi":"","title":"Comparative Regulatory Environments: A Comparison Of Financial Services Regulation In Eight Jurisdictions","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Financial services; Desk; Business; Alliance; European union; Regulatory reform; Financial regulation; Finance; Accounting; International trade; Political science","score_opus":0.02491127889564269,"score_gpt":0.2653821772913361,"score_spread":0.24047089839569344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202302895","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":[0.985215,0.0020274306,0.003419233,0.00053237606,0.00030173286,0.00018525646,8.837568e-7,0.00002231247,0.008295787],"genre_scores_gemma":[0.9988592,0.00006372159,0.000054441018,0.00008692183,0.0004407348,0.0000070362385,0.000010909703,0.000009108447,0.00046789876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984534,0.000023980929,0.00042916837,0.0001493621,0.00032575353,0.0006183658],"domain_scores_gemma":[0.9993357,0.000011097943,0.0004271381,0.00012151998,0.00009075441,0.000013780696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061602704,0.00013364716,0.00028943864,0.00024573976,0.00015672224,0.000046625406,0.0001694595,0.000051372954,0.000021090116],"category_scores_gemma":[0.000012684372,0.00012414344,0.0000636758,0.00034282467,0.00006715468,0.00076864,0.0000555539,0.00042908508,0.000051760322],"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":[0.0004441733,0.0007127502,0.37330872,0.00006700856,0.0001674471,0.0000015279237,0.003200346,0.012540875,0.0009225489,0.59685755,0.0021870795,0.009589994],"study_design_scores_gemma":[0.0022338652,0.00009786321,0.636203,0.000108465974,0.0000689348,0.000010425622,0.009344051,0.0106569845,0.00015576665,0.3022173,0.03857912,0.00032423926],"about_ca_topic_score_codex":0.00009905636,"about_ca_topic_score_gemma":0.001584964,"teacher_disagreement_score":0.29464024,"about_ca_system_score_codex":0.00034652703,"about_ca_system_score_gemma":0.00021545569,"threshold_uncertainty_score":0.5062422},"labels":[],"label_agreement":null},{"id":"W3204031281","doi":"10.1287/orsc.2021.1537","title":"Inside the Velvet Glove: Sustaining Private Regulatory Institutions Through Hollowing and Fortifying","year":2021,"lang":"en","type":"article","venue":"Organization Science","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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 Manitoba","funders":"","keywords":"Institution; Interdependence; Negotiation; Business; Compliance (psychology); Ratchet; Public economics; Political science; Economics; Management; Law","score_opus":0.05099906751928853,"score_gpt":0.2837392648670033,"score_spread":0.23274019734771476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204031281","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":[0.93924737,0.00019583372,0.030642452,0.0064270785,0.000495253,0.00015238926,3.9910356e-7,0.00014756448,0.022691652],"genre_scores_gemma":[0.9963285,0.000018791616,0.000914728,0.002377575,0.00016921564,0.000002383099,0.000004249203,0.0000084858075,0.00017612091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99910766,0.0000056651925,0.0001557278,0.00025276237,0.00029918796,0.0001790193],"domain_scores_gemma":[0.9991438,0.000019211215,0.00009916419,0.00020945752,0.00051992945,0.000008450737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028995535,0.0000810006,0.00007982073,0.00006821222,0.0018139016,0.0007039156,0.00018129317,0.000017827859,0.00004588287],"category_scores_gemma":[0.0008021048,0.000064098866,0.000013478818,0.0029398727,0.0003623759,0.0022534593,0.00038846533,0.00005513074,0.000027171654],"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":[0.0000012806034,0.000014156651,0.12349997,0.000032614014,0.000008531028,0.000005535479,0.00088364596,0.0009881259,0.00881915,0.8625648,0.00048018267,0.0027020066],"study_design_scores_gemma":[0.00032739842,0.00000232976,0.9001198,0.000076824945,0.00002999869,0.000015372607,0.0056079025,0.0024619899,0.0037149787,0.011371958,0.07599038,0.00028111573],"about_ca_topic_score_codex":0.000012114377,"about_ca_topic_score_gemma":0.000009411627,"teacher_disagreement_score":0.85119283,"about_ca_system_score_codex":0.00003706734,"about_ca_system_score_gemma":0.00013288454,"threshold_uncertainty_score":0.9994856},"labels":[],"label_agreement":null},{"id":"W3206217817","doi":"","title":"Law Enforcement: The Game Between Inspectors and Inspectees","year":2007,"lang":"en","type":"book","venue":"Data Archiving and Networked Services (DANS)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Enforcement; Law enforcement; Law and economics; Business; Law; Political science; Sociology","score_opus":0.03229867891583856,"score_gpt":0.24257864162820805,"score_spread":0.21027996271236948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206217817","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011120286,0.0029060259,0.00039493936,0.000289725,0.0004130433,0.000539692,0.00017332927,0.00027941613,0.98388356],"genre_scores_gemma":[0.9199189,0.0021321147,0.00014022535,0.0045766276,0.012877481,0.000025306676,0.008048845,0.0001740784,0.052106433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805415,0.000021104368,0.0004366064,0.00068672514,0.0003604066,0.00044103563],"domain_scores_gemma":[0.9983657,0.00023685924,0.00039478164,0.00092448125,0.00004627934,0.000031895674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051206123,0.00047064907,0.0004823242,0.00015088271,0.0008089237,0.00068559777,0.0011890845,0.000110897476,0.00003760139],"category_scores_gemma":[0.0000054453767,0.0003353673,0.000054850916,0.00018255333,0.00041551358,0.00074339984,0.0023483501,0.00039940415,0.00004009649],"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":[0.00019485225,0.000067110945,0.09117647,0.004917101,0.0015984935,0.000042421634,0.004437419,0.0002767193,0.000011051492,0.75579166,0.045684293,0.09580238],"study_design_scores_gemma":[0.00029502757,0.000009746619,0.05574757,0.00073103263,0.000264798,0.0000025986033,0.00038317495,0.006004495,3.6232643e-7,0.017228415,0.91885215,0.0004806053],"about_ca_topic_score_codex":0.0014508705,"about_ca_topic_score_gemma":0.0054760827,"teacher_disagreement_score":0.9317771,"about_ca_system_score_codex":0.000022429445,"about_ca_system_score_gemma":0.000016198132,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W3206639810","doi":"10.3138/utlj-2021-0055","title":"The limits of evidence-based anti-bribery law","year":2021,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Warrant; Context (archaeology); Process (computing); Causal inference; Law and economics; Psychological intervention; Political science; Positive economics; Economics; Business; Public economics; Psychology; Computer science","score_opus":0.07486109082667752,"score_gpt":0.24454920663611618,"score_spread":0.16968811580943866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206639810","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":[0.19055514,0.014270088,0.0019100163,0.020385968,0.0015212826,0.00020218264,0.0000043946975,0.00006008224,0.77109087],"genre_scores_gemma":[0.99809957,0.00041323874,0.0002270849,0.00032030867,0.00017016586,1.9921993e-8,7.080834e-7,0.0000031190975,0.0007657865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948436,0.00001739649,0.000115657895,0.00007218525,0.00020812263,0.000102303144],"domain_scores_gemma":[0.999084,0.00006510559,0.00022993979,0.000120133416,0.00049158465,0.000009268592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017949154,0.00005743281,0.00012777909,0.000009565639,0.00069593365,0.00006774391,0.00019937946,0.000020743793,0.00039322983],"category_scores_gemma":[0.000028069446,0.00004392214,0.000116150215,0.000047969326,0.0001780353,0.0009422935,0.0000724651,0.00005293638,0.0000076075808],"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":[0.00024849034,0.00016455287,0.01672987,0.0001732046,0.00026513785,0.000088479515,0.0002528034,0.0007620404,0.0021588083,0.94550693,0.017234875,0.016414808],"study_design_scores_gemma":[0.0010020981,0.000022508304,0.08786268,0.0005257662,0.0001360426,0.000008703394,0.0052271816,0.0008156784,0.0006894502,0.0020232908,0.9015034,0.00018323558],"about_ca_topic_score_codex":0.0050976323,"about_ca_topic_score_gemma":0.027047075,"teacher_disagreement_score":0.94348365,"about_ca_system_score_codex":0.000038189544,"about_ca_system_score_gemma":0.000027681373,"threshold_uncertainty_score":0.9907068},"labels":[],"label_agreement":null},{"id":"W3207180013","doi":"","title":"Incentives, Experts, and Regulatory Renewal","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Incentive; Legislation; Legislature; Outsourcing; Regulatory reform; Government (linguistics); Bureaucracy; Business; Public administration; Law and economics; Political science; Law; Economics; Politics","score_opus":0.010200533935282835,"score_gpt":0.21313055225789493,"score_spread":0.2029300183226121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207180013","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":[0.9317398,0.025459548,0.0014269515,0.005747085,0.0006062,0.00008799513,3.642787e-7,0.000084701154,0.034847338],"genre_scores_gemma":[0.9911021,0.0021473586,0.000042391464,0.00068832404,0.0010924948,0.0000023532991,0.0000029667885,0.000013182996,0.004908849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99870545,0.000011287524,0.0001579454,0.00016409614,0.00017360618,0.0007875934],"domain_scores_gemma":[0.9996302,0.000008672381,0.00010729974,0.00010438707,0.00013924268,0.000010175598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034591916,0.000104428604,0.00012619677,0.00006969246,0.00033815336,0.00018767056,0.00008711585,0.00002963809,0.00006802837],"category_scores_gemma":[0.000036657333,0.00009393676,0.00005420775,0.00017827128,0.000049644357,0.00047400963,0.00009780315,0.00028875328,0.000021521197],"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":[0.00003096578,0.000044142318,0.023526346,0.00001748513,0.00012109253,0.000012683249,0.0000623368,0.000007703978,0.0008082775,0.92812884,0.0027800677,0.04446004],"study_design_scores_gemma":[0.0011387061,0.000017955002,0.046281315,0.000059282476,0.00005031662,0.0002516163,0.007651569,0.00021204214,0.000096187505,0.7677708,0.17612058,0.00034961166],"about_ca_topic_score_codex":0.000021310949,"about_ca_topic_score_gemma":0.00035736704,"teacher_disagreement_score":0.17334051,"about_ca_system_score_codex":0.00011761992,"about_ca_system_score_gemma":0.0002322554,"threshold_uncertainty_score":0.383063},"labels":[],"label_agreement":null},{"id":"W3208397056","doi":"10.2139/ssrn.3334557","title":"A Review of Greenhouse Gas Emission Liabilities as the Value of Renewable Energy for Mitigating Lawsuits for Climate Change Related Damages","year":2015,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":12,"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":"Damages; Greenhouse gas; Climate change; Renewable energy; Natural resource economics; Value (mathematics); Climate change mitigation; Environmental science; Business; Economics; Engineering; Political science; Law; Computer science","score_opus":0.049710575957895575,"score_gpt":0.31281232150487687,"score_spread":0.2631017455469813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208397056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001312055,0.9962219,0.00012019814,0.0006384253,0.00020653686,0.0011604287,0.000014407144,0.000027280774,0.0015976852],"genre_scores_gemma":[0.00006096696,0.99699926,0.000060928684,0.00026097256,0.00084442814,0.00028521608,0.0000516286,0.00006903613,0.0013675303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971226,0.0000799557,0.0011433809,0.00025440528,0.0003068996,0.0010927814],"domain_scores_gemma":[0.9962787,0.00024920213,0.002366716,0.00030089956,0.0007874365,0.000017037544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038374646,0.00035038477,0.0014113752,0.00016734799,0.0003495305,0.000059962676,0.0004992148,0.00012786879,0.000013708348],"category_scores_gemma":[0.0006725782,0.0002201835,0.0007298374,0.00043479988,0.00009248846,0.0003538433,0.000151658,0.00040969448,0.0000024208618],"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":[0.000034410918,0.00005114549,0.000009078228,0.13574053,0.000419078,2.5259146e-7,0.000055217635,0.000007750394,0.0000010428083,0.12558314,0.0046939934,0.73340434],"study_design_scores_gemma":[0.0003301962,0.0000970039,5.88904e-7,0.06846329,0.0009628189,0.000023901786,0.00033029166,0.000104890765,0.0000011767373,0.12631904,0.8031641,0.00020268372],"about_ca_topic_score_codex":0.00027405637,"about_ca_topic_score_gemma":0.00014982173,"teacher_disagreement_score":0.79847014,"about_ca_system_score_codex":0.00020207536,"about_ca_system_score_gemma":0.0006758378,"threshold_uncertainty_score":0.8978823},"labels":[],"label_agreement":null},{"id":"W3208662327","doi":"10.2139/ssrn.3715026","title":"The 'True and Full' Opportunity Costs Of Non-Compliance For Regulated Entities","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Compliance (psychology); Business; Actuarial science; Psychology; Social psychology","score_opus":0.03456868974047118,"score_gpt":0.25400170629958413,"score_spread":0.21943301655911296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208662327","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":[0.8872858,0.008931737,0.034671463,0.054474555,0.00076439057,0.0010455434,0.0000066126026,0.00011476352,0.012705107],"genre_scores_gemma":[0.9972894,0.0010098657,0.00003500767,0.0005334045,0.0004964345,0.0000073799465,0.0000027495762,0.000011557679,0.0006142029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988884,0.0000075735393,0.00023339882,0.0001116832,0.00013857987,0.00062041695],"domain_scores_gemma":[0.99938315,0.000039282164,0.00026442768,0.00008087125,0.00021552433,0.000016731612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050311384,0.000101457095,0.00015558933,0.00003381349,0.0005129636,0.00013703598,0.00018499457,0.000023119272,0.000011356552],"category_scores_gemma":[0.000113012895,0.00007321432,0.000068026624,0.0001510445,0.000098282064,0.00030196115,0.00006249807,0.00026277883,0.0000054330467],"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":[0.0005464275,0.0000379566,0.0049525816,0.0001707304,0.00035435252,0.0000011352741,0.00015937381,0.00006968677,0.001941609,0.87314427,0.0068633016,0.11175856],"study_design_scores_gemma":[0.004472606,0.00044581597,0.04796186,0.00027990708,0.00026177667,0.00007114212,0.016853938,0.036119487,0.00020394172,0.73700476,0.1555327,0.0007920861],"about_ca_topic_score_codex":0.000023130086,"about_ca_topic_score_gemma":0.00023359488,"teacher_disagreement_score":0.1486694,"about_ca_system_score_codex":0.00005474308,"about_ca_system_score_gemma":0.00015405117,"threshold_uncertainty_score":0.39453533},"labels":[],"label_agreement":null},{"id":"W3209201845","doi":"10.1080/1460728x.2021.1979729","title":"Soft law, legal ethics and the corporate lawyer: confronting human rights and sustainability norms","year":2021,"lang":"en","type":"article","venue":"Legal Ethics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Legal ethics; Law; Political science; Hard law; Legal profession; Soft law; Human rights; Sociology; International law","score_opus":0.05257131203613633,"score_gpt":0.29527855018921967,"score_spread":0.24270723815308334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209201845","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":[0.54350156,0.0019454869,0.0033163393,0.26176834,0.0012018149,0.0010273652,0.0000075619487,0.0004373057,0.18679422],"genre_scores_gemma":[0.98727554,0.000015047659,0.00007351099,0.008497402,0.00047769886,0.000013088804,0.000013263779,0.0000151643635,0.003619269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985484,0.00013721029,0.00030237,0.00036243408,0.00037675732,0.00027285345],"domain_scores_gemma":[0.9978278,0.00054800126,0.00025852845,0.0002763416,0.0010714161,0.00001790831],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002227696,0.00019684352,0.00029273544,0.000033375018,0.0028292935,0.0011141415,0.0001370722,0.00022103424,0.000026548483],"category_scores_gemma":[0.0008267764,0.00013795946,0.00006411215,0.00021126412,0.0013623614,0.00083148485,0.00039312246,0.0015723042,0.00000847615],"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":[0.00003152329,0.000017940474,0.0026746108,0.00034937626,0.000030237929,0.000021663534,0.0009153818,0.000026660055,0.000018222316,0.995277,0.0004427538,0.00019463686],"study_design_scores_gemma":[0.0013000901,0.0000072098383,0.009315277,0.000068491136,0.000073642004,0.0000105072295,0.001967375,0.0021208415,0.000044433393,0.52334374,0.46145183,0.00029657435],"about_ca_topic_score_codex":0.0054824245,"about_ca_topic_score_gemma":0.01471084,"teacher_disagreement_score":0.47193325,"about_ca_system_score_codex":0.000023695657,"about_ca_system_score_gemma":0.00009353955,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W3212371879","doi":"10.47907/livro2020_02en","title":"Compliance and Sustainability: Brazilian and Portuguese Perspectives","year":2020,"lang":"en","type":"book","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Université de Limoges; Universidade Federal do Pará; Universidade Federal de Santa Catarina; Universidade de Coimbra; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Université Laval","keywords":"Compliance (psychology); Portuguese; Sustainability; Political science; Geography; Psychology; Philosophy; Social psychology; Linguistics; Ecology","score_opus":0.026637064448565406,"score_gpt":0.25338074256425314,"score_spread":0.22674367811568774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212371879","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":[0.00017186004,0.005445624,0.00015938128,0.012048425,0.00009691711,0.00048211787,0.000003458044,0.00021188497,0.98138034],"genre_scores_gemma":[0.03777709,0.00060497323,0.00012006826,0.0032000043,0.0015124705,0.0000236821,0.000039168408,0.000056664023,0.9566659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988472,0.000004011517,0.00021102304,0.0005608004,0.00018162851,0.0001953236],"domain_scores_gemma":[0.9992559,0.000028993049,0.00016130767,0.00019310197,0.00033918055,0.000021502108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008030684,0.00029910373,0.00040652457,0.00011103331,0.00020194691,0.0002535395,0.000118039774,0.0000903609,0.00025002952],"category_scores_gemma":[0.00008799741,0.00026938005,0.000059581937,0.000103415485,0.00035282297,0.00043835424,0.00039120053,0.00017329316,0.00006604014],"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":[0.000043173786,0.000027518596,0.0037334643,0.0022005956,0.000118322765,0.000028564655,0.00039332663,0.0000014894193,0.0000010164345,0.7239932,0.23120706,0.038252264],"study_design_scores_gemma":[0.0002917776,0.000011345404,0.03395163,0.0001034133,0.00006334428,0.0000027788412,0.0033181894,0.0006680626,9.839301e-8,0.12588127,0.8352783,0.0004298213],"about_ca_topic_score_codex":0.000042587624,"about_ca_topic_score_gemma":0.000051947554,"teacher_disagreement_score":0.6040712,"about_ca_system_score_codex":0.00006078113,"about_ca_system_score_gemma":0.0000569566,"threshold_uncertainty_score":0.99997586},"labels":[],"label_agreement":null},{"id":"W3212998218","doi":"","title":"National Indigenous Justice Summit - Panel 1 - Policing Reform","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Summit; Indigenous; Political science; Economic Justice; Public administration; Criminology; Law; Sociology; Geography","score_opus":0.05086238401278368,"score_gpt":0.260761044851114,"score_spread":0.20989866083833034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212998218","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":[0.28643614,0.00030008313,0.0003546116,0.015176267,0.0007470067,0.00043476073,0.000012697432,0.0005906352,0.69594777],"genre_scores_gemma":[0.96612537,0.0000101172345,0.00018598627,0.029090459,0.003487807,0.00001845348,0.00003316639,0.00002402951,0.0010246342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987769,0.00000607035,0.00025084292,0.00026299543,0.00041104184,0.0002921521],"domain_scores_gemma":[0.9994518,0.000018270559,0.0001425308,0.00013008215,0.00022140263,0.00003588492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013402988,0.00016435294,0.0001822253,0.00006316198,0.00055170606,0.0002909555,0.00024885382,0.00004945189,0.0004251549],"category_scores_gemma":[0.000108974025,0.00015223846,0.000072229705,0.00040564177,0.000054640303,0.0008851977,0.00016560429,0.00015745866,0.0025744343],"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":[0.00010219501,0.00010215252,0.021974634,0.0006091805,0.00014221547,0.00002245804,0.0006238214,0.00096836576,0.0005595971,0.9177026,0.054039262,0.0031534897],"study_design_scores_gemma":[0.0011906159,0.000026276164,0.09969503,0.00008561191,0.00013530806,0.0000024422334,0.0020980227,0.0036548516,0.00009973841,0.011745168,0.88055897,0.0007079897],"about_ca_topic_score_codex":0.0023140404,"about_ca_topic_score_gemma":0.00083616,"teacher_disagreement_score":0.90595746,"about_ca_system_score_codex":0.00008673073,"about_ca_system_score_gemma":0.00003459611,"threshold_uncertainty_score":0.9982022},"labels":[],"label_agreement":null},{"id":"W3213473835","doi":"10.3138/utlj-2021-0034","title":"Giving reasons as a means to enhance compliance with legal norms","year":2021,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Persuasion; Sanctions; Compliance (psychology); Nudge theory; Enforcement; Law and economics; Relevance (law); Political science; Psychology; Law; Social psychology; Sociology","score_opus":0.013518099946229734,"score_gpt":0.22598813453550332,"score_spread":0.21247003458927358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213473835","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":[0.11735847,0.00044183622,0.014083137,0.0055922437,0.00029580298,0.00011321949,0.0000030854994,0.000054033022,0.86205816],"genre_scores_gemma":[0.98754144,0.000039767623,0.003445008,0.00069541036,0.0002466164,8.696034e-8,0.0000014938227,0.000007271532,0.008022924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935555,0.000008021056,0.00009118606,0.00014761566,0.0002309464,0.00016668272],"domain_scores_gemma":[0.99925786,0.000011056032,0.00014345332,0.0001322299,0.00042759298,0.000027778124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008281726,0.000092137256,0.00016530481,0.000018747167,0.00060609146,0.00011720387,0.00019861782,0.000019585366,0.0012827616],"category_scores_gemma":[0.000016414027,0.000089706846,0.000066005414,0.00008857494,0.00006770124,0.0012266794,0.0001268759,0.00007871144,0.00006601343],"study_design_candidate":"not_applicable","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":[0.0014442186,0.00067266333,0.037671532,0.00049299834,0.0009439368,0.001613267,0.0039785686,0.0035136016,0.004517471,0.8281494,0.060383357,0.056618996],"study_design_scores_gemma":[0.000498196,0.000034282293,0.034517318,0.00035419516,0.000051278275,0.000065762964,0.007838097,0.0002600446,0.00012067901,0.00039118473,0.9556368,0.00023215092],"about_ca_topic_score_codex":0.01184305,"about_ca_topic_score_gemma":0.120519646,"teacher_disagreement_score":0.8952535,"about_ca_system_score_codex":0.00009277473,"about_ca_system_score_gemma":0.00003177035,"threshold_uncertainty_score":0.9996302},"labels":[],"label_agreement":null},{"id":"W3213830041","doi":"10.32920/ryerson.14647929.v1","title":"Examining Responsibility for Environmental Harm: Public Discourse and E-Waste Management Systems in a Developed Nation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"Ted Rogers Centre for Heart Research; York University","funders":"","keywords":"Harm; Per capita; Order (exchange); Corporate social responsibility; Empirical research; Business; Social responsibility; Environmental resource management; Economics; Public economics; Political science; Public relations; Sociology; Law","score_opus":0.1159117514173225,"score_gpt":0.29003194151484635,"score_spread":0.17412019009752383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213830041","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":[0.96910113,0.00071550516,0.0076963776,0.0014308615,0.00088685326,0.0019589346,0.00000863464,0.00008794218,0.018113751],"genre_scores_gemma":[0.99433106,0.0000742016,0.0012121365,0.00021473142,0.00026627386,0.0005461215,0.0002282472,0.00002339983,0.0031037994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983721,0.000028287373,0.00044677436,0.00065622973,0.0002551047,0.00024154884],"domain_scores_gemma":[0.9993465,0.00004421546,0.00024610595,0.00029386123,0.000058122758,0.000011223197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414306,0.00025152118,0.00033172543,0.0003373905,0.00016014643,0.0008630899,0.00015799832,0.00009107276,0.000034241977],"category_scores_gemma":[0.000056426496,0.00024220368,0.0000509388,0.00017105797,0.0000613353,0.00057339115,0.0012042649,0.00012609175,0.0000058600253],"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":[0.0007007746,0.0012909792,0.49616453,0.01790677,0.0013673947,0.00010295309,0.002029319,0.0064449687,0.00068777584,0.12926564,0.0070361346,0.33700278],"study_design_scores_gemma":[0.0024331377,0.00001184162,0.8173753,0.0009355879,0.00015322564,0.0000021942978,0.061385877,0.09137606,0.000014191705,0.0021334554,0.023013867,0.0011652635],"about_ca_topic_score_codex":0.00007359497,"about_ca_topic_score_gemma":0.0001819627,"teacher_disagreement_score":0.3358375,"about_ca_system_score_codex":0.0001270051,"about_ca_system_score_gemma":0.000023041943,"threshold_uncertainty_score":0.98767793},"labels":[],"label_agreement":null},{"id":"W3214701261","doi":"10.1017/bhj.2021.47","title":"Corporate Responses to Tackling Modern Slavery: A Comparative Analysis of Australia, France and the United Kingdom","year":2021,"lang":"en","type":"article","venue":"Business and Human Rights Journal","topic":"Regulation and Compliance Studies","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":"HEC Montréal","funders":"","keywords":"Due diligence; Companies Act; Duty; Law; Human rights; Audit; Common law; Subsidiary; Supply chain; Corporate law; Business; Political science; Accounting; Corporate governance; Multinational corporation; Finance","score_opus":0.12392001293139349,"score_gpt":0.3188184688153168,"score_spread":0.1948984558839233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214701261","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":[0.9963531,0.00015100984,0.0019392468,0.0009275051,0.0000845053,0.00008072809,0.0000023370262,0.000010049391,0.0004515114],"genre_scores_gemma":[0.99831706,0.0000091963675,0.0001307203,0.00023383224,0.000211632,0.0000034544855,0.000009354594,0.000004503085,0.0010802152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99915874,0.000036478392,0.00030737233,0.00016821446,0.00019253916,0.00013665734],"domain_scores_gemma":[0.9985407,0.00005487593,0.00040870512,0.000121894445,0.000856682,0.000017152255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026039607,0.0001355838,0.0004201278,0.00044433642,0.00096480286,0.00047792876,0.00009545819,0.000025112982,0.000113329785],"category_scores_gemma":[0.000018754283,0.00008205362,0.000069171234,0.001372899,0.00022468722,0.0003144199,0.00008840187,0.00009882433,0.0000028003094],"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":[0.00097056583,0.00015141966,0.15809536,0.00015684646,0.0023774428,0.00010408879,0.0022771559,0.010267971,0.0009959638,0.822706,0.0014615032,0.0004356785],"study_design_scores_gemma":[0.0013126946,0.000005471655,0.9386563,0.00012230568,0.00065458415,0.000012805198,0.00015268053,0.008576013,0.000024217423,0.0357225,0.014579532,0.00018090339],"about_ca_topic_score_codex":0.0005756838,"about_ca_topic_score_gemma":0.00052294944,"teacher_disagreement_score":0.7869835,"about_ca_system_score_codex":0.0000060884613,"about_ca_system_score_gemma":0.000010065831,"threshold_uncertainty_score":0.7420581},"labels":[],"label_agreement":null},{"id":"W3214936812","doi":"10.1111/1911-3846.12749","title":"How Firms' Quality Experts Shape Canadian Public Accountability Board Inspections and Their Outcomes: An Analysis of Intraprofessional Conflicts, Third‐Party Influences, and Relational Strategies†","year":2021,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; HEC Montréal","funders":"","keywords":"Conceptualization; Accountability; Audit; Accounting; Autonomy; Public relations; Business; Quality (philosophy); Political science; Law","score_opus":0.21611848409181908,"score_gpt":0.38605696442618626,"score_spread":0.16993848033436718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214936812","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":[0.9792901,0.001015812,0.00006343974,0.01157302,0.00013279982,0.00028937805,0.00005445862,0.0000631739,0.0075177695],"genre_scores_gemma":[0.9985013,0.000027876278,0.00006215201,0.00066835084,0.00019111144,0.000046793117,0.00024443667,0.000016111671,0.00024183778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733895,0.00020505274,0.0005730947,0.00068753795,0.00072262634,0.0004727257],"domain_scores_gemma":[0.99642473,0.00052142993,0.00034386362,0.0004997447,0.0021145786,0.00009564247],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025843864,0.0002523573,0.0005759392,0.0010095151,0.0014158654,0.0016208733,0.00028557726,0.00015829982,0.00020378009],"category_scores_gemma":[0.0012638862,0.000208251,0.00011840045,0.0022211939,0.00069454033,0.005036781,0.0003733355,0.00040475058,0.00000308318],"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":[0.0000238129,0.00007729177,0.94442254,0.00010191134,0.00028956655,0.0000029322773,0.00053175807,0.000008080848,0.0003246877,0.052631386,0.0005031268,0.0010829307],"study_design_scores_gemma":[0.00034302828,0.000009163614,0.9453118,0.00004071941,0.000025855621,8.542856e-7,0.022288019,0.0043398337,0.000007789654,0.0027194552,0.02469386,0.00021961861],"about_ca_topic_score_codex":0.032081738,"about_ca_topic_score_gemma":0.111853324,"teacher_disagreement_score":0.079771586,"about_ca_system_score_codex":0.00008803011,"about_ca_system_score_gemma":0.00079663406,"threshold_uncertainty_score":0.9998841},"labels":[],"label_agreement":null},{"id":"W334650229","doi":"","title":"\"And the People of the Province\": EGSPA's Social Deficit","year":2012,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Killam Trusts","keywords":"Nova scotia; Prosperity; Political science; Legislation; Government (linguistics); Sustainability; Public administration; Humanities; Sociology; Law; Ethnology; Ecology","score_opus":0.014083161361345969,"score_gpt":0.22289281052200252,"score_spread":0.20880964916065656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W334650229","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":[0.8538376,0.0009459676,0.00007181694,0.011231314,0.0006419195,0.00047743996,0.0000021189985,0.00006320911,0.13272859],"genre_scores_gemma":[0.9959491,0.000006039464,0.00001963571,0.0016916308,0.0010426919,0.000020725576,0.0000010944623,0.000009538332,0.0012595834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993431,0.000019035568,0.00015583841,0.00009596292,0.000195736,0.00019035602],"domain_scores_gemma":[0.99957365,0.000035950106,0.00015322104,0.0001646564,0.000065039676,0.0000075057733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028312148,0.00009583019,0.0001548131,0.000016327222,0.00054601755,0.00010718681,0.00019207188,0.000029073299,0.00011305322],"category_scores_gemma":[0.000059082973,0.00005173562,0.0000823889,0.00017396701,0.00022295439,0.00039895394,0.00023432139,0.00009212182,0.000104665916],"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":[0.000032025906,0.000026935524,0.117303565,0.00006063631,0.000024098594,6.5283004e-8,0.0001777938,0.000005917657,0.000033618053,0.87526774,0.006128274,0.0009393473],"study_design_scores_gemma":[0.0010444092,0.000002251941,0.7509421,0.000026827413,0.00007139739,8.712358e-7,0.00089896563,0.0001737016,0.000035978053,0.009391662,0.23725358,0.00015822783],"about_ca_topic_score_codex":0.0006713958,"about_ca_topic_score_gemma":0.00095925445,"teacher_disagreement_score":0.8658761,"about_ca_system_score_codex":0.000009186345,"about_ca_system_score_gemma":0.000009870609,"threshold_uncertainty_score":0.41995808},"labels":[],"label_agreement":null},{"id":"W33787917","doi":"10.60082/2817-5069.1162","title":"Politics of Knowledge Dissemination: Corporate Reporting, Shareholder Voice, and Human Rights","year":2009,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Fiduciary; Shareholder; Accounting; Argument (complex analysis); Accountability; Public relations; Corporate law; Politics; Corporate social responsibility; Law and economics; Reflexivity; Stakeholder; Business; Corporate communication; Human rights; Political science; Law; Sociology; Social science; Finance","score_opus":0.05219082671807611,"score_gpt":0.29779020107182963,"score_spread":0.2455993743537535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33787917","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":[0.15062018,0.00037070908,0.00016208888,0.00081196195,0.00021002971,0.0000902541,0.0000012709157,0.00004282752,0.8476907],"genre_scores_gemma":[0.99647224,0.0000040808063,0.00016628142,0.00016164081,0.000856915,0.0000011138134,0.0000073930487,0.000008091173,0.00232227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988395,0.0000082594315,0.0006468528,0.00013988219,0.00018327028,0.00018224044],"domain_scores_gemma":[0.9977898,0.000013374383,0.0016569567,0.0001217659,0.00039544507,0.000022644319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031288975,0.0001278848,0.00022352014,0.000097310614,0.0009315016,0.00022166065,0.000111350666,0.0000387386,0.00011021267],"category_scores_gemma":[0.00003720698,0.000105221276,0.000067284316,0.00014488073,0.00008441689,0.0005676981,0.000046801648,0.00012411627,0.00001922692],"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":[0.000004207308,0.00008121245,0.00800901,0.000040665618,0.000020345447,0.000018809413,0.000051076266,0.0000055911964,0.0002592586,0.9848329,0.005554362,0.0011225656],"study_design_scores_gemma":[0.00048771864,0.000033458276,0.34854135,0.00031192016,0.00006494109,0.000085210835,0.00009315087,0.00026730442,0.00022125946,0.607985,0.041660085,0.00024856138],"about_ca_topic_score_codex":0.00043974794,"about_ca_topic_score_gemma":0.002130548,"teacher_disagreement_score":0.845852,"about_ca_system_score_codex":0.000014787644,"about_ca_system_score_gemma":0.000005640663,"threshold_uncertainty_score":0.71644515},"labels":[],"label_agreement":null},{"id":"W366945327","doi":"","title":"Policing the corporate image : a case study of in-house security governance and the management of risk in a mass private property in Canada","year":2003,"lang":"en","type":"book","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Corporate governance; Business; Property management; Property (philosophy); Private security; Image (mathematics); Private property; Public administration; Accounting; Political science; Finance; Law; Computer science; Artificial intelligence; Epistemology","score_opus":0.01856657337102486,"score_gpt":0.18948289449115482,"score_spread":0.17091632112012997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W366945327","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":[0.9846065,0.00019497504,0.0000017489763,0.00026877158,0.000062845524,0.0012805971,0.00002134589,0.000008686477,0.0135544995],"genre_scores_gemma":[0.9946902,0.00019076248,0.000037628735,0.00006140197,0.000018751787,0.0000031119978,0.0000026818468,0.0000264042,0.004969062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981759,0.00016850069,0.00047531252,0.00039797666,0.00050707214,0.00027523967],"domain_scores_gemma":[0.9977349,0.00009615294,0.001505043,0.00050686585,0.0001422956,0.000014731937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160781,0.0002924393,0.000706119,0.00025011325,0.00022450153,0.00003383302,0.0005528648,0.00008569826,0.000026118589],"category_scores_gemma":[0.000039819242,0.00021313572,0.000083740146,0.0007120393,0.0003330323,0.0005138246,0.0006062822,0.00057140976,0.0000023144814],"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":[0.000918756,0.0002347068,0.9843741,0.0012747983,0.00029841662,0.0016143771,0.005532525,0.0003993054,0.00000877917,0.0040649585,0.0004506101,0.0008286829],"study_design_scores_gemma":[0.007310658,0.000022255752,0.95657474,0.000925644,0.00025247553,0.00001138774,0.027852459,0.00045283925,0.0000029617224,0.0051175556,0.001110473,0.0003665456],"about_ca_topic_score_codex":0.6169826,"about_ca_topic_score_gemma":0.9328687,"teacher_disagreement_score":0.3158861,"about_ca_system_score_codex":0.00041784317,"about_ca_system_score_gemma":0.0001888114,"threshold_uncertainty_score":0.86914223},"labels":[],"label_agreement":null},{"id":"W41574576","doi":"","title":"Negotiating the Interface of Environmental and Economic Governance: Nova Scotia's Environmental Goals and Sustainable Prosperity Act","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance 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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Prosperity; Negotiation; Accountability; Government (linguistics); Sustainable development; Context (archaeology); Legislature; Corporate governance; Environmental governance; Political science; Business; Public administration; Law; Geography; Finance","score_opus":0.005451098144417465,"score_gpt":0.21574492484043806,"score_spread":0.2102938266960206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41574576","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":[0.9849607,0.012958199,0.000060146132,0.0003917177,0.000118943135,0.00018891608,0.0000016258473,0.0000055859678,0.0013141893],"genre_scores_gemma":[0.99760276,0.0014563708,0.000007914609,0.000062772044,0.0004053617,0.000002488356,0.0000010836834,0.00001231745,0.00044892402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859595,0.000015016574,0.00019850518,0.00012069047,0.0001407142,0.00092912297],"domain_scores_gemma":[0.999609,0.000016768205,0.0002691822,0.00008765382,0.000006325168,0.000011077503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096026575,0.00012860831,0.00014394279,0.000027047921,0.00029223828,0.00012344975,0.0001129071,0.000026347576,0.00013299868],"category_scores_gemma":[0.0000117450045,0.00009621467,0.000036321082,0.00002732798,0.00014849562,0.0009995596,0.00021184026,0.0003312702,0.000022297001],"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":[0.000043524346,0.000066422705,0.9248972,0.000028765178,0.00011716176,2.7619163e-7,0.00021069855,0.00008565481,0.0009092088,0.061616275,0.00015796098,0.011866847],"study_design_scores_gemma":[0.000844542,0.00003729257,0.96803993,0.00001711351,0.00008033474,0.00007251933,0.015778938,0.0009284372,0.00008784705,0.0068840133,0.007010776,0.00021827614],"about_ca_topic_score_codex":0.00018833099,"about_ca_topic_score_gemma":0.00009406704,"teacher_disagreement_score":0.05473226,"about_ca_system_score_codex":0.00035930838,"about_ca_system_score_gemma":0.000044019398,"threshold_uncertainty_score":0.39235207},"labels":[],"label_agreement":null},{"id":"W4200125749","doi":"10.1787/663d0887-en","title":"Canada","year":2021,"lang":"en","type":"book-chapter","venue":"OECD eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Directive; Cabinet (room); Legislature; Regulatory reform; Government (linguistics); Public administration; Government regulation; Business; Modernization theory; Regulatory authority; Political science; China; Engineering; Law","score_opus":0.02436094543826839,"score_gpt":0.18915103149638438,"score_spread":0.164790086058116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200125749","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":[0.000024301049,0.00020910605,0.00000720278,0.00055122055,0.0006709998,0.00009213804,0.000004646863,0.000051776646,0.9983886],"genre_scores_gemma":[0.0050237905,0.000005339972,0.000020567979,0.0049449424,0.001621242,0.000006418582,0.000040199237,0.000040766165,0.98829675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916726,7.994354e-7,0.00017794216,0.00023946317,0.0002599221,0.00015459898],"domain_scores_gemma":[0.9994705,0.000009091952,0.00015172994,0.0002456958,0.000115057024,0.000007943294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030202964,0.00021622526,0.00024721847,0.0000565209,0.00015156853,0.00012608674,0.0001374606,0.00007309356,0.0022854984],"category_scores_gemma":[0.000003905979,0.00021351545,0.00008514839,0.0000058029764,0.00003650289,0.0000480795,0.00016368931,0.00012972369,0.00046647314],"study_design_candidate":"not_applicable","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":[0.000002449375,0.000001088607,0.000024690215,0.00007638852,0.00005238008,0.000048525108,0.0000023275727,0.0000017399009,0.0000043134487,0.7696182,0.21164739,0.01852047],"study_design_scores_gemma":[0.000081554615,7.0570604e-7,0.00017786401,0.00007321039,0.000035961064,0.0000011156277,0.000011049008,0.000019371651,0.000003013866,0.012387985,0.98696595,0.0002421951],"about_ca_topic_score_codex":0.073066294,"about_ca_topic_score_gemma":0.48456118,"teacher_disagreement_score":0.77531856,"about_ca_system_score_codex":0.000052064024,"about_ca_system_score_gemma":0.00018472028,"threshold_uncertainty_score":0.99862653},"labels":[],"label_agreement":null},{"id":"W4200167434","doi":"10.3917/trav.046.0011","title":"Quelques réflexions sur le jugement France Télécom","year":2021,"lang":"fr","type":"article","venue":"Travailler","topic":"Regulation and Compliance Studies","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":"Saint Paul University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.0315784421981279,"score_gpt":0.23389431387177634,"score_spread":0.20231587167364845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200167434","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":[0.038969476,0.1850561,0.0026733128,0.24222313,0.007722471,0.0005579272,0.00001908728,0.00037859243,0.5223999],"genre_scores_gemma":[0.44109342,0.0023951917,0.00074405735,0.016788432,0.0021188632,0.000050178816,0.000054198706,0.00006147666,0.53669417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838996,0.000030018558,0.0003839707,0.00044410813,0.00030094263,0.00045100253],"domain_scores_gemma":[0.9988678,0.00002750668,0.00015137742,0.0003950378,0.00053247734,0.00002576523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001563604,0.00027877148,0.00033785412,0.00007773172,0.0004348194,0.00039137006,0.00018924648,0.00009270186,0.0064291735],"category_scores_gemma":[0.000056501824,0.00030081483,0.00018167958,0.0005217599,0.0001732117,0.00090972695,0.00020180746,0.00016445278,0.003556557],"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":[0.0000213858,0.0007776853,0.011945458,0.0007602746,0.00031840708,0.00007875936,0.00031502164,0.00035426233,0.00031842795,0.40610358,0.5173774,0.061629377],"study_design_scores_gemma":[0.0006668725,0.0000060916504,0.10317154,0.00025976927,0.00006146484,0.0000025742731,0.0004277835,0.00087818195,0.00013644667,0.0038802305,0.8901748,0.00033423657],"about_ca_topic_score_codex":0.0010659863,"about_ca_topic_score_gemma":0.00053956953,"teacher_disagreement_score":0.40222335,"about_ca_system_score_codex":0.000035555993,"about_ca_system_score_gemma":0.00009703837,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W42027272","doi":"10.2139/ssrn.2253272","title":"Stock Market and Deterrence Effect: A Long-Run Analysis of Major Environmental and Non-Environmental Disasters","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"Université Laval; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Environmental disaster; Stock market; Stock (firearms); Business; Deterrence (psychology); Natural resource economics; Economics; Financial economics; Environmental science; Environmental protection; Oil spill; Geography","score_opus":0.003311886232691035,"score_gpt":0.18301534001530304,"score_spread":0.179703453782612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42027272","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":[0.99732924,0.0010122692,0.0008009015,0.00016589688,0.000040316725,0.00017727415,0.0000013443688,0.0000070360293,0.00046574717],"genre_scores_gemma":[0.9987461,0.00055703527,0.000013185096,0.00008305782,0.000087402004,0.000010747739,0.0000057536136,0.000011115033,0.0004856138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987373,0.00001553865,0.00022060577,0.00019706151,0.00019886433,0.0006306801],"domain_scores_gemma":[0.9996347,0.000026804388,0.0002096987,0.00010289069,0.0000061372953,0.000019796356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003040755,0.00016417376,0.00026228183,0.00021543403,0.00019549922,0.00012152059,0.00011131939,0.000031063824,0.00028247116],"category_scores_gemma":[0.000005751203,0.00013513245,0.00009292664,0.0001414554,0.00014222716,0.0005956713,0.00012557232,0.0002500442,0.000021827791],"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":[0.000048259768,0.00004116918,0.968241,0.000019678186,0.00073524896,0.0000010907893,0.000056176006,0.000017430051,0.0013167884,0.00016732946,0.00007184989,0.029283984],"study_design_scores_gemma":[0.0006570368,0.00006857456,0.9897259,0.000012371028,0.00055368216,0.00001683035,0.0010259335,0.006072282,0.000012337314,0.0016262584,0.000067721725,0.00016109746],"about_ca_topic_score_codex":0.00006039824,"about_ca_topic_score_gemma":0.00016866559,"teacher_disagreement_score":0.029122885,"about_ca_system_score_codex":0.00009569883,"about_ca_system_score_gemma":0.000012226542,"threshold_uncertainty_score":0.5510541},"labels":[],"label_agreement":null},{"id":"W4205598006","doi":"10.4324/9781003007708-7","title":"Policy and Regulation","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science","score_opus":0.029731985658825844,"score_gpt":0.23275941287297092,"score_spread":0.20302742721414507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205598006","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":[0.000015927557,0.00011692435,0.000030943247,0.0024055722,0.00012949225,0.00011736645,0.0000010953846,0.00010221408,0.99708045],"genre_scores_gemma":[0.005318223,0.000067970504,0.000034712968,0.0021738827,0.0015852656,0.0000069802845,0.00004312944,0.000026171865,0.99074364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994332,6.715445e-7,0.00013063085,0.0001855035,0.00016658622,0.00008340419],"domain_scores_gemma":[0.99967885,0.000009084938,0.0001279539,0.00013166948,0.000048789036,0.0000036821546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050541814,0.00013866718,0.0001429602,0.00023573749,0.00020980508,0.00010223002,0.000063281885,0.000043018048,0.007572054],"category_scores_gemma":[0.000009753859,0.00013033648,0.000044994475,0.000041302068,0.000040128394,0.0002588806,0.00023844928,0.000072603536,0.00023168376],"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":[0.0000034511268,0.0000013902925,0.00004455379,0.000030275127,0.000014256047,6.170561e-7,0.0000028982147,0.000004882097,0.0000011613529,0.97200036,0.01623952,0.011656616],"study_design_scores_gemma":[0.00007083227,0.0000015130669,0.0018972079,0.00001015745,0.000014437458,6.2524026e-7,0.0000061620785,0.0001277523,7.896902e-8,0.21737424,0.7803752,0.00012182303],"about_ca_topic_score_codex":0.00008815903,"about_ca_topic_score_gemma":0.000027841481,"teacher_disagreement_score":0.76413566,"about_ca_system_score_codex":0.000020114629,"about_ca_system_score_gemma":0.000011485222,"threshold_uncertainty_score":0.9933352},"labels":[],"label_agreement":null},{"id":"W4206044874","doi":"10.1093/yiel/yvaa008","title":"C. Non-Compliance Procedures","year":2019,"lang":"en","type":"article","venue":"Yearbook of International Environmental Law","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Convention; Protocol (science); Montreal Protocol; Environmental science; Environmental protection; Political science; Law; Ozone layer; Ozone; Medicine; Geography; Meteorology","score_opus":0.010962929806675159,"score_gpt":0.21237979498085005,"score_spread":0.2014168651741749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206044874","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":[0.339395,0.000048192087,0.000028212351,0.00035936324,0.00037118903,0.00015567252,0.0000037251118,0.000021337692,0.6596173],"genre_scores_gemma":[0.99284655,0.0000083413115,0.0001135281,0.0010456084,0.00024182684,0.000008408484,0.000016822254,0.00000980654,0.0057091145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994155,7.771288e-7,0.00013562849,0.00013778004,0.0002289948,0.00008131823],"domain_scores_gemma":[0.9997751,0.0000051949946,0.000104066916,0.00009954935,0.000011844048,0.0000042369784],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000032252214,0.00007730166,0.00008952978,0.000039524293,0.000030626685,0.000029012777,0.0001809968,0.000017778191,0.0019513883],"category_scores_gemma":[0.0000026804423,0.00007316835,0.000049155093,0.000027836539,0.0000776393,0.00034467966,0.000114321425,0.00003486383,0.0022202204],"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":[0.00011968273,0.0003015859,0.3477778,0.00018836,0.00015574714,0.0000037334123,0.00006832804,0.00059597864,0.045977738,0.59781235,0.0051207286,0.0018779286],"study_design_scores_gemma":[0.00094297546,0.000018174174,0.58518624,0.00016121013,0.000013689627,0.0000025052884,0.0001842566,0.003798761,0.0023555711,0.005415764,0.40162235,0.0002984697],"about_ca_topic_score_codex":0.0000412549,"about_ca_topic_score_gemma":0.000007431103,"teacher_disagreement_score":0.6539082,"about_ca_system_score_codex":0.00002351185,"about_ca_system_score_gemma":0.0000026402327,"threshold_uncertainty_score":0.998961},"labels":[],"label_agreement":null},{"id":"W4206887039","doi":"","title":"Between European Precaution and National Compensation : The Discourses of Risk Management","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Regulation and Compliance Studies","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":"Université de Montréal","funders":"","keywords":"Compensation (psychology); Risk management; Business; Political science; Risk analysis (engineering); Environmental planning; Environmental science; Psychology; Social psychology; Finance","score_opus":0.024320237930910517,"score_gpt":0.2394115357080164,"score_spread":0.2150912977771059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206887039","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":[0.3509803,0.0006927301,0.06890251,0.014393376,0.0003925588,0.0009540738,0.00007644757,0.00023076909,0.56337726],"genre_scores_gemma":[0.9947328,0.00020633057,0.003295681,0.000075143485,0.00018847077,0.000022893333,0.00030958757,0.000022839207,0.0011462732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977557,0.0008576215,0.00039861532,0.0003973583,0.0004433864,0.00014729319],"domain_scores_gemma":[0.99645096,0.00039694717,0.0008255153,0.0006393156,0.0016735179,0.0000137178495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004202937,0.00020082164,0.0002135527,0.00016697063,0.00051138847,0.00038505302,0.00054935704,0.000057987232,0.000051523475],"category_scores_gemma":[0.00043663348,0.00016738957,0.00009471158,0.00024673503,0.00037786167,0.00021989718,0.0014593296,0.00020331921,0.000041597174],"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":[0.000021762862,0.00028134076,0.11111203,0.0006738599,0.00039312075,7.943977e-7,0.0037894538,0.00025689453,0.000045366265,0.69975847,0.008092528,0.17557439],"study_design_scores_gemma":[0.00039316746,1.6703659e-7,0.9071656,0.0010587458,0.00017242713,4.995357e-7,0.00031551297,0.00855731,0.00019870429,0.05598177,0.025875665,0.0002804642],"about_ca_topic_score_codex":0.00033350696,"about_ca_topic_score_gemma":0.00030567945,"teacher_disagreement_score":0.7960535,"about_ca_system_score_codex":0.000032502205,"about_ca_system_score_gemma":0.000022119546,"threshold_uncertainty_score":0.6825949},"labels":[],"label_agreement":null},{"id":"W4211254452","doi":"10.32920/ryerson.14655870","title":"Learning from third party certified environmental mangement systems in local authority organizations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance 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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Certification; Accountability; Transparency (behavior); Business; Public relations; Accounting; Environmental resource management; Political science; Management; Economics","score_opus":0.031704341383755864,"score_gpt":0.22358123502377508,"score_spread":0.19187689364001922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211254452","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":[0.8761802,0.0019686294,0.050802708,0.0022676021,0.0042297845,0.001408068,0.000016381737,0.0006394434,0.062487215],"genre_scores_gemma":[0.9951154,0.00006127398,0.00012174571,0.00024832942,0.00065741624,0.000076005395,0.0009050404,0.000029459656,0.0027853565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983775,0.000036632984,0.00044907723,0.0005665464,0.000333945,0.00023629738],"domain_scores_gemma":[0.99934417,0.00002446144,0.00023738018,0.00031276394,0.00006870562,0.0000125150555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016464113,0.0002752455,0.00038133102,0.00013197889,0.00022515835,0.000625961,0.00022077622,0.00016222161,0.0020940679],"category_scores_gemma":[0.000037237372,0.00026999894,0.000073806004,0.000261149,0.000056468878,0.00028172077,0.0013971255,0.00042666285,0.00044827163],"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":[0.000036971225,0.00058345724,0.69680995,0.00078052125,0.0004245399,0.00006941791,0.0011492174,0.2650878,0.00043384,0.009060787,0.019115793,0.0064476742],"study_design_scores_gemma":[0.0006597649,0.0000052272,0.66059524,0.00041469987,0.00013801787,5.286844e-7,0.021913348,0.26513,0.00003736169,0.0013348584,0.048899673,0.00087125925],"about_ca_topic_score_codex":0.0038380327,"about_ca_topic_score_gemma":0.0009238929,"teacher_disagreement_score":0.118935205,"about_ca_system_score_codex":0.00015856768,"about_ca_system_score_gemma":0.000023553437,"threshold_uncertainty_score":0.9999752},"labels":[],"label_agreement":null},{"id":"W4212912135","doi":"10.1093/oxfordhb/9780197515037.013.10","title":"Comparing Voluntary Sustainability Standards","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Regulation and Compliance Studies","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":"McGill University","funders":"","keywords":"Sustainability; Strengths and weaknesses; Certification; Turnover; Environmental research; Political science; Business; Environmental resource management; Psychology; Economics; Management; Ecology; Social psychology","score_opus":0.030769556464551304,"score_gpt":0.216668364633913,"score_spread":0.18589880816936172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212912135","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":[0.00064484344,0.00010412085,0.00037403326,0.0001065679,0.00026422428,0.000299204,0.000024775574,0.00018176025,0.99800044],"genre_scores_gemma":[0.016512202,0.00004741147,0.00005012135,0.0001763505,0.00045620202,8.650927e-7,0.000068929956,0.000036031663,0.9826519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864733,0.000007067701,0.00019172921,0.00045830163,0.0004311807,0.00026438056],"domain_scores_gemma":[0.9983164,0.000019877723,0.00024618013,0.0004339213,0.0009634334,0.000020153799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013542394,0.0003245051,0.00045972626,0.00016459671,0.00042261952,0.00018308104,0.0003497204,0.000158283,0.00018745483],"category_scores_gemma":[0.00001757325,0.00038100002,0.00022995625,0.000018414137,0.00019286234,0.00031185776,0.00093720574,0.00028703455,0.000001887206],"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":[0.00009198834,0.000010135789,0.00069363485,0.00042166866,0.00014171335,0.000105080675,0.000030121191,0.000044161057,5.7706836e-7,0.9824734,0.011474419,0.004513117],"study_design_scores_gemma":[0.00040728194,0.000004777723,0.0007693264,0.00013753732,0.00016690609,0.0000010482122,0.00025552823,0.00037340366,0.000001386038,0.004714232,0.99277794,0.0003906141],"about_ca_topic_score_codex":0.00021735218,"about_ca_topic_score_gemma":0.00019744101,"teacher_disagreement_score":0.9813035,"about_ca_system_score_codex":0.0004019151,"about_ca_system_score_gemma":0.00012035203,"threshold_uncertainty_score":0.9998642},"labels":[],"label_agreement":null},{"id":"W4213100009","doi":"10.2307/j.ctvqmp0vn.5","title":"Regulating Systemic Risk in Canada","year":2019,"lang":"en","type":"book-chapter","venue":"MQUP eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Systemic risk; Business; Economics","score_opus":0.017850390426784307,"score_gpt":0.18254300851954997,"score_spread":0.16469261809276567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213100009","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":[0.007310578,0.00023550515,0.000011227111,0.000056982033,0.00074793317,0.00038428593,0.000005291787,0.000054650634,0.99119353],"genre_scores_gemma":[0.47400963,0.0000068507547,0.000014594778,0.00041900642,0.0006686884,0.000009935254,0.000012003061,0.000055134406,0.5248042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986423,0.0000042452934,0.00042834345,0.00035080966,0.0003232417,0.0002510628],"domain_scores_gemma":[0.99897546,0.000032980395,0.00053047395,0.00035838026,0.00009453893,0.000008177721],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013089845,0.00030632826,0.00044732826,0.00018038404,0.00011970166,0.00009158023,0.00021276946,0.00010039219,0.00014464924],"category_scores_gemma":[0.000014753334,0.000297483,0.00008589156,0.00002275128,0.000021119538,0.000086861626,0.00017689152,0.00026750434,0.00035769463],"study_design_candidate":"not_applicable","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":[0.00006769292,0.0000067722626,0.052856002,0.0020925072,0.00026588337,0.00009413113,0.00012894366,0.0011537841,0.000050535466,0.8119536,0.032934133,0.09839603],"study_design_scores_gemma":[0.0010471332,0.0000059499203,0.018131904,0.002894567,0.00014767077,0.000008048223,0.00033052952,0.004495194,0.000005479428,0.029811058,0.94173825,0.0013842211],"about_ca_topic_score_codex":0.48503542,"about_ca_topic_score_gemma":0.826751,"teacher_disagreement_score":0.9088041,"about_ca_system_score_codex":0.00033049376,"about_ca_system_score_gemma":0.0002582466,"threshold_uncertainty_score":0.9999477},"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":"W4220669035","doi":"10.11606/d.3.2021.tde-17032022-133347","title":"Impacto das audiências e consultas públicas na regulação brasileira.","year":2021,"lang":"pt","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Canada Excellence Research Chairs, Government of Canada; Agência Nacional do Petróleo, Gás Natural e Biocombustíveis; Alzheimer's Research and Prevention Foundation","keywords":"Political science; Physics","score_opus":0.03866751703527501,"score_gpt":0.31308513874494015,"score_spread":0.27441762170966516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220669035","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":[0.29357,0.009487211,0.0012699474,0.004875433,0.009332912,0.0024849707,0.000078641664,0.0011065442,0.67779434],"genre_scores_gemma":[0.7230171,0.00027594203,0.00016077013,0.0033373518,0.0015083657,0.00010358409,0.0041830814,0.00016857639,0.26724523],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9952652,0.000056126526,0.0012672931,0.0013782934,0.0010625966,0.0009705047],"domain_scores_gemma":[0.9953324,0.00015183938,0.001231161,0.0010130886,0.0021918183,0.0000796648],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038443113,0.0011707082,0.0013425441,0.0006793603,0.0011273114,0.0018245633,0.0006697603,0.0005814084,0.013957945],"category_scores_gemma":[0.00062663946,0.0011306996,0.0006559715,0.0021547861,0.00016468504,0.0013674069,0.00037482797,0.0005712926,0.0040024524],"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":[0.0009038489,0.0012843768,0.110960715,0.0078109177,0.0034404914,0.00030844728,0.0031806522,0.00013340746,0.002728994,0.08713197,0.6962198,0.0858964],"study_design_scores_gemma":[0.0027408204,0.000057211397,0.6486433,0.0026711705,0.0014002953,0.0000193097,0.046754714,0.00520642,0.00073882565,0.0011440697,0.28675148,0.003872398],"about_ca_topic_score_codex":0.0008554945,"about_ca_topic_score_gemma":0.0015868483,"teacher_disagreement_score":0.5376826,"about_ca_system_score_codex":0.00013182669,"about_ca_system_score_gemma":0.00026269958,"threshold_uncertainty_score":0.9992116},"labels":[],"label_agreement":null},{"id":"W4224107272","doi":"10.1080/02723638.2022.2039433","title":"Mobilizing legal expertise in and against cities: urban planning amidst increased legal action in Bogotá","year":2022,"lang":"en","type":"article","venue":"Urban Geography","topic":"Regulation and Compliance Studies","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":"Universidad de los Andes","keywords":"Context (archaeology); Politics; Action (physics); Urban planning; Public administration; Political science; Legal action; Public relations; Environmental planning; Law; Geography; Engineering; Civil engineering","score_opus":0.02054311262786052,"score_gpt":0.233466105762334,"score_spread":0.2129229931344735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224107272","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":[0.9846555,0.0024429793,0.00002062284,0.0002325408,0.0002684192,0.0002474034,0.0000028581262,0.0001264724,0.012003211],"genre_scores_gemma":[0.9981778,0.000024704112,0.000020958343,0.0011430894,0.00027649003,0.00016311476,0.00003628875,0.000020201345,0.00013731916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998765,0.000028608816,0.00029845187,0.0003405382,0.00025345263,0.00031393004],"domain_scores_gemma":[0.99965155,0.000025305677,0.00012641874,0.00015329076,0.000029181534,0.000014240543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002415885,0.00018579897,0.00022280322,0.000995324,0.00039638486,0.00023779806,0.00013814708,0.000032252046,0.000060326765],"category_scores_gemma":[0.000021546703,0.00020696085,0.00007696939,0.0010124065,0.000082750215,0.00093120284,0.00020373047,0.00022641548,0.0000036812032],"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":[0.00009811791,0.00008161575,0.98901635,0.000058151985,0.000017730563,0.00004551711,0.00069028436,0.0007624991,0.00020936778,0.0015232632,0.0042080795,0.0032890465],"study_design_scores_gemma":[0.0012400843,0.00002025393,0.831694,0.00008838562,0.00000916383,0.000002247552,0.010172375,0.009741677,0.000007154067,0.00021898432,0.14645314,0.00035252914],"about_ca_topic_score_codex":0.002419174,"about_ca_topic_score_gemma":0.00027602667,"teacher_disagreement_score":0.15732232,"about_ca_system_score_codex":0.000069328365,"about_ca_system_score_gemma":0.000011568893,"threshold_uncertainty_score":0.84396183},"labels":[],"label_agreement":null},{"id":"W4229788090","doi":"10.1080/14747731003669669","title":"After Neoliberalization?","year":2010,"lang":"en","type":"article","venue":"Globalizations","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":535,"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":"Restructuring; Humanities; Neoliberalism (international relations); Capitalism; Political science; Conceptualization; Economy; Sociology; Economics; Political economy; Philosophy; Politics","score_opus":0.007186798561222951,"score_gpt":0.21642454527230018,"score_spread":0.20923774671107723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229788090","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":[0.17755145,0.0000870338,0.029241303,0.007339761,0.0028024514,0.0003802733,0.00001016513,0.0007430857,0.7818445],"genre_scores_gemma":[0.9927313,0.0000024285616,0.00043563958,0.004298677,0.00076685013,0.000034735454,0.000038382404,0.000010288172,0.0016817314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951625,0.0000016917235,0.00011919516,0.00012523126,0.000114306735,0.00012335317],"domain_scores_gemma":[0.9995962,0.0000038360463,0.000050244664,0.00016713535,0.00017557833,0.0000070392775],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000035199784,0.00007798546,0.00006346714,0.00007153524,0.00018793166,0.00019116604,0.00009944054,0.000030392064,0.001657907],"category_scores_gemma":[0.000042359596,0.00007360741,0.000034480603,0.00049668574,0.000046628207,0.00050102023,0.00006221042,0.000040280665,0.0008805307],"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":[0.0000034607274,0.000029601348,0.12561914,0.0000111221825,0.000008367275,0.0000010374459,0.000020028067,0.0001598087,0.00006211684,0.8366254,0.036623277,0.00083664607],"study_design_scores_gemma":[0.00013673537,6.394455e-7,0.28206754,0.0000046730247,0.000014605145,0.0000010760589,0.000022688193,0.0026521545,0.0000036036126,0.0268802,0.6880967,0.00011941565],"about_ca_topic_score_codex":0.000047384823,"about_ca_topic_score_gemma":0.0003246181,"teacher_disagreement_score":0.8151798,"about_ca_system_score_codex":0.0000046139635,"about_ca_system_score_gemma":0.000007570843,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W4230142878","doi":"10.2139/ssrn.3165580","title":"Carrying Little Sticks: Is There a Deterrence Gapp in Employment Standards Enforcement in Ontario, Canada?","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Deterrence (psychology); Enforcement; Business; Political science; Criminology; Law; Sociology","score_opus":0.014903606104867661,"score_gpt":0.2383645530838497,"score_spread":0.22346094697898206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230142878","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":[0.97911555,0.0009628883,0.00080674875,0.0009225722,0.00035704725,0.00017981979,0.0000011692796,0.000012641255,0.017641583],"genre_scores_gemma":[0.99727786,0.00012638325,0.000013166963,0.0006380853,0.00031741953,0.000014786111,0.0000018625313,0.000012025022,0.0015984082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977726,0.000010246286,0.00032818082,0.00018766777,0.00046785516,0.0012334642],"domain_scores_gemma":[0.9995481,0.0000089884525,0.00014989094,0.00011987094,0.00016000445,0.000013167026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079548196,0.00015311808,0.00018108953,0.00014596539,0.00019731374,0.00012821326,0.0002068071,0.0000271479,0.00081810844],"category_scores_gemma":[0.000025639243,0.00013498164,0.000039273968,0.00024548668,0.000035213416,0.00032252673,0.000077339326,0.00056892604,0.0000127228395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002269244,0.000094616895,0.90387684,0.000030812454,0.00014887562,0.000027347465,0.0014405526,0.0003677847,0.000049083785,0.047718693,0.005465757,0.040552717],"study_design_scores_gemma":[0.0034025738,0.0001849094,0.45358178,0.0006053248,0.000051889194,0.0000303017,0.014788049,0.0028540562,0.0000576638,0.09339096,0.4302066,0.0008459113],"about_ca_topic_score_codex":0.8896876,"about_ca_topic_score_gemma":0.9992307,"teacher_disagreement_score":0.45029506,"about_ca_system_score_codex":0.0040106247,"about_ca_system_score_gemma":0.0031085194,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W4232207309","doi":"10.7287/peerj.preprints.27372","title":"Effectiveness of the national pollutant release inventory as a policy tool to curb atmospheric industrial emissions in Canada","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance 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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Greenhouse gas; Business; Legislation; Government (linguistics); Agency (philosophy); Clean Air Act; Emissions trading; Environmental planning; Environmental resource management; Climate change; Air quality index; Pollutant; Criteria air contaminants; Environmental protection; Natural resource economics; Environmental science; Air pollutants; Air pollution; Political science; Economics; Geography","score_opus":0.034484897344335616,"score_gpt":0.2679386234870378,"score_spread":0.23345372614270216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232207309","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":[0.96178687,0.000028416147,0.000028102195,0.0032479286,0.0010938249,0.0009087576,0.000015235777,0.000025162844,0.03286573],"genre_scores_gemma":[0.9963153,0.0000024998285,0.000031325464,0.0016891933,0.0010589449,0.000088222114,0.0000069790863,0.000015799775,0.00079175667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985088,0.00004794218,0.0003641229,0.0003113021,0.00056228915,0.00020553175],"domain_scores_gemma":[0.9991148,0.000055447123,0.00026446284,0.00024335823,0.00030432473,0.000017592392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032929776,0.0002081674,0.00030778386,0.0000684392,0.00012683301,0.000059890044,0.00040895696,0.000095593976,0.00026631614],"category_scores_gemma":[0.0009782591,0.00015138852,0.000095713076,0.0008329152,0.000052653002,0.000106579304,0.0011584979,0.00023359554,0.000024891735],"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":[0.001139892,0.0004136416,0.64914906,0.0021541645,0.00049390807,0.000012098099,0.0002473047,0.043002784,0.00055157015,0.10604201,0.18121223,0.015581331],"study_design_scores_gemma":[0.0011995154,0.000010246618,0.9138451,0.0017455424,0.00004111113,8.9238716e-7,0.00025701872,0.0061596404,0.00012680423,0.024844784,0.05118303,0.0005863125],"about_ca_topic_score_codex":0.8277628,"about_ca_topic_score_gemma":0.33782116,"teacher_disagreement_score":0.48994166,"about_ca_system_score_codex":0.0008143042,"about_ca_system_score_gemma":0.0031788412,"threshold_uncertainty_score":0.67426187},"labels":[],"label_agreement":null},{"id":"W4232521231","doi":"10.1108/15285810310813040","title":"The compliance gap","year":2003,"lang":"en","type":"article","venue":"Journal of Investment Compliance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"Compliance (psychology); Business; Quarter (Canadian coin); Accounting; Checklist; Risk management; Public relations; Finance; Psychology; Political science","score_opus":0.10945416621557831,"score_gpt":0.28884692545155527,"score_spread":0.17939275923597697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232521231","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":[0.06539396,0.016481547,0.0070298035,0.02162248,0.0076660663,0.0008181464,0.0000019943254,0.00014034906,0.88084567],"genre_scores_gemma":[0.9804387,0.00023793729,0.0021400102,0.013043037,0.0010783839,0.000013385632,8.101317e-7,0.000027826149,0.003019921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985607,0.000025805663,0.000553425,0.00013967058,0.00043025534,0.000290143],"domain_scores_gemma":[0.99827826,0.00008570384,0.0008188276,0.00026910118,0.00052426173,0.000023840339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722343,0.0001755392,0.00025705146,0.00007905139,0.0005730511,0.0003051482,0.00044125872,0.000026049083,0.000080362035],"category_scores_gemma":[0.00021739527,0.00011404614,0.00014832277,0.0003648277,0.00018855161,0.0006188045,0.000057896304,0.00017912517,0.0002859891],"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":[0.000054519045,0.00011035396,0.010203135,0.00008003215,0.00010205568,0.000017646285,0.000034906745,0.00031861346,0.0002928925,0.8826338,0.101909466,0.0042425543],"study_design_scores_gemma":[0.0006218117,0.000022826816,0.028583908,0.0002017261,0.00002564305,0.00003391449,0.0002650699,0.0006045243,0.000075269694,0.07937562,0.89001244,0.00017724738],"about_ca_topic_score_codex":0.000004533001,"about_ca_topic_score_gemma":0.000007666952,"teacher_disagreement_score":0.9150447,"about_ca_system_score_codex":0.000054025866,"about_ca_system_score_gemma":0.000035725392,"threshold_uncertainty_score":0.46506664},"labels":[],"label_agreement":null},{"id":"W4235072222","doi":"10.1108/s1059-4337(2013)0000062018","title":"Editorial board","year":2013,"lang":"en","type":"paratext","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Jurisprudence; Politics; Law; Publishing; Sociology; Political science","score_opus":0.019846771326208233,"score_gpt":0.24239499204215925,"score_spread":0.222548220715951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235072222","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":[0.000014975453,0.00012659394,0.00008491757,0.0006002142,0.31448698,0.00014735683,0.0000010909524,0.00006510383,0.6844728],"genre_scores_gemma":[0.00022057643,0.000030936313,0.00002778085,0.0010215362,0.4614512,0.00003648359,0.00006513911,0.000019859812,0.5371265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990149,0.0000022746542,0.0002030781,0.00025702943,0.00030966633,0.000213044],"domain_scores_gemma":[0.9993153,0.000011026086,0.00017383588,0.00021729707,0.0002768936,0.0000056293416],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004516272,0.0002304591,0.00027912174,0.00012718848,0.00014689128,0.00052275305,0.00023285697,0.00017675236,0.047994345],"category_scores_gemma":[0.000016017248,0.00018139947,0.00010854509,0.00015648537,0.000039271315,0.00046744433,0.00020558968,0.00015426571,0.3556213],"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":[0.0000036276977,0.000008747085,0.000016508126,0.00007511804,0.000024532546,9.013406e-8,0.0000015697917,0.000007977064,0.0000027800734,0.003460298,0.9952746,0.0011241356],"study_design_scores_gemma":[0.0001621021,0.0000016317256,0.00015027361,0.000029291863,0.000017276388,3.5515754e-8,0.00002609747,0.000083070554,8.0040013e-7,0.0006918845,0.9985915,0.0002460819],"about_ca_topic_score_codex":0.0005955559,"about_ca_topic_score_gemma":0.000021903594,"teacher_disagreement_score":0.30762696,"about_ca_system_score_codex":0.000016270082,"about_ca_system_score_gemma":0.000014880794,"threshold_uncertainty_score":0.9528759},"labels":[],"label_agreement":null},{"id":"W4237555212","doi":"10.2139/ssrn.2053804","title":"Enforceability and the Effectiveness of Laws and Regulations","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Law; Business; Political science","score_opus":0.009000715721549576,"score_gpt":0.22631307655558422,"score_spread":0.21731236083403466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237555212","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":[0.9867438,0.0034206598,0.0018096254,0.00061995344,0.0000974654,0.00016151347,1.4930163e-7,0.000011032458,0.007135808],"genre_scores_gemma":[0.99932796,0.00024098814,0.000009760829,0.00004897086,0.0002526215,0.0000045827255,4.701738e-7,0.0000043848595,0.00011024128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992523,0.000045333363,0.00012288411,0.0000568036,0.000098314325,0.00042433487],"domain_scores_gemma":[0.9996209,0.00012887434,0.000106265376,0.000070169495,0.000067958856,0.0000058323244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031936863,0.00006238461,0.00012102931,0.00003878844,0.00024523065,0.000048040725,0.00005833252,0.000016358585,0.0000061865567],"category_scores_gemma":[0.000094113835,0.000038200193,0.000034989822,0.000104000064,0.00017000141,0.00043938632,0.000054305292,0.0001930124,0.000002163663],"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":[0.00010560565,0.000013577978,0.09629921,0.000028503442,0.000039062445,1.200987e-8,0.000037913782,0.0000073358683,0.00003554322,0.8996537,0.0000082815195,0.0037713095],"study_design_scores_gemma":[0.0010532816,0.000006826841,0.54128265,0.000016299842,0.000041641073,0.000015646003,0.0006405211,0.00021997976,0.000008055175,0.45542789,0.0012331869,0.00005403156],"about_ca_topic_score_codex":0.000060745348,"about_ca_topic_score_gemma":0.000058359507,"teacher_disagreement_score":0.44498342,"about_ca_system_score_codex":0.00003353639,"about_ca_system_score_gemma":0.000030443236,"threshold_uncertainty_score":0.18861407},"labels":[],"label_agreement":null},{"id":"W4241756148","doi":"10.1787/862124e2-en","title":"Regulatory Capacity Building","year":2018,"lang":"en","type":"paratext","venue":"International transport forum policy papers","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Agency (philosophy); Business; Competition (biology); Government (linguistics); Relation (database); Data collection; Finance; Transport engineering; Industrial organization; Environmental economics; Economics; Computer science; Engineering","score_opus":0.027905633778151237,"score_gpt":0.2752116450705769,"score_spread":0.24730601129242563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241756148","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011153626,0.00010842336,0.0001779566,0.008892413,0.0067447163,0.00025503105,0.00012948956,0.00014475884,0.9723936],"genre_scores_gemma":[0.72335774,0.000134453,0.00019552576,0.010575552,0.019079767,0.00007522387,0.0007190214,0.000117293566,0.2457454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766266,0.0000056946565,0.00054374145,0.00057412323,0.0007107868,0.0005029691],"domain_scores_gemma":[0.99881524,0.000018857589,0.0004484914,0.00034951232,0.0003402641,0.00002765189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014343225,0.00047449462,0.0004266184,0.00070489827,0.00030988513,0.0001701243,0.0007750217,0.00025157296,0.007954222],"category_scores_gemma":[0.00003325864,0.00046697076,0.00038815377,0.00036323234,0.0002984174,0.00060135964,0.00009546587,0.00027318188,0.0061755474],"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":[0.000089950445,0.00008034115,0.0049273795,0.00026303728,0.0006171895,0.000008445977,0.00009110436,0.0003983455,0.00055087876,0.15578113,0.83427566,0.0029165486],"study_design_scores_gemma":[0.0003591415,0.000005874368,0.018521126,0.0002150403,0.000043645756,0.000003239653,0.00006060505,0.00009834862,0.000041565003,0.0020430773,0.97812515,0.00048319652],"about_ca_topic_score_codex":0.0015570567,"about_ca_topic_score_gemma":0.0003717891,"teacher_disagreement_score":0.72664815,"about_ca_system_score_codex":0.00020157442,"about_ca_system_score_gemma":0.00009405433,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W4243284584","doi":"10.32920/ryerson.14655870.v1","title":"Learning from third party certified environmental mangement systems in local authority organizations","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Certification; Accountability; Transparency (behavior); Business; Accounting; Public relations; Environmental resource management; Political science; Management; Economics","score_opus":0.031704341383755864,"score_gpt":0.22358123502377508,"score_spread":0.19187689364001922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243284584","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":[0.8761802,0.0019686294,0.050802708,0.0022676021,0.0042297845,0.001408068,0.000016381737,0.0006394434,0.062487215],"genre_scores_gemma":[0.9951154,0.00006127398,0.00012174571,0.00024832942,0.00065741624,0.000076005395,0.0009050404,0.000029459656,0.0027853565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983775,0.000036632984,0.00044907723,0.0005665464,0.000333945,0.00023629738],"domain_scores_gemma":[0.99934417,0.00002446144,0.00023738018,0.00031276394,0.00006870562,0.0000125150555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016464113,0.0002752455,0.00038133102,0.00013197889,0.00022515835,0.000625961,0.00022077622,0.00016222161,0.0020940679],"category_scores_gemma":[0.000037237372,0.00026999894,0.000073806004,0.000261149,0.000056468878,0.00028172077,0.0013971255,0.00042666285,0.00044827163],"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":[0.000036971225,0.00058345724,0.69680995,0.00078052125,0.0004245399,0.00006941791,0.0011492174,0.2650878,0.00043384,0.009060787,0.019115793,0.0064476742],"study_design_scores_gemma":[0.0006597649,0.0000052272,0.66059524,0.00041469987,0.00013801787,5.286844e-7,0.021913348,0.26513,0.00003736169,0.0013348584,0.048899673,0.00087125925],"about_ca_topic_score_codex":0.0038380327,"about_ca_topic_score_gemma":0.0009238929,"teacher_disagreement_score":0.118935205,"about_ca_system_score_codex":0.00015856768,"about_ca_system_score_gemma":0.000023553437,"threshold_uncertainty_score":0.9999752},"labels":[],"label_agreement":null},{"id":"W4244527281","doi":"10.3138/cpp.37.3.381","title":"Court Decisions, NIMBY Claims, and the Siting of Unwanted Facilities: Policy Frames and the Impact of Judicialization in Locating a Landfill for Toronto's Solid Waste","year":2011,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"NIMBY; CONTEST; Environmental policy; Incrementalism; Tribunal; Politics; Municipal solid waste; Law; Political science; Law and economics; Public administration; Environmental planning; Sociology; Civil engineering; Engineering; Waste management; Environmental science","score_opus":0.03802697050189471,"score_gpt":0.2839064150758274,"score_spread":0.2458794445739327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244527281","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":[0.93047625,0.0016476666,0.00080940936,0.014670952,0.000080898826,0.0013179091,0.00012463084,0.000030048814,0.050842248],"genre_scores_gemma":[0.99869925,0.00010051561,0.000030186025,0.0007443155,0.00028939647,0.0000331009,0.000011534597,0.000010444076,0.000081244725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99912274,0.000029807643,0.00033522205,0.00012691891,0.000096315314,0.00028900502],"domain_scores_gemma":[0.99912065,0.00020213793,0.00024726457,0.00016323893,0.0002317599,0.00003495632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056303514,0.00011878338,0.00028107816,0.00032443888,0.000284902,0.000103266764,0.00015929466,0.00004552902,0.00002650509],"category_scores_gemma":[0.0017989216,0.00007264881,0.00006446715,0.00042037547,0.00040249358,0.00039145912,0.00006614344,0.000046977948,4.5256735e-7],"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":[0.00018218732,0.00001609233,0.032405756,0.000109066,0.00011554138,3.352489e-7,0.0065903896,0.000036154637,0.000007404591,0.9327006,0.0024862324,0.025350291],"study_design_scores_gemma":[0.016957154,0.0000839642,0.4391224,0.0006772609,0.00011992221,0.000010666034,0.08610623,0.13058083,0.000032341002,0.31141096,0.014079358,0.0008189175],"about_ca_topic_score_codex":0.77577496,"about_ca_topic_score_gemma":0.37957746,"teacher_disagreement_score":0.6212896,"about_ca_system_score_codex":0.0001404504,"about_ca_system_score_gemma":0.0004690712,"threshold_uncertainty_score":0.63174367},"labels":[],"label_agreement":null},{"id":"W4245020919","doi":"10.3138/9781442679399-fm","title":"Frontmatter","year":2000,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Regulation and Compliance Studies","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":"Carleton University; Dalhousie University; University of Saskatchewan","funders":"","keywords":"Materials science","score_opus":0.024229261589686187,"score_gpt":0.18753703879177655,"score_spread":0.16330777720209036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245020919","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":[0.000014320427,0.0005682787,0.00003568017,0.00003822434,0.0001324272,0.00015286948,0.000009023963,0.000071621515,0.99897754],"genre_scores_gemma":[0.0005443116,0.00005883314,0.00008507206,0.00019040701,0.00030701212,1.4351676e-7,0.000014238214,0.00002000361,0.99877995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935913,0.0000018242748,0.00011700229,0.00022095219,0.0001805126,0.00012060187],"domain_scores_gemma":[0.999419,0.000006937464,0.00021249101,0.0002582945,0.000094604875,0.000008705246],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000026810378,0.0001903074,0.00028074105,0.000025018478,0.00012536849,0.0000315566,0.0002858028,0.000117386204,0.012560855],"category_scores_gemma":[7.944852e-7,0.00021975963,0.0001565787,5.024834e-7,0.00012285002,0.00025305754,0.00018960811,0.00007191231,0.0003967064],"study_design_candidate":"not_applicable","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":[0.00016105468,0.000015578435,0.000024478635,0.00021541821,0.00026830324,0.000023066783,0.00040345456,0.0000122913325,0.000008270564,0.49855614,0.45213625,0.04817568],"study_design_scores_gemma":[0.0002686116,0.000004295651,0.0002428669,0.000107061474,0.00011052398,2.486386e-7,0.000018540135,0.000050488132,0.0000011204147,0.002701299,0.99627835,0.00021662061],"about_ca_topic_score_codex":0.026901916,"about_ca_topic_score_gemma":0.006935494,"teacher_disagreement_score":0.54414207,"about_ca_system_score_codex":0.000049433103,"about_ca_system_score_gemma":0.00000850899,"threshold_uncertainty_score":0.9883418},"labels":[],"label_agreement":null},{"id":"W4246177501","doi":"10.1007/978-1-4939-7131-2_100011","title":"Advisory Systems","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Computer science; Medicine","score_opus":0.04152565019046032,"score_gpt":0.22075770810895648,"score_spread":0.17923205791849617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246177501","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":[0.000014036989,0.00048085285,0.00019202297,0.00020284622,0.0011721129,0.00017605201,0.0000010504577,0.00016791496,0.9975931],"genre_scores_gemma":[0.0050317063,0.000021463738,0.000014946538,0.0009563943,0.005031803,0.00000795659,0.00002025115,0.00003973802,0.98887575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992253,6.0829944e-7,0.00020918208,0.00023365798,0.00020248111,0.0001287237],"domain_scores_gemma":[0.9993287,0.0000074504574,0.00019417383,0.00024167814,0.00022341814,0.000004626283],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006563929,0.00021268669,0.00024382125,0.00014210283,0.0001685371,0.00030849024,0.00015266376,0.0001042271,0.0074304086],"category_scores_gemma":[0.000005593862,0.00017505769,0.000092858325,0.000022971228,0.00011263183,0.0002225843,0.00014493824,0.00007223565,0.017624378],"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":[0.0000027906726,0.0000018743677,0.000021674528,0.00009465275,0.00003163548,0.0000014874698,0.0000033306362,0.0000017993494,7.5467057e-7,0.6623008,0.33667606,0.0008630917],"study_design_scores_gemma":[0.0000787726,0.0000024335602,0.00014393099,0.00012167739,0.000032079934,5.922183e-7,0.000030873216,0.00027159907,1.5754487e-7,0.025336325,0.9737543,0.00022727772],"about_ca_topic_score_codex":0.000036978614,"about_ca_topic_score_gemma":0.000022907081,"teacher_disagreement_score":0.6370782,"about_ca_system_score_codex":0.000015139203,"about_ca_system_score_gemma":0.000007207606,"threshold_uncertainty_score":0.9934769},"labels":[],"label_agreement":null},{"id":"W4248138612","doi":"10.1007/978-3-319-31816-5_1196-2","title":"Comparative and Development Public Administration and Policy","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Royal Roads University","funders":"","keywords":"Administration (probate law); Political science; Public administration; Law","score_opus":0.09768057517243726,"score_gpt":0.289088006062813,"score_spread":0.1914074308903757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248138612","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":[0.0010691781,0.00018301448,0.0001497929,0.0024478354,0.00006301025,0.00017138125,7.9181456e-7,0.00006146949,0.99585354],"genre_scores_gemma":[0.28800246,0.00006543591,0.00065096485,0.0018113218,0.0015971793,0.000013973813,0.00006919815,0.000022772632,0.70776665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937034,9.853871e-7,0.00017710982,0.00022209392,0.00012435141,0.00010509727],"domain_scores_gemma":[0.9995974,0.000008949407,0.00014622272,0.0000793437,0.00015710991,0.000010990638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056580957,0.00018468732,0.00021014313,0.00018704149,0.00022055626,0.00033128654,0.00004894675,0.00006421567,0.0007102948],"category_scores_gemma":[0.0000065040194,0.00015694097,0.000014714795,0.000027843756,0.00014317044,0.00032407846,0.00014193993,0.00004931638,0.00030690257],"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":[0.000008603422,0.000005905628,0.00025402082,0.000065382366,0.000058998157,7.2478406e-7,0.00008773207,2.1112175e-8,0.0000012145113,0.9706516,0.01865415,0.010211618],"study_design_scores_gemma":[0.00013252872,0.0000071510412,0.0055722375,0.00003483056,0.000010300153,0.0000015212819,0.00009968418,0.000041621348,0.0000027057476,0.017644985,0.9762543,0.0001981415],"about_ca_topic_score_codex":0.000005830213,"about_ca_topic_score_gemma":0.00023848117,"teacher_disagreement_score":0.9576001,"about_ca_system_score_codex":0.00001657685,"about_ca_system_score_gemma":0.000050644896,"threshold_uncertainty_score":0.777723},"labels":[],"label_agreement":null},{"id":"W4250030328","doi":"10.1007/978-1-4614-6170-8_100868","title":"Advisory Systems","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Political science","score_opus":0.03287620270198671,"score_gpt":0.20825819473642895,"score_spread":0.17538199203444224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250030328","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":[0.0000037749885,0.000446883,0.0011761036,0.00031197135,0.0009333214,0.00016354612,5.9063296e-7,0.00016888882,0.99679494],"genre_scores_gemma":[0.016216347,0.000019434468,0.000011183187,0.0013124046,0.0031957836,0.0000087575045,0.00002109152,0.00004031969,0.9791747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992341,8.289878e-7,0.00021656744,0.00022298934,0.00020135345,0.00012417305],"domain_scores_gemma":[0.9993902,0.000011655052,0.00020599941,0.0002411566,0.00014623434,0.0000047842823],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007826197,0.00021555655,0.00028237738,0.0001392387,0.00014689764,0.00028784768,0.00014710582,0.000102124344,0.0015818414],"category_scores_gemma":[0.000006516374,0.0001780533,0.000101739985,0.000018360568,0.00006234802,0.00012211544,0.000118531396,0.00008790133,0.008324434],"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":[0.0000019012289,0.0000011487085,0.00002776899,0.00013352028,0.000025037478,9.588583e-7,0.0000011400102,0.000014196569,6.513122e-7,0.8444042,0.15222329,0.0031661377],"study_design_scores_gemma":[0.00008857644,0.0000016329249,0.00017753005,0.00011590227,0.000032161282,5.105342e-7,0.0000109031635,0.0006850804,7.84171e-8,0.015256197,0.9833972,0.0002342307],"about_ca_topic_score_codex":0.000044874138,"about_ca_topic_score_gemma":0.000017131417,"teacher_disagreement_score":0.8311739,"about_ca_system_score_codex":0.000012890046,"about_ca_system_score_gemma":0.0000051340867,"threshold_uncertainty_score":0.9993308},"labels":[],"label_agreement":null},{"id":"W4250281876","doi":"10.1093/oso/9780198836995.001.0001","title":"Criminality at Work","year":2020,"lang":"en","type":"book","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"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":"Criminal law; Political science; Scholarship; Sociology; Labour law; Normative; Law; Criminology","score_opus":0.06874034017207023,"score_gpt":0.2299959974850171,"score_spread":0.16125565731294686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250281876","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":[0.000017709603,0.00019786041,0.00008257162,0.0035859386,0.00038025147,0.00013735931,8.364051e-7,0.00022313408,0.9953743],"genre_scores_gemma":[0.00083821535,0.000010560979,0.000053388354,0.008155756,0.002827588,0.000008876824,0.00007864846,0.000026924232,0.98800004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991636,0.0000016448101,0.00019007528,0.0002812417,0.00022310844,0.00014028282],"domain_scores_gemma":[0.999533,0.000013534026,0.00016261345,0.0001945368,0.00008914059,0.0000071817776],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004678674,0.00020643663,0.0002657693,0.00005279221,0.00011998203,0.00013397724,0.00017960554,0.00008117754,0.0063016717],"category_scores_gemma":[0.000017856315,0.00017671674,0.00013209395,0.00010408335,0.000052608913,0.00015028787,0.00042838563,0.000107165164,0.010676226],"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":[0.000014213514,0.0000037119403,0.00037461013,0.0001579414,0.000026338763,0.0000041443077,0.000006519253,0.0000013477706,1.9994744e-7,0.07370887,0.922616,0.0030860906],"study_design_scores_gemma":[0.00007953758,0.0000011322651,0.003551447,0.00005207727,0.000056360535,1.4873845e-7,0.000012133999,0.000025287818,1.5706054e-7,0.014384257,0.98162144,0.00021601653],"about_ca_topic_score_codex":0.000012301136,"about_ca_topic_score_gemma":0.00002644843,"teacher_disagreement_score":0.05932461,"about_ca_system_score_codex":0.00006126107,"about_ca_system_score_gemma":0.000015805752,"threshold_uncertainty_score":0.9946067},"labels":[],"label_agreement":null},{"id":"W4250709937","doi":"10.2139/ssrn.1785450","title":"Enforceability and the Effectiveness of Laws and Regulations","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Manitoba","funders":"","keywords":"Law; Political science; Business","score_opus":0.014134661855928892,"score_gpt":0.21352562002430792,"score_spread":0.199390958168379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250709937","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":[0.9755174,0.0013019013,0.0023526708,0.00029799313,0.00006971582,0.00018649492,1.5861438e-7,0.000013827486,0.020259857],"genre_scores_gemma":[0.9995102,0.00022634162,0.000017632454,0.0000394329,0.00008771573,0.000004546628,3.1084534e-7,0.0000043329123,0.00010944854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993598,0.000039617487,0.0001308907,0.00007714809,0.00008586185,0.00030669765],"domain_scores_gemma":[0.9996405,0.00007742213,0.000113157315,0.00007790218,0.00008688676,0.0000040774926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002215238,0.000062907995,0.00012264168,0.000042376385,0.00022301446,0.00003775382,0.00007478675,0.000016306045,0.000010907656],"category_scores_gemma":[0.000072296265,0.00003873417,0.00003596055,0.00010208056,0.00021374255,0.00027267064,0.00005493753,0.00018759046,0.0000017798649],"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":[0.0002048614,0.00001286359,0.03830665,0.00002694409,0.000045643257,5.9684076e-8,0.00006715477,0.0000029105963,0.000023067454,0.9574769,0.0000046780756,0.0038282506],"study_design_scores_gemma":[0.00085301814,0.000010172163,0.3513097,0.000013902662,0.000029886338,0.000010364773,0.00054118235,0.00019459146,0.000009325917,0.64676625,0.00022159312,0.000040021197],"about_ca_topic_score_codex":0.00016225947,"about_ca_topic_score_gemma":0.00017894921,"teacher_disagreement_score":0.31300303,"about_ca_system_score_codex":0.000024155242,"about_ca_system_score_gemma":0.00004018963,"threshold_uncertainty_score":0.17152695},"labels":[],"label_agreement":null},{"id":"W4250761636","doi":"10.32920/ryerson.14647929","title":"Examining Responsibility for Environmental Harm: Public Discourse and E-Waste Management Systems in a Developed Nation","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance 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":true,"ca_institutions":"Ted Rogers Centre for Heart Research; York University","funders":"","keywords":"Harm; Per capita; Order (exchange); Corporate social responsibility; Empirical research; Social responsibility; Business; Environmental resource management; Public economics; Economics; Political science; Public relations; Sociology; Law","score_opus":0.1159117514173225,"score_gpt":0.29003194151484635,"score_spread":0.17412019009752383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250761636","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":[0.96910113,0.00071550516,0.0076963776,0.0014308615,0.00088685326,0.0019589346,0.00000863464,0.00008794218,0.018113751],"genre_scores_gemma":[0.99433106,0.0000742016,0.0012121365,0.00021473142,0.00026627386,0.0005461215,0.0002282472,0.00002339983,0.0031037994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983721,0.000028287373,0.00044677436,0.00065622973,0.0002551047,0.00024154884],"domain_scores_gemma":[0.9993465,0.00004421546,0.00024610595,0.00029386123,0.000058122758,0.000011223197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414306,0.00025152118,0.00033172543,0.0003373905,0.00016014643,0.0008630899,0.00015799832,0.00009107276,0.000034241977],"category_scores_gemma":[0.000056426496,0.00024220368,0.0000509388,0.00017105797,0.0000613353,0.00057339115,0.0012042649,0.00012609175,0.0000058600253],"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":[0.0007007746,0.0012909792,0.49616453,0.01790677,0.0013673947,0.00010295309,0.002029319,0.0064449687,0.00068777584,0.12926564,0.0070361346,0.33700278],"study_design_scores_gemma":[0.0024331377,0.00001184162,0.8173753,0.0009355879,0.00015322564,0.0000021942978,0.061385877,0.09137606,0.000014191705,0.0021334554,0.023013867,0.0011652635],"about_ca_topic_score_codex":0.00007359497,"about_ca_topic_score_gemma":0.0001819627,"teacher_disagreement_score":0.3358375,"about_ca_system_score_codex":0.0001270051,"about_ca_system_score_gemma":0.000023041943,"threshold_uncertainty_score":0.98767793},"labels":[],"label_agreement":null},{"id":"W4251220711","doi":"10.1787/12e5faa4-en","title":"A perspective on key legal considerations for performance-based regulating","year":2020,"lang":"en","type":"article","venue":"Nuclear Law Bulletin","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Flexibility (engineering); Perspective (graphical); Outcome (game theory); Key (lock); Risk analysis (engineering); Nuclear power; Work (physics); Computer science; Process management; Power (physics); Political science; Operations research; Management science; Computer security; Business; Engineering; Management; Economics; Artificial intelligence; Microeconomics","score_opus":0.04161546814389096,"score_gpt":0.2334673282140445,"score_spread":0.19185186007015353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251220711","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":[0.06500714,0.000022378967,0.00022669809,0.25364596,0.00022618631,0.0007171746,0.000005901168,0.00049793645,0.6796506],"genre_scores_gemma":[0.9510074,4.872898e-7,0.0016486808,0.046228163,0.0008209418,0.000022185906,0.000004252594,0.0000309536,0.00023690531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926794,0.0000062057516,0.00015665432,0.00024871776,0.00014763148,0.00017287282],"domain_scores_gemma":[0.99951357,0.000060581973,0.00009504566,0.00010962578,0.0002073457,0.00001382836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007524732,0.00012811256,0.00014757169,0.000034436493,0.0006293603,0.0002646316,0.00007481305,0.000032891094,0.0012953258],"category_scores_gemma":[0.0001697572,0.00012317357,0.00008351946,0.00009927143,0.000075233875,0.00013441475,0.000040199844,0.000085355474,0.00094740646],"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":[0.00013802567,0.000030214775,0.000067021574,0.00005612118,0.000016425058,0.000001201964,0.00019226455,0.0015590887,0.00010775117,0.91767555,0.07991194,0.00024438143],"study_design_scores_gemma":[0.0009488944,0.00005845702,0.0011353504,0.000041103427,0.000021188858,4.261856e-7,0.0008542355,0.04197003,0.000038532526,0.0016928816,0.9530435,0.000195398],"about_ca_topic_score_codex":0.00008306131,"about_ca_topic_score_gemma":0.000014838379,"teacher_disagreement_score":0.91598266,"about_ca_system_score_codex":0.000033867575,"about_ca_system_score_gemma":0.000009529075,"threshold_uncertainty_score":0.9998305},"labels":[],"label_agreement":null},{"id":"W4251887200","doi":"10.22215/etd/2021-14528","title":"International Regulatory Cooperation and the Making of “Good” Regulators A Case Study of the Canada–U.S. Regulatory Cooperation Council","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"European Commission; Canadian Food Inspection Agency; U.S. Environmental Protection Agency","keywords":"Governmentality; Civil society; Conversation; Government (linguistics); Public administration; Globalization; State (computer science); Political science; Neoliberalism (international relations); Corporate governance; Regulatory state; Global governance; Public relations; Sociology; Economics; Law; Management","score_opus":0.02542196166727815,"score_gpt":0.23739323087268235,"score_spread":0.2119712692054042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251887200","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":[0.96834624,0.0004881259,0.000011846394,0.000617319,0.0018764272,0.0010072069,0.000005829783,0.000025130837,0.027621893],"genre_scores_gemma":[0.9921397,0.000015173847,0.000012954162,0.00044474352,0.0003605505,0.0000619932,0.00007323659,0.000032592492,0.0068590743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973178,0.00007516895,0.00084289396,0.0004000434,0.0012108502,0.00015323584],"domain_scores_gemma":[0.9960034,0.00005801274,0.0010150104,0.0005581588,0.0023587814,0.000006635603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071129703,0.00031323088,0.00050749816,0.00010439895,0.0005363923,0.00019030423,0.000317217,0.00011714397,0.00012900284],"category_scores_gemma":[0.00023304373,0.00020158709,0.00010764604,0.00048600422,0.00016170654,0.00036936632,0.0001683197,0.00019377233,6.414431e-7],"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":[0.0034855779,0.0026637178,0.0832435,0.0053758984,0.0066911904,0.0005719929,0.03656493,0.015998531,0.0026995547,0.6347976,0.17287542,0.03503214],"study_design_scores_gemma":[0.018471414,0.000091226524,0.46174794,0.0023398222,0.0026219515,0.0004279336,0.38823852,0.03887836,0.0006682027,0.0007780575,0.08332408,0.0024124852],"about_ca_topic_score_codex":0.09658168,"about_ca_topic_score_gemma":0.8049803,"teacher_disagreement_score":0.7083986,"about_ca_system_score_codex":0.00020875958,"about_ca_system_score_gemma":0.0007616889,"threshold_uncertainty_score":0.90943426},"labels":[],"label_agreement":null},{"id":"W4253740106","doi":"10.22617/tim190137-2","title":"A Guidebook on the Compliance Review Function of ADB�s Accountability Mechanism:","year":2019,"lang":"en","type":"report","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Office of the General Counsel; Strong; Beef Cattle Research Council; Asian Development Bank","keywords":"Compliance (psychology); Mechanism (biology); Accountability; Function (biology); Psychology; Political science; Social psychology; Biology; Law; Philosophy; Epistemology; Genetics","score_opus":0.17941777118559324,"score_gpt":0.32816971285047786,"score_spread":0.14875194166488462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253740106","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":[0.000116687566,0.0050573153,0.00050819025,0.0034324038,0.0019615528,0.0016603793,0.0000072683547,0.00011445449,0.9871417],"genre_scores_gemma":[0.39254692,0.046582934,0.00023512935,0.11853423,0.009431824,0.0012843222,0.0005376964,0.00037431106,0.43047264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754536,0.000019554649,0.000730367,0.00045480664,0.0010391534,0.00021073232],"domain_scores_gemma":[0.99641854,0.000098933924,0.0010365145,0.00095330796,0.0014871536,0.0000055451796],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013531772,0.00034528514,0.00074959453,0.00009487705,0.00016180346,0.00008121994,0.00040993947,0.00011296027,0.004169729],"category_scores_gemma":[0.00030506524,0.00020720517,0.00031913343,0.00032235507,0.0000758631,0.00024118622,0.00024552253,0.00022685777,0.0015472994],"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":[0.0000286935,0.000057476616,0.00041728353,0.010955169,0.00013320541,3.8782517e-7,0.0000030286026,0.0000038462413,0.000014256287,0.07673933,0.9020215,0.009625818],"study_design_scores_gemma":[0.000106373736,0.000014551981,0.0063325297,0.0058153486,0.00021067298,9.279037e-7,0.000052362684,0.0001188064,0.000005637144,0.0063892603,0.9806833,0.00027018582],"about_ca_topic_score_codex":0.0003853115,"about_ca_topic_score_gemma":0.000075768476,"teacher_disagreement_score":0.5566691,"about_ca_system_score_codex":0.000093800016,"about_ca_system_score_gemma":0.0001256346,"threshold_uncertainty_score":0.9992301},"labels":[],"label_agreement":null},{"id":"W4283816450","doi":"10.3390/pollutants2030019","title":"Effectiveness of the National Pollutant Release Inventory as a Policy Tool to Curb Atmospheric Industrial Emissions in Canada","year":2022,"lang":"en","type":"article","venue":"Pollutants","topic":"Regulation and Compliance Studies","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":"Dalhousie University","funders":"","keywords":"Greenhouse gas; Legislation; Business; Government (linguistics); Agency (philosophy); Pollutant; Environmental planning; Environmental resource management; Criteria air contaminants; Clean Air Act; Air quality index; Climate change; Emissions trading; Strengths and weaknesses; Environmental protection; Environmental science; Air pollutants; Air pollution; Political science; Meteorology","score_opus":0.02690722196571639,"score_gpt":0.25013688963809105,"score_spread":0.22322966767237468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283816450","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":[0.99098694,0.000040183226,0.0000025235818,0.0029269685,0.0005270255,0.0004149591,0.000058397225,0.000014503124,0.005028494],"genre_scores_gemma":[0.9972244,9.990312e-7,0.0000055381333,0.0021310335,0.0002458267,0.000066081986,0.0000014206721,0.000012374098,0.0003123616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866015,0.00006359315,0.00025145788,0.00018596092,0.00062009896,0.00021871677],"domain_scores_gemma":[0.9995918,0.00004638523,0.00014991462,0.00013304314,0.00006201321,0.000016810303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029881168,0.000115720046,0.00018064448,0.00006538611,0.00030814848,0.000022885792,0.00029031697,0.000018118262,0.00034286067],"category_scores_gemma":[0.0005987356,0.00009610366,0.00005310456,0.0017313305,0.00002605138,0.00013043545,0.00043246752,0.00014327106,0.0000104372375],"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":[0.0019110296,0.0005548009,0.76394486,0.00032351702,0.00023549951,0.000046968114,0.00058359886,0.059196413,0.0072408635,0.07358042,0.02408088,0.068301156],"study_design_scores_gemma":[0.0012166839,0.000012980855,0.9574647,0.00012069181,0.000013115127,0.0000033188653,0.0005783152,0.002692995,0.00009520636,0.0043990347,0.03316312,0.0002398716],"about_ca_topic_score_codex":0.42317614,"about_ca_topic_score_gemma":0.08160362,"teacher_disagreement_score":0.34157252,"about_ca_system_score_codex":0.00082956016,"about_ca_system_score_gemma":0.0014693263,"threshold_uncertainty_score":0.93515474},"labels":[],"label_agreement":null},{"id":"W4288568769","doi":"10.51952/9781529202465.ch007","title":"Funding Frontiers: Public Policing, ‘User Pays’ Policing and Police Foundations","year":2019,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Political science; Criminology; Public administration; Community policing; Law; Computer security; Sociology; Computer science","score_opus":0.0530289566660186,"score_gpt":0.21740063702597578,"score_spread":0.1643716803599572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288568769","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":[0.0010458768,0.00009773394,0.0007838037,0.00035919287,0.00042610354,0.00043040252,0.00001985148,0.00022294353,0.9966141],"genre_scores_gemma":[0.021218086,0.0000769619,0.00018219411,0.00070516655,0.00083533063,0.0000010096675,0.000050520663,0.00006793327,0.9768628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986183,0.000009147341,0.0002267758,0.00049185974,0.00027454767,0.00037934392],"domain_scores_gemma":[0.9988272,0.000028196953,0.00045367714,0.00040511932,0.00024454444,0.000041233063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000926328,0.00038607104,0.000450243,0.00062171527,0.0006952467,0.00046698036,0.00038044446,0.00020182754,0.000042654043],"category_scores_gemma":[0.000010433761,0.0004541024,0.0001545724,0.000036325884,0.00021649203,0.0007489019,0.0006818045,0.0002588857,0.00006795628],"study_design_candidate":"not_applicable","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":[0.000023401366,0.0000072481052,0.0009444065,0.00017497802,0.00018866337,0.000007827912,0.00016340533,0.000004364596,0.0000067796923,0.95070785,0.043621324,0.0041497583],"study_design_scores_gemma":[0.0004944444,0.0000056562117,0.0012336835,0.00016028463,0.00020523964,0.0000045148117,0.0002886736,0.00031614295,8.7217893e-7,0.0010391797,0.99576366,0.00048767243],"about_ca_topic_score_codex":0.01182524,"about_ca_topic_score_gemma":0.0011926807,"teacher_disagreement_score":0.9521423,"about_ca_system_score_codex":0.00019243365,"about_ca_system_score_gemma":0.000057307694,"threshold_uncertainty_score":0.9997911},"labels":[],"label_agreement":null},{"id":"W4288570062","doi":"10.46692/9781529202465.008","title":"Funding Frontiers: Public Policing, ‘User Pays’ Policing and Police Foundations","year":2019,"lang":"en","type":"other","venue":"","topic":"Regulation and Compliance Studies","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":"University of Winnipeg; University of Windsor","funders":"","keywords":"Political science; Criminology; Public administration; Law; Sociology; Computer security; Computer science","score_opus":0.04203291204180109,"score_gpt":0.26495450776859086,"score_spread":0.22292159572678977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288570062","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":[0.0003248564,0.00026051427,0.001894241,0.0034649787,0.00097166863,0.0003987797,0.000004042669,0.0005264554,0.9921545],"genre_scores_gemma":[0.012287836,0.00014015974,0.0007146841,0.004445947,0.0039131115,0.00002398041,0.000050633837,0.00034532096,0.9780783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864495,0.000007802342,0.00024962155,0.00040903906,0.00023803464,0.00045053818],"domain_scores_gemma":[0.99917907,0.000017244756,0.000333487,0.00036462265,0.00008242152,0.000023152652],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010949706,0.0003500315,0.00040690613,0.0010054162,0.00026923252,0.0008211293,0.00023582725,0.00015148545,0.001330783],"category_scores_gemma":[0.000028492577,0.0003094027,0.00008771583,0.00047056816,0.00008808683,0.000640327,0.0003064916,0.00013019709,0.0010795117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014655145,0.000012237069,0.020234423,0.0001456669,0.00010138012,2.5254494e-7,0.00004294598,8.711221e-7,0.0000038917074,0.10095592,0.8756655,0.0028354854],"study_design_scores_gemma":[0.0003152039,0.0000026346943,0.0066385367,0.00013502092,0.000056405348,0.0000013858363,0.0005800874,0.0003607653,3.2558498e-7,0.00045972376,0.9910628,0.0003870915],"about_ca_topic_score_codex":0.03912602,"about_ca_topic_score_gemma":0.009038155,"teacher_disagreement_score":0.11539736,"about_ca_system_score_codex":0.000050392682,"about_ca_system_score_gemma":0.00002341748,"threshold_uncertainty_score":0.9999358},"labels":[],"label_agreement":null},{"id":"W4297489494","doi":"10.1371/journal.pone.0275282","title":"RegBR: A novel Brazilian government framework to classify and analyze industry-specific regulations","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"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":"Governo Brasil; École nationale d'administration publique","keywords":"Open government; Transparency (behavior); Legislation; Government (linguistics); Computer science; Data science; Open data; Process management; Business; Political science; World Wide Web; Computer security","score_opus":0.06902571733663128,"score_gpt":0.23667089896590054,"score_spread":0.16764518162926928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297489494","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":[0.9254687,0.00021478595,0.0016739696,0.035408758,0.00019013337,0.00063793454,0.000030724594,0.00018647454,0.03618856],"genre_scores_gemma":[0.9892658,0.000008352144,0.0029954491,0.0029260756,0.0005763142,0.00013428458,0.000010561747,0.000021536573,0.0040615983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986479,0.000007250981,0.00020094564,0.00029877012,0.0006461257,0.0001989684],"domain_scores_gemma":[0.9994945,0.000032089058,0.000110925524,0.0002761807,0.000063951775,0.00002237542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013638646,0.00012739481,0.00018557292,0.00009416317,0.0006270228,0.00017500042,0.00016037619,0.000052713214,0.0011051468],"category_scores_gemma":[0.00006354014,0.00013725094,0.000035127297,0.0006819811,0.000039138682,0.00022986683,0.00044613928,0.00029243212,0.00007912225],"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":[0.000272919,0.0039842683,0.3705562,0.00027431114,0.00079991,0.000012428131,0.0008979835,0.0018719777,0.012702078,0.49549246,0.10038774,0.012747725],"study_design_scores_gemma":[0.00057837396,0.0000351496,0.6743992,0.00015570573,0.00011593729,9.759245e-7,0.0019225753,0.0040081386,0.00007320672,0.006597148,0.3116697,0.00044385614],"about_ca_topic_score_codex":0.00001931355,"about_ca_topic_score_gemma":0.000018720273,"teacher_disagreement_score":0.48889533,"about_ca_system_score_codex":0.00009499298,"about_ca_system_score_gemma":0.000006931033,"threshold_uncertainty_score":0.99980795},"labels":[],"label_agreement":null},{"id":"W4302010922","doi":"10.21203/rs.3.rs-2133054/v1","title":"Incorporating Machine Learning in Dispute Resolution and Settlement Process for Financial Fraud","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Tribunal; Enforcement; Harm; Settlement (finance); Artificial intelligence; Dispute resolution; Machine learning; Business; Political science; Finance; Computer science; Public relations; Law","score_opus":0.08889111509146139,"score_gpt":0.38008576764814483,"score_spread":0.2911946525566834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302010922","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":[0.9412287,0.005726936,0.0047662635,0.018891273,0.0011611915,0.009547879,0.00027794647,0.0004965862,0.017903248],"genre_scores_gemma":[0.9962501,0.00007301825,0.00019960097,0.00010649292,0.00080753287,0.0013532041,0.0006501335,0.000033114127,0.00052680593],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797386,0.00007122072,0.00032883033,0.0005328544,0.00067400106,0.00041923375],"domain_scores_gemma":[0.9991181,0.00010323622,0.00021646736,0.00018391764,0.00036462405,0.000013673722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020041037,0.00018785722,0.00026989446,0.000559288,0.00091553165,0.00031339985,0.00024229253,0.0000895754,0.00009379842],"category_scores_gemma":[0.00076125097,0.00019033061,0.0000621426,0.0005771001,0.000082916646,0.0002577942,0.0018465986,0.0010066157,0.000006736844],"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":[0.00066663406,0.000306479,0.8067346,0.016683318,0.000062151536,0.000033682398,0.0012225923,0.071244866,0.000049739963,0.053811703,0.0071967496,0.041987464],"study_design_scores_gemma":[0.0015838727,0.00010649843,0.37665334,0.0012726897,0.00002182068,5.9478117e-7,0.0029671197,0.38659063,0.000006700207,0.091021046,0.13911653,0.00065913703],"about_ca_topic_score_codex":0.0004200636,"about_ca_topic_score_gemma":0.0006839251,"teacher_disagreement_score":0.43008128,"about_ca_system_score_codex":0.00014934942,"about_ca_system_score_gemma":0.00011590583,"threshold_uncertainty_score":0.77614576},"labels":[],"label_agreement":null},{"id":"W4307818385","doi":"10.1086/723110","title":"Compliance and Truthfulness: Leveraging Peer Information with Competitive Audit Mechanisms","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Environmental and Resource Economists","topic":"Regulation and Compliance 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":"Brock University","funders":"Federalno Ministarstvo Obrazovanja i Nauke; European Association of Environmental and Resource Economists","keywords":"Audit; Leverage (statistics); Business; Compliance (psychology); Limiting; Accounting; Mechanism (biology); Computer science; Psychology; Engineering; Social psychology","score_opus":0.00708244024335078,"score_gpt":0.1630288660918568,"score_spread":0.15594642584850602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307818385","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":[0.9902223,0.000052865904,0.00006470983,0.0041174353,0.00012339374,0.00008735205,0.000008864412,0.0000034878085,0.0053196033],"genre_scores_gemma":[0.99865407,0.000010032278,0.00004300755,0.0006162858,0.00006699893,0.000002532415,0.0000027298568,0.0000036391027,0.0006007161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994245,0.000015742231,0.0002186896,0.00005065342,0.00022508967,0.000065322114],"domain_scores_gemma":[0.99890196,0.0000340794,0.0009942874,0.000044481527,0.000018382932,0.000006797292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003330588,0.000062300845,0.00013240853,0.000048639253,0.00031034576,0.00005154815,0.00008706385,0.000012517866,0.00009001487],"category_scores_gemma":[0.000017257342,0.00004539963,0.000037954294,0.000037022783,0.000039763363,0.00040628394,0.00014681958,0.000093111536,0.0000024532865],"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":[0.0010582807,0.00043450602,0.875157,0.00034489617,0.0010680076,0.000005307819,0.005334753,0.014609383,0.0022152527,0.04980768,0.011127618,0.038837288],"study_design_scores_gemma":[0.0012384612,0.000035856046,0.77648944,0.000031296586,0.000047421174,0.000016351303,0.005550043,0.00076508505,0.00006762504,0.0021384703,0.2135121,0.000107857726],"about_ca_topic_score_codex":0.0000041995927,"about_ca_topic_score_gemma":0.0000018242578,"teacher_disagreement_score":0.20238447,"about_ca_system_score_codex":0.00011139123,"about_ca_system_score_gemma":0.0000046086134,"threshold_uncertainty_score":0.23869601},"labels":[],"label_agreement":null},{"id":"W4308967766","doi":"10.7577/pp.4962","title":"What is the Public Interest in Professional Regulation? Canadian Regulatory Leaders’ Views in a Context of Change","year":2022,"lang":"en","type":"article","venue":"Professions and Professionalism","topic":"Regulation and Compliance Studies","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":"Western University","funders":"","keywords":"Rationalization (economics); Public interest; Rationality; Public relations; Context (archaeology); Sociology; Political science; Law","score_opus":0.2883826842409737,"score_gpt":0.34480146882630386,"score_spread":0.05641878458533017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308967766","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":[0.79137564,0.004865988,5.7988785e-7,0.19737393,0.003959664,0.001538946,0.000020310676,0.000024318533,0.0008406217],"genre_scores_gemma":[0.9796342,0.0000761238,0.0000075352546,0.014490288,0.00014830948,0.0014682114,0.00007591895,0.000022734463,0.0040766327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980005,0.0002650125,0.0005642505,0.000364387,0.00039999236,0.00040587178],"domain_scores_gemma":[0.9990533,0.000126785,0.00034782366,0.0003289337,0.00011313389,0.000030005005],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001336898,0.00020499453,0.0003131264,0.0006993095,0.0014298325,0.0000695706,0.0004003317,0.00007344223,0.0031671964],"category_scores_gemma":[0.000044678465,0.000148089,0.00007080442,0.0010680626,0.00020476418,0.0012763246,0.0008929021,0.00061774283,0.000011005206],"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":[0.0002451478,0.0006733449,0.34540412,0.00044386808,0.00005200332,0.000023700135,0.03867602,0.000009683945,0.00018682478,0.4950545,0.067766815,0.051463954],"study_design_scores_gemma":[0.00086884527,0.000011040377,0.41596192,0.00045593164,0.000008227154,0.0000036501199,0.13516024,0.0008406116,0.0000033758222,0.013696532,0.43274778,0.00024186757],"about_ca_topic_score_codex":0.0038936853,"about_ca_topic_score_gemma":0.042662077,"teacher_disagreement_score":0.481358,"about_ca_system_score_codex":0.00013919371,"about_ca_system_score_gemma":0.00021359156,"threshold_uncertainty_score":0.9998702},"labels":[],"label_agreement":null},{"id":"W4311681270","doi":"10.22215/etd/2022-15155","title":"Square Peg in a Round Hole? Three Case Studies into Institutional Factors Affecting Public Service Whistleblowing Regimes in the United Kingdom, Canada, and Australia","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","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":"Carleton University","funders":"Department of the Prime Minister and Cabinet","keywords":"Legitimation; Misconduct; Corporate governance; Political science; Incentive; Legislation; Bureaucracy; Process tracing; Politics; Public administration; Law; Economics; Management","score_opus":0.11384550698307684,"score_gpt":0.32444812525113287,"score_spread":0.21060261826805604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311681270","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":[0.99544156,0.00023643287,0.000004157798,0.001274068,0.0005386434,0.00045104665,0.0000037594182,0.00004080636,0.002009511],"genre_scores_gemma":[0.99772936,0.0000068101494,0.000019362786,0.00068492565,0.00013616364,0.00008591495,0.00059883005,0.000020789497,0.0007178468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836,0.000038225564,0.0004106411,0.00041287893,0.00047073388,0.00030753293],"domain_scores_gemma":[0.9991148,0.00015931335,0.0002705396,0.00019261528,0.0002515129,0.000011231495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042399418,0.000356202,0.00037451868,0.00069418683,0.0010350978,0.00041855805,0.00025145034,0.00008122471,0.00009257832],"category_scores_gemma":[0.00023847401,0.00027714303,0.000050249917,0.00182252,0.00004522779,0.00075720693,0.00015781593,0.00043068963,0.0000018021391],"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":[0.000106359854,0.00017287176,0.87273973,0.004456197,0.00041281793,0.001623347,0.01978791,0.009004109,0.000012675688,0.08401433,0.0066470993,0.001022582],"study_design_scores_gemma":[0.00085619424,0.00000941866,0.70585024,0.0004697889,0.00011144958,0.00003179804,0.27520424,0.004083627,0.000001293361,0.0014548927,0.011138402,0.0007886505],"about_ca_topic_score_codex":0.86829346,"about_ca_topic_score_gemma":0.9974147,"teacher_disagreement_score":0.25541633,"about_ca_system_score_codex":0.00035848786,"about_ca_system_score_gemma":0.00017914717,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4312121606","doi":"10.22230/ijepl.2022v18n2a1173","title":"Leadership Strategy for Equitable and Just Policing Education and Training at Valencia College","year":2022,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Law enforcement; Cognitive reframing; Political science; Public administration; Public relations; Corporate governance; Enforcement; Sociology; Law; Management; Psychology","score_opus":0.3108675783053926,"score_gpt":0.3703569914874952,"score_spread":0.0594894131821026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312121606","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":[0.8759905,0.0054857116,0.00023604398,0.101983026,0.0025463768,0.00041816407,0.000025158071,0.000028134238,0.013286849],"genre_scores_gemma":[0.9833515,0.00003535389,0.00014064943,0.008079878,0.0031326816,0.000030011297,0.000014164844,0.000013136981,0.005202601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99906105,0.00002107048,0.00030334608,0.00014639687,0.00024976532,0.00021836591],"domain_scores_gemma":[0.99908024,0.000113823684,0.00038908556,0.00005060474,0.00033436815,0.000031902076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046464676,0.0001145945,0.00014897124,0.0005337398,0.0004984118,0.00017568815,0.00014665953,0.000028382537,0.00008516665],"category_scores_gemma":[0.00021549848,0.00011777068,0.000044500866,0.00017600949,0.00008395702,0.000674394,0.00009707128,0.0001208872,0.0000013548536],"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":[0.0005288331,0.0004489344,0.026218595,0.0005988086,0.00026520938,0.000002361801,0.013398351,0.00039639827,0.000984574,0.69469845,0.08286485,0.17959465],"study_design_scores_gemma":[0.0024880755,0.00017594076,0.1778214,0.00036995782,0.00017263232,0.00057981396,0.468194,0.0012012533,0.00006529332,0.049758546,0.29858834,0.0005847348],"about_ca_topic_score_codex":0.00017589664,"about_ca_topic_score_gemma":0.000059429534,"teacher_disagreement_score":0.6449399,"about_ca_system_score_codex":0.00014750742,"about_ca_system_score_gemma":0.00035270274,"threshold_uncertainty_score":0.4802549},"labels":[],"label_agreement":null},{"id":"W4315864260","doi":"10.1080/15309576.2022.2162940","title":"Rule Breaking, Bending, and Workarounds: Police Officers and Chiefs’ Coercion-Discretion of Enforcing State Executive Orders","year":2023,"lang":"en","type":"article","venue":"Public Performance & Management Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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; École Nationale d'Administration Publique","funders":"","keywords":"Discretion; Workaround; Compliance (psychology); Coercion (linguistics); State police; State (computer science); Test (biology); Law; Political science; Business; Psychology; Law enforcement; Social psychology","score_opus":0.022948795505550085,"score_gpt":0.24924888265888753,"score_spread":0.22630008715333744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315864260","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":[0.6293122,0.02303811,0.0010884249,0.01057182,0.0005274212,0.0032663913,0.000009680046,0.0008009376,0.33138502],"genre_scores_gemma":[0.87695944,0.11934745,0.000092409755,0.0012651407,0.00010113344,0.00011477046,0.00006340983,0.000026739832,0.0020294858],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858725,0.000012609375,0.0003835369,0.0003320424,0.00031309755,0.00037146892],"domain_scores_gemma":[0.9992443,0.00001689318,0.0003780673,0.00022522644,0.000112477785,0.00002305735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000668296,0.0002301357,0.00036247377,0.0004289793,0.0003348407,0.00022228825,0.00018464116,0.000024746176,0.000060455528],"category_scores_gemma":[0.000017755598,0.0002046502,0.000058358582,0.0013014444,0.00013044055,0.0015813115,0.00035833486,0.00008530788,0.000057749632],"study_design_candidate":"design_other","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":[0.000036071142,0.000058536887,0.07012224,0.029358702,0.0003221244,0.000003083308,0.00051468686,0.00017834957,0.000006549772,0.04246975,0.0341386,0.8227913],"study_design_scores_gemma":[0.0007045568,0.000019289715,0.26495492,0.004563875,0.0001953718,0.0000026523892,0.0012076201,0.011868087,0.0000020778234,0.00034703003,0.71566117,0.00047332892],"about_ca_topic_score_codex":0.00019246188,"about_ca_topic_score_gemma":0.000032081094,"teacher_disagreement_score":0.82231796,"about_ca_system_score_codex":0.000031124808,"about_ca_system_score_gemma":0.000009375994,"threshold_uncertainty_score":0.8345393},"labels":[],"label_agreement":null},{"id":"W4316506157","doi":"10.2139/ssrn.4320551","title":"Man vs. Machine: Technological Promise and Political Limits of Automated Regulation Enforcement","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Impact","funders":"","keywords":"Politics; Enforcement; Law and economics; Political science; Computer security; Business; Economics; Computer science; Law","score_opus":0.016434948391397558,"score_gpt":0.2564977147850577,"score_spread":0.24006276639366012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316506157","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":[0.9765692,0.00040998013,0.0009588659,0.009327559,0.00012709452,0.00032412485,0.0000010398029,0.0007895496,0.011492608],"genre_scores_gemma":[0.99876416,0.00018797083,0.000028685721,0.00014119736,0.00015505092,0.0000072456496,0.000008597121,0.0000111658455,0.0006959182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984285,0.0000101172445,0.00025936053,0.00013799344,0.00022136148,0.00094264344],"domain_scores_gemma":[0.9996321,0.00001688991,0.00015339216,0.000090678026,0.000094343675,0.000012579756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240006,0.00011292891,0.00016231442,0.00024390947,0.00020086888,0.00006683351,0.0001182314,0.00005545217,0.000035845158],"category_scores_gemma":[0.00008126343,0.00008921037,0.00004967525,0.00042006696,0.00009581171,0.00024750482,0.00008336618,0.00031619915,0.000042571857],"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":[0.00004452395,0.000023662977,0.010174009,0.000030405008,0.0000482866,0.0000014266506,0.000007854575,0.00004937873,0.00035457299,0.9801305,0.0004184989,0.008716914],"study_design_scores_gemma":[0.0014920936,0.0001232862,0.19295697,0.000081379956,0.00007885082,0.000068621826,0.0012729531,0.072600804,0.00018135908,0.7220765,0.008759438,0.00030777103],"about_ca_topic_score_codex":0.00003306008,"about_ca_topic_score_gemma":0.000051142044,"teacher_disagreement_score":0.258054,"about_ca_system_score_codex":0.00010647255,"about_ca_system_score_gemma":0.00006313816,"threshold_uncertainty_score":0.36378932},"labels":[],"label_agreement":null},{"id":"W4317369026","doi":"10.1093/oso/9780198854081.003.0008","title":"Making Equality Effective","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Law and economics; Legislation; Agency (philosophy); Political science; Business; Public relations; Economics; Law; Sociology","score_opus":0.0792314670747105,"score_gpt":0.2905523029859179,"score_spread":0.21132083591120737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317369026","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":[0.000011596685,0.00016068811,0.00023040932,0.00049655995,0.0005283308,0.0003302404,0.000002299175,0.0002014355,0.9980384],"genre_scores_gemma":[0.042265445,0.000012538588,0.000044905268,0.0037978245,0.0014887856,0.000055973935,0.00004155743,0.000050979677,0.952242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990958,0.0000030145468,0.00019199577,0.00029281134,0.00027901403,0.0001373844],"domain_scores_gemma":[0.9994403,0.000032069875,0.00022807828,0.00021545151,0.00008119973,0.000002887152],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016492783,0.00021923,0.000265028,0.0001388932,0.00029996686,0.00012139056,0.00015989602,0.000057209872,0.022513356],"category_scores_gemma":[0.000013310809,0.00020159967,0.00015075055,0.000042646727,0.000042784406,0.00026026065,0.00047278218,0.00018323891,0.0011622399],"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":[0.00001013183,0.0000045239817,0.00012229856,0.000087535234,0.000055402084,0.0000034554062,0.0000074720947,0.0000094871975,5.7567433e-7,0.965942,0.016802926,0.01695415],"study_design_scores_gemma":[0.00009857962,0.0000030052165,0.0014241588,0.0000375856,0.0000391264,3.740056e-7,0.000023329241,0.00008171921,1.590154e-7,0.09621476,0.9018403,0.00023686767],"about_ca_topic_score_codex":0.00004283449,"about_ca_topic_score_gemma":0.000040420124,"teacher_disagreement_score":0.8850374,"about_ca_system_score_codex":0.000055505512,"about_ca_system_score_gemma":0.000005964606,"threshold_uncertainty_score":0.9996155},"labels":[],"label_agreement":null},{"id":"W4317815861","doi":"10.3138/cjc.2022-0084","title":"Introduction Policy Portal 4: Regulation","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Law and economics; Economics","score_opus":0.025706273440518235,"score_gpt":0.24815158980446128,"score_spread":0.22244531636394305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317815861","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":[0.53998166,0.0009749901,0.00087158015,0.30671424,0.0019846323,0.00032315965,0.000003047247,0.00016397124,0.14898269],"genre_scores_gemma":[0.9962548,0.000037811216,0.000089277244,0.00038355502,0.002356001,0.0000017755812,0.000033404558,0.000008772322,0.0008345936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994515,0.0000125724755,0.00024801673,0.000051321378,0.0001140498,0.0001225117],"domain_scores_gemma":[0.9990573,0.000012404633,0.00030046538,0.00023598326,0.00037004804,0.000023783563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035949578,0.000056718964,0.00009083167,0.00074107904,0.00028483404,0.000133185,0.00022206116,0.000027099873,0.00021182754],"category_scores_gemma":[0.00019492506,0.000056434506,0.00004785194,0.0008741154,0.00005816527,0.0008007073,0.000021887934,0.00008637292,0.00023274113],"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":[0.000015880143,0.00001024897,0.016050974,0.000024581428,0.000044174965,0.000005590879,0.00032102878,0.0032360994,0.00026328897,0.40653604,0.53119487,0.04229724],"study_design_scores_gemma":[0.0001613769,0.0000044465596,0.35458478,0.00002508318,0.00001310646,0.000011036788,0.00039300186,0.00130144,0.00001217722,0.024546754,0.6188725,0.00007429689],"about_ca_topic_score_codex":0.001932304,"about_ca_topic_score_gemma":0.006381143,"teacher_disagreement_score":0.45627314,"about_ca_system_score_codex":0.000058634552,"about_ca_system_score_gemma":0.00015241776,"threshold_uncertainty_score":0.35608274},"labels":[],"label_agreement":null},{"id":"W4318476387","doi":"10.3390/su15032379","title":"Corporate Environmental Compliance in China: From Social Responsibility to Soft Law","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Regulation and Compliance Studies","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":"Université de Montréal","funders":"National Social Science Fund of China","keywords":"Compliance (psychology); Environmental compliance; Business; Corporate social responsibility; Environmental law; Environmental management system; Social responsibility; China; Corporate governance; Public relations; Environmental resource management; Political science; Law; Economics; Ecology; Psychology","score_opus":0.039697312785930444,"score_gpt":0.2758394760978486,"score_spread":0.23614216331191815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318476387","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":[0.9875645,0.000013407004,0.00009592188,0.008800511,0.00016890261,0.00056597125,0.00001933016,0.00021111696,0.002560355],"genre_scores_gemma":[0.9980902,5.985654e-7,0.00003071515,0.0009353518,0.00029005005,0.00006865211,0.00005324044,0.000015019589,0.00051615504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985179,0.000042808493,0.00030482287,0.00050631294,0.0002415441,0.00038663435],"domain_scores_gemma":[0.9993851,0.00005369865,0.00012760573,0.0003231246,0.0000941343,0.000016343847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006027227,0.00017273477,0.00025579482,0.0001144916,0.00037279996,0.000109096414,0.00021489245,0.000053104828,0.00016072919],"category_scores_gemma":[0.00027089048,0.00017700666,0.00007548498,0.0007899946,0.00023235545,0.00042676978,0.00042384444,0.00012516101,0.0004868543],"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":[0.00056097517,0.00024225422,0.93242985,0.000207669,0.000017979635,0.000036813937,0.00095319597,0.0005497904,0.00020628613,0.04688354,0.0046936683,0.0132179875],"study_design_scores_gemma":[0.00027211828,0.000004563783,0.7860646,0.0000065245868,0.000004027421,4.2344897e-8,0.0011037168,0.0011500934,0.0000062858176,0.19980189,0.011433176,0.00015291647],"about_ca_topic_score_codex":0.0016184847,"about_ca_topic_score_gemma":0.0008969498,"teacher_disagreement_score":0.15291835,"about_ca_system_score_codex":0.00041275282,"about_ca_system_score_gemma":0.000034993365,"threshold_uncertainty_score":0.72181225},"labels":[],"label_agreement":null},{"id":"W4318486536","doi":"10.32920/21977024","title":"Who to inspect? Using employee complaint data to inform workplace inspections in Ontario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"York University; Centennial College; Toronto Metropolitan University","funders":"","keywords":"Complaint; Enforcement; Christian ministry; Business; Accounting; Operations management; Political science; Engineering; Law","score_opus":0.27704897171944076,"score_gpt":0.3412195929696208,"score_spread":0.06417062125018003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318486536","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":[0.7943116,0.000028913484,0.014665007,0.013579771,0.0043779197,0.0029332347,0.000039701838,0.001350699,0.16871314],"genre_scores_gemma":[0.9463075,0.000010987439,0.009879628,0.00796463,0.001993058,0.0002320463,0.0006348414,0.000158844,0.032818507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766016,0.0000065042727,0.00061803934,0.0008644013,0.00040729519,0.000443629],"domain_scores_gemma":[0.9981972,0.00003380774,0.00017338853,0.0013541902,0.00020637836,0.000035021756],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003517322,0.0003883456,0.0005337034,0.0010786026,0.00038264605,0.0008340021,0.0011114636,0.00012640485,0.00041235966],"category_scores_gemma":[0.0001270456,0.00039411936,0.00006554268,0.0014522158,0.000034786484,0.00070508494,0.009045743,0.00055180845,0.0015953236],"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":[0.00011592972,0.00011755217,0.6568555,0.00035219188,0.00018975795,0.000031151834,0.0014792798,0.14674667,0.000014323967,0.02409487,0.16862026,0.0013824938],"study_design_scores_gemma":[0.0002281564,0.000005905192,0.84037894,0.0005604598,0.000037888356,8.33388e-7,0.000665851,0.0094721485,8.380916e-7,0.0027045815,0.14537434,0.0005700714],"about_ca_topic_score_codex":0.2736622,"about_ca_topic_score_gemma":0.90484905,"teacher_disagreement_score":0.63118684,"about_ca_system_score_codex":0.00063238933,"about_ca_system_score_gemma":0.00013579443,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W4318486538","doi":"10.32920/21977024.v1","title":"Who to inspect? Using employee complaint data to inform workplace inspections in Ontario","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"York University; Centennial College; Toronto Metropolitan University","funders":"","keywords":"Complaint; Enforcement; Christian ministry; Business; Accounting; Public relations; Operations management; Engineering; Political science; Law","score_opus":0.27704897171944076,"score_gpt":0.3412195929696208,"score_spread":0.06417062125018003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318486538","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":[0.7943116,0.000028913484,0.014665007,0.013579771,0.0043779197,0.0029332347,0.000039701838,0.001350699,0.16871314],"genre_scores_gemma":[0.9463075,0.000010987439,0.009879628,0.00796463,0.001993058,0.0002320463,0.0006348414,0.000158844,0.032818507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766016,0.0000065042727,0.00061803934,0.0008644013,0.00040729519,0.000443629],"domain_scores_gemma":[0.9981972,0.00003380774,0.00017338853,0.0013541902,0.00020637836,0.000035021756],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003517322,0.0003883456,0.0005337034,0.0010786026,0.00038264605,0.0008340021,0.0011114636,0.00012640485,0.00041235966],"category_scores_gemma":[0.0001270456,0.00039411936,0.00006554268,0.0014522158,0.000034786484,0.00070508494,0.009045743,0.00055180845,0.0015953236],"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":[0.00011592972,0.00011755217,0.6568555,0.00035219188,0.00018975795,0.000031151834,0.0014792798,0.14674667,0.000014323967,0.02409487,0.16862026,0.0013824938],"study_design_scores_gemma":[0.0002281564,0.000005905192,0.84037894,0.0005604598,0.000037888356,8.33388e-7,0.000665851,0.0094721485,8.380916e-7,0.0027045815,0.14537434,0.0005700714],"about_ca_topic_score_codex":0.2736622,"about_ca_topic_score_gemma":0.90484905,"teacher_disagreement_score":0.63118684,"about_ca_system_score_codex":0.00063238933,"about_ca_system_score_gemma":0.00013579443,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W4319346132","doi":"10.1201/9781003285069-13","title":"Regulatory Landscape in US, EU and Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Geography; Political science; Regional science; Economic geography","score_opus":0.019099969852177403,"score_gpt":0.18608517670913532,"score_spread":0.16698520685695792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319346132","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":[0.0014038563,0.00019128846,9.102981e-7,0.0012494987,0.0003257762,0.00011139794,0.0000021678145,0.00007639016,0.9966387],"genre_scores_gemma":[0.034206387,0.00008877953,0.0000072761604,0.0023163068,0.00056256814,0.0000057523816,0.000031030577,0.000039659513,0.96274227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926615,7.4945007e-7,0.00018125495,0.00022510152,0.00019227673,0.00013449448],"domain_scores_gemma":[0.99969524,0.000015568596,0.000091992195,0.00014237256,0.000048300444,0.000006520254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006537733,0.00017305197,0.00022349696,0.0001576803,0.000067487876,0.000069182606,0.00007984336,0.00006833844,0.0005314359],"category_scores_gemma":[0.0000075513653,0.00015616498,0.000026606873,0.000039203118,0.000029126539,0.00011704367,0.00014729598,0.00009496554,0.00013188882],"study_design_candidate":"not_applicable","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":[0.0000059041836,0.0000018516072,0.015717072,0.00014188416,0.000030437393,0.000028547782,0.0000037343882,0.000014498676,4.40428e-7,0.66265327,0.31902477,0.002377594],"study_design_scores_gemma":[0.0001571027,8.5398955e-7,0.11571234,0.000098521006,0.0000129848095,4.3870952e-7,0.000034110388,0.00020699087,9.539114e-8,0.00982372,0.8737284,0.00022445215],"about_ca_topic_score_codex":0.18839401,"about_ca_topic_score_gemma":0.90936,"teacher_disagreement_score":0.720966,"about_ca_system_score_codex":0.000024891548,"about_ca_system_score_gemma":0.00004255958,"threshold_uncertainty_score":0.8170105},"labels":[],"label_agreement":null},{"id":"W4321125754","doi":"10.2139/ssrn.4360341","title":"Man vs. Machine: Technological Promise and Political Limits of Automated Regulation Enforcement","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Politics; Enforcement; Law and economics; Business; Computer security; Political science; Risk analysis (engineering); Computer science; Economics; Law","score_opus":0.016434948391397558,"score_gpt":0.2564977147850577,"score_spread":0.24006276639366012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321125754","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":[0.9765692,0.00040998013,0.0009588659,0.009327559,0.00012709452,0.00032412485,0.0000010398029,0.0007895496,0.011492608],"genre_scores_gemma":[0.99876416,0.00018797083,0.000028685721,0.00014119736,0.00015505092,0.0000072456496,0.000008597121,0.0000111658455,0.0006959182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984285,0.0000101172445,0.00025936053,0.00013799344,0.00022136148,0.00094264344],"domain_scores_gemma":[0.9996321,0.00001688991,0.00015339216,0.000090678026,0.000094343675,0.000012579756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240006,0.00011292891,0.00016231442,0.00024390947,0.00020086888,0.00006683351,0.0001182314,0.00005545217,0.000035845158],"category_scores_gemma":[0.00008126343,0.00008921037,0.00004967525,0.00042006696,0.00009581171,0.00024750482,0.00008336618,0.00031619915,0.000042571857],"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":[0.00004452395,0.000023662977,0.010174009,0.000030405008,0.0000482866,0.0000014266506,0.000007854575,0.00004937873,0.00035457299,0.9801305,0.0004184989,0.008716914],"study_design_scores_gemma":[0.0014920936,0.0001232862,0.19295697,0.000081379956,0.00007885082,0.000068621826,0.0012729531,0.072600804,0.00018135908,0.7220765,0.008759438,0.00030777103],"about_ca_topic_score_codex":0.00003306008,"about_ca_topic_score_gemma":0.000051142044,"teacher_disagreement_score":0.258054,"about_ca_system_score_codex":0.00010647255,"about_ca_system_score_gemma":0.00006313816,"threshold_uncertainty_score":0.36378932},"labels":[],"label_agreement":null},{"id":"W4322718538","doi":"10.32920/21977015.v1","title":"Using tickets in employment standards inspections: Deterrence as effective enforcement in Ontario, Canada?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"Toronto Metropolitan University; Women's and Gender Studies et Recherches Féministes; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Deterrence theory; Business; Deterrence (psychology); Context (archaeology); Government (linguistics); Law enforcement; Ticket; Public economics; Economics; Computer security; Political science; Law and economics; Law","score_opus":0.07267841662524722,"score_gpt":0.3089777927276377,"score_spread":0.2362993761023905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322718538","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":[0.9174386,0.00008418368,0.0010730143,0.0004645467,0.0025183503,0.0018843347,0.0000066129273,0.0001599208,0.07637042],"genre_scores_gemma":[0.9969461,0.000011698043,0.00010288527,0.00048619416,0.00014882487,0.000277473,0.000027840299,0.00002559708,0.0019733885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979957,0.0000160899,0.0004876736,0.000521234,0.0006296938,0.00034961867],"domain_scores_gemma":[0.9992795,0.000036030746,0.00020828849,0.00027470457,0.00018915517,0.000012299064],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038549793,0.000306647,0.00039705035,0.00047826336,0.00012995352,0.00021545994,0.00021445431,0.00008486995,0.0005931141],"category_scores_gemma":[0.00008253362,0.00030414236,0.00006393972,0.000396429,0.000035989622,0.00023213652,0.0008947427,0.00040982637,0.000028163384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015703091,0.0001685716,0.78061754,0.00047644597,0.00020375782,0.00016857148,0.00097282126,0.18623605,0.000017221151,0.018909853,0.006311507,0.005760646],"study_design_scores_gemma":[0.00083453534,0.000011463187,0.9426303,0.0013213545,0.000039299106,8.787804e-7,0.0012996435,0.016072566,0.000023631925,0.014026784,0.023083273,0.0006562506],"about_ca_topic_score_codex":0.9972132,"about_ca_topic_score_gemma":0.99976444,"teacher_disagreement_score":0.17016348,"about_ca_system_score_codex":0.0042429017,"about_ca_system_score_gemma":0.0010073258,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W4360620058","doi":"10.1016/j.cpa.2023.102595","title":"The dissipation of corporate accountability: Deaths of the elderly in for-profit care homes during the coronavirus pandemic","year":2023,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Ottawa; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Accountability; Corporate governance; Business; Health care; Public relations; Context (archaeology); Economics; Political science; Law; Finance; Economic growth","score_opus":0.058520296769723326,"score_gpt":0.3264327633822106,"score_spread":0.2679124666124873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360620058","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":[0.99511606,0.0005877188,0.00002957939,0.0017824308,0.0002620668,0.0005039213,0.000008762609,0.00005704795,0.0016524188],"genre_scores_gemma":[0.9994667,0.000044303826,0.00000930528,0.00007076112,0.00023907181,0.00008794198,0.000003069119,0.000018499575,0.000060356746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987028,0.000029101457,0.00037133668,0.00027143498,0.00033439347,0.00029093036],"domain_scores_gemma":[0.99812764,0.00072341406,0.00026893214,0.00033124234,0.00054329814,0.000005485385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054488605,0.00015099751,0.0002119446,0.00009695164,0.00074466696,0.00016199876,0.00038125427,0.000048574,0.000010799407],"category_scores_gemma":[0.0013870461,0.000083710744,0.00013928174,0.0007466386,0.00053210504,0.00039178706,0.00019129201,0.00017389651,0.000009053697],"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":[0.00014730207,0.000026511827,0.85583484,0.00046221865,0.000026728174,3.5837837e-7,0.002217966,0.00023809969,0.0010062933,0.13245058,0.000052853517,0.0075362506],"study_design_scores_gemma":[0.00032081775,0.000014573552,0.90365,0.00014971035,0.000024737175,2.5364776e-7,0.079876736,0.0012269531,0.00011223861,0.014310316,0.00020704776,0.00010664921],"about_ca_topic_score_codex":0.00012800557,"about_ca_topic_score_gemma":0.000338042,"teacher_disagreement_score":0.11814026,"about_ca_system_score_codex":0.00008532624,"about_ca_system_score_gemma":0.000025284577,"threshold_uncertainty_score":0.57274514},"labels":[],"label_agreement":null},{"id":"W4362644959","doi":"10.1007/978-3-030-66252-3_1276","title":"Comparative Administrative Reforms","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Political science","score_opus":0.12117476713558181,"score_gpt":0.29900254844784796,"score_spread":0.17782778131226615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362644959","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":[0.000020830515,0.0001313806,0.000026625625,0.00066512806,0.0003370545,0.00025807894,0.0000070264236,0.00015031404,0.99840355],"genre_scores_gemma":[0.027139308,0.000023505061,0.00005733336,0.0012738394,0.0007646476,0.000033450135,0.00011718307,0.000028129778,0.9705626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896437,0.0000013218671,0.0002867591,0.000298894,0.00030482005,0.00014382935],"domain_scores_gemma":[0.9993009,0.000015612091,0.00033291234,0.0002164483,0.00012753485,0.0000065690065],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000696114,0.00027874555,0.00038701264,0.0001434312,0.0003267503,0.00012139712,0.00020118043,0.000058825437,0.033436168],"category_scores_gemma":[0.0000040365376,0.0002185197,0.00013753923,0.000050705385,0.00009498419,0.0003944937,0.00028816747,0.0002147415,0.001989903],"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":[0.000018244878,0.00000685699,0.000021688127,0.00002827732,0.00007713584,0.000005840868,0.000037020134,0.0000048012225,4.9134417e-7,0.96494865,0.034204666,0.0006462975],"study_design_scores_gemma":[0.00012604572,0.000012243054,0.00047355943,0.000026373793,0.000033276552,8.9973094e-7,0.00026405216,0.000060612976,0.0000010588602,0.07225202,0.9264603,0.00028955168],"about_ca_topic_score_codex":0.00003121998,"about_ca_topic_score_gemma":0.00010953235,"teacher_disagreement_score":0.8926967,"about_ca_system_score_codex":0.000055139146,"about_ca_system_score_gemma":0.00002245682,"threshold_uncertainty_score":0.99878716},"labels":[],"label_agreement":null},{"id":"W4362645032","doi":"10.1007/978-3-030-66252-3_1196","title":"Comparative and Development Public Administration and Policy","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Royal Roads University","funders":"","keywords":"Administration (probate law); Political science; Public administration; Law","score_opus":0.09421260799716677,"score_gpt":0.28207732266454777,"score_spread":0.187864714667381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362645032","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":[0.00038397755,0.00029750174,0.00004825579,0.0041740187,0.00006254525,0.0001828674,0.0000013890708,0.000060673865,0.99478877],"genre_scores_gemma":[0.32686168,0.00013846096,0.00035566516,0.0023662571,0.0007189627,0.000041126117,0.00016126297,0.000027168253,0.6693294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993455,0.0000014788361,0.00017449801,0.00022057738,0.00015938058,0.000098577875],"domain_scores_gemma":[0.99969083,0.000011434434,0.00014397499,0.000074093434,0.000070267364,0.000009388893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000061634266,0.000171955,0.00020665719,0.00021194202,0.0003458337,0.0002560407,0.000053554082,0.000038005608,0.001504825],"category_scores_gemma":[0.0000051770467,0.00015796743,0.00001662371,0.000036007525,0.000069414156,0.0003380186,0.00024133992,0.000080755235,0.000066711524],"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":[0.0000059331073,0.0000051799257,0.00019416919,0.000042175,0.000040345647,0.000001124225,0.00004519759,1.7105698e-7,5.622247e-7,0.9847381,0.004914717,0.010012309],"study_design_scores_gemma":[0.00012776448,0.000005743164,0.0046043424,0.0000115050225,0.000009460475,0.0000018886344,0.0001321114,0.000038816383,6.606946e-7,0.009266413,0.98561686,0.00018442409],"about_ca_topic_score_codex":0.000012470032,"about_ca_topic_score_gemma":0.0001599812,"teacher_disagreement_score":0.98070216,"about_ca_system_score_codex":0.000028340788,"about_ca_system_score_gemma":0.000060015387,"threshold_uncertainty_score":0.99940795},"labels":[],"label_agreement":null},{"id":"W4365145211","doi":"10.1017/cls.2023.9","title":"Extracting Profits: State Regulation and the Canadian Ombudsperson for Responsible Enterprise","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Regulation and Compliance Studies","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":"University of Ottawa","funders":"","keywords":"Blame; Dominance (genetics); Ideology; Impunity; Harm; Government (linguistics); Political science; State (computer science); Political economy; Law and economics; Sociology; Law; Politics; Social psychology","score_opus":0.02453610482914571,"score_gpt":0.2545739913244568,"score_spread":0.2300378864953111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365145211","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":[0.94126236,0.0007994791,0.00013601717,0.039297864,0.0010281309,0.00076424814,0.00005162695,0.00003189266,0.016628388],"genre_scores_gemma":[0.99218726,0.00008397928,0.00013450072,0.0048916833,0.0004851652,0.000017375309,0.000015719907,0.000026715366,0.002157571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988644,0.000024751764,0.00033076247,0.00018141803,0.00008161288,0.0005170585],"domain_scores_gemma":[0.9988353,0.00019109344,0.0003053053,0.00012090542,0.00033624918,0.0002111022],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015892346,0.00015061001,0.0002846815,0.0001629022,0.001430287,0.00045607256,0.00014803561,0.00007744186,0.000024072546],"category_scores_gemma":[0.00022101932,0.00013270439,0.0001707685,0.0002728131,0.00031992188,0.0006074231,0.000019504922,0.00020732805,0.0000033288668],"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":[0.00009431263,0.000004291261,0.0035978751,0.00030628612,0.00024291556,0.000042597945,0.024298554,0.0002379056,0.00004876046,0.9469238,0.015486691,0.008716035],"study_design_scores_gemma":[0.0056652087,0.000068478425,0.069745526,0.0005627733,0.00031852405,0.00013474237,0.055079393,0.020622965,0.000014355709,0.21043298,0.6365084,0.0008466407],"about_ca_topic_score_codex":0.36188483,"about_ca_topic_score_gemma":0.96932995,"teacher_disagreement_score":0.7364908,"about_ca_system_score_codex":0.00031236964,"about_ca_system_score_gemma":0.00055601506,"threshold_uncertainty_score":0.9998697},"labels":[],"label_agreement":null},{"id":"W4365600402","doi":"10.48550/arxiv.2304.04914","title":"Regulatory Markets: The Future of AI Governance","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":18,"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":"Institute for Catastrophic Loss Reduction","keywords":"Legislature; Corporate governance; Business; Market regulation; Government regulation; Regulator; Control (management); Command and control; Financial regulation; Industrial organization; Public economics; Economics; Political science; Market economy; Finance; Engineering; Law; Management","score_opus":0.05381907922264166,"score_gpt":0.17867929442114283,"score_spread":0.12486021519850117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365600402","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":[0.91218877,0.0015510628,0.0036605606,0.011915228,0.006603499,0.0010687672,0.00004960988,0.00072616397,0.062236365],"genre_scores_gemma":[0.98780686,0.0003383318,0.000008516388,0.0005511769,0.0010675401,0.000001382802,0.000013567553,0.000025189367,0.010187442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990306,0.000018250299,0.00018225783,0.00045499078,0.00012096791,0.0001929217],"domain_scores_gemma":[0.99859226,0.0000364322,0.00043841932,0.00070462504,0.00021963632,0.000008637403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021036953,0.00022008154,0.00026666943,0.00009425263,0.00019994673,0.00006849029,0.0007166762,0.00013145948,0.0001299199],"category_scores_gemma":[0.000021920823,0.00018892459,0.00021352565,0.0005529794,0.00017737613,0.00029567024,0.0012260424,0.00033489894,0.00019194813],"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":[0.00010395793,0.000041881725,0.051534303,0.00051153795,0.00020049662,0.00003583925,0.000040094546,0.025960935,0.0000061421124,0.8397234,0.08050472,0.0013366727],"study_design_scores_gemma":[0.00041932584,0.0000035536013,0.69720316,0.00026210852,0.00017537992,3.5934536e-7,0.0006603937,0.030280868,0.0000058205956,0.13027377,0.14028773,0.00042753172],"about_ca_topic_score_codex":0.00015410138,"about_ca_topic_score_gemma":0.00016663336,"teacher_disagreement_score":0.70944965,"about_ca_system_score_codex":0.00005312333,"about_ca_system_score_gemma":0.000037962196,"threshold_uncertainty_score":0.7704121},"labels":[],"label_agreement":null},{"id":"W4367031554","doi":"10.4337/9781783476916.00004","title":"Contributors","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Monash University; Australian National University; King's College London; McGill University","keywords":"Computer science","score_opus":0.036138348213995995,"score_gpt":0.23004448404638525,"score_spread":0.19390613583238925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031554","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":[0.00002647458,0.00021425409,0.00007171761,0.0020667156,0.002881692,0.00032661573,0.000014001636,0.0004425856,0.99395597],"genre_scores_gemma":[0.012752481,0.000009326271,0.00006039629,0.0024532701,0.008376221,0.000022387285,0.00012638612,0.0001227493,0.9760768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795914,0.0000037938476,0.00042569026,0.00056308025,0.00061559404,0.0004327251],"domain_scores_gemma":[0.9975904,0.00004130152,0.00091629184,0.00086892146,0.00055409846,0.00002895295],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047542108,0.0004951364,0.00059797923,0.00034074404,0.00085334777,0.0075959787,0.0010412772,0.00039059867,0.00059042417],"category_scores_gemma":[0.00037430637,0.00046953623,0.0003090909,0.000012280361,0.00020240428,0.0022567848,0.0006906399,0.0006133923,0.0012460585],"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":[0.000013047574,0.000003782945,0.000112082744,0.00008243786,0.000111735826,0.000019237636,0.00002181158,9.816321e-7,0.0000021062417,0.62655777,0.34011295,0.03296203],"study_design_scores_gemma":[0.00032882064,0.000003705583,0.0005269803,0.00025096894,0.000078178746,0.0000017609867,0.000010948263,0.00003954078,0.0000016009297,0.10657535,0.8916986,0.00048356978],"about_ca_topic_score_codex":0.00015168477,"about_ca_topic_score_gemma":0.00018663245,"teacher_disagreement_score":0.5515856,"about_ca_system_score_codex":0.00007738014,"about_ca_system_score_gemma":0.00006652128,"threshold_uncertainty_score":0.99977565},"labels":[],"label_agreement":null},{"id":"W4377942012","doi":"10.1007/978-3-030-22767-8_1246","title":"Resource Extraction in Latin America and Human Rights","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Latin Americans; Extraction (chemistry); Resource (disambiguation); Human rights; Political science; Geography; Computer science; Law; Chromatography; Chemistry; Computer network","score_opus":0.042770397145412864,"score_gpt":0.2574763454061303,"score_spread":0.21470594826071743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377942012","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":[0.00052518456,0.000029698524,0.000020966656,0.00052542903,0.00008756227,0.00013533178,5.4321526e-7,0.00016150637,0.99851376],"genre_scores_gemma":[0.022970414,0.000010162685,0.000032693846,0.00035909217,0.00061922136,0.000008071886,0.00003909731,0.000030890318,0.97593033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929184,0.0000014503469,0.00020538972,0.00024825527,0.00014244783,0.000110621244],"domain_scores_gemma":[0.9996597,0.0000204629,0.00015788029,0.0001238052,0.000033615626,0.0000045262527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046433892,0.00016514683,0.0002040068,0.00028117248,0.00019617003,0.000109442844,0.00006045508,0.00007746035,0.00056957116],"category_scores_gemma":[0.000003778553,0.0001450353,0.000039491355,0.00006459315,0.000057571582,0.00018413243,0.00010131175,0.00013129842,0.0006370572],"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":[0.0000066762564,0.0000060312523,0.0004084451,0.000059052803,0.000018358462,0.000011080911,0.000014138801,0.000009655797,0.00000801185,0.95796216,0.035402205,0.006094167],"study_design_scores_gemma":[0.00012019016,0.0000026705443,0.02026497,0.000092540606,0.00001317672,2.3149654e-7,0.000026396085,0.00013305529,2.616861e-7,0.079689175,0.8994823,0.00017500363],"about_ca_topic_score_codex":0.0004518011,"about_ca_topic_score_gemma":0.0012427011,"teacher_disagreement_score":0.878273,"about_ca_system_score_codex":0.00001421724,"about_ca_system_score_gemma":0.000001460407,"threshold_uncertainty_score":0.81882936},"labels":[],"label_agreement":null},{"id":"W4380268522","doi":"10.1515/9780773590403-014","title":"10 Rules and Unruliness in Canadian Regulatory Democracy and Governance","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Corporate governance; Political science; Public administration; Law and economics; Business; Law; Sociology; Finance; Politics","score_opus":0.012608445132069995,"score_gpt":0.181375964342205,"score_spread":0.168767519210135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380268522","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":[0.00047476328,0.00001574052,0.000005216126,0.0006258559,0.00009844172,0.00026817375,0.000058577345,0.00006827113,0.99838495],"genre_scores_gemma":[0.04927085,0.00013369505,0.000044256376,0.00038879053,0.00020510022,0.0000011280514,0.000025783253,0.000043355412,0.94988704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876666,0.000010073049,0.00019650259,0.0004987182,0.00019909996,0.00032892262],"domain_scores_gemma":[0.9992049,0.000032743465,0.00026616463,0.00029093915,0.00014443806,0.000060835024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108093496,0.00035572326,0.00041395536,0.0002782491,0.00052416255,0.00009559499,0.00022718271,0.00022143195,0.000086932385],"category_scores_gemma":[0.000016165688,0.00040620923,0.00006194678,0.00001892341,0.00022374082,0.00026917135,0.00037651305,0.00021346293,0.00003421379],"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":[0.000045067143,0.0000026413911,0.00032532617,0.00019524095,0.000041270912,0.000056031702,0.000009874891,0.000007967375,5.5014846e-7,0.98972404,0.003690252,0.005901753],"study_design_scores_gemma":[0.0005236288,0.0000056909034,0.00885472,0.00027950335,0.00007190415,0.0000011125537,0.00001626589,0.00017698991,0.0000012418992,0.003606561,0.9860187,0.000443652],"about_ca_topic_score_codex":0.06595554,"about_ca_topic_score_gemma":0.0027786905,"teacher_disagreement_score":0.9861175,"about_ca_system_score_codex":0.00015074252,"about_ca_system_score_gemma":0.00003228074,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W4381849439","doi":"10.1111/rego.12532","title":"Jurisdictional overlap: The juxtaposition of institutional independence and collaboration in police wrongdoing investigations","year":2023,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Wrongdoing; Dysfunctional family; Misconduct; Bureaucracy; Independence (probability theory); Public administration; Democracy; Political science; Public relations; Business; Law; Psychology","score_opus":0.017363244273196608,"score_gpt":0.24957842119043536,"score_spread":0.23221517691723875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381849439","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":[0.9883731,0.00009980868,0.00072594977,0.005942496,0.00021548673,0.00024365255,0.000010697153,0.000069152884,0.004319628],"genre_scores_gemma":[0.99898905,0.00004486131,0.000117493124,0.0002695824,0.00025202098,0.00003172413,0.00004256381,0.000006434955,0.0002462586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990479,0.000010882955,0.00026287345,0.00016946373,0.00039695407,0.00011194625],"domain_scores_gemma":[0.9993092,0.000045700363,0.0003403029,0.000113071765,0.00018523628,0.0000065176687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023997558,0.000087967754,0.00009957748,0.0001209915,0.0002844558,0.00008184491,0.00008320167,0.000044257158,0.00002274295],"category_scores_gemma":[0.000071284994,0.00007839652,0.000023188326,0.0013444537,0.00015583677,0.0011506892,0.000065227396,0.00007078512,0.00003384805],"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":[0.000026464213,0.000022506689,0.19445506,0.00006694022,0.000011644409,4.897577e-7,0.0004209909,0.030829173,0.001655327,0.767274,0.0019945344,0.0032428736],"study_design_scores_gemma":[0.00027286645,0.0000028021614,0.93870825,0.00008124206,0.0000070270607,0.0000012123568,0.00019219244,0.04096612,0.00006488609,0.011579307,0.00804477,0.00007931176],"about_ca_topic_score_codex":0.00044176535,"about_ca_topic_score_gemma":0.00084113964,"teacher_disagreement_score":0.7556947,"about_ca_system_score_codex":0.000057818306,"about_ca_system_score_gemma":0.00005333514,"threshold_uncertainty_score":0.31969172},"labels":[],"label_agreement":null},{"id":"W4382865267","doi":"10.1515/9780773568440-018","title":"The Canadian Regulatory Model","year":2001,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.025475921846685155,"score_gpt":0.19183013320064854,"score_spread":0.1663542113539634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382865267","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":[0.0000046877617,0.0000044017534,0.000026637517,0.0008832467,0.00026070554,0.00034884692,0.00004064497,0.00016980081,0.99826103],"genre_scores_gemma":[0.006151309,0.00007951914,0.000026992253,0.0008105368,0.00034624955,0.0000018393282,0.000026655393,0.00005905885,0.99249786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998509,0.0000075293947,0.00020763198,0.00044480595,0.00038849856,0.00044254283],"domain_scores_gemma":[0.9986818,0.000025551992,0.0002896137,0.00061369134,0.00033262963,0.00005670808],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000117882344,0.00040070916,0.0003120071,0.0002878578,0.0026224775,0.0002131477,0.00062701147,0.0002740056,0.000047851638],"category_scores_gemma":[0.000007722139,0.0003731594,0.00021803021,0.000023397031,0.00028665553,0.00026814415,0.00041404268,0.00035061908,0.000091621296],"study_design_candidate":"not_applicable","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":[0.000025781042,0.0000024182675,0.000007201713,0.0000306262,0.00009882995,0.000045110064,0.000008284404,0.0002920588,2.2878552e-7,0.9603639,0.0372036,0.0019219106],"study_design_scores_gemma":[0.00025631426,0.0000028854765,0.000074597076,0.00007658562,0.00013079312,6.087133e-7,0.000031546282,0.0013367846,0.0000010296868,0.011751223,0.98590577,0.00043188868],"about_ca_topic_score_codex":0.04516147,"about_ca_topic_score_gemma":0.0038100397,"teacher_disagreement_score":0.94870216,"about_ca_system_score_codex":0.000360982,"about_ca_system_score_gemma":0.000082430284,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W4383334850","doi":"10.7202/1101119ar","title":"Wendy Kennett, Civil Enforcement in a Comparative Perspective : A Public Management Challenge, Cambridge, Intersentia, 2021, 635 p. [L’exécution forcée en matière civile selon une perspective comparatiste : Un défi de gestion publique], ISBN 9781780688183.","year":2023,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Perspective (graphical); Public management; Art; Public administration","score_opus":0.020840953565874593,"score_gpt":0.25745787400940096,"score_spread":0.23661692044352636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383334850","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":[0.15004998,0.013157763,0.024441173,0.11386416,0.002308372,0.0046844007,0.00015511124,0.0007826886,0.69055635],"genre_scores_gemma":[0.94502074,0.0023315183,0.0004112596,0.0006901343,0.00071166415,0.00064338266,0.00036023813,0.00008740616,0.049743664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9951586,0.00035447942,0.000932774,0.0012393185,0.0007711418,0.0015436645],"domain_scores_gemma":[0.99760735,0.00021217084,0.0006291849,0.0005677508,0.00085440534,0.00012914855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012962262,0.00082522264,0.000952629,0.001505597,0.00092358864,0.00079095474,0.0006148892,0.0004439301,0.00088824856],"category_scores_gemma":[0.00015515997,0.001003527,0.00036555127,0.0033096448,0.0006561086,0.0019249356,0.00051817927,0.0011010565,0.00069720944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027078588,0.0005492583,0.0018321914,0.00066835125,0.001020453,0.0001978334,0.030099131,0.0040822965,0.000026119367,0.9087221,0.045978677,0.0065528117],"study_design_scores_gemma":[0.006923557,0.00026012555,0.15055875,0.0018229585,0.00067113544,0.000036574784,0.35200348,0.15272656,0.00004156952,0.14423668,0.18867154,0.0020470473],"about_ca_topic_score_codex":0.008630503,"about_ca_topic_score_gemma":0.018186579,"teacher_disagreement_score":0.79497075,"about_ca_system_score_codex":0.008510742,"about_ca_system_score_gemma":0.00014035632,"threshold_uncertainty_score":0.999729},"labels":[],"label_agreement":null},{"id":"W4383454753","doi":"10.1515/9780773558199-015","title":"Canadian Corporate Social Irresponsibility: A History","year":2019,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.0401182935630776,"score_gpt":0.19157770708656696,"score_spread":0.15145941352348935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383454753","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":[0.000043789038,0.0000037166858,0.000006245786,0.00052866485,0.0007501701,0.00049599074,0.000120954894,0.00019684146,0.99785364],"genre_scores_gemma":[0.0053196433,0.00000878627,0.000020045169,0.0011520999,0.0004220904,0.0000011897349,0.00009310779,0.0000663936,0.99291664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983605,0.00001815033,0.00023777784,0.00062887714,0.00034337412,0.00041132764],"domain_scores_gemma":[0.9984996,0.000026731399,0.0005873995,0.00045560696,0.00037794828,0.000052726416],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013323275,0.00046078532,0.0005288436,0.0005736997,0.00064149575,0.00006875502,0.00046550503,0.00035087997,0.00034773207],"category_scores_gemma":[0.00000869687,0.0005542901,0.0002795196,0.000021781943,0.00021592312,0.0003200402,0.00042226812,0.0003786654,0.000363851],"study_design_candidate":"not_applicable","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":[0.00010972426,0.000006053367,0.000035100093,0.000157157,0.0001285861,0.00012324202,0.000031665822,0.0000047482017,0.000001478248,0.93485135,0.063756466,0.0007944542],"study_design_scores_gemma":[0.0004581891,0.000007194486,0.0003538498,0.00008817758,0.00018816533,5.179909e-7,0.000048426882,0.000042414445,7.885e-7,0.0029062186,0.9953173,0.0005887593],"about_ca_topic_score_codex":0.06055101,"about_ca_topic_score_gemma":0.0009924691,"teacher_disagreement_score":0.9319451,"about_ca_system_score_codex":0.0015283362,"about_ca_system_score_gemma":0.00026505697,"threshold_uncertainty_score":0.99969083},"labels":[],"label_agreement":null},{"id":"W4385065060","doi":"10.1007/s43546-023-00531-3","title":"A strategic approach to managerial compliance with equal pay policies","year":2023,"lang":"en","type":"article","venue":"SN Business & Economics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Transparency (behavior); Compliance (psychology); Incentive; Commission; Business; Compensation (psychology); Public economics; Government (linguistics); Constraint (computer-aided design); Economics; Microeconomics; Political science; Finance; Psychology; Social psychology","score_opus":0.09450556174924966,"score_gpt":0.252575390023862,"score_spread":0.1580698282746123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385065060","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":[0.7586284,0.000020958425,0.0024261817,0.0068342076,0.0010518464,0.0006398108,0.000014036986,0.0006237707,0.22976074],"genre_scores_gemma":[0.994179,0.000027748678,0.0004909182,0.0017311955,0.001767376,0.00009462356,0.00009245743,0.00005023331,0.0015664584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988121,0.000004320459,0.00026304048,0.00040073853,0.000100537225,0.00041928247],"domain_scores_gemma":[0.9993302,0.00001558484,0.00015592712,0.00031010108,0.00016821979,0.000019958794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014174644,0.00023954177,0.00031530185,0.00029425675,0.00028903785,0.0005653495,0.0003173646,0.000044273092,0.00004020448],"category_scores_gemma":[0.000011610183,0.00019261376,0.00004649941,0.0012279318,0.00009192169,0.00063624943,0.00023620565,0.00006807358,0.0012445515],"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":[0.0002858855,0.00013890977,0.008896899,0.0005394794,0.00013624667,0.000008608932,0.00023732716,0.08933878,0.000066567576,0.8817238,0.012326906,0.006300545],"study_design_scores_gemma":[0.0023616,0.000027038619,0.5944267,0.00016415188,0.00009201044,0.000009011046,0.003899531,0.059897453,0.000012031904,0.044608533,0.2928214,0.0016805266],"about_ca_topic_score_codex":0.00028354308,"about_ca_topic_score_gemma":0.00016095897,"teacher_disagreement_score":0.8371153,"about_ca_system_score_codex":0.000037528793,"about_ca_system_score_gemma":0.000031787957,"threshold_uncertainty_score":0.9995331},"labels":[],"label_agreement":null},{"id":"W4385191812","doi":"10.5465/amproc.2023.17017abstract","title":"How are Today’s Workers Mobilizing to Address Social and Environmental Challenges?","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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":"Queen's University","funders":"","keywords":"Public relations; Context (archaeology); Insider; Shareholder; Social movement; Software deployment; Work (physics); Resistance (ecology); Political science; Business; Corporate governance; Politics; Law","score_opus":0.06687589262464265,"score_gpt":0.2634662040874975,"score_spread":0.19659031146285483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385191812","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":[0.90418136,0.0004170542,0.000010348452,0.06393799,0.00010301309,0.00077610527,0.0000026395016,0.00030822662,0.03026328],"genre_scores_gemma":[0.9953158,0.00042012476,0.000066394685,0.0011064231,0.00042621006,0.000103877675,0.000003314391,0.00002548495,0.0025323834],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99875134,0.0000017517438,0.00018887217,0.00038693057,0.0003583779,0.00031275325],"domain_scores_gemma":[0.9997089,0.000009200941,0.00020828936,0.000039791612,0.00001662757,0.00001717047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025125835,0.00018668949,0.00022388254,0.00034051196,0.00025599383,0.00017172855,0.00023678991,0.000064293265,0.00001543031],"category_scores_gemma":[0.000013498483,0.00018891998,0.00005542395,0.0004423027,0.00008290884,0.0008275872,0.00066764286,0.00009850695,0.000058953636],"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":[0.0002313576,0.00018130225,0.13981415,0.0053492463,0.0006404498,0.000009817193,0.0029937173,0.000046135607,0.0017318882,0.2587284,0.30488575,0.28538778],"study_design_scores_gemma":[0.0004607661,0.000007682089,0.72275776,0.00016080069,0.00006152578,3.1944387e-7,0.036336012,0.00021070869,0.000053179378,0.0025466152,0.23712185,0.00028280652],"about_ca_topic_score_codex":0.0000026498667,"about_ca_topic_score_gemma":8.1701427e-7,"teacher_disagreement_score":0.5829436,"about_ca_system_score_codex":0.000022258433,"about_ca_system_score_gemma":5.7360455e-7,"threshold_uncertainty_score":0.7703933},"labels":[],"label_agreement":null},{"id":"W4385271705","doi":"10.1017/bap.2023.16","title":"Novelty and the demand for private regulation: Evidence from data privacy governance","year":2023,"lang":"en","type":"article","venue":"Business and Politics","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":10,"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":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Social Sciences and Humanities Research Council of Canada","keywords":"Novelty; European union; Transaction cost; Corporate governance; Business; Information privacy; Public economics; Private sector; Distribution (mathematics); Privacy policy; Industrial organization; Economics; Internet privacy; Law; International trade; Finance; Political science; Computer science","score_opus":0.09980328054641081,"score_gpt":0.29452597387056717,"score_spread":0.19472269332415637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385271705","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":[0.9170455,0.0037326952,0.010976968,0.06471158,0.0007853112,0.0009310821,0.00014953324,0.00020635618,0.0014609763],"genre_scores_gemma":[0.9952742,0.0007709445,0.0004128814,0.0010878771,0.0015483542,0.000026013739,0.0001058184,0.000014606786,0.0007592956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99924946,0.000005792411,0.00017454306,0.00025206062,0.00013617653,0.00018198397],"domain_scores_gemma":[0.99904376,0.0002672908,0.00013457098,0.00039078333,0.00015481932,0.00000877828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025096416,0.00011424551,0.00016581477,0.000026392496,0.00039529256,0.00031467958,0.00024149391,0.000028659344,0.000010745573],"category_scores_gemma":[0.00048351835,0.00007821171,0.000016478967,0.0003002562,0.00018657104,0.000762056,0.0005690311,0.00003267397,0.0000152557595],"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":[0.0001218871,0.000015021214,0.053630255,0.000493502,0.000058896218,0.0000014553578,0.00018616654,0.00009931685,0.000036685127,0.90308493,0.03227213,0.009999767],"study_design_scores_gemma":[0.00068580254,9.598011e-7,0.73074824,0.00011890015,0.000044430624,5.437897e-7,0.000030746465,0.028048957,0.0000019975125,0.048380014,0.19183609,0.00010333623],"about_ca_topic_score_codex":0.0003720737,"about_ca_topic_score_gemma":0.000028568302,"teacher_disagreement_score":0.8547049,"about_ca_system_score_codex":0.0000053361578,"about_ca_system_score_gemma":0.000011991209,"threshold_uncertainty_score":0.3189381},"labels":[],"label_agreement":null},{"id":"W4385577120","doi":"10.3138/utlj-2023-0064","title":"Equality, Equity, and Algorithms: Learning from Justice Rosalie Abella","year":2023,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Disadvantaged; Economic Justice; Law and economics; Harm; Sociology; Face (sociological concept); Law; Algorithm; Public relations; Computer science; Political science; Social science","score_opus":0.053902923674394095,"score_gpt":0.26727063266057827,"score_spread":0.21336770898618418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385577120","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":[0.16791125,0.001828265,0.0052070953,0.0043818927,0.0012684627,0.0001601573,0.0000088353345,0.00029990997,0.81893414],"genre_scores_gemma":[0.99630034,0.0005386334,0.00041309727,0.00022150135,0.0005993083,3.4565215e-8,0.000008765908,0.0000075273047,0.001910807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993618,0.000017365252,0.00010832523,0.00011705065,0.0002422205,0.00015323993],"domain_scores_gemma":[0.99955815,0.00004211101,0.00018260627,0.00006607648,0.00013254638,0.000018534201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031085167,0.00007847585,0.0001520294,0.000029758374,0.0008223306,0.00013693343,0.00018948986,0.000032895576,0.0005533677],"category_scores_gemma":[0.000022591275,0.0000851721,0.00005520719,0.000060238075,0.000098260265,0.00086779136,0.0007233232,0.000095792515,0.00006289768],"study_design_candidate":"not_applicable","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":[0.000489891,0.00023817398,0.06355988,0.00076295825,0.00092989893,0.00031009482,0.0068496955,0.0040430035,0.0017811083,0.59589183,0.09723772,0.22790575],"study_design_scores_gemma":[0.0019088289,0.000033042943,0.16907302,0.00016452455,0.00035444702,0.000006562356,0.030728392,0.01724674,0.000009497432,0.017513255,0.76257527,0.00038640838],"about_ca_topic_score_codex":0.025740074,"about_ca_topic_score_gemma":0.0148014305,"teacher_disagreement_score":0.8283891,"about_ca_system_score_codex":0.00004898749,"about_ca_system_score_gemma":0.0000073183664,"threshold_uncertainty_score":0.9807476},"labels":[],"label_agreement":null},{"id":"W4385600276","doi":"10.1515/9780773585058-002","title":"Policy: From Ideas to Implementation Essays in Honour of Professor G. Bruce Doern","year":2010,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Honour; Sociology; Classics; History; Philosophy; Art history; Political science; Law","score_opus":0.019745043540817093,"score_gpt":0.2420726705835199,"score_spread":0.22232762704270279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385600276","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":[0.0016192148,0.0000012532494,0.000072088806,0.0010674046,0.00027735523,0.00088057906,0.0002526755,0.00010933784,0.9957201],"genre_scores_gemma":[0.123954,0.00003542184,0.00045952888,0.0009037835,0.0007597305,0.000009780219,0.00020327019,0.00009829979,0.87357616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985,0.000016675776,0.0003570044,0.0004860791,0.0003476855,0.00029255354],"domain_scores_gemma":[0.99872124,0.000038916154,0.0005303638,0.0003929615,0.000285557,0.000030943414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121005105,0.00036485514,0.00049431185,0.0006598526,0.0002975603,0.000054513457,0.00044952298,0.00024014442,0.00010482689],"category_scores_gemma":[0.000015763128,0.00041190462,0.00015087353,0.000053740558,0.00009159554,0.0003185315,0.00072130887,0.00037007354,0.000041673746],"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":[0.00013349707,0.000017892644,0.00020316622,0.00012527032,0.00010265523,0.000023814202,0.00014456199,0.000012559782,0.00012073279,0.9935683,0.0011154643,0.004432082],"study_design_scores_gemma":[0.0011841245,0.000013743763,0.003003753,0.0002968524,0.00013679791,1.9582434e-7,0.0003511435,0.00001737399,0.00028107787,0.026878435,0.9672911,0.0005453684],"about_ca_topic_score_codex":0.0150347045,"about_ca_topic_score_gemma":0.00020274523,"teacher_disagreement_score":0.9666899,"about_ca_system_score_codex":0.00012279124,"about_ca_system_score_gemma":0.000039748567,"threshold_uncertainty_score":0.9998333},"labels":[],"label_agreement":null},{"id":"W4385762760","doi":"10.1017/cls.2023.20","title":"Smooth Operators, Predictable Glitches: The Interface Governance of Benefits and Borders","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bureaucracy; Interface (matter); Corporate governance; Unintended consequences; Government (linguistics); State (computer science); Phenomenon; Political science; Economic Justice; Public administration; Law and economics; Public relations; Sociology; Business; Law; Computer science; Politics; Epistemology","score_opus":0.016329624156804688,"score_gpt":0.24026398060178805,"score_spread":0.22393435644498336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385762760","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":[0.9789237,0.0038229434,0.000018245464,0.008735469,0.0004612183,0.00013307088,0.000037959802,0.000011862272,0.007855533],"genre_scores_gemma":[0.995673,0.0009255979,0.000029185307,0.0025508432,0.0002680565,0.000003307237,0.000003478914,0.00001669609,0.00052981195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915373,0.000009956953,0.00028893613,0.00013864953,0.000081921295,0.0003268193],"domain_scores_gemma":[0.9992006,0.00006059631,0.00027036192,0.00012237928,0.0002450462,0.00010100902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106268,0.00012767954,0.00026396062,0.000037053273,0.00041837213,0.0001516576,0.00020100006,0.000059814898,0.0000317612],"category_scores_gemma":[0.00007910893,0.00010859047,0.00011293294,0.00029211747,0.0003054203,0.00045165207,0.000043799773,0.00017672028,0.0000015848804],"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":[0.000013330547,0.000009879377,0.013815325,0.00040891088,0.00027115142,0.000020402806,0.0143590635,0.0008342454,0.000048304195,0.9283578,0.031924926,0.009936667],"study_design_scores_gemma":[0.0015305785,0.0000749782,0.123423174,0.00083431177,0.00020155571,0.00004386421,0.048574284,0.0032578802,0.000025561892,0.013544112,0.8079555,0.0005341928],"about_ca_topic_score_codex":0.034660876,"about_ca_topic_score_gemma":0.2494556,"teacher_disagreement_score":0.9148137,"about_ca_system_score_codex":0.00009588614,"about_ca_system_score_gemma":0.00017045572,"threshold_uncertainty_score":0.9717674},"labels":[],"label_agreement":null},{"id":"W4386353100","doi":"10.32920/24076509","title":"An Investigation of Social Media Use for Environmental Norm Development: An Exploration of an Emerging Multi-Actor Regulatory Governance Normative Process","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"McMaster University; Toronto Metropolitan University","funders":"Ministry of Education, India","keywords":"Normative; Social media; Norm (philosophy); Corporate governance; Public relations; Civil society; Political science; Conversation; Government (linguistics); Environmental governance; Legislature; Sociology; Business; Politics; Law","score_opus":0.14572808510984633,"score_gpt":0.30308470925359576,"score_spread":0.15735662414374943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386353100","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":[0.99342906,0.000008604309,0.0052630864,0.00009535011,0.0003129868,0.0006496241,0.000067140776,0.000116867304,0.000057255285],"genre_scores_gemma":[0.99222404,0.000007651009,0.0050546946,0.00005448911,0.0003883844,0.00018342957,0.0019464068,0.000043197895,0.00009769976],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983706,0.000019244862,0.00062701246,0.00039711848,0.00041886827,0.00016718487],"domain_scores_gemma":[0.99832577,0.000027017211,0.0011846328,0.00021960842,0.00022499001,0.000018003724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027027712,0.0002599257,0.00034890533,0.00014838146,0.00023166554,0.00010839659,0.0002636263,0.00012627646,0.000031279527],"category_scores_gemma":[0.000046813937,0.0002650554,0.00006522877,0.0001556921,0.00013443711,0.0058920765,0.00017892724,0.000098719895,0.0000060090715],"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":[0.0016449066,0.0032045548,0.27973288,0.01759908,0.0014586119,0.000003866686,0.382003,0.047768295,0.048997927,0.046155654,0.0016609753,0.16977023],"study_design_scores_gemma":[0.0007000655,0.000015148598,0.93766385,0.00015356713,0.00005258015,3.7339603e-8,0.012167824,0.04120806,0.004634471,0.002710525,0.00022451757,0.0004693761],"about_ca_topic_score_codex":0.000055866465,"about_ca_topic_score_gemma":0.0007020914,"teacher_disagreement_score":0.6579309,"about_ca_system_score_codex":0.00007507887,"about_ca_system_score_gemma":0.000058107926,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4386353117","doi":"10.32920/24076509.v1","title":"An Investigation of Social Media Use for Environmental Norm Development: An Exploration of an Emerging Multi-Actor Regulatory Governance Normative Process","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","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":"McMaster University; Toronto Metropolitan University","funders":"Ministry of Education, India","keywords":"Normative; Social media; Norm (philosophy); Corporate governance; Public relations; Civil society; Political science; Conversation; Government (linguistics); Legislature; Environmental governance; Sociology; Business; Politics; Law","score_opus":0.14572808510984633,"score_gpt":0.30308470925359576,"score_spread":0.15735662414374943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386353117","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":[0.99342906,0.000008604309,0.0052630864,0.00009535011,0.0003129868,0.0006496241,0.000067140776,0.000116867304,0.000057255285],"genre_scores_gemma":[0.99222404,0.000007651009,0.0050546946,0.00005448911,0.0003883844,0.00018342957,0.0019464068,0.000043197895,0.00009769976],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983706,0.000019244862,0.00062701246,0.00039711848,0.00041886827,0.00016718487],"domain_scores_gemma":[0.99832577,0.000027017211,0.0011846328,0.00021960842,0.00022499001,0.000018003724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027027712,0.0002599257,0.00034890533,0.00014838146,0.00023166554,0.00010839659,0.0002636263,0.00012627646,0.000031279527],"category_scores_gemma":[0.000046813937,0.0002650554,0.00006522877,0.0001556921,0.00013443711,0.0058920765,0.00017892724,0.000098719895,0.0000060090715],"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":[0.0016449066,0.0032045548,0.27973288,0.01759908,0.0014586119,0.000003866686,0.382003,0.047768295,0.048997927,0.046155654,0.0016609753,0.16977023],"study_design_scores_gemma":[0.0007000655,0.000015148598,0.93766385,0.00015356713,0.00005258015,3.7339603e-8,0.012167824,0.04120806,0.004634471,0.002710525,0.00022451757,0.0004693761],"about_ca_topic_score_codex":0.000055866465,"about_ca_topic_score_gemma":0.0007020914,"teacher_disagreement_score":0.6579309,"about_ca_system_score_codex":0.00007507887,"about_ca_system_score_gemma":0.000058107926,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4386491239","doi":"10.1016/j.jebo.2023.09.008","title":"Ex-ante litigation risk and firm-level climate-change exposure","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Endogeneity; Litigation risk analysis; Corporate governance; Ex-ante; Proxy (statistics); Agency (philosophy); Executive compensation; Economics; Corporate social responsibility; Ideology; Agency cost; Accounting; Business; Political science; Law; Finance; Politics; Shareholder; Sociology","score_opus":0.0601966383322106,"score_gpt":0.2522375840682931,"score_spread":0.1920409457360825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386491239","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":[0.99821293,0.00005335508,0.00010887847,0.00064938207,0.0006326986,0.00012213603,0.00000644656,0.0000455796,0.00016856303],"genre_scores_gemma":[0.9982972,0.0003678513,0.00005682696,0.0001236787,0.0010179933,0.0000036531487,0.000032432177,0.000023192415,0.0000771619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930596,0.000007923584,0.00036405798,0.00010900885,0.000081281105,0.00013174751],"domain_scores_gemma":[0.99924093,0.000013375307,0.00044768193,0.00007663345,0.000208918,0.00001245454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027296264,0.00009676222,0.00016112525,0.00022548775,0.00019507189,0.00017468675,0.000079267294,0.00004502235,0.0002003348],"category_scores_gemma":[0.000044070814,0.00008375388,0.000036182944,0.00020388234,0.000023886103,0.0012295742,0.00007548757,0.000071909184,0.00031112676],"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":[0.00000903647,0.00002106102,0.98667634,0.000027798715,0.0000135867895,0.0000042884963,0.00026457405,0.00008030828,0.00070390286,0.0016167903,0.0012306474,0.00935168],"study_design_scores_gemma":[0.00041044963,0.000013653902,0.9959927,0.000029754596,0.000099481476,0.000008831278,0.00044626932,0.0004646985,0.0001510601,0.0005335326,0.001742424,0.0001071196],"about_ca_topic_score_codex":0.000024282313,"about_ca_topic_score_gemma":0.000019176172,"teacher_disagreement_score":0.009316399,"about_ca_system_score_codex":0.000044889493,"about_ca_system_score_gemma":0.000007984446,"threshold_uncertainty_score":0.39990088},"labels":[],"label_agreement":null},{"id":"W4386778865","doi":"10.1111/capa.12541","title":"From IDA to IIROC: Has self‐regulation in the Canadian investment industry evolved?","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Enforcement; Commission; Tribunal; Investment (military); Business; Accounting; Finance; Investment banking; Investment policy; Law; Foreign direct investment; Political science","score_opus":0.06980921812951027,"score_gpt":0.2569456768523643,"score_spread":0.18713645872285403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386778865","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":[0.5721484,0.000017031669,0.0000260841,0.37915567,0.00055085926,0.0007656285,0.000034638204,0.00015525131,0.047146466],"genre_scores_gemma":[0.98192513,4.928913e-7,0.000044768647,0.015883792,0.00091671915,0.000123473,0.00057215506,0.000015370602,0.00051807385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870527,0.000021334776,0.0002500118,0.00028431945,0.00027942524,0.00045962873],"domain_scores_gemma":[0.9993383,0.000023936153,0.000077382596,0.0002825897,0.00013313569,0.0001446256],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00034443097,0.00015412053,0.00011501069,0.0008114497,0.00073011534,0.0012754058,0.00029345046,0.0001633958,0.00036319267],"category_scores_gemma":[0.0001311695,0.00014435753,0.00003299316,0.0017678844,0.000042819338,0.0007525701,0.000024698498,0.00018705252,0.00077251956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007757143,0.00003557675,0.122056454,0.000025150053,0.00004044792,0.000063219726,0.0010867934,0.00011444126,0.000018916362,0.3448373,0.5271457,0.004568221],"study_design_scores_gemma":[0.00011957224,0.000006173702,0.40866452,0.000011140672,0.0000065720697,7.654387e-7,0.0010432502,0.0022788746,0.00000178489,0.0041237427,0.5836055,0.00013804313],"about_ca_topic_score_codex":0.49146333,"about_ca_topic_score_gemma":0.99635446,"teacher_disagreement_score":0.50489116,"about_ca_system_score_codex":0.00048131763,"about_ca_system_score_gemma":0.0013963471,"threshold_uncertainty_score":0.99976134},"labels":[],"label_agreement":null},{"id":"W4387894376","doi":"10.1080/01639625.2023.2271627","title":"Workplace Deviance Investigations: A Case Study of the Application of Maturity Model to a University Investigation","year":2023,"lang":"en","type":"article","venue":"Deviant Behavior","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"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":"Deviance (statistics); Audit; Maturity (psychological); Criminal justice; Contradiction; Work (physics); Public relations; Criminology; Accounting; Sociology; Psychology; Business; Political science; Law; Engineering","score_opus":0.06684784680889962,"score_gpt":0.27390798621233625,"score_spread":0.20706013940343665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387894376","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":[0.9980404,0.000006071642,0.00036192505,0.00044799765,0.000046679088,0.00092602,0.000006069937,0.00006366516,0.00010117024],"genre_scores_gemma":[0.99937534,9.618215e-7,0.00024623142,0.00011773417,0.000026930653,0.00005900444,0.000007311042,0.000005294391,0.00016118537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993339,0.000013260778,0.00019975747,0.00016939046,0.000190276,0.00009340856],"domain_scores_gemma":[0.99932456,0.000016337995,0.00021016505,0.00024310163,0.00019435173,0.000011462119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014329182,0.0000849803,0.00013354428,0.000117350624,0.00019591185,0.000018649505,0.00017627791,0.000027099046,0.000002542617],"category_scores_gemma":[0.00003128926,0.00006726358,0.00003826434,0.0016620492,0.000053778524,0.0002407857,0.00017662466,0.000053145464,0.000018870567],"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":[0.000030706677,0.0002759045,0.9714506,0.00015075268,0.000019983176,0.000029060344,0.0019187144,0.00923039,0.0040055467,0.0041252873,0.0012265075,0.007536508],"study_design_scores_gemma":[0.00041360522,0.000012516793,0.939973,0.0000776963,0.000152107,0.000006553713,0.0073571056,0.049958345,0.000232422,0.00059433887,0.0010540135,0.0001683137],"about_ca_topic_score_codex":0.000691161,"about_ca_topic_score_gemma":0.0015163071,"teacher_disagreement_score":0.040727954,"about_ca_system_score_codex":0.000022662278,"about_ca_system_score_gemma":0.000018436727,"threshold_uncertainty_score":0.27429292},"labels":[],"label_agreement":null},{"id":"W4388109165","doi":"10.18174/637047","title":"Ecologische en sociaaleconomische effecten van alternatieve beheerscenario’s voor de garnalenvisserij","year":2023,"lang":"nl","type":"report","venue":"","topic":"Regulation and Compliance 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":"Impact","funders":"","keywords":"Political science; Psychology","score_opus":0.07298501497936377,"score_gpt":0.3133989729177663,"score_spread":0.24041395793840253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388109165","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":[0.044293966,0.0012896056,0.0003932588,0.00723921,0.006191198,0.0017919659,0.00003045425,0.0011333022,0.93763703],"genre_scores_gemma":[0.12646537,0.0038040162,0.00045886976,0.0024902655,0.010775062,0.00038211196,0.0005278599,0.00036694223,0.85472953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953147,0.00010121561,0.0012636825,0.0012619463,0.00074229285,0.0013161207],"domain_scores_gemma":[0.9967164,0.0003863973,0.0014669385,0.0007165434,0.000636738,0.000076975644],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019920792,0.0010797029,0.001483499,0.00058758626,0.0008145463,0.0010553482,0.0010582717,0.00077552476,0.013315647],"category_scores_gemma":[0.0006918786,0.0010099704,0.0007772331,0.0005873375,0.00023130982,0.000827483,0.0012149146,0.0009272097,0.019514196],"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":[0.00013205103,0.0002759365,0.20449834,0.0026823976,0.0031981478,0.00030056978,0.00025351322,0.00084227236,0.00006651221,0.0043535503,0.7558109,0.027585823],"study_design_scores_gemma":[0.0007751678,0.0000377343,0.32871816,0.0003148762,0.0006117051,0.000012353204,0.0008784992,0.0025492324,0.00001644279,0.0013204318,0.6636545,0.0011108876],"about_ca_topic_score_codex":0.0025410138,"about_ca_topic_score_gemma":0.001984793,"teacher_disagreement_score":0.124219835,"about_ca_system_score_codex":0.00068472966,"about_ca_system_score_gemma":0.0004714317,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W4388205396","doi":"10.1080/10455752.2023.2272546","title":"Beyond Trash and Garbage: Shifting Perspectives on Discard","year":2023,"lang":"en","type":"article","venue":"Capitalism Nature Socialism","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Garbage; Power (physics); Sociology; Engineering; Waste management; Physics; Thermodynamics","score_opus":0.010462410272139736,"score_gpt":0.2506639865290099,"score_spread":0.24020157625687016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388205396","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":[0.8834613,0.0026286773,0.000006551145,0.018627102,0.0014529357,0.00028169563,0.000009613444,0.0005962826,0.09293584],"genre_scores_gemma":[0.9925922,0.00010111912,0.000016394606,0.002483473,0.0031187702,0.000021127244,0.000031580705,0.00003396915,0.0016013469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99885875,0.000012623908,0.00015408799,0.00037558362,0.00030038314,0.00029858344],"domain_scores_gemma":[0.99955857,0.00004386342,0.00011065233,0.00015424815,0.000117331925,0.00001534369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002079694,0.00020522118,0.00022635158,0.00020246673,0.00057726883,0.00033020615,0.00014897878,0.00018526048,0.000046756442],"category_scores_gemma":[0.00015914222,0.000185026,0.00011475611,0.0005791372,0.00015801769,0.00044639542,0.00014050238,0.00033072376,0.00018267884],"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":[0.000013043721,0.000022149574,0.0018841736,0.00006896904,0.0000647068,0.000017930852,0.007466418,0.000005746779,0.0001010323,0.9253079,0.0624576,0.0025902966],"study_design_scores_gemma":[0.0013501929,0.000017973953,0.56254166,0.00013133949,0.00011954363,0.0000021667538,0.0757247,0.00042995863,0.000027366801,0.27430114,0.08438651,0.0009674141],"about_ca_topic_score_codex":0.000020700398,"about_ca_topic_score_gemma":0.000015026771,"teacher_disagreement_score":0.6510068,"about_ca_system_score_codex":0.000029972376,"about_ca_system_score_gemma":0.00000893275,"threshold_uncertainty_score":0.7545141},"labels":[],"label_agreement":null},{"id":"W4388247698","doi":"10.1002/sys.21731","title":"Government‐enterprise collusion and public oversight in the green transformation of resource‐based enterprises: A principal‐agent perspective","year":2023,"lang":"en","type":"article","venue":"Systems Engineering","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"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":"Jiangsu Normal University; National Natural Science Foundation of China","keywords":"Collusion; Business; Government (linguistics); Incentive; Resource (disambiguation); Central government; Industrial organization; Public economics; Economics; Local government; Public administration; Market economy; Political science","score_opus":0.01896389409458704,"score_gpt":0.21443736321252696,"score_spread":0.19547346911793992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388247698","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":[0.97708607,0.00038697288,0.005080205,0.001817207,0.0002962433,0.0009702155,0.000009607792,0.00016706878,0.014186396],"genre_scores_gemma":[0.99969316,0.000008078198,0.000006883134,0.00006639984,0.000091084854,0.000050106726,0.0000058982164,0.000009343866,0.000069062815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991869,0.0000114852655,0.00020954329,0.0001180439,0.00032969643,0.00014436195],"domain_scores_gemma":[0.99972224,0.00003697583,0.000083966865,0.00011118155,0.000039047714,0.0000066096018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003025256,0.00009755339,0.0001376911,0.00017032056,0.00007057023,0.00009214169,0.00011016239,0.000023976252,0.00000337846],"category_scores_gemma":[0.00003027025,0.00007631139,0.000039165527,0.00052217935,0.000014459284,0.0003085473,0.000051304643,0.000051065814,0.0000065591416],"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":[0.00053438015,0.0006352249,0.30883786,0.017281316,0.0005799663,0.0001044012,0.06458088,0.31260806,0.0089514125,0.27296886,0.0072701946,0.0056474614],"study_design_scores_gemma":[0.0016560826,0.000025212783,0.2170154,0.0007379035,0.00003638373,0.0000026652378,0.042563934,0.6342545,0.0000207156,0.000060728726,0.10331561,0.00031087964],"about_ca_topic_score_codex":0.00020959263,"about_ca_topic_score_gemma":0.000028649312,"teacher_disagreement_score":0.32164642,"about_ca_system_score_codex":0.000096460404,"about_ca_system_score_gemma":0.0000047082794,"threshold_uncertainty_score":0.31118885},"labels":[],"label_agreement":null},{"id":"W4388779522","doi":"10.1515/9781552382967-018","title":"Exploring the Roles of Law &amp; Hierarchy in Ideas of Resilience","year":2005,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Resilience (materials science); Hierarchy; Sociology; Political science; Law; Physics","score_opus":0.08138318992906182,"score_gpt":0.21399134218041121,"score_spread":0.1326081522513494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388779522","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":[0.005768744,0.00023695047,0.00011892473,0.000027245856,0.000048038728,0.00017752349,0.0000029239116,0.000015798189,0.9936038],"genre_scores_gemma":[0.31001604,0.0004577055,0.00063256343,0.00013695318,0.00024627568,0.0000016129818,0.00001526625,0.000040329458,0.68845326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992484,0.000007294419,0.00021827003,0.00016699852,0.00025429527,0.000104737075],"domain_scores_gemma":[0.9991749,0.00004083056,0.00035761323,0.00027825154,0.00014224913,0.0000061594783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010840437,0.00013805374,0.00030714617,0.00015278821,0.00008355497,0.00000891861,0.0003861314,0.00005269592,0.000040678515],"category_scores_gemma":[0.000006154378,0.0001300525,0.000117205476,0.00001464577,0.00048686535,0.000230541,0.00034548464,0.00013170487,0.000004184325],"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":[0.00009304167,0.000009327407,0.00008214781,0.00019476017,0.00003956547,0.0000028167415,0.0004533642,0.00013006158,0.00004352442,0.9869124,0.00008606473,0.011952878],"study_design_scores_gemma":[0.00045569288,0.000008695806,0.0028784536,0.0007440129,0.000094741335,3.6470485e-7,0.00018752349,0.00023057815,0.00008598459,0.013689572,0.9814016,0.00022277412],"about_ca_topic_score_codex":0.0014349433,"about_ca_topic_score_gemma":0.0039581126,"teacher_disagreement_score":0.98131555,"about_ca_system_score_codex":0.000014590309,"about_ca_system_score_gemma":0.000013164322,"threshold_uncertainty_score":0.5303387},"labels":[],"label_agreement":null},{"id":"W4389522288","doi":"10.1080/00014788.2023.2278727","title":"Mythmaking in audit regulation: the Canadian initiative on ‘enhancing audit quality’","year":2023,"lang":"en","type":"article","venue":"Accounting and Business Research","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"Université Laval; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fondation de l’Ordre des dentistes du Québec; Fonds de Recherche du Québec-Société et Culture; Centre for Research on Intermediality, University of Montreal; HEC Montréal; Association francophone de comptabilité","keywords":"Criticism; Audit; Legitimacy; Extant taxon; Quality (philosophy); Regulatory authority; Action (physics); Business; Law and economics; Accounting; Political science; Public relations; Economics; Public administration; Law; Epistemology","score_opus":0.17218611994413985,"score_gpt":0.3792374194324816,"score_spread":0.20705129948834178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389522288","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":[0.82852787,0.0001969548,0.00003969089,0.04764784,0.0006163614,0.00064455264,0.0000033535875,0.00022361954,0.122099765],"genre_scores_gemma":[0.99614537,0.00004156369,0.0000136701865,0.0014013036,0.0013030207,0.00007381238,0.00002305679,0.00002621963,0.0009719662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768925,0.00006943019,0.00034457838,0.00040949372,0.0007818048,0.0007054184],"domain_scores_gemma":[0.99814844,0.00048013096,0.00013606882,0.0002941934,0.0009217269,0.000019450448],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034577253,0.00017252348,0.00021575189,0.0012054067,0.0020503306,0.0010223915,0.00029211052,0.00008371307,0.000102975966],"category_scores_gemma":[0.0014416792,0.00013291695,0.000032577187,0.0049727224,0.00023445702,0.00082343165,0.0002940277,0.000401688,0.0006260224],"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":[0.00019907969,0.00010133471,0.54298824,0.0011554587,0.00010958153,0.00013710569,0.0022315753,0.005980893,0.00053933845,0.27032962,0.075356334,0.100871444],"study_design_scores_gemma":[0.00026548337,0.0000032467296,0.91722494,0.00027994823,0.0000035947767,0.0000010351796,0.0016068554,0.0033824516,0.0000073179854,0.009859268,0.067178294,0.00018756012],"about_ca_topic_score_codex":0.0800592,"about_ca_topic_score_gemma":0.28847462,"teacher_disagreement_score":0.3742367,"about_ca_system_score_codex":0.00014002783,"about_ca_system_score_gemma":0.00017286428,"threshold_uncertainty_score":0.99924886},"labels":[],"label_agreement":null},{"id":"W4389566429","doi":"10.1177/01956574201536041","title":"BOOK REVIEWS","year":2015,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Regulation and Compliance Studies","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":"University of Calgary","funders":"","keywords":"Economics","score_opus":0.06464930272456672,"score_gpt":0.2553827284477274,"score_spread":0.1907334257231607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389566429","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024359934,0.1387573,0.008441478,0.051686577,0.003393235,0.00011652468,1.3065677e-7,0.000115105824,0.79505366],"genre_scores_gemma":[0.47708276,0.008333039,0.00043791675,0.24895474,0.043191437,0.000041856503,0.0000056485273,0.00007486405,0.22187772],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955505,0.000012571359,0.00014357045,0.000046611705,0.00013700439,0.00010519882],"domain_scores_gemma":[0.9996525,0.0000047042263,0.00014229633,0.00010021771,0.00009070846,0.000009573068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038827182,0.00006102774,0.000090617985,0.00003589575,0.00022284145,0.0001681068,0.00017239907,0.000009989178,0.00031203264],"category_scores_gemma":[0.0000412955,0.00003245634,0.00005324388,0.00010960605,0.000029160283,0.00038719736,0.00006020274,0.000064535016,0.0003427792],"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":[0.000006483582,0.0000054214156,0.00017521188,0.0000018570352,0.00000778635,0.0000018730341,0.000023899162,0.000106093394,0.00000673898,0.023785042,0.96183866,0.014040945],"study_design_scores_gemma":[0.0001427636,0.0000020757136,0.0005837982,0.000015499198,0.000010236793,0.000015982305,0.00008294092,0.00033454303,0.0000030203196,0.010278403,0.9884817,0.000049016748],"about_ca_topic_score_codex":0.000014292574,"about_ca_topic_score_gemma":0.0000063744337,"teacher_disagreement_score":0.5731759,"about_ca_system_score_codex":0.000011586319,"about_ca_system_score_gemma":0.000008606025,"threshold_uncertainty_score":0.44058478},"labels":[],"label_agreement":null},{"id":"W4389765331","doi":"10.3917/risa.894.0567","title":"La rémunération liée à la performance, la perception de l’équité et les efforts dans les tâches de gestion publique : un modèle d’encouragement parallèle","year":2023,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","topic":"Regulation and Compliance Studies","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":"Université Sainte-Anne; Ministère de l’Emploi et de la Solidarité Sociale (Québec); École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.10739850349720567,"score_gpt":0.31761741053725495,"score_spread":0.21021890704004928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389765331","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":[0.8669406,0.0005453732,0.008664515,0.011508724,0.00024111535,0.00024337665,0.0000129205855,0.00014833358,0.11169502],"genre_scores_gemma":[0.97374195,0.0031721683,0.0025706915,0.00011963347,0.00040408046,0.00013041783,0.000068405556,0.000019984716,0.0197727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980854,0.00026752157,0.0004056219,0.00043406786,0.00042605904,0.00038132744],"domain_scores_gemma":[0.9988086,0.00043683048,0.0003230468,0.000127827,0.0002673241,0.00003635802],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022455445,0.00026353428,0.000197277,0.00034271152,0.0009835024,0.0011984657,0.00040273558,0.00017157423,0.00020276551],"category_scores_gemma":[0.00033822033,0.00026557478,0.00012128575,0.00075678335,0.0013865839,0.0024515362,0.00017297777,0.00026152554,0.00006464405],"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":[0.000045537086,0.00033129335,0.41972393,0.00084969605,0.000104606464,0.00004204414,0.008481414,0.036637887,0.0014593251,0.40776056,0.0015470427,0.12301666],"study_design_scores_gemma":[0.00022313112,0.000083778716,0.7660771,0.0009131822,0.00003949519,0.000059589274,0.007022256,0.16544154,0.00016045288,0.010424777,0.049267758,0.00028691397],"about_ca_topic_score_codex":0.00033518375,"about_ca_topic_score_gemma":0.00085262326,"teacher_disagreement_score":0.3973358,"about_ca_system_score_codex":0.00022207368,"about_ca_system_score_gemma":0.00021654482,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W4390684558","doi":"10.1016/j.giq.2023.101901","title":"Exploring the potential and limits of digital tools for inclusive regulatory engagement with citizens","year":2024,"lang":"en","type":"article","venue":"Government Information Quarterly","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":20,"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":"Horizon 2020; Economic and Social Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; Agencia Estatal de Investigación; Réseau de cancérologie Rossy","keywords":"Panacea (medicine); Toolbox; Public engagement; Inclusion (mineral); Key (lock); Competition (biology); Stakeholder engagement; Public relations; Business; User engagement; Political science; Computer science; Sociology; Computer security; World Wide Web; Social science","score_opus":0.039349372920451264,"score_gpt":0.22034917673914248,"score_spread":0.1809998038186912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390684558","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":[0.9555681,0.00006877416,0.022112526,0.0028707667,0.000489542,0.00086477643,0.000054355838,0.00011694445,0.017854242],"genre_scores_gemma":[0.9992286,0.0000069644143,0.00007153418,0.00025574878,0.00019402981,0.00011747762,0.000023861423,0.0000065600216,0.000095204734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991727,0.000002607417,0.00024036797,0.0000811743,0.00039272266,0.000110429755],"domain_scores_gemma":[0.9996244,0.000055013577,0.00013272926,0.00010431429,0.000077515004,0.000006058926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015438175,0.000099972436,0.0000917279,0.000044217828,0.00019901569,0.00083992473,0.00007592997,0.0000115381345,0.000010255698],"category_scores_gemma":[0.000017257711,0.00006632841,0.000041393047,0.00011117752,0.00004576062,0.0064489124,0.000038916824,0.00004281336,0.000019170968],"study_design_candidate":"design_other","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":[0.00018300134,0.000026524081,0.00041576452,0.00084327866,0.00019601623,0.0000012097523,0.0053310706,0.00035673508,0.0001278123,0.19986317,0.004465619,0.7881898],"study_design_scores_gemma":[0.0029356068,0.0006200502,0.17101935,0.000728941,0.0003375455,0.00001138464,0.11988639,0.043749902,0.0003162335,0.0107815545,0.64869887,0.0009141854],"about_ca_topic_score_codex":0.0000029105406,"about_ca_topic_score_gemma":0.0000019990077,"teacher_disagreement_score":0.7872756,"about_ca_system_score_codex":0.00003926772,"about_ca_system_score_gemma":0.000009250849,"threshold_uncertainty_score":0.80994135},"labels":[],"label_agreement":null},{"id":"W4390831477","doi":"10.1080/09540962.2023.2297741","title":"From demand-side to supply-side regulation of government consultants: Recent trends in three OECD countries","year":2024,"lang":"en","type":"article","venue":"Public Money & Management","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Chiropractic Association; Simon Fraser University","funders":"","keywords":"Transparency (behavior); Government (linguistics); Demand side; Legislature; Supply side; Certification; Business; Purchasing; Quality (philosophy); Public interest; Control (management); Economics; Marketing; Political science; Management; Law; Commerce","score_opus":0.0243423117981034,"score_gpt":0.24592273030913714,"score_spread":0.22158041851103374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390831477","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":[0.43417123,0.0049197045,0.012394013,0.1280335,0.0039036076,0.003460687,0.0002284885,0.00093372643,0.41195503],"genre_scores_gemma":[0.9946719,0.00022764721,0.0005853458,0.0011627324,0.00038143212,0.00027074316,0.00011033125,0.00003221134,0.0025576544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758476,0.000015805017,0.0006226999,0.0005431645,0.0008493274,0.00038424061],"domain_scores_gemma":[0.9992172,0.00005132087,0.0001687776,0.00040974235,0.00012343113,0.000029488134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047767675,0.00026634036,0.00033589886,0.0005435186,0.0001101894,0.0005259414,0.00030062758,0.000049506205,0.001393178],"category_scores_gemma":[0.000043795986,0.00024852646,0.000075076256,0.0012824426,0.000059775546,0.0008760705,0.00044921914,0.0000850797,0.00036527865],"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":[0.00016079018,0.00021239759,0.038599446,0.00046784425,0.00048312361,0.000036505706,0.00036724517,0.0010603198,0.00017605136,0.26907325,0.11108122,0.5782818],"study_design_scores_gemma":[0.00050953054,0.000007940299,0.46253583,0.00017396963,0.0000703854,2.2074329e-7,0.00045515108,0.00553114,0.000048659844,0.011468616,0.5189611,0.00023745606],"about_ca_topic_score_codex":0.0005913686,"about_ca_topic_score_gemma":0.0016199858,"teacher_disagreement_score":0.57804435,"about_ca_system_score_codex":0.0002685278,"about_ca_system_score_gemma":0.000011974769,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4391097220","doi":"10.2139/ssrn.4702579","title":"Sustainable Finance and ESG: From Policy Concerns to Transformative Tools","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transformative learning; Scholarship; Corporate governance; Political science; Sustainable development; Management; Business; Public administration; Public relations; Finance; Sociology; Economics; Law","score_opus":0.014054651298778769,"score_gpt":0.2592897432447752,"score_spread":0.24523509194599644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391097220","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":[0.8000216,0.019150283,0.05047671,0.05491513,0.0005586877,0.00066222326,0.000007486493,0.0002666526,0.07394123],"genre_scores_gemma":[0.9896015,0.0013270769,0.000020623103,0.00088267,0.0015363601,0.00001043073,0.0000025966099,0.000014035468,0.0066047236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998539,0.00000602891,0.00016378965,0.00014986988,0.00012906049,0.0010122769],"domain_scores_gemma":[0.9997655,0.00002493255,0.000044075885,0.00006286301,0.00009171325,0.000010904615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026644813,0.000120697034,0.00013553251,0.00017677389,0.00029070213,0.0006581411,0.00012142525,0.000025646084,0.000026346683],"category_scores_gemma":[0.000035138324,0.000100740275,0.00005229314,0.00041328243,0.000031903834,0.0013423231,0.000049225146,0.00040280723,0.0000889498],"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":[0.000024164514,0.000006168242,0.00030082048,0.000025965348,0.00006505788,0.000008747743,0.00042337313,0.000058236237,0.000017393035,0.920643,0.0013424268,0.07708467],"study_design_scores_gemma":[0.00034163293,0.000034973218,0.004622362,0.00008119222,0.00003203222,0.000023320541,0.009560598,0.0009780773,0.000013061303,0.62795675,0.356151,0.00020497778],"about_ca_topic_score_codex":0.00058642804,"about_ca_topic_score_gemma":0.0003259102,"teacher_disagreement_score":0.3548086,"about_ca_system_score_codex":0.00027796588,"about_ca_system_score_gemma":0.0003709353,"threshold_uncertainty_score":0.63464695},"labels":[],"label_agreement":null},{"id":"W4391240428","doi":"10.7202/1108678ar","title":"Typologie des contentieux climatiques contre les entreprises","year":2024,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Geology; Geography","score_opus":0.04278875258784022,"score_gpt":0.2810156865332998,"score_spread":0.23822693394545957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391240428","genre_codex":"review","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":[0.025225464,0.7287441,0.0018743909,0.046747267,0.0043530627,0.00046930552,0.000009884604,0.0008957351,0.1916808],"genre_scores_gemma":[0.87966716,0.012752681,0.0002916271,0.0009283335,0.0028894905,0.0000441352,0.000025675852,0.000049504157,0.10335137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821466,0.0000355002,0.00036017044,0.00045393998,0.00018973422,0.00074598234],"domain_scores_gemma":[0.9992498,0.00013616751,0.000106963875,0.0002483164,0.0002400005,0.000018755669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022486704,0.00030419583,0.0003319535,0.00013573689,0.0004326708,0.00090443646,0.000252873,0.0001348793,0.0024753986],"category_scores_gemma":[0.00015544068,0.00027844717,0.00022211196,0.00042570414,0.00046132208,0.0009833672,0.00018457414,0.0003036469,0.0016949485],"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":[0.000037381345,0.00007695463,0.009699458,0.00096035487,0.00034227408,0.000022577526,0.00009654815,0.000013584125,0.00025208044,0.59434026,0.20780481,0.18635373],"study_design_scores_gemma":[0.00023987149,0.00003743445,0.006772576,0.00053869234,0.00020743161,0.0000050799003,0.0004021256,0.0017866805,0.000108744185,0.099394985,0.89020145,0.0003049403],"about_ca_topic_score_codex":0.0005628002,"about_ca_topic_score_gemma":0.0006507911,"teacher_disagreement_score":0.8544417,"about_ca_system_score_codex":0.00016439923,"about_ca_system_score_gemma":0.00008200044,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W4391240446","doi":"10.7202/1108679ar","title":"Climat : un regard comparé sur le droit applicable à l’entreprise et à l’État","year":2024,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"Regulation and Compliance 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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Political science; Philosophy","score_opus":0.018781899936540565,"score_gpt":0.23816874759255435,"score_spread":0.2193868476560138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391240446","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":[0.021214627,0.26529872,0.0053712735,0.21176663,0.004372085,0.0012168016,0.00001834046,0.0013378283,0.48940367],"genre_scores_gemma":[0.90468776,0.004633068,0.00023030456,0.0025986491,0.0021844762,0.00009646497,0.00008519494,0.00009800941,0.085386075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737364,0.000036117002,0.00047536835,0.0007476318,0.0003482195,0.0010190189],"domain_scores_gemma":[0.9990341,0.00010546767,0.00014876391,0.0005094281,0.00016618475,0.000036053134],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004102373,0.00038976173,0.00046720868,0.00015664469,0.00040372147,0.0010942409,0.00038456684,0.00013080188,0.0013587208],"category_scores_gemma":[0.000033871147,0.0004186608,0.00027721922,0.0008868553,0.00016573962,0.0011588068,0.0003244095,0.00051016134,0.0040816963],"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":[0.00004414234,0.00020035497,0.0016814756,0.000673992,0.00023841439,0.00002212513,0.00006445507,0.00036000315,0.0002056551,0.66059566,0.3059295,0.029984215],"study_design_scores_gemma":[0.0005625063,0.000022978302,0.0030278414,0.00030999404,0.00014086546,0.00000889792,0.00008631449,0.016442452,0.00011749206,0.0775128,0.9013379,0.0004299485],"about_ca_topic_score_codex":0.00061907305,"about_ca_topic_score_gemma":0.00040396256,"teacher_disagreement_score":0.88347316,"about_ca_system_score_codex":0.00021680666,"about_ca_system_score_gemma":0.00018358677,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null},{"id":"W4391386158","doi":"10.2139/ssrn.4711088","title":"Institutional Responses to Organizational Pressures: A Layered Governance Approach to Regulating Digital Giants","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Victoria","funders":"","keywords":"Competition (biology); Corporate governance; Face (sociological concept); Politics; State (computer science); Business; Public relations; Political economy; Political science; Economic system; Industrial organization; Sociology; Economics; Social science; Law; Computer science; Ecology","score_opus":0.018080869380618213,"score_gpt":0.23952797277968027,"score_spread":0.22144710339906207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391386158","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":[0.6229989,0.01239976,0.11994435,0.032237485,0.0064077135,0.0033128366,0.000283359,0.0011060956,0.20130952],"genre_scores_gemma":[0.984298,0.00010193809,0.0005817322,0.0007742837,0.003761893,0.000050876257,0.00006233927,0.00007093259,0.010298004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99653214,0.000018419083,0.000552299,0.0006556045,0.0008456304,0.001395893],"domain_scores_gemma":[0.99878496,0.00003139343,0.0003424079,0.00029470434,0.0005015921,0.000044920253],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007437409,0.0004125827,0.00038280946,0.00035814507,0.0005558157,0.0016976574,0.00067833764,0.00013949996,0.000043038526],"category_scores_gemma":[0.00060536835,0.0003823271,0.00017532133,0.0007957177,0.00005518239,0.0005509251,0.0016603268,0.0016987469,0.00047215313],"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":[0.0003417896,0.0001441286,0.0035589137,0.0002909013,0.00056748476,0.000008017897,0.00023391005,0.024427904,0.000082880215,0.94902384,0.009909515,0.011410699],"study_design_scores_gemma":[0.0008344645,0.00005485007,0.032200385,0.001224989,0.00017820224,0.00022223442,0.001295398,0.007083132,0.000013221769,0.8616299,0.09382615,0.0014370547],"about_ca_topic_score_codex":0.000048281872,"about_ca_topic_score_gemma":0.00010011539,"teacher_disagreement_score":0.3612991,"about_ca_system_score_codex":0.0008405666,"about_ca_system_score_gemma":0.0018427427,"threshold_uncertainty_score":0.99986285},"labels":[],"label_agreement":null},{"id":"W4391496173","doi":"10.1017/one.2023.13.pr5","title":"Author comment: Governance principles for AMR surveillance: A scoping review and conceptual framework — R1/PR5","year":2023,"lang":"en","type":"review","venue":"","topic":"Regulation and Compliance Studies","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":"University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Political science; Computer science; Sociology; Management science; Engineering ethics; Business; Engineering; Social science","score_opus":0.21062795241357382,"score_gpt":0.39307220398450915,"score_spread":0.18244425157093533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391496173","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.5586052e-7,0.98759085,0.0008095415,0.00346781,0.00048982457,0.0035287284,0.00003435074,0.00026592147,0.0038128176],"genre_scores_gemma":[0.0000011469184,0.9895267,0.0006068447,0.0038282406,0.0009610017,0.00094101456,0.000105990686,0.00007931227,0.003949748],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779624,0.000026273394,0.00092250097,0.00060269365,0.0002592383,0.000393084],"domain_scores_gemma":[0.9979385,0.0004884069,0.0009895128,0.00039161308,0.00017316751,0.000018781562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006430588,0.00049726915,0.002153238,0.00007281807,0.00034980723,0.0002852428,0.00035451262,0.00016760439,0.000299711],"category_scores_gemma":[0.0007291127,0.000385188,0.00034892245,0.000609945,0.00014852549,0.00028191542,0.0004765923,0.00021306903,0.0002365955],"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":[0.000003078077,0.000016139453,0.00006531524,0.4771311,0.00018649778,0.0000014571156,0.000010250059,7.0500175e-7,2.4192335e-9,0.19200724,0.049383204,0.281195],"study_design_scores_gemma":[0.00009860824,0.000004104906,0.000052522657,0.21837457,0.00030945928,7.501488e-7,0.000023420513,0.000021255002,3.4340404e-9,0.00060019724,0.78014785,0.00036723734],"about_ca_topic_score_codex":0.000022413913,"about_ca_topic_score_gemma":0.00006362858,"teacher_disagreement_score":0.7307647,"about_ca_system_score_codex":0.00004479674,"about_ca_system_score_gemma":0.000059684415,"threshold_uncertainty_score":0.99986},"labels":[],"label_agreement":null},{"id":"W4391496279","doi":"10.1017/one.2023.13.pr4","title":"Recommendation: Governance principles for AMR surveillance: A scoping review and conceptual framework — R0/PR4","year":2023,"lang":"en","type":"review","venue":"","topic":"Regulation and Compliance Studies","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":"Université de Montréal; Centre for Global Health Research; University of Waterloo; University of Guelph; York University; University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Computer science; Knowledge management; Process management; Business; Sociology; Finance; Social science","score_opus":0.21450409045584984,"score_gpt":0.3913257019292975,"score_spread":0.17682161147344766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391496279","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.0114981e-7,0.98225737,0.00096600805,0.0016168248,0.0005083837,0.002795328,0.000026570686,0.00023392121,0.011595522],"genre_scores_gemma":[7.0223587e-7,0.9930932,0.0006460346,0.0019901993,0.0012424646,0.00082633714,0.00020779551,0.000063968924,0.0019292767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980943,0.00002283356,0.0008403459,0.0005763652,0.00016619831,0.00029992603],"domain_scores_gemma":[0.9980945,0.00046842181,0.00094422523,0.00029371766,0.00018569877,0.000013459376],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005738094,0.00040912846,0.0017274013,0.00006630413,0.00029435026,0.00025643874,0.00025035534,0.00013987075,0.0011234509],"category_scores_gemma":[0.0007486702,0.00032463367,0.00027132407,0.0005987511,0.00010140252,0.00034996093,0.00034373836,0.00017192896,0.00026827215],"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":[0.0000021933618,0.000009226468,0.000043491284,0.31648183,0.00012226072,5.703103e-7,0.0000051442694,3.770867e-7,1.1890349e-9,0.083597824,0.018239077,0.581498],"study_design_scores_gemma":[0.00009116301,0.0000035780226,0.000047504942,0.14943284,0.00023595475,9.590889e-7,0.000019808414,0.000020599235,2.8026155e-9,0.00045141828,0.8493549,0.00034123898],"about_ca_topic_score_codex":0.000012638433,"about_ca_topic_score_gemma":0.000074606636,"teacher_disagreement_score":0.83111584,"about_ca_system_score_codex":0.000039056504,"about_ca_system_score_gemma":0.00006091478,"threshold_uncertainty_score":0.99992055},"labels":[],"label_agreement":null},{"id":"W4391497221","doi":"10.1017/one.2023.13.pr1","title":"Author comment: Governance principles for AMR surveillance: A scoping review and conceptual framework — R0/PR1","year":2023,"lang":"en","type":"review","venue":"","topic":"Regulation and Compliance Studies","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":"University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Computer science; Management science; Political science; Process management; Business; Sociology; Engineering; Social science","score_opus":0.21062795241357382,"score_gpt":0.39307220398450915,"score_spread":0.18244425157093533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391497221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4424052e-7,0.9873087,0.00083802955,0.0036049117,0.0004853213,0.0035442852,0.000034367717,0.000266234,0.0039180308],"genre_scores_gemma":[0.0000011812893,0.989549,0.0006182108,0.0040773335,0.0009577902,0.0009448305,0.00010714035,0.000079364414,0.0036651527],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778634,0.000027767468,0.00091929804,0.0006122482,0.00026014136,0.00039419087],"domain_scores_gemma":[0.9979098,0.0005054001,0.0009920048,0.00040096813,0.00017284421,0.000018975796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006570395,0.0004979836,0.0021533207,0.00007310648,0.00035055203,0.0002944113,0.00035524223,0.0001679314,0.000313114],"category_scores_gemma":[0.00075225864,0.000385572,0.0003485733,0.00061056967,0.00015093402,0.00028109128,0.00049164717,0.00021374933,0.0002449307],"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":[0.000003155233,0.000016231646,0.00006196847,0.47240335,0.00018835037,0.0000015514393,0.0000105419,6.855056e-7,2.2090711e-9,0.19981585,0.04835957,0.27913874],"study_design_scores_gemma":[0.00009972615,0.000004151139,0.00004970027,0.21684657,0.00030977532,7.821002e-7,0.000024171366,0.000021663218,3.3463954e-9,0.0006113765,0.78166384,0.0003682276],"about_ca_topic_score_codex":0.000021856804,"about_ca_topic_score_gemma":0.00006321939,"teacher_disagreement_score":0.73330426,"about_ca_system_score_codex":0.000043628166,"about_ca_system_score_gemma":0.000059305676,"threshold_uncertainty_score":0.99985963},"labels":[],"label_agreement":null},{"id":"W4395031028","doi":"10.29173/alr2728","title":"Leading the Way? Liability Management for the Alberta Oil and Gas Industry","year":2022,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liability; Energy law; Petroleum industry; Business; Fossil fuel; Law and economics; Law; Economics; Finance; Political science; Environmental science; Engineering; Environmental law; Waste management","score_opus":0.035456783473704845,"score_gpt":0.2684555969960773,"score_spread":0.23299881352237245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395031028","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025452857,0.04850731,0.000022744754,0.21913554,0.0006589389,0.0012989575,0.0000022088057,0.00003997215,0.72778904],"genre_scores_gemma":[0.6016863,0.035183802,0.000096403215,0.18630366,0.0015590066,0.0058762655,0.000058590223,0.000110571964,0.16912541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990566,0.00002857308,0.000256398,0.0002621852,0.00018444135,0.00021184512],"domain_scores_gemma":[0.9989266,0.00043314206,0.000154397,0.00043509057,0.000043164004,0.000007619817],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00064222846,0.0001503544,0.00022649899,0.000015319036,0.0013643182,0.00013806851,0.0003684643,0.000020626063,0.0005348053],"category_scores_gemma":[0.00009431379,0.00008579046,0.000112161484,0.00029145405,0.00010935328,0.00020867623,0.0005635573,0.00018353036,0.000058197056],"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":[0.000008646906,0.00002799813,0.0010155902,0.002336327,0.00009880945,3.9120025e-7,0.00004124369,0.000026218864,4.3289776e-7,0.7891215,0.04339741,0.16392544],"study_design_scores_gemma":[0.00014905028,0.000003883863,0.0011502451,0.0002559737,0.00020475556,0.0000017223903,0.00015053576,0.00039942036,2.1924376e-7,0.0023586284,0.9952052,0.00012036574],"about_ca_topic_score_codex":0.00232313,"about_ca_topic_score_gemma":0.0021948826,"teacher_disagreement_score":0.9518078,"about_ca_system_score_codex":0.000020815032,"about_ca_system_score_gemma":0.0000037949294,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W4395031445","doi":"10.29173/alr2768","title":"Climate-Related Disclosure for Canadian Energy Companies - Getting Ready for the Mandatory Regime: Voluntary Guidelines, Rule Proposals, Governance Implications, and Best Practices to Avoid Greenwashing Allegations","year":2023,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenwashing; Corporate governance; Business; Accounting; Energy law; Voluntary disclosure; Energy (signal processing); Turnover; Political science; Corporate social responsibility; Economics; Law; Finance; Environmental law; Management","score_opus":0.09028641305418549,"score_gpt":0.33720536167711695,"score_spread":0.24691894862293146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395031445","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033753493,0.14096035,0.00030245417,0.823054,0.00075385114,0.006423324,0.00030911533,0.00026070597,0.024560815],"genre_scores_gemma":[0.41472125,0.25734878,0.008966332,0.24023773,0.0063514807,0.017940344,0.0076694028,0.0006445946,0.0461201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865234,0.000017298493,0.0005074039,0.0003474533,0.00013032014,0.00034518525],"domain_scores_gemma":[0.99817383,0.00048327981,0.0005398884,0.00035982698,0.00040964116,0.00003352811],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056808494,0.00019285311,0.00029341067,0.000045893263,0.0015198025,0.000257293,0.00028649447,0.000040746472,0.000021627708],"category_scores_gemma":[0.0008981867,0.00014275359,0.00008064066,0.00042854156,0.000060051287,0.00075859873,0.00013371733,0.000064974396,0.00006917062],"study_design_candidate":"not_applicable","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":[0.000008411107,0.00001551953,0.0022698643,0.002050053,0.00010378127,4.2594166e-7,0.00003998515,0.000046218713,0.000008565539,0.6420519,0.32864207,0.02476323],"study_design_scores_gemma":[0.00015257736,0.0000075235766,0.0044739437,0.0014596942,0.0002247273,0.0000026579787,0.00014358188,0.0021539333,8.0779864e-7,0.0014294073,0.9897427,0.00020844801],"about_ca_topic_score_codex":0.18100694,"about_ca_topic_score_gemma":0.52453506,"teacher_disagreement_score":0.6611006,"about_ca_system_score_codex":0.000035873505,"about_ca_system_score_gemma":0.000047711714,"threshold_uncertainty_score":0.99978006},"labels":[],"label_agreement":null},{"id":"W4395059588","doi":"10.29173/alr2666","title":"From Slow Food to Slow Meat: Slowing Line Speeds to Improve Worker Health and Animal Welfare in Canadian Abattoirs","year":2021,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Animal welfare; Business; Line (geometry); Economics; Agricultural economics; Demographic economics; Biology; Market economy; Ecology; Mathematics","score_opus":0.022750706359727237,"score_gpt":0.26395326278108733,"score_spread":0.2412025564213601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395059588","genre_codex":"commentary","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":[0.1292803,0.12899086,0.000023134095,0.6715358,0.0009619126,0.0021785786,0.000028673354,0.000068274516,0.06693248],"genre_scores_gemma":[0.9008522,0.0016477387,0.00035242995,0.09533452,0.0005861044,0.00006120793,0.00007550383,0.000036119596,0.0010541693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849486,0.000021362852,0.00040151807,0.00045928048,0.00016005134,0.00046291994],"domain_scores_gemma":[0.99932027,0.000037743044,0.000083361665,0.0003117364,0.00010729087,0.00013957336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018350249,0.00021986615,0.00052564655,0.00009129494,0.00024313931,0.00018594385,0.00014972071,0.000037617392,0.00025901897],"category_scores_gemma":[0.00019655576,0.00020708432,0.000077123535,0.0007606948,0.000017554497,0.00031329558,0.00017513323,0.00010437758,0.00021298917],"study_design_candidate":"not_applicable","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":[0.00010088934,0.00021368454,0.06788604,0.009049874,0.00043592637,0.00010334754,0.0012461595,0.000057275527,0.00016120102,0.35454446,0.12105776,0.44514337],"study_design_scores_gemma":[0.00022611256,0.000022492703,0.02066369,0.0028531945,0.000028858607,0.0000011756098,0.00013488591,0.00006176078,0.000004626743,0.00011016474,0.9756442,0.00024884302],"about_ca_topic_score_codex":0.41752678,"about_ca_topic_score_gemma":0.87021065,"teacher_disagreement_score":0.8545864,"about_ca_system_score_codex":0.00007478367,"about_ca_system_score_gemma":0.00007480625,"threshold_uncertainty_score":0.8444653},"labels":[],"label_agreement":null},{"id":"W4395456294","doi":"10.30709/eucrim-2024-007","title":"Differential Diagnosis in Online Regulation: Reframing Canada’s “Systems-Based” Approach","year":2024,"lang":"en","type":"article","venue":"eucrim – The European Criminal Law Associations Forum","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Directorate-General for Justice and Consumers; Göteborgs Universitet; European Commission; Università di Catania; Directorate-General for Regional and Urban Policy; Université du Luxembourg","keywords":"Cognitive reframing; Differential (mechanical device); Computer science; Political science; Psychology; Engineering; Social psychology","score_opus":0.0337348548912448,"score_gpt":0.2434461241465359,"score_spread":0.2097112692552911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395456294","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":[0.129916,0.0023118686,0.008286574,0.058381256,0.0069471537,0.0016564046,0.00029522146,0.0009936561,0.79121184],"genre_scores_gemma":[0.99442375,0.000005381871,0.00008214251,0.001501391,0.0016439595,0.000038718004,0.00033688048,0.000050283146,0.0019174785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982424,0.00012229662,0.00045258668,0.00034145734,0.00046222119,0.0003790832],"domain_scores_gemma":[0.99923885,0.00014514837,0.00017648362,0.00028488567,0.00013957554,0.000015047764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045241855,0.00022298921,0.00021772801,0.00014368506,0.00071394735,0.0006916802,0.00033159595,0.00003297173,0.000057416295],"category_scores_gemma":[0.00008610214,0.00017496594,0.00010632623,0.0004843717,0.00006687062,0.0004323615,0.00016589844,0.00023785775,0.00007308001],"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":[0.00001865593,0.00026126072,0.017013572,0.00037601116,0.00013345665,0.00004116354,0.00034908924,0.009495151,0.00002610543,0.8271243,0.13915804,0.006003193],"study_design_scores_gemma":[0.0004147959,0.000010007812,0.29569584,0.00023646948,0.00022567705,0.00000240396,0.003171983,0.06061874,0.000006242476,0.0012250942,0.6379307,0.00046208655],"about_ca_topic_score_codex":0.08890872,"about_ca_topic_score_gemma":0.2069042,"teacher_disagreement_score":0.86450773,"about_ca_system_score_codex":0.00027323858,"about_ca_system_score_gemma":0.00008375946,"threshold_uncertainty_score":0.9171583},"labels":[],"label_agreement":null},{"id":"W4396685741","doi":"10.29173/mlj1215","title":"To What Types of Offences Should the Criminal Code Rules on Organizational Criminal Liability Apply?: A Commenton 9147-0732 Québec Inc c Directeur Des Poursuites Criminelles et Pénales","year":2020,"lang":"fr","type":"article","venue":"Manitoba Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Criminal code; Criminal liability; Liability; Code (set theory); Criminal law; Criminology; Political science; Business; Law; Computer science; Sociology; Programming language; Set (abstract data type)","score_opus":0.09300041126752857,"score_gpt":0.2838868950530749,"score_spread":0.19088648378554635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396685741","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":[0.7937119,0.016099166,0.0009616928,0.18114881,0.0013917198,0.0005428255,0.000056060024,0.00008572434,0.006002079],"genre_scores_gemma":[0.97969264,0.0011787883,0.00075968466,0.015794652,0.002301868,0.000016882816,0.000027108672,0.000053555414,0.00017479865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722177,0.00021267537,0.0007889656,0.00042631172,0.000867509,0.00048274075],"domain_scores_gemma":[0.9975995,0.0004323581,0.00056245265,0.00024750538,0.0010574943,0.00010073515],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076402235,0.0004663892,0.00053843163,0.00013212294,0.0014973149,0.0017097617,0.0007671566,0.000097639706,0.0011308528],"category_scores_gemma":[0.00060771295,0.0003495739,0.00020607779,0.00047969547,0.00084358704,0.0015577753,0.00043209075,0.0004848432,0.00031409148],"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":[0.0025447146,0.0027748258,0.20859651,0.0059664566,0.0014557631,0.00011787858,0.0322305,0.009744058,0.0015115417,0.33731967,0.12027249,0.27746558],"study_design_scores_gemma":[0.0018167347,0.0007393094,0.33147287,0.0034472505,0.001990426,0.000114815775,0.23191081,0.0044333395,0.0015456663,0.025484297,0.39547998,0.0015645111],"about_ca_topic_score_codex":0.020956844,"about_ca_topic_score_gemma":0.11100439,"teacher_disagreement_score":0.31183538,"about_ca_system_score_codex":0.00013597097,"about_ca_system_score_gemma":0.00013453234,"threshold_uncertainty_score":0.99989563},"labels":[],"label_agreement":null},{"id":"W4396686598","doi":"10.29173/mlj1154","title":"Chief Justice Robson’s Prescient Interpretation of Corporate Criminal Liability","year":2020,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Regulation and Compliance Studies","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":"University of Manitoba","funders":"","keywords":"Interpretation (philosophy); Criminal liability; Economic Justice; Liability; Criminology; Criminal justice; Political science; Law; Sociology; Law and economics; Criminal law; Philosophy; Linguistics","score_opus":0.06596518993857611,"score_gpt":0.2445150548490647,"score_spread":0.17854986491048858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396686598","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":[0.9281286,0.00013230459,0.0141267385,0.004607469,0.0013703691,0.000239787,0.0000024287476,0.00007653383,0.051315743],"genre_scores_gemma":[0.9964077,0.0000050256576,0.00036069832,0.0020168163,0.0011825564,0.0000026193613,0.0000025040404,0.0000085588235,0.000013510821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990697,0.000017190105,0.0003361642,0.00014942212,0.00028195756,0.00014558232],"domain_scores_gemma":[0.99903196,0.000017916804,0.00049990235,0.00009184687,0.00033615372,0.00002219073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024136451,0.000108161345,0.00016858068,0.000046037156,0.00033207735,0.0002470105,0.00019933353,0.000022251412,0.00013457707],"category_scores_gemma":[0.00010654175,0.00009205824,0.00008370409,0.00019493076,0.00010531112,0.00069048756,0.00011328631,0.00014366575,0.000078913785],"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":[0.0026178975,0.0009797988,0.09509874,0.005395234,0.00044417533,0.00011692228,0.0046491744,0.03185506,0.0054624,0.6086037,0.04747663,0.19730021],"study_design_scores_gemma":[0.00321399,0.00031510938,0.47276887,0.0005128264,0.001414443,0.000058208687,0.051009122,0.32175434,0.0008298304,0.05204865,0.09493065,0.0011439712],"about_ca_topic_score_codex":0.00027263994,"about_ca_topic_score_gemma":0.0008784453,"teacher_disagreement_score":0.5565551,"about_ca_system_score_codex":0.000024592957,"about_ca_system_score_gemma":0.0000107316655,"threshold_uncertainty_score":0.3754026},"labels":[],"label_agreement":null},{"id":"W4396851602","doi":"10.2139/ssrn.4825754","title":"Accountable Secrecy: Public Scrutiny, Market Power, and Safer Chemistry in US Hydraulic Fracturing","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Expropriation; Transparency (behavior); Dilemma; Business; Natural resource economics; Law and economics; Computer security; Economics; Political science; Law; Computer science","score_opus":0.008621322656745409,"score_gpt":0.21915183297145382,"score_spread":0.21053051031470843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396851602","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":[0.8498729,0.01868835,0.0006480496,0.0069346474,0.00041938954,0.00013789334,6.892327e-7,0.00013803177,0.123160064],"genre_scores_gemma":[0.9933343,0.0015548988,0.000008922457,0.000535177,0.0007447901,0.0000069472608,0.0000030404062,0.000028047678,0.0037838677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979165,0.000009251746,0.0002625803,0.0002608243,0.00023237405,0.0013184745],"domain_scores_gemma":[0.99969304,0.000026021507,0.000089012756,0.00011362212,0.00006085151,0.000017445074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015402,0.00018556317,0.00018508169,0.00020393326,0.00024348711,0.00093491183,0.00018551292,0.00006459647,0.0005916962],"category_scores_gemma":[0.00004975918,0.0001640295,0.000069081725,0.000433707,0.00004133149,0.0013579323,0.00012716153,0.0010167208,0.00006253567],"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":[0.0003766982,0.00035862988,0.3485576,0.0012465039,0.0013056286,0.00018616082,0.0004370981,0.00025709617,0.002821865,0.3731893,0.026174244,0.24508919],"study_design_scores_gemma":[0.0012199302,0.000020495587,0.10621082,0.0003437004,0.00006309891,0.00035926257,0.0025709944,0.0067612748,0.000047690854,0.3254798,0.55621195,0.00071096956],"about_ca_topic_score_codex":0.000110538276,"about_ca_topic_score_gemma":0.0003918922,"teacher_disagreement_score":0.5300377,"about_ca_system_score_codex":0.00031860382,"about_ca_system_score_gemma":0.00028581973,"threshold_uncertainty_score":0.9015376},"labels":[],"label_agreement":null},{"id":"W4399060916","doi":"10.29173/mlj967","title":"The Charter Compliance Act","year":2006,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Compliance (psychology); Charter; Business; Political science; Law; Psychology; Social psychology","score_opus":0.03199284846220805,"score_gpt":0.22984315287366433,"score_spread":0.1978503044114563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399060916","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":[0.19421396,0.0008897248,0.00075681496,0.016878728,0.0030652932,0.00023046533,7.873367e-7,0.00016129763,0.7838029],"genre_scores_gemma":[0.9927862,0.000011949133,0.000038411832,0.0017340389,0.004940965,0.0000046094747,0.000001446075,0.000011614735,0.00047076074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992388,0.000006698522,0.00020404831,0.000093330345,0.00021975157,0.00023736522],"domain_scores_gemma":[0.9995336,0.000019863583,0.0001675314,0.00012814479,0.00014447044,0.0000064145074],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00018674733,0.000104138424,0.000094404175,0.000028064733,0.0018767199,0.0010238566,0.00024029742,0.000017743798,0.000093493065],"category_scores_gemma":[0.0000065607915,0.00006600231,0.00007583226,0.000109287066,0.0000976233,0.0005064697,0.00006367039,0.00013672042,0.0006714153],"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":[0.000049106166,0.00007069157,0.037350826,0.000030718424,0.000053713764,0.000033787863,0.000012281198,0.0001246179,0.00016569227,0.7037766,0.18141937,0.07691259],"study_design_scores_gemma":[0.00025654346,0.0000030456663,0.16313843,0.000024564204,0.0000110607825,0.000023673667,0.0005496129,0.0005864218,0.000008541087,0.037775405,0.7975117,0.00011103458],"about_ca_topic_score_codex":0.0010857227,"about_ca_topic_score_gemma":0.016452149,"teacher_disagreement_score":0.79857224,"about_ca_system_score_codex":0.000022069804,"about_ca_system_score_gemma":0.0000033366387,"threshold_uncertainty_score":0.9994227},"labels":[],"label_agreement":null},{"id":"W4399452218","doi":"10.2139/ssrn.4852358","title":"Regulation FD and Voluntary Disclosure","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Voluntary disclosure; Turnover; Accounting; Economics; Management","score_opus":0.0078935926338892,"score_gpt":0.21477683971070013,"score_spread":0.20688324707681094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399452218","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":[0.8911199,0.034462277,0.014624664,0.025240552,0.0014037398,0.00025916012,0.0000010673109,0.00036927048,0.032519393],"genre_scores_gemma":[0.9927738,0.0007681559,0.000022245375,0.00022723064,0.0017949028,0.0000025790537,0.000004222478,0.0000150351425,0.004391869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989537,0.0000052722335,0.00013995825,0.00013945479,0.00015022008,0.0006113862],"domain_scores_gemma":[0.99982625,0.000010555578,0.00004952617,0.000059430706,0.000047683512,0.000006571826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043679657,0.00009708362,0.000088580244,0.00013281312,0.00024467148,0.00035659844,0.00007139957,0.000026561,0.00006784476],"category_scores_gemma":[0.0000093862345,0.00007688367,0.000051487412,0.00021544642,0.00003300131,0.0008315959,0.000042690837,0.0004189689,0.00009620334],"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":[0.00001671218,0.000009458997,0.012698125,0.000045210156,0.0000967661,0.0000030954254,0.000039499337,0.000029438164,0.00012294718,0.88286823,0.0035234552,0.100547045],"study_design_scores_gemma":[0.00020818261,0.00001575474,0.081116624,0.00006771571,0.000057214707,0.00008828542,0.00071558915,0.0047225505,0.000002343239,0.7816513,0.13119602,0.00015838802],"about_ca_topic_score_codex":0.000037089638,"about_ca_topic_score_gemma":0.00029012683,"teacher_disagreement_score":0.12767257,"about_ca_system_score_codex":0.00010435836,"about_ca_system_score_gemma":0.00009407883,"threshold_uncertainty_score":0.3438687},"labels":[],"label_agreement":null},{"id":"W4399856928","doi":"10.33002/jelp040106","title":"Enhancing U.S. Corporate Compliance with Environmental Regulations through the Implementation of a Corporate Carbon Tax","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Law & Policy","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Flexibility (engineering); Business; Stakeholder; Compliance (psychology); Kyoto Protocol; Carbon tax; Sustainability; Clean technology; Environmental policy; Environmental compliance; Greenhouse gas; Emissions trading; Environmental economics; Accounting; Economics; Environmental protection; Market economy; Political science","score_opus":0.03346644269434157,"score_gpt":0.2635936547941849,"score_spread":0.23012721209984333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399856928","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":[0.9909148,0.00080848736,0.00034251704,0.0025294025,0.00022822505,0.00029644585,0.000039406757,0.00002095841,0.0048197154],"genre_scores_gemma":[0.9978686,0.000100781755,0.00028734957,0.00062809355,0.00077471026,0.000008823636,0.000016931637,0.000029984496,0.00028470057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985719,0.000021870834,0.00057982514,0.00017409975,0.00043913187,0.00021318304],"domain_scores_gemma":[0.9985098,0.00003150729,0.0012414538,0.00018358667,0.000017002898,0.000016601763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001841674,0.00020254344,0.0002561837,0.00010763248,0.00022872814,0.00012687968,0.00019581763,0.000031624426,0.00018881416],"category_scores_gemma":[0.0000031584887,0.0001376038,0.00012131865,0.0002689331,0.00039629472,0.00087410136,0.00009981853,0.00015413003,0.000031449497],"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":[0.00061985035,0.00079712854,0.103998005,0.0007791422,0.0017050105,0.00018147625,0.0058484697,0.0066999462,0.24624518,0.6098035,0.0028061622,0.020516155],"study_design_scores_gemma":[0.0035233484,0.0005054384,0.7904085,0.0010794272,0.0008535989,0.00032558845,0.018588258,0.0030176116,0.0154174045,0.057155557,0.10794387,0.0011814324],"about_ca_topic_score_codex":0.00045636337,"about_ca_topic_score_gemma":0.00018843007,"teacher_disagreement_score":0.6864105,"about_ca_system_score_codex":0.000148189,"about_ca_system_score_gemma":0.00003390925,"threshold_uncertainty_score":0.561132},"labels":[],"label_agreement":null},{"id":"W4400992724","doi":"10.69554/uwbw6018","title":"Analysing the role of technology in compliance and regulatory structures","year":2018,"lang":"en","type":"article","venue":"Journal of financial compliance.","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Compliance (psychology); Business; Psychology; Social psychology","score_opus":0.025717053512293503,"score_gpt":0.2604755209678822,"score_spread":0.23475846745558868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400992724","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":[0.9909554,0.003324711,0.00023705591,0.0014092253,0.00031662133,0.00009487991,8.9356837e-7,0.000011547165,0.003649653],"genre_scores_gemma":[0.99845,0.00003415694,0.00042293343,0.00029236072,0.00076809316,0.0000012997536,2.4863445e-7,0.000007285329,0.000023638526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990126,0.0000092240525,0.0004778228,0.00012198246,0.00020684519,0.0001715261],"domain_scores_gemma":[0.9985046,0.000022975977,0.0006886396,0.00017035726,0.0006059627,0.0000074792897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027122552,0.00011814617,0.00034090257,0.00033425645,0.00019049483,0.00004779951,0.00029979894,0.00005341268,0.00002426203],"category_scores_gemma":[0.00016087944,0.00008492544,0.00005602867,0.001011726,0.00046926053,0.00032972006,0.00011420238,0.00017723664,0.0000054631305],"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":[0.0003504326,0.000078750156,0.4976924,0.0002087555,0.00007045921,0.000014569411,0.00035540242,0.00019892566,0.010128367,0.29411775,0.0026836987,0.1941005],"study_design_scores_gemma":[0.00038934848,0.000033202243,0.8307335,0.00030669174,0.000023621662,0.000015596934,0.0004075853,0.00090592384,0.00048545003,0.13783221,0.02875918,0.00010771407],"about_ca_topic_score_codex":0.00002497277,"about_ca_topic_score_gemma":0.00008264064,"teacher_disagreement_score":0.33304107,"about_ca_system_score_codex":0.000021222286,"about_ca_system_score_gemma":0.000037830196,"threshold_uncertainty_score":0.34631592},"labels":[],"label_agreement":null},{"id":"W4401452343","doi":"10.1108/jfc-02-2024-0071","title":"Corporate criminal liability and the identification principle: a critical and comparative analysis across Mauritius, US, UK and Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Financial Crime","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Identification (biology); Doctrine; Liability; Corporate liability; Business; Corporate crime; Criminal liability; Corporate law; Criminal law; Corporate governance; Criminal investigation; Law; Law and economics; Accounting; Political science; Economics","score_opus":0.04776802735164594,"score_gpt":0.31155884240695636,"score_spread":0.26379081505531043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401452343","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":[0.99393183,0.0021692764,0.00049373345,0.0025641802,0.0002681565,0.00009066032,0.000009173333,0.000006620489,0.00046635477],"genre_scores_gemma":[0.99903446,0.000061753555,0.00005996216,0.0003556733,0.0003750445,0.0000032864084,0.0000017142497,0.0000028418199,0.00010528697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906963,0.000024686897,0.00040367298,0.00015461199,0.00021743916,0.00012993583],"domain_scores_gemma":[0.9991857,0.00014126519,0.00023229138,0.00007720456,0.0003445309,0.000019002857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070379436,0.00010505558,0.00030413477,0.0000787788,0.00031904274,0.0005289551,0.00007238208,0.000025951416,0.000014665883],"category_scores_gemma":[0.00030014743,0.0000712226,0.000056907716,0.00028755225,0.00038037973,0.00042069837,0.00008349097,0.00014403784,0.0000010395847],"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":[0.00097148353,0.00008986244,0.2598248,0.0012053611,0.0006022055,0.00014697149,0.0026644922,0.000111372756,0.00029717156,0.7135812,0.012203886,0.008301213],"study_design_scores_gemma":[0.00032338928,0.000009662177,0.97632444,0.000048107366,0.00052218133,0.000019655352,0.00054016453,0.003963875,0.000014898934,0.007284619,0.010853364,0.00009565161],"about_ca_topic_score_codex":0.015105018,"about_ca_topic_score_gemma":0.0533602,"teacher_disagreement_score":0.7164996,"about_ca_system_score_codex":0.000028287459,"about_ca_system_score_gemma":0.00008958728,"threshold_uncertainty_score":0.99145347},"labels":[],"label_agreement":null},{"id":"W4402318697","doi":"10.1787/f7c2d099-en","title":"Implementing the OECD Anti-Bribery Convention Phase 2 Follow-Up Report: Canada","year":2006,"lang":"en","type":"book","venue":"Implementing the OECD Anti-bribery Convention","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Convention; Phase (matter); Political science; Law; Chemistry","score_opus":0.025706407662150814,"score_gpt":0.26978461570305406,"score_spread":0.24407820804090324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402318697","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":[0.13227916,0.0030778064,0.0032733148,0.016525889,0.024610996,0.009786916,0.0007011362,0.0017706897,0.8079741],"genre_scores_gemma":[0.35125133,0.00011091882,0.000059705046,0.0028205279,0.009794735,0.00035324466,0.0098733185,0.00044312252,0.6252931],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99019474,0.00020368039,0.003347657,0.0016535296,0.002162402,0.0024379808],"domain_scores_gemma":[0.99132144,0.0003103288,0.0055950703,0.0018129953,0.00089445105,0.00006572364],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0045888806,0.0014438496,0.0014711274,0.000518894,0.0047103968,0.001985241,0.0014777378,0.0003194976,0.0025952847],"category_scores_gemma":[0.00014321903,0.0011480105,0.0012696072,0.0004939898,0.00038761162,0.0013698139,0.0017531922,0.0009816128,0.0005263729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006247809,0.00018462115,0.0068552746,0.0009420997,0.001203799,0.00027227637,0.0000724796,0.000045231278,0.00048001466,0.027123637,0.9415821,0.02117603],"study_design_scores_gemma":[0.0031125501,0.000022769622,0.005658382,0.0004624828,0.001286109,0.00010037297,0.000532905,0.00096412055,0.00014528078,0.005431332,0.98096544,0.0013182682],"about_ca_topic_score_codex":0.06802926,"about_ca_topic_score_gemma":0.15512067,"teacher_disagreement_score":0.21897216,"about_ca_system_score_codex":0.00058226456,"about_ca_system_score_gemma":0.0009195934,"threshold_uncertainty_score":0.99983114},"labels":[],"label_agreement":null},{"id":"W4403040591","doi":"10.1007/978-3-031-60415-7_17","title":"James A. Vance (1892–1981): from Punkeydoodles Corners to National Prominence","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Engineering","score_opus":0.016482281206582714,"score_gpt":0.21466183202982822,"score_spread":0.1981795508232455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403040591","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":[0.0013840016,0.013931692,0.08846089,0.008035318,0.00705571,0.0017151571,0.00012366446,0.0015041765,0.8777894],"genre_scores_gemma":[0.9566374,0.00012792397,0.0029563215,0.0028893407,0.0070073428,0.00015977613,0.00021710349,0.00029691303,0.029707877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984116,0.0000010016599,0.00033093692,0.0005521387,0.00042925193,0.00027508676],"domain_scores_gemma":[0.99939674,0.0001396674,0.00010077453,0.00021079912,0.00013514324,0.000016866512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009036391,0.00044783385,0.00038785106,0.00046915925,0.00005497273,0.00022495117,0.00027475582,0.00018161756,0.00029029616],"category_scores_gemma":[0.00021570691,0.00043839344,0.00011468135,0.00022804573,0.000030120158,0.00023268587,0.00021563872,0.00041483116,0.0004620211],"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":[0.00005081375,0.00002892567,0.00068966707,0.0013574883,0.00036424713,0.000088071785,0.00042133225,0.67177737,0.00074558554,0.29515782,0.012166504,0.01715219],"study_design_scores_gemma":[0.0002545427,0.000009450877,0.0013974304,0.0026040392,0.00006895319,0.000002062708,0.000007315417,0.04760295,0.00006169113,0.14876284,0.7981136,0.001115165],"about_ca_topic_score_codex":0.00006374294,"about_ca_topic_score_gemma":0.00091791694,"teacher_disagreement_score":0.9552534,"about_ca_system_score_codex":0.00013606767,"about_ca_system_score_gemma":0.000025290221,"threshold_uncertainty_score":0.99980676},"labels":[],"label_agreement":null},{"id":"W4403432860","doi":"10.1002/pra2.1171","title":"Securing Repair: Examining Cybersecurity's Influence on the Right to Repair","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Regulation and Compliance Studies","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":"Computer security; Business; Internet privacy; Computer science","score_opus":0.011684909694593253,"score_gpt":0.23147047284058528,"score_spread":0.219785563145992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403432860","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":[0.9373914,0.00002165076,0.000011859204,0.019826408,0.00025994322,0.0005035368,0.000002126944,0.0004957256,0.04148737],"genre_scores_gemma":[0.9983296,0.0000043452474,0.00010822016,0.0012837306,0.000051725157,0.000071108414,3.1889707e-7,0.0000029947603,0.00014795444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990471,6.658817e-7,0.00023697106,0.00013306884,0.00041420248,0.00016796417],"domain_scores_gemma":[0.9984714,0.000062142004,0.0002533921,0.00008005552,0.0011273427,0.000005691754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014718011,0.00007385684,0.00008623575,0.0005118945,0.0006071103,0.0003469678,0.00031600703,0.00004882275,0.0000022042223],"category_scores_gemma":[0.002695042,0.00004505348,0.00004089506,0.0024350437,0.00014399688,0.0028524452,0.00024181545,0.00009130005,0.00002626719],"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":[0.000003917021,0.0000034789812,0.014239209,0.00008229614,0.000013218374,1.1349198e-8,0.0004557042,0.000011838915,0.000492983,0.97677064,0.006260289,0.0016664185],"study_design_scores_gemma":[0.00026506072,0.000057269797,0.06965233,0.00041147758,0.000054094427,0.0000022113854,0.005455524,0.017158184,0.0053505115,0.063477226,0.83783364,0.00028246175],"about_ca_topic_score_codex":0.000004995061,"about_ca_topic_score_gemma":0.0000020353211,"teacher_disagreement_score":0.9132934,"about_ca_system_score_codex":0.000098222066,"about_ca_system_score_gemma":0.000025111683,"threshold_uncertainty_score":0.4669463},"labels":[],"label_agreement":null},{"id":"W4403451409","doi":"10.2139/ssrn.4952636","title":"Behavioral Economics, Regulatory Compliance and Performance, And The Compliance Continuum","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Compliance (psychology); Behavioral economics; Economics; Psychology; Microeconomics; Social psychology","score_opus":0.030562216742034423,"score_gpt":0.2526637838644803,"score_spread":0.2221015671224459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403451409","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":[0.95884645,0.025494535,0.00011300103,0.005488991,0.0014956767,0.00047523613,0.0000043601362,0.00009555424,0.007986212],"genre_scores_gemma":[0.9826446,0.011246182,0.00003202508,0.0004911735,0.0017259291,0.000033236127,0.000008267884,0.000047036945,0.0037715272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99768746,0.000022144633,0.0004803879,0.00047047733,0.0001737775,0.0011657332],"domain_scores_gemma":[0.9989996,0.000027755717,0.0004848536,0.00030944674,0.00015833676,0.000020007992],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013117002,0.00038634537,0.0005364126,0.00016004907,0.000624525,0.0009731336,0.00040213915,0.00012317458,0.000015250863],"category_scores_gemma":[0.000011841884,0.00028708918,0.00015163074,0.00010714629,0.00057751895,0.0003322927,0.0011588257,0.002564536,0.00006164846],"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":[0.00047512553,0.000058617352,0.022427019,0.0009818072,0.0006299023,0.0000047802255,0.00022820018,0.0001440437,0.000007023095,0.84031385,0.004306114,0.13042352],"study_design_scores_gemma":[0.0020443143,0.00003656298,0.052376103,0.0007810724,0.00037793457,0.00018496478,0.0011073684,0.013794634,0.0000017064577,0.90235186,0.02626414,0.0006793429],"about_ca_topic_score_codex":0.000103199905,"about_ca_topic_score_gemma":0.00077281846,"teacher_disagreement_score":0.12974419,"about_ca_system_score_codex":0.00022860055,"about_ca_system_score_gemma":0.0002816301,"threshold_uncertainty_score":0.9999581},"labels":[],"label_agreement":null},{"id":"W4403774781","doi":"10.1177/01622439241289154","title":"Translating Law and Code in Government: Algorithmic Decisions and Their Legal Effects in Canada","year":2024,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Code (set theory); Government (linguistics); Political science; Law; Law and economics; Sociology; Computer science; Programming language","score_opus":0.01389737189110408,"score_gpt":0.24548205927902791,"score_spread":0.23158468738792384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403774781","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":[0.99009883,0.0012145609,0.00008432937,0.0019135269,0.00011810622,0.00015103108,0.0000015660729,0.00008176248,0.006336291],"genre_scores_gemma":[0.99955094,0.000012140837,0.00012505443,0.00023212038,0.00002697071,0.000016424328,2.8207663e-7,0.0000055195533,0.000030528554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99913096,0.0000039227752,0.0001461183,0.00031069308,0.0001770347,0.00023125668],"domain_scores_gemma":[0.9997981,0.00004875739,0.00002731748,0.00010439077,0.000014546166,0.000006871385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029022052,0.0001012981,0.00013538855,0.00031400673,0.00041296319,0.00017780668,0.00018211317,0.000028599012,0.0000037874156],"category_scores_gemma":[0.000046464855,0.00008211596,0.000009361365,0.0010491848,0.0008203342,0.00056066544,0.00015899981,0.00013087667,0.0000016888531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026704113,0.000014731625,0.053940807,0.00008064867,0.0000074328045,0.000045936795,0.0003678086,0.0000496391,0.006780778,0.7998756,0.00006710945,0.13876683],"study_design_scores_gemma":[0.001065739,0.00004195286,0.37138906,0.0013573755,0.000022311837,0.000021376018,0.011858797,0.12266917,0.0018552515,0.4723085,0.01672279,0.0006877068],"about_ca_topic_score_codex":0.05980067,"about_ca_topic_score_gemma":0.7171402,"teacher_disagreement_score":0.6573396,"about_ca_system_score_codex":0.0001320857,"about_ca_system_score_gemma":0.00006221603,"threshold_uncertainty_score":0.9464602},"labels":[],"label_agreement":null},{"id":"W4404644133","doi":"10.1007/978-3-031-75813-3_7","title":"Section 230: Ongoing Debates on the “Safe Harbor” Provision","year":2024,"lang":"en","type":"book-chapter","venue":"Law, governance and technology series","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Section (typography); History; Forensic engineering; Engineering; Business; Advertising","score_opus":0.0103913032372941,"score_gpt":0.1887876971795976,"score_spread":0.1783963939423035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404644133","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":[0.0027726057,0.0045442428,0.000010208106,0.037539676,0.0009852834,0.0003946694,0.000011555435,0.00062062795,0.9531211],"genre_scores_gemma":[0.39817697,0.0025254644,0.000030153617,0.0024081361,0.0015273341,0.00009164611,0.000014172521,0.00009699569,0.59512913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900246,0.0000012729588,0.0002083878,0.00040617326,0.00019079693,0.00019092232],"domain_scores_gemma":[0.99931026,0.000024180436,0.0002650129,0.00030420074,0.00009207257,0.000004288681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007125142,0.00030701343,0.0002695437,0.00009858508,0.00047561523,0.00024841982,0.00019379058,0.00028383746,0.00011046155],"category_scores_gemma":[0.000027291291,0.0002136694,0.00006420388,0.00012834558,0.0005037783,0.000402989,0.00029069252,0.00037708532,0.0002927707],"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":[0.000021124519,0.00000474209,0.00008666716,0.0001241709,0.000056108667,0.000010265954,0.00000988493,0.0000012900763,0.00003421057,0.98752356,0.0075403946,0.0045876116],"study_design_scores_gemma":[0.000061607396,0.000022587816,0.0002624304,0.00044009794,0.000037784936,0.000003862772,0.000049585702,0.000032912074,0.00007782254,0.2914031,0.7074234,0.00018481776],"about_ca_topic_score_codex":0.000056042853,"about_ca_topic_score_gemma":0.0005736266,"teacher_disagreement_score":0.699883,"about_ca_system_score_codex":0.00003138476,"about_ca_system_score_gemma":0.00000966634,"threshold_uncertainty_score":0.8713185},"labels":[],"label_agreement":null},{"id":"W4404671587","doi":"10.1163/9789004322714_cclc_2023-0220-1075","title":"CLIMATE-RELATED DISCLOSURE FOR CANADIAN ENERGY COMPANIES – GETTING READY FOR THE MANDATORY REGIME: VOLUNTARY GUIDELINES, RULE PROPOSALS, GOVERNANCE IMPLICATIONS, AND BEST PRACTICES TO AVOID GREENWASHING ALLEGATIONS","year":2024,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenwashing; Corporate governance; Voluntary disclosure; Business; Accounting; Turnover; Political science; Economics; Corporate social responsibility; Public relations; Finance","score_opus":0.11319963730639289,"score_gpt":0.32657088373750537,"score_spread":0.2133712464311125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404671587","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005537022,0.020006793,0.000059805563,0.07796025,0.0022007271,0.00471617,0.892445,0.00019853338,0.0018590004],"genre_scores_gemma":[0.0035781125,0.026905222,0.0005606736,0.011738701,0.007039666,0.007985364,0.93980426,0.00017482645,0.0022132022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984194,0.00001648023,0.0004612399,0.00054391724,0.00014664115,0.00041234292],"domain_scores_gemma":[0.99841523,0.00017788893,0.0006165601,0.00029068146,0.00045942186,0.000040193532],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043575282,0.00032050305,0.00032202227,0.00018460641,0.0033069074,0.00089760934,0.00019047558,0.00016634149,0.000017551209],"category_scores_gemma":[0.0001692304,0.0002595875,0.00007112994,0.0004078755,0.000088212975,0.0007864615,0.00019870751,0.00015883565,0.00002749174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003916849,0.000021157368,0.00013447658,0.0011482829,0.00009349901,9.595637e-7,0.00006961203,0.000006684008,0.0000041460426,0.01599307,0.98011893,0.0023699864],"study_design_scores_gemma":[0.00026338326,0.000036122474,0.0007940254,0.00057245704,0.00047923852,0.000008963612,0.0008599662,0.0025636605,8.877821e-7,0.0010627687,0.9930226,0.0003358962],"about_ca_topic_score_codex":0.106605075,"about_ca_topic_score_gemma":0.5830842,"teacher_disagreement_score":0.4764791,"about_ca_system_score_codex":0.00011131087,"about_ca_system_score_gemma":0.00005004829,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W4404693412","doi":"10.1163/9789004322714_cclc_2023-0025-0195","title":"Nova Scotia's Path to Clean Electricity: The Role of a Sustainability Mandate and Advocate for the NS Utilities and Review Board","year":2024,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Mandate; Sustainability; Electricity; Path (computing); Political science; Business; Engineering; Public administration; Environmental economics; Economics; Computer science; Law; Geography; Electrical engineering; Ecology; Biology; Archaeology","score_opus":0.03837325740708818,"score_gpt":0.28170948931340845,"score_spread":0.24333623190632026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404693412","genre_codex":"dataset","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0122636035,0.43545854,0.00006913535,0.061052985,0.0027845204,0.025662962,0.45763275,0.00030172884,0.0047737933],"genre_scores_gemma":[0.13530448,0.6210824,0.000034540397,0.034748506,0.0070514567,0.004860151,0.19503105,0.0002154936,0.0016719121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912137,0.000017791977,0.00023222917,0.0002987905,0.00011526604,0.00021457221],"domain_scores_gemma":[0.99932045,0.000091029535,0.00015273581,0.00020790267,0.00021731066,0.0000105775125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047607318,0.0002002028,0.00032304064,0.000092683855,0.0005952992,0.0002551818,0.00009386642,0.00005765539,0.00002027992],"category_scores_gemma":[0.000064193024,0.00012105211,0.000058728994,0.00042678765,0.0001504483,0.00017350208,0.0002575345,0.00010925681,0.0000075029247],"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":[0.00010236531,0.000020802152,0.00016076383,0.015892351,0.00006698035,6.0560916e-7,0.00016306143,1.6548726e-7,0.0000012466263,0.004186477,0.96277934,0.016625827],"study_design_scores_gemma":[0.00013480164,0.000049312494,0.0011460602,0.00078222505,0.00038170046,0.0000019754696,0.0013397083,0.0002833368,0.0000020765856,0.0037957088,0.9919426,0.00014050698],"about_ca_topic_score_codex":0.0027693885,"about_ca_topic_score_gemma":0.006879121,"teacher_disagreement_score":0.2626017,"about_ca_system_score_codex":0.000028513137,"about_ca_system_score_gemma":0.0000121741095,"threshold_uncertainty_score":0.49363616},"labels":[],"label_agreement":null},{"id":"W4405314763","doi":"10.54434/candj.188","title":"British Columbia’s Changing Regulatory Landscape—Challenges and Opportunities","year":2024,"lang":"en","type":"article","venue":"CAND Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"BC Innovation Council","funders":"","keywords":"Environmental planning; Environmental resource management; Geography; Environmental science","score_opus":0.05484337962406878,"score_gpt":0.22621072769443382,"score_spread":0.17136734807036502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405314763","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":[0.5696805,0.2601237,0.0001060827,0.010126748,0.0021932677,0.00011067979,0.000002429886,0.00022831283,0.15742826],"genre_scores_gemma":[0.9687055,0.016423168,0.000014377671,0.00068387756,0.0027647142,0.0000043588448,0.0000027430747,0.000017141396,0.011384166],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994569,0.000004923832,0.00012344193,0.0001137483,0.0001308731,0.00017012647],"domain_scores_gemma":[0.9998033,0.000011424661,0.000044776254,0.000048660713,0.00007486516,0.00001697961],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00025230623,0.00006274527,0.000109350374,0.00012319215,0.00025527817,0.0020463578,0.00005334067,0.00002541715,0.0004789952],"category_scores_gemma":[0.0000101205305,0.000077053504,0.00004182428,0.000081011865,0.00006545456,0.0006504742,0.000057441408,0.0001013132,0.000009761013],"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":[0.000004730193,0.000010429068,0.003515446,0.00046280632,0.000092575196,0.0004851132,0.00047215295,0.000004630315,0.000007845488,0.019602455,0.22472285,0.750619],"study_design_scores_gemma":[0.00034886735,0.000009315421,0.073780544,0.0010956092,0.000053434705,0.00071416504,0.008241206,0.0013047943,4.965189e-7,0.015194489,0.8990033,0.00025373127],"about_ca_topic_score_codex":0.000094548,"about_ca_topic_score_gemma":0.001144616,"teacher_disagreement_score":0.75036526,"about_ca_system_score_codex":0.000009856681,"about_ca_system_score_gemma":0.000017281289,"threshold_uncertainty_score":0.99898964},"labels":[],"label_agreement":null},{"id":"W4405321327","doi":"10.2139/ssrn.5019704","title":"Regulatory Technologies and Front-Line Decision-Making","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Alberta; McGill University","funders":"","keywords":"Front line; Front (military); Line (geometry); Computer science; Business; Engineering; Geography; Mathematics; Mechanical engineering; Archaeology","score_opus":0.01030524191817077,"score_gpt":0.24857758868902027,"score_spread":0.2382723467708495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405321327","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":[0.7261366,0.16004775,0.07657262,0.012021584,0.0020080616,0.00030265958,9.567226e-7,0.001544439,0.021365276],"genre_scores_gemma":[0.99612415,0.0020332306,0.00019082155,0.00014656542,0.0006867669,0.0000036903748,5.265144e-7,0.000018268385,0.00079597894],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986348,0.0000035361893,0.0001946266,0.00019022966,0.00019041845,0.0007863898],"domain_scores_gemma":[0.9997083,0.000040774135,0.00007191611,0.00011187738,0.00006292017,0.0000041989806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059854955,0.00012767466,0.00013487301,0.00027034973,0.00030224156,0.0004101961,0.00016041903,0.00005027905,0.00003644076],"category_scores_gemma":[0.00008913651,0.00009892625,0.00006265226,0.00023006451,0.00006867889,0.00065894675,0.00012808887,0.0006218384,0.00010329166],"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":[0.000015595024,0.000006295308,0.0010653188,0.000020590114,0.000060918057,0.0000059476192,0.000013799072,0.000028101633,0.00003119174,0.4296824,0.0010857674,0.56798404],"study_design_scores_gemma":[0.00015524907,0.000015651243,0.0031909274,0.00022224945,0.00003512989,0.00009696586,0.0024539174,0.004167676,0.0000035016756,0.94408715,0.045416385,0.0001552263],"about_ca_topic_score_codex":0.0000064989154,"about_ca_topic_score_gemma":0.00020290613,"teacher_disagreement_score":0.56782883,"about_ca_system_score_codex":0.00014440574,"about_ca_system_score_gemma":0.00012042584,"threshold_uncertainty_score":0.4034095},"labels":[],"label_agreement":null},{"id":"W4405674886","doi":"10.24908/pceea.2024.18536","title":"What We Hold Paramount: A British Columbian Case Study on the Limitations of Engineering Regulation","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Engineering ethics; Engineering","score_opus":0.02912720140713011,"score_gpt":0.21670369192054206,"score_spread":0.18757649051341196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405674886","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":[0.9797005,0.00032677897,0.000010227855,0.014139139,0.0025593424,0.00082690385,0.0000068566374,0.00012446067,0.00230579],"genre_scores_gemma":[0.9976724,0.000030856365,0.000036014924,0.00022283805,0.00039581928,0.0001234123,0.0000044749313,0.000031673877,0.0014825609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998923,0.0000037374234,0.00032417197,0.00019719516,0.00034779424,0.00020407698],"domain_scores_gemma":[0.99890494,0.0001289052,0.00026285302,0.00011554235,0.00056094717,0.000026821202],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004591258,0.00013574676,0.00015369138,0.0003226418,0.00027680915,0.0010386286,0.00020667302,0.00006766577,0.00002154568],"category_scores_gemma":[0.00079346827,0.00013281139,0.00009701406,0.0010795731,0.000018278777,0.00094756496,0.000033505457,0.00017072544,0.000013620065],"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":[0.000015819316,0.0009782293,0.17624468,0.003154657,0.0016966754,0.00001804686,0.02319297,0.03680493,0.0030414583,0.3958481,0.32225153,0.03675293],"study_design_scores_gemma":[0.00043630434,0.000039759474,0.7123651,0.0025265005,0.0003855659,0.000052418774,0.03250339,0.083766714,0.0001867749,0.001919953,0.16507518,0.0007423401],"about_ca_topic_score_codex":0.0120333,"about_ca_topic_score_gemma":0.025140595,"teacher_disagreement_score":0.5361204,"about_ca_system_score_codex":0.0005454022,"about_ca_system_score_gemma":0.00013819014,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W4405936778","doi":"10.31743/recl.17519","title":"Applying Soft-Law Mechanisms and Responsive Regulation Theory to Labor Law: A Case Study of Poland","year":2024,"lang":"en","type":"article","venue":"Review of European and Comparative Law","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Soft law; Labour law; Law; Law and economics; Political science; Economics; International law","score_opus":0.06218104218407067,"score_gpt":0.3123890451014805,"score_spread":0.25020800291740986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405936778","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":[0.37374878,0.15534167,0.0054434584,0.0013005974,0.00039470656,0.0066171107,0.00002857718,0.00024630406,0.45687878],"genre_scores_gemma":[0.99729294,0.0003614776,0.00015080231,0.0018855573,0.000076259465,0.00002946448,0.0000032582293,0.000011689651,0.00018858169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990594,0.00014513342,0.00033285588,0.00023688204,0.00013435498,0.00009142436],"domain_scores_gemma":[0.9994286,0.000090722584,0.00013646466,0.00015240474,0.00017739434,0.0000144684955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006017976,0.00014397768,0.0003733537,0.000059487862,0.00017022385,0.00009610409,0.00006452752,0.000009016356,0.000025878442],"category_scores_gemma":[0.0000121838775,0.00010996846,0.00003547794,0.00026232481,0.00010491403,0.00026786482,0.000152152,0.000053413787,0.000020941947],"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":[0.000043309912,0.000042842326,0.00002060242,0.0021145719,0.00006119821,0.00005934325,0.0006123812,0.000005788364,0.00031734013,0.9932552,0.00021778692,0.0032496657],"study_design_scores_gemma":[0.00240478,0.0007431603,0.008899028,0.026891649,0.0011400277,0.00029439948,0.025024826,0.0020790135,0.00024770634,0.06804685,0.862956,0.0012725972],"about_ca_topic_score_codex":0.000105442865,"about_ca_topic_score_gemma":0.00013567013,"teacher_disagreement_score":0.92520833,"about_ca_system_score_codex":0.0000047139815,"about_ca_system_score_gemma":0.000003661782,"threshold_uncertainty_score":0.44843835},"labels":[],"label_agreement":null},{"id":"W4406135984","doi":"10.55016/ojs/sppp.v9i1.42589","title":"Energy Projects, Social Licence, Public Acceptance and Regulatory Systems in Canada: A White Paper","year":2016,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Regulation and Compliance Studies","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 Calgary; Acadia University; University of Alberta; University of Ottawa; University of Toronto; Dalhousie University","funders":"Energy Council of Canada; University of Calgary","keywords":"White (mutation); White paper; Social acceptance; Energy (signal processing); Business; Political science; Telecommunications; Public administration; Engineering; Psychology; Law; Social psychology","score_opus":0.03881458448205116,"score_gpt":0.24237043406684286,"score_spread":0.2035558495847917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406135984","genre_codex":"commentary","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":[0.20072965,0.0012233685,0.00072979974,0.62922645,0.0003830598,0.00086531555,0.000042639156,0.0002517317,0.16654797],"genre_scores_gemma":[0.99241006,0.00005888433,0.000013920814,0.0025462557,0.00096279633,0.00029177978,0.000008939378,0.000020102498,0.0036872625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982534,0.000060594095,0.0004821887,0.00030321235,0.00041319337,0.00048738677],"domain_scores_gemma":[0.99841535,0.00007184825,0.0004279129,0.0004960253,0.0005382234,0.00005063307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005417014,0.00018479374,0.00025883171,0.0006278418,0.00038935867,0.00043309585,0.0006375577,0.000055980236,0.00021621799],"category_scores_gemma":[0.00053962425,0.000118448705,0.000049735,0.0021120866,0.00024904378,0.002720477,0.00027748532,0.000096227435,0.000021577003],"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":[0.0000031747193,0.000030252622,0.15874949,0.000024855175,0.000033398017,1.0185274e-7,0.00004569997,0.0000012913329,0.00008507211,0.7609288,0.072904244,0.007193628],"study_design_scores_gemma":[0.00031699616,0.0000016763943,0.7364106,0.000021176635,0.0000072312937,0.0000014458716,0.00090593303,0.00012990904,0.0000011634586,0.001945318,0.26011497,0.00014355154],"about_ca_topic_score_codex":0.32349715,"about_ca_topic_score_gemma":0.5270524,"teacher_disagreement_score":0.7916804,"about_ca_system_score_codex":0.00037592606,"about_ca_system_score_gemma":0.0017766984,"threshold_uncertainty_score":0.68100774},"labels":[],"label_agreement":null},{"id":"W4406159205","doi":"10.3138/cjccj-2024-0018","title":"Lawmakers and Environmental Protection: A Canadian Regime of Permission","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Permission; Environmental law; Environmental protection; Environmental planning; Law and economics; Political science; Law; Geography; Sociology","score_opus":0.08485144471280497,"score_gpt":0.2672048308061876,"score_spread":0.18235338609338264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406159205","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":[0.9807597,0.0051046293,0.0005378488,0.0068254555,0.00066441,0.00017663895,0.000024032608,0.000025111649,0.0058822026],"genre_scores_gemma":[0.9966564,0.0004652556,0.000415558,0.0015771494,0.0005393605,0.000011527482,0.000009681254,0.000031817046,0.00029321035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99815917,0.00007494009,0.0004780501,0.00033901815,0.00008594668,0.0008628614],"domain_scores_gemma":[0.99875766,0.00019227204,0.00024936398,0.00018738062,0.00016242599,0.00045087398],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070295297,0.0002880546,0.0004172117,0.0010163456,0.00043126382,0.00019452717,0.00027942017,0.0002495613,0.0001299799],"category_scores_gemma":[0.00072919205,0.00028830313,0.00010594062,0.0001368606,0.00071673066,0.0005161165,0.000050195034,0.0006255617,0.0000091991915],"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":[0.0008320525,0.00013418806,0.0063273413,0.026351463,0.00088726653,0.020565528,0.036861815,0.0012987094,0.009117215,0.67199534,0.013686267,0.21194284],"study_design_scores_gemma":[0.002465212,0.00095211004,0.1908776,0.003203811,0.024547849,0.034090187,0.39291257,0.015892355,0.00063995016,0.03014177,0.30196825,0.002308374],"about_ca_topic_score_codex":0.08501941,"about_ca_topic_score_gemma":0.1910732,"teacher_disagreement_score":0.6418536,"about_ca_system_score_codex":0.0004737584,"about_ca_system_score_gemma":0.001448248,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W4406372738","doi":"10.1787/a063fdd3-en","title":"Implementing the OECD Anti-Bribery Convention Phase 4 Report: Canada","year":2023,"lang":"en","type":"book","venue":"Implementing the OECD Anti-bribery Convention","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Convention; Phase (matter); Political science; Law; Chemistry","score_opus":0.03748416166218803,"score_gpt":0.28931377139811215,"score_spread":0.2518296097359241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406372738","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":[0.14851226,0.0038074476,0.0032046791,0.04199153,0.040132582,0.015412055,0.0011499183,0.0044383025,0.7413512],"genre_scores_gemma":[0.25432408,0.00031642194,0.000048116653,0.00361062,0.011673089,0.00048769196,0.009170784,0.0006320454,0.7197372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990629,0.00019309565,0.0030825955,0.0016010865,0.0021085201,0.002385694],"domain_scores_gemma":[0.99199194,0.0004168619,0.004946516,0.0017899411,0.0007860936,0.00006864946],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0054421024,0.0013073001,0.001356031,0.00056203525,0.0046098493,0.0018828819,0.0014997611,0.00028982275,0.0026409158],"category_scores_gemma":[0.0002129734,0.0010317988,0.0010773893,0.00061256223,0.0003762236,0.001209367,0.0022126208,0.0009992702,0.0013038825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058086946,0.0001842634,0.005662585,0.0014127542,0.0017816299,0.00048791512,0.00013213207,0.00006086019,0.0005781836,0.0400643,0.9185382,0.031039082],"study_design_scores_gemma":[0.0019740714,0.000021736054,0.006010718,0.0005434595,0.0010754742,0.00008963589,0.0010172009,0.0013515686,0.000112842186,0.0074717933,0.97910875,0.0012227701],"about_ca_topic_score_codex":0.037365947,"about_ca_topic_score_gemma":0.11178062,"teacher_disagreement_score":0.105811805,"about_ca_system_score_codex":0.0005168448,"about_ca_system_score_gemma":0.0009440985,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W4406373050","doi":"10.1787/f43d9a78-en","title":"Implementing the OECD Anti-Bribery Convention Phase 3 Follow-Up Report: Canada","year":2013,"lang":"en","type":"book","venue":"Implementing the OECD Anti-bribery Convention","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Convention; Phase (matter); Political science; Business; Law; Physics","score_opus":0.029816596050316755,"score_gpt":0.2706665402109518,"score_spread":0.24084994416063507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406373050","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":[0.22821335,0.0042498,0.0030574466,0.025606478,0.03379927,0.014708716,0.00060289865,0.0020972872,0.68766475],"genre_scores_gemma":[0.38227934,0.00022848816,0.00006705837,0.003762685,0.009101311,0.00055883307,0.0066044265,0.00046392175,0.59693396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903177,0.00021159598,0.003253489,0.0016456053,0.0021038582,0.00246773],"domain_scores_gemma":[0.9910367,0.00033057953,0.0055682957,0.0019278458,0.0010541457,0.000082428276],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0043663983,0.0014482789,0.0014853905,0.0004975492,0.0045688045,0.002331877,0.0015962345,0.0003233347,0.005953526],"category_scores_gemma":[0.0001878775,0.0011206035,0.0012091359,0.00045187277,0.00039336673,0.001719145,0.0020266948,0.0010205882,0.0012100872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056737208,0.00017931331,0.005444159,0.0011135099,0.0016781335,0.00019455852,0.00013316746,0.000023619143,0.0007337347,0.03368653,0.9208104,0.035946112],"study_design_scores_gemma":[0.002943154,0.000025061438,0.0044281757,0.0004961223,0.0011837379,0.00009737511,0.0009598794,0.0012123691,0.00016347216,0.0057231598,0.981435,0.001332505],"about_ca_topic_score_codex":0.057855703,"about_ca_topic_score_gemma":0.08510449,"teacher_disagreement_score":0.15406597,"about_ca_system_score_codex":0.00053665583,"about_ca_system_score_gemma":0.000934551,"threshold_uncertainty_score":0.99982667},"labels":[],"label_agreement":null},{"id":"W4406373403","doi":"10.1787/e051d0b0-en","title":"Implementing the OECD Anti-Bribery Convention Phase 3 Report: Canada","year":2011,"lang":"en","type":"book","venue":"Implementing the OECD Anti-bribery Convention","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Convention; Phase (matter); Political science; Law; Physics","score_opus":0.038837581730931776,"score_gpt":0.27346616422797676,"score_spread":0.234628582497045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406373403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083680876,0.0033311797,0.0024676323,0.011067278,0.017718738,0.008513594,0.00046833174,0.0015122794,0.8712401],"genre_scores_gemma":[0.4885243,0.0003103791,0.000096358526,0.0042307978,0.01067462,0.0004463979,0.006700284,0.00054921565,0.48846766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910645,0.0001977474,0.0030713954,0.0015648014,0.0018001631,0.0023013842],"domain_scores_gemma":[0.99144393,0.00025634986,0.005496903,0.0018761212,0.0008540322,0.000072673625],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004774245,0.0013542561,0.0013613338,0.00048307492,0.0042600394,0.0014887562,0.001578925,0.00030247754,0.005378797],"category_scores_gemma":[0.0001453834,0.0010521072,0.001064494,0.0004105176,0.00042658008,0.0013855052,0.001983004,0.0009968828,0.0008098378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010823469,0.00037469345,0.009535952,0.0016759606,0.0023981947,0.00047996658,0.0002607047,0.000023829247,0.0008034394,0.083442844,0.8500624,0.050833795],"study_design_scores_gemma":[0.001992249,0.0000257684,0.0053390013,0.00045623022,0.0011802446,0.000119188524,0.0007596377,0.00056881935,0.00021518308,0.0074294987,0.98066425,0.0012499328],"about_ca_topic_score_codex":0.05201355,"about_ca_topic_score_gemma":0.09321409,"teacher_disagreement_score":0.40484342,"about_ca_system_score_codex":0.0004533517,"about_ca_system_score_gemma":0.0009267296,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W4406472718","doi":"10.1016/s1558-0164(08)70082-8","title":"10.1016/s1558-0164(08)70082-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Scheme (mathematics); Actuarial science; Computer security; Computer science; Business; Mathematics","score_opus":0.01014497262082077,"score_gpt":0.17216373508954858,"score_spread":0.16201876246872782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406472718","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":[0.0006633283,0.000046119825,0.0000024233395,0.0012869602,0.0000041880453,0.00014191928,0.0000011984638,0.00020147572,0.9976524],"genre_scores_gemma":[0.0013500742,2.0808886e-7,0.000038944047,0.0004140523,0.00073367945,0.000019249119,0.000010763014,0.000019270972,0.99741375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999245,0.0000040341233,0.00015437402,0.0002013387,0.00017364896,0.0002216057],"domain_scores_gemma":[0.9996568,0.000011214999,0.00004325681,0.00020277711,0.0000717829,0.00001415039],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000081621336,0.00013367686,0.00014810449,0.000088620596,0.00017859886,0.00015648323,0.00018027304,0.000027946713,0.9955316],"category_scores_gemma":[0.000018933148,0.00012366797,0.00005856483,0.00032490728,0.000029032242,0.00034855324,0.00007201018,0.00004964884,0.9990522],"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":[0.000035117195,0.000025603773,8.119873e-7,0.0000123934105,0.000014037969,0.0000018083953,0.0000046335444,0.000107334796,0.000008174579,0.000043755103,0.8463442,0.15340215],"study_design_scores_gemma":[0.00019296585,0.000007643736,0.001215226,0.000017543836,0.0000144611895,6.5118826e-7,0.0000032808127,0.00070357346,0.0000031718475,0.000102879705,0.9975649,0.00017370626],"about_ca_topic_score_codex":0.000030652172,"about_ca_topic_score_gemma":5.864013e-7,"teacher_disagreement_score":0.15322845,"about_ca_system_score_codex":0.000013588544,"about_ca_system_score_gemma":0.0000050077083,"threshold_uncertainty_score":0.50430334},"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":"W4407837267","doi":"10.1016/j.irfa.2025.104022","title":"Fear of fairness in courts: The impact of liberal judge ideology on corporate carbon emissions","year":2025,"lang":"en","type":"article","venue":"International Review of Financial Analysis","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; St Mary's University","keywords":"Ideology; Greenhouse gas; Economics; Law and economics; Political science; Business; Public economics; Law; Politics","score_opus":0.021615871544737125,"score_gpt":0.31081034620547204,"score_spread":0.2891944746607349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407837267","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":[0.95363015,0.0045255627,0.00030792353,0.0051720985,0.0003354516,0.0002925577,0.0000195241,0.000008839833,0.035707872],"genre_scores_gemma":[0.997806,0.0012553622,0.0000130708,0.0004718129,0.00006472618,0.0000113541455,0.000019804094,0.0000023418706,0.0003555195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990971,0.000018612067,0.00050669524,0.000115888746,0.00019205535,0.00006963238],"domain_scores_gemma":[0.9984943,0.000048653863,0.0006715417,0.0001512908,0.00063102826,0.0000031826603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029017203,0.00008648144,0.00044340256,0.00038573347,0.0000238563,0.000006503128,0.00025266933,0.000024506284,0.000102598344],"category_scores_gemma":[0.0005761634,0.000055341596,0.00028512854,0.0017654505,0.00007852269,0.00007150366,0.00008247862,0.000057827798,0.0000021092096],"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":[0.0001040101,0.00021470974,0.86484724,0.00089617324,0.00079300714,0.0000021858068,0.000028443019,0.0033982955,0.000101347694,0.11071101,0.0071283993,0.011775161],"study_design_scores_gemma":[0.00015937019,0.000008737677,0.9848317,0.0014158341,0.00024264847,6.780347e-8,0.000008404716,0.0045766486,0.000021308915,0.0071343007,0.0015493629,0.000051615218],"about_ca_topic_score_codex":0.0010863651,"about_ca_topic_score_gemma":0.00016151404,"teacher_disagreement_score":0.11998444,"about_ca_system_score_codex":0.000029133413,"about_ca_system_score_gemma":0.00006265707,"threshold_uncertainty_score":0.22567648},"labels":[],"label_agreement":null},{"id":"W4408825755","doi":"10.58837/chula.the.2015.1911","title":"BUILDING A SYNERGISTIC MODEL ON CHEMICAL AND WASTE MULTILATERAL ENVIRONMENTAL AGREEMENTS TO IMPROVE ENVIRONMENTAL ENFORCEMENT : A CASE STUDY OF MULTILATERAL ENVIRONMENTAL AGREEMENTS REGIONAL ENFORCEMENT NETWORK","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Business; Environmental planning; International trade; Environmental science; Political science; Law","score_opus":0.02402314214989667,"score_gpt":0.2618616604173662,"score_spread":0.23783851826746952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408825755","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":[0.99434835,0.00008377229,0.00010558765,0.000019080971,0.00064707303,0.0029758094,0.00007906311,0.000053583695,0.0016876927],"genre_scores_gemma":[0.9917866,0.000020185122,0.00061717513,0.0005049642,0.00064538507,0.00045786917,0.0011115402,0.00012300765,0.004733264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.994705,0.000031234747,0.0013841827,0.0014019877,0.0015980753,0.00087947247],"domain_scores_gemma":[0.99829274,0.000028876146,0.00088800787,0.0006099196,0.000025508629,0.0001549444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028362262,0.0011475174,0.000953255,0.00038641813,0.00046292553,0.00019607009,0.00041759416,0.00023977594,0.0005403516],"category_scores_gemma":[0.0000092039245,0.0010931,0.00022637844,0.00013169683,0.00012022425,0.00053367886,0.0007654044,0.00035109732,0.00009423962],"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":[0.019147811,0.028425112,0.08146153,0.0027487683,0.009707244,0.0027369275,0.035698965,0.3967623,0.25493473,0.0028949939,0.026184134,0.13929747],"study_design_scores_gemma":[0.030095689,0.0026427016,0.014111254,0.001287545,0.0027790319,0.000098527256,0.11776518,0.81538785,0.0034595726,0.0014019235,0.003945479,0.0070252544],"about_ca_topic_score_codex":0.0006878433,"about_ca_topic_score_gemma":0.0001697248,"teacher_disagreement_score":0.41862553,"about_ca_system_score_codex":0.00059108716,"about_ca_system_score_gemma":0.000021733504,"threshold_uncertainty_score":0.99915195},"labels":[],"label_agreement":null},{"id":"W4409082667","doi":"10.1111/1911-3846.13039","title":"Determinants of and future violations following deferred prosecution and non‐prosecution agreements in corporate criminal cases","year":2025,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; University of Houston; University of Pennsylvania; University of Toronto; Purdue University","keywords":"Business; Criminology; Criminal liability; Political science; Law; Accounting; Psychology; Criminal law","score_opus":0.1098777548924746,"score_gpt":0.3590992529380805,"score_spread":0.2492214980456059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409082667","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":[0.992704,0.0011222444,0.000032932126,0.0004043741,0.00017607582,0.00060108985,0.0000026277532,0.000025085923,0.004931619],"genre_scores_gemma":[0.99935204,0.00004521666,0.000053173953,0.00008382958,0.00018761975,0.00005145202,0.000020366148,0.000009956783,0.0001963494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986468,0.000037358903,0.0004078277,0.0003336715,0.00031244548,0.00026191364],"domain_scores_gemma":[0.9991649,0.00009453716,0.00022909828,0.0001630568,0.00033762376,0.000010814631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011345901,0.00014288904,0.00025888105,0.0007178946,0.00048295804,0.00025841576,0.00012609772,0.00007385367,0.000005078862],"category_scores_gemma":[0.00022267866,0.00013779908,0.00003889864,0.00095044955,0.00015493626,0.0012797822,0.00029962696,0.00018485863,0.0000040389286],"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":[0.000110933055,0.00004619283,0.98824126,0.00046642622,0.000014859462,0.000016664073,0.00017306738,0.0000018092134,0.0009756557,0.0017010353,0.00046860325,0.0077835144],"study_design_scores_gemma":[0.0009147254,0.000018647219,0.98548704,0.00055672874,0.000015002063,0.0000015188659,0.003130834,0.0057103317,0.00011503608,0.002479886,0.0014362716,0.00013396094],"about_ca_topic_score_codex":0.00057545316,"about_ca_topic_score_gemma":0.00024762895,"teacher_disagreement_score":0.0076495535,"about_ca_system_score_codex":0.00003050382,"about_ca_system_score_gemma":0.0000727469,"threshold_uncertainty_score":0.56192833},"labels":[],"label_agreement":null},{"id":"W4409945105","doi":"10.1002/smj.3717","title":"Mitigating ingroup bias in regulatory firms: The role of inspector professionalism","year":2025,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Regulation and Compliance 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":"University of Toronto","funders":"","keywords":"Ingroups and outgroups; Business; Psychology; Industrial organization; Social psychology","score_opus":0.049769635230720366,"score_gpt":0.2821941753252396,"score_spread":0.23242454009451924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409945105","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":[0.44475132,0.00079485064,0.000014703995,0.0015810404,0.00041135427,0.00023199656,2.957894e-7,0.000025692705,0.55218875],"genre_scores_gemma":[0.9977096,0.000042730066,0.00010183452,0.000597692,0.0002464807,0.000019493646,0.0000021367696,0.00000795843,0.0012720801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998756,0.00003212257,0.00049158215,0.00016213527,0.00033075403,0.00022741652],"domain_scores_gemma":[0.9992875,0.000034545705,0.00036987406,0.00019189501,0.000110105706,0.0000061193377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000715822,0.00014371418,0.00018586204,0.0003485788,0.0003398288,0.00020975697,0.00035134403,0.000033199634,0.00015387447],"category_scores_gemma":[0.000017322833,0.00009826364,0.000087490356,0.0007178874,0.00009306791,0.00030103602,0.00020810755,0.00023380088,0.000013601477],"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":[0.000022573902,0.000052327658,0.03919459,0.00015752597,0.00007491039,0.000008690689,0.00007084626,0.000101440986,0.00007505618,0.95604485,0.0004958483,0.0037013264],"study_design_scores_gemma":[0.00059868564,0.0000045698152,0.11154689,0.0005816823,0.00003801468,0.0000015870239,0.014212362,0.0022996361,0.000023720335,0.86388254,0.00668507,0.00012526584],"about_ca_topic_score_codex":0.000035651614,"about_ca_topic_score_gemma":0.00003920278,"teacher_disagreement_score":0.55295825,"about_ca_system_score_codex":0.00004026525,"about_ca_system_score_gemma":0.000026526175,"threshold_uncertainty_score":0.40070748},"labels":[],"label_agreement":null},{"id":"W4410559846","doi":"10.4324/9781032689753-6","title":"Global Policy and Regulatory Framework","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Business; Computer science","score_opus":0.017101649929892465,"score_gpt":0.2511474055098776,"score_spread":0.2340457555799851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410559846","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":[0.000016532273,0.0007504356,0.0004470154,0.0036381057,0.00029350718,0.00013363048,0.0000036364017,0.00015987722,0.99455726],"genre_scores_gemma":[0.0059713526,0.00010935323,0.0003095213,0.007864759,0.0025630635,0.0000044527646,0.000011768641,0.000016513999,0.98314923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920785,8.0441396e-7,0.00018506002,0.00028631178,0.00017328224,0.00014668937],"domain_scores_gemma":[0.99949276,0.000019504992,0.00012325164,0.00025309713,0.00010357071,0.000007838876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004697264,0.0002390864,0.00026165196,0.0001632568,0.00015369596,0.00018176589,0.00012655296,0.00019041768,0.00060703943],"category_scores_gemma":[0.00004366915,0.00021595431,0.00008281746,0.00008848877,0.0001052373,0.0001641405,0.00032745212,0.00009536518,0.00021912949],"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":[0.0000045679703,0.0000020615794,0.00044907565,0.00009151374,0.000040867304,0.0000013015376,0.0000013508163,0.0000010208998,3.4627153e-8,0.8855681,0.093421035,0.020419095],"study_design_scores_gemma":[0.00004971618,8.17164e-7,0.005131516,0.00013872422,0.000024879559,3.1384383e-7,0.0000057299485,0.000026060763,2.198147e-8,0.43313757,0.56135255,0.00013213266],"about_ca_topic_score_codex":0.00009407321,"about_ca_topic_score_gemma":0.00006454617,"teacher_disagreement_score":0.46793148,"about_ca_system_score_codex":0.00004650222,"about_ca_system_score_gemma":0.000034229644,"threshold_uncertainty_score":0.8806361},"labels":[],"label_agreement":null},{"id":"W4410765829","doi":"10.32920/29161073","title":"Uncharted Waters: Applying the Lens of New Governance Theory to the Practice of Water Source Protection in Ontario","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Corporate governance; Lens (geology); Water source; Through-the-lens metering; Political science; Business; Water resource management; Environmental science; Engineering; Petroleum engineering; Finance","score_opus":0.037385145821220885,"score_gpt":0.2413391667903747,"score_spread":0.20395402096915383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410765829","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":[0.19814174,0.00047440905,0.16366626,0.16046521,0.0032019075,0.01846331,0.000007655909,0.00030306968,0.45527646],"genre_scores_gemma":[0.9610843,0.000013163048,0.000211341,0.0022694273,0.00025669593,0.00042539308,0.0000068005893,0.000011887808,0.03572101],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894404,0.00003583563,0.00037018466,0.00024260281,0.000251598,0.00015575127],"domain_scores_gemma":[0.99900293,0.000058833095,0.00033078098,0.00040597346,0.00019844985,0.0000030249391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408452,0.00016623091,0.00023805273,0.00007377016,0.000110331,0.000091743736,0.0003671771,0.000062200306,0.00012735916],"category_scores_gemma":[0.00012049204,0.00007948382,0.00008623413,0.0001846218,0.000042557283,0.00026378015,0.0008844914,0.00031912958,0.000029693672],"study_design_candidate":"not_applicable","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":[0.0033439817,0.0006643694,0.017560905,0.003918378,0.0016778308,0.0000032569985,0.061868288,0.33667478,0.002628923,0.27290896,0.034409825,0.26434052],"study_design_scores_gemma":[0.00032758585,0.00000765354,0.021433635,0.0005624217,0.00011018965,3.166836e-7,0.0040182,0.0014525241,0.0005888999,0.007990836,0.9632991,0.00020862804],"about_ca_topic_score_codex":0.12792933,"about_ca_topic_score_gemma":0.047105324,"teacher_disagreement_score":0.9288893,"about_ca_system_score_codex":0.00006764331,"about_ca_system_score_gemma":0.000051946692,"threshold_uncertainty_score":0.9702825},"labels":[],"label_agreement":null},{"id":"W4410765936","doi":"10.32920/29161073.v1","title":"Uncharted Waters: Applying the Lens of New Governance Theory to the Practice of Water Source Protection in Ontario","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Lens (geology); Corporate governance; Through-the-lens metering; Water source; Business; Political science; Water resource management; Environmental science; Engineering; Petroleum engineering; Finance","score_opus":0.037385145821220885,"score_gpt":0.2413391667903747,"score_spread":0.20395402096915383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410765936","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":[0.19814174,0.00047440905,0.16366626,0.16046521,0.0032019075,0.01846331,0.000007655909,0.00030306968,0.45527646],"genre_scores_gemma":[0.9610843,0.000013163048,0.000211341,0.0022694273,0.00025669593,0.00042539308,0.0000068005893,0.000011887808,0.03572101],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894404,0.00003583563,0.00037018466,0.00024260281,0.000251598,0.00015575127],"domain_scores_gemma":[0.99900293,0.000058833095,0.00033078098,0.00040597346,0.00019844985,0.0000030249391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408452,0.00016623091,0.00023805273,0.00007377016,0.000110331,0.000091743736,0.0003671771,0.000062200306,0.00012735916],"category_scores_gemma":[0.00012049204,0.00007948382,0.00008623413,0.0001846218,0.000042557283,0.00026378015,0.0008844914,0.00031912958,0.000029693672],"study_design_candidate":"not_applicable","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":[0.0033439817,0.0006643694,0.017560905,0.003918378,0.0016778308,0.0000032569985,0.061868288,0.33667478,0.002628923,0.27290896,0.034409825,0.26434052],"study_design_scores_gemma":[0.00032758585,0.00000765354,0.021433635,0.0005624217,0.00011018965,3.166836e-7,0.0040182,0.0014525241,0.0005888999,0.007990836,0.9632991,0.00020862804],"about_ca_topic_score_codex":0.12792933,"about_ca_topic_score_gemma":0.047105324,"teacher_disagreement_score":0.9288893,"about_ca_system_score_codex":0.00006764331,"about_ca_system_score_gemma":0.000051946692,"threshold_uncertainty_score":0.9702825},"labels":[],"label_agreement":null},{"id":"W4410785254","doi":"10.1093/9780199289011.003.0066","title":"Regulatory Bodies and Relevant Legislation","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Legislation; Business; Political science; Law","score_opus":0.04146533176560462,"score_gpt":0.21118495926172906,"score_spread":0.16971962749612443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410785254","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":[0.0000719688,0.0010207762,0.0001010443,0.00046782073,0.00027885387,0.00015426653,7.7543416e-7,0.00015638782,0.9977481],"genre_scores_gemma":[0.026519349,0.00029029802,0.000111746864,0.0008069164,0.0010009415,0.000005901168,0.000018539415,0.000039942668,0.97120637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992262,9.134856e-7,0.00021946453,0.0002688981,0.00016557807,0.000118956115],"domain_scores_gemma":[0.9994287,0.000009822933,0.00021921586,0.0002084882,0.00012759515,0.000006163479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008159606,0.00022935033,0.00023928241,0.00016529276,0.00016185493,0.00010728877,0.000076397504,0.00011255334,0.0012547345],"category_scores_gemma":[0.000008872872,0.00019488693,0.000065486165,0.00000991647,0.00012006258,0.00041351336,0.00015677142,0.00009182058,0.0006214006],"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":[0.000008653163,0.0000026066004,0.00028544478,0.00006703548,0.000037138725,0.0000016508583,0.000026490086,4.065267e-7,0.00000279078,0.9519171,0.031691603,0.01595908],"study_design_scores_gemma":[0.00009324472,0.000002771108,0.0074386178,0.00007849625,0.00004515648,7.6834976e-7,0.000012446458,0.000049124897,8.6124317e-7,0.23850559,0.7535542,0.00021869702],"about_ca_topic_score_codex":0.000040919713,"about_ca_topic_score_gemma":0.000119086006,"teacher_disagreement_score":0.7218626,"about_ca_system_score_codex":0.000011619809,"about_ca_system_score_gemma":0.000006336607,"threshold_uncertainty_score":0.9996582},"labels":[],"label_agreement":null},{"id":"W4410813586","doi":"10.1007/978-3-031-88455-9_1","title":"Shining the Spotlight: Lawyers Leading on Sustainability","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"International Game Technology (Canada)","funders":"","keywords":"Sustainability; Environmental ethics; Political science; Philosophy; Ecology; Biology","score_opus":0.025221839933868145,"score_gpt":0.24721067974382377,"score_spread":0.22198883980995562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410813586","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":[0.000037346304,0.000099207675,0.00014886682,0.011611949,0.00046563288,0.00033486504,7.758852e-7,0.00020146658,0.9870999],"genre_scores_gemma":[0.058812536,0.000013273136,0.000012798043,0.005077173,0.0008339346,0.000013549598,0.000010215597,0.000025975136,0.9352006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891144,0.000003147777,0.00025564435,0.00035480762,0.00026119838,0.00021373479],"domain_scores_gemma":[0.99906766,0.00009390027,0.0001821384,0.0004011026,0.00025011235,0.0000050559747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024655036,0.00028827417,0.00029022756,0.00017658129,0.00049573195,0.00030216566,0.00030522697,0.00010321167,0.000820769],"category_scores_gemma":[0.00008779163,0.00018693619,0.00017934981,0.00008071179,0.0001205385,0.00021257106,0.00026549358,0.0002595768,0.00053447555],"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":[0.000012966261,0.0000042720603,0.00016828872,0.00012005003,0.00004350648,0.0000027358112,0.00001782797,0.00005081667,1.13095645e-7,0.9119373,0.07466951,0.012972628],"study_design_scores_gemma":[0.00008635871,0.0000029688363,0.00063602836,0.00013708026,0.00004653455,1.2525288e-7,0.00023560137,0.0002560323,5.498224e-7,0.14298174,0.85541457,0.00020242682],"about_ca_topic_score_codex":0.000045595054,"about_ca_topic_score_gemma":0.00007727033,"teacher_disagreement_score":0.780745,"about_ca_system_score_codex":0.000104752195,"about_ca_system_score_gemma":0.000032173808,"threshold_uncertainty_score":0.89868444},"labels":[],"label_agreement":null},{"id":"W4411803594","doi":"10.2139/ssrn.5328001","title":"Control Rights or Wrongs? Active versus Index Governance","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Index (typography); Corporate governance; Political science; Control (management); Psychology; Law and economics; Law; Business; Sociology; Computer science; Economics; Management; Finance","score_opus":0.015129209324843847,"score_gpt":0.2558682320714744,"score_spread":0.24073902274663056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411803594","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":[0.15388481,0.020138968,0.077893876,0.035148684,0.035786062,0.0045126067,0.00012620799,0.0011884638,0.6713203],"genre_scores_gemma":[0.981583,0.0011111238,0.000016565518,0.000496997,0.0033138434,0.000041080715,0.000011516604,0.0000225835,0.013403314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969406,0.000024839064,0.00042912856,0.00043743616,0.00047239053,0.0016955726],"domain_scores_gemma":[0.9983833,0.000069699876,0.0008570092,0.00031037148,0.00036386467,0.000015750156],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00051532255,0.00041107877,0.000519256,0.0001782074,0.0005535698,0.00040147264,0.00069211,0.00019989122,0.00019804698],"category_scores_gemma":[0.00010750307,0.00031828086,0.00027991814,0.00028444393,0.00007435166,0.0005480113,0.0004204408,0.0029521664,0.000104271334],"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":[0.0042662425,0.000121993115,0.0013635923,0.00014116123,0.00197773,0.000016251388,0.000044428434,0.0017514816,0.000002599902,0.9263447,0.005443481,0.05852633],"study_design_scores_gemma":[0.008034772,0.00007758949,0.016695173,0.00048579878,0.0005158633,0.000018267572,0.00073724095,0.0044740406,0.0000049296145,0.6933631,0.27465063,0.00094264495],"about_ca_topic_score_codex":0.0006345654,"about_ca_topic_score_gemma":0.007266792,"teacher_disagreement_score":0.8276982,"about_ca_system_score_codex":0.0011862172,"about_ca_system_score_gemma":0.0013991578,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W4411910744","doi":"10.70088/f6ewdw12","title":"Analysis of Public Policy Processes in Multiple Streams Framework and Advocacy Coalition Framework: Is Canada's Decriminalization Policy for Drugs Reasonable?","year":2025,"lang":"en","type":"article","venue":"International Journal of Law Ethics and Social Sciences","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Decriminalization; Public administration; Public policy; Policy analysis; Political science; Public economics; Business; Economics; Law","score_opus":0.08161102986325419,"score_gpt":0.389001545532973,"score_spread":0.3073905156697188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411910744","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":[0.7964374,0.0005738235,0.013874996,0.1844916,0.0003410701,0.0001502702,0.000022548573,0.0000073702054,0.0041009425],"genre_scores_gemma":[0.9939241,0.00023459764,0.00035996543,0.0051056035,0.00034605857,0.0000031633494,0.0000051511943,0.0000020771001,0.000019303228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998987,0.000022572336,0.0003067581,0.0001111627,0.00046073532,0.00011175996],"domain_scores_gemma":[0.99763626,0.00069241296,0.00037809045,0.000025549261,0.0012588085,0.000008855334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008776298,0.00006720795,0.00018053789,0.00053701986,0.00039784034,0.00028058587,0.00019344578,0.000073247546,0.0000054619586],"category_scores_gemma":[0.0028539298,0.00005827598,0.000045338387,0.0010991507,0.00029576547,0.00043947485,0.000062355466,0.00013835775,2.1624317e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020738371,0.000027160198,0.09020872,0.00008133612,0.00013156664,3.2609316e-7,0.0024763588,0.00008637295,0.0000026428481,0.89985144,0.0000723657,0.0070409765],"study_design_scores_gemma":[0.0006564087,0.00002211613,0.24734575,0.0005383823,0.00021010332,8.254595e-7,0.019860458,0.008009535,0.000029809768,0.6985006,0.02463041,0.00019565133],"about_ca_topic_score_codex":0.14838,"about_ca_topic_score_gemma":0.117153205,"teacher_disagreement_score":0.2013509,"about_ca_system_score_codex":0.00007010646,"about_ca_system_score_gemma":0.0009675837,"threshold_uncertainty_score":0.8989564},"labels":[],"label_agreement":null},{"id":"W4411946101","doi":"10.1145/3736252.3742606","title":"The Design of Quality Disclosure Policy and the Limits to Competition","year":2025,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"Social Sciences and Humanities Research Council of Canada; National Natural Science Foundation of China","keywords":"Competition (biology); Quality (philosophy); Computer science; Business; Physics","score_opus":0.047117459399994704,"score_gpt":0.3099602999399349,"score_spread":0.2628428405399402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411946101","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":[0.03432725,0.0004060922,0.07550473,0.36278012,0.00026359828,0.0009697962,9.73761e-7,0.00008276273,0.5256647],"genre_scores_gemma":[0.9917365,0.000028156124,0.00007125122,0.0042197676,0.00012264836,0.000015962853,4.7587162e-7,0.00000171761,0.003803563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99965036,0.000021268868,0.00012394843,0.00006441656,0.00007556533,0.00006446105],"domain_scores_gemma":[0.99955475,0.00019831509,0.00004959015,0.00011061866,0.000084797386,0.000001925621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040426577,0.00004511487,0.00008155528,0.000036774585,0.00027914267,0.000102758124,0.00008978489,0.000008693531,0.000008390721],"category_scores_gemma":[0.00019298101,0.000020616239,0.000021922438,0.0002770838,0.00010789389,0.000080730984,0.00008025556,0.000019697985,0.0000097067405],"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":[0.000051269682,0.0000051243114,0.0017434886,0.000018332603,0.000012610944,1.0990189e-8,0.000027351673,0.00006525837,0.000030719813,0.99029875,0.002995186,0.0047518765],"study_design_scores_gemma":[0.00097200053,0.0000048258557,0.6304298,0.000054878947,0.000027685202,7.8480525e-8,0.001496843,0.0024512687,0.000060602913,0.24391127,0.12048926,0.00010150064],"about_ca_topic_score_codex":0.00026194658,"about_ca_topic_score_gemma":0.00013206039,"teacher_disagreement_score":0.9574092,"about_ca_system_score_codex":0.0000042707893,"about_ca_system_score_gemma":0.0000072788293,"threshold_uncertainty_score":0.21469678},"labels":[],"label_agreement":null},{"id":"W4412642329","doi":"10.6000/1929-4409.2025.14.14","title":"Rethinking Crime, Harm, and Corporate Responsibility: Lessons from the Post Office Scandal","year":2025,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Harm; Criminology; Business; Law; Political science; Sociology","score_opus":0.1105030907347157,"score_gpt":0.336291833641198,"score_spread":0.22578874290648232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412642329","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":[0.93022823,0.0012678308,0.00031867233,0.06498813,0.0011871754,0.00003834443,0.0000035918806,0.000009599785,0.0019584256],"genre_scores_gemma":[0.9868062,0.00015638884,0.00011733193,0.012254969,0.0005054911,0.000001310307,0.0000057680713,0.0000031820814,0.00014935205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993351,0.000063114894,0.00027849356,0.00013063796,0.00009418053,0.00009844769],"domain_scores_gemma":[0.99847007,0.0004841541,0.00037909817,0.00007022054,0.0005903876,0.000006045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043266712,0.00008455526,0.00018682332,0.0001275711,0.00022046351,0.00007253547,0.0002373726,0.00009396111,0.000044984863],"category_scores_gemma":[0.0005004202,0.00005905208,0.000047360838,0.00001842202,0.00064102217,0.00021952401,0.00019217786,0.00024910935,0.000004929767],"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":[0.0008646477,0.000032685373,0.05996622,0.000010346129,0.00039627042,0.000030180954,0.0012828063,0.000007281537,0.0007569024,0.91982585,0.0043038307,0.012522981],"study_design_scores_gemma":[0.0004345855,0.000011729871,0.54272056,0.000025690235,0.00005155144,0.000015500897,0.00041393362,0.00006707119,0.0000128872725,0.4481062,0.0081004035,0.00003991418],"about_ca_topic_score_codex":0.00010379733,"about_ca_topic_score_gemma":0.000018562037,"teacher_disagreement_score":0.48275432,"about_ca_system_score_codex":0.000016712585,"about_ca_system_score_gemma":0.00005323145,"threshold_uncertainty_score":0.2408074},"labels":[],"label_agreement":null},{"id":"W4413162220","doi":"10.2139/ssrn.5389292","title":"Algorithmic Empire and the New Digital Colonialism: The Legal Struggle for Technological Self-Determination in the Age of AI","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Balsillie School of International Affairs","funders":"","keywords":"Empire; Colonialism; History; Sociology; Political science; Law; Ancient history","score_opus":0.011749873919763837,"score_gpt":0.261425735287528,"score_spread":0.24967586136776415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413162220","genre_codex":"commentary","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":[0.34900457,0.018262979,0.08738847,0.51714444,0.0020054965,0.009147767,0.000048394828,0.00034035332,0.016657544],"genre_scores_gemma":[0.9971623,0.00049765536,0.000051475763,0.00077607454,0.000622538,0.00007173973,0.00001222782,0.000008243279,0.000797754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986633,0.000035879046,0.00033879263,0.00018416435,0.00023078245,0.00054708926],"domain_scores_gemma":[0.9991954,0.00015251152,0.00033407845,0.00020000483,0.00011493027,0.0000031020302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014647277,0.00017804303,0.0002688722,0.0001247254,0.0003564667,0.00062947423,0.0006600947,0.000113337475,0.000002349981],"category_scores_gemma":[0.00015216434,0.000085058884,0.00015146798,0.00023121662,0.00021321668,0.0002572191,0.00035185544,0.0015005028,8.7772787e-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":[0.00017415753,0.00006593677,0.001227701,0.000108001026,0.0001908824,0.000002689906,0.0004118691,0.00013028731,0.0000028157538,0.882785,0.0021028365,0.11279781],"study_design_scores_gemma":[0.0015146277,0.00003055567,0.0035500515,0.00009803213,0.00013141803,0.00003243136,0.0027989326,0.005863099,0.0000017674282,0.941128,0.04469934,0.0001517572],"about_ca_topic_score_codex":0.00009882535,"about_ca_topic_score_gemma":0.0006485054,"teacher_disagreement_score":0.6481577,"about_ca_system_score_codex":0.00011957277,"about_ca_system_score_gemma":0.00045847392,"threshold_uncertainty_score":0.65190214},"labels":[],"label_agreement":null},{"id":"W4413185855","doi":"10.1017/9781009662918.005","title":"The Politics of Governing Risk","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Politics; Political science; History; Law","score_opus":0.01828870749428789,"score_gpt":0.1883780943865286,"score_spread":0.17008938689224073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413185855","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":[0.00009601799,0.0002494646,0.00020477394,0.00006371279,0.00027542748,0.00017025859,0.00006217918,0.00005893588,0.99881923],"genre_scores_gemma":[0.0015088348,0.00015809352,0.00001631759,0.00010816241,0.00028133197,2.9957755e-7,0.000012804041,0.000013955045,0.9979002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992754,0.000006027787,0.00016042605,0.00019810467,0.00019786641,0.00016216448],"domain_scores_gemma":[0.9988792,0.00008435678,0.00044325442,0.00033081174,0.00025413634,0.000008241773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081108985,0.00018901468,0.00023422329,0.00009490274,0.0006149741,0.00007149876,0.00037822555,0.00009693955,0.0000028799177],"category_scores_gemma":[0.000028740618,0.00017146677,0.00016818328,0.000011977407,0.00023448099,0.00008964173,0.0005183642,0.00020612648,0.00001556549],"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":[0.00001827417,0.0000019085226,0.000046625315,0.00010038823,0.00011197249,0.000004781621,0.0000046658324,0.000004309506,9.873166e-7,0.8992783,0.098451726,0.0019761052],"study_design_scores_gemma":[0.00020203028,0.0000026825232,0.00035262122,0.00014594638,0.00022805597,1.9745777e-7,0.00007550944,0.00029634935,0.000005128963,0.0002327897,0.9982991,0.00015953764],"about_ca_topic_score_codex":0.0003469471,"about_ca_topic_score_gemma":0.000008290729,"teacher_disagreement_score":0.89984745,"about_ca_system_score_codex":0.0000538195,"about_ca_system_score_gemma":0.000033722932,"threshold_uncertainty_score":0.6992212},"labels":[],"label_agreement":null},{"id":"W4413541980","doi":"10.64628/aam.gdsdyd3ea","title":"Safety concerns are at the heart of the railway dispute as arbitration decision draws near","year":2024,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Toronto Metropolitan University; York University","funders":"","keywords":"Arbitration; Business; Dispute resolution; Law and economics; Political science; Law; Economics","score_opus":0.021560921056304076,"score_gpt":0.26642172144159226,"score_spread":0.24486080038528818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413541980","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":[0.59731704,0.001178288,0.0026989435,0.064400144,0.0023407866,0.00077292806,0.0000059344493,0.00023348855,0.33105245],"genre_scores_gemma":[0.9878436,0.000015990636,0.00003836986,0.0030141568,0.00036802737,0.0000077324785,0.0000034759216,0.000008869265,0.008699834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993201,0.000008549531,0.00018426124,0.00014858929,0.0002415483,0.00009697183],"domain_scores_gemma":[0.9995505,0.00008062088,0.00007039566,0.00022075964,0.000074103256,0.0000035870148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017176755,0.000085856285,0.00010016402,0.000020975303,0.00044067745,0.0002593138,0.00014086594,0.00002283912,0.0008222996],"category_scores_gemma":[0.00004598095,0.000040555446,0.00010664422,0.00031134087,0.00011584901,0.0002945652,0.00020204575,0.000060082384,0.00052725035],"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":[0.0001640986,0.000051361214,0.058703173,0.00021812516,0.00013110985,0.000002787812,0.00049585954,0.0020989042,0.0012269071,0.44499773,0.45916232,0.032747615],"study_design_scores_gemma":[0.00012941254,0.0000028941706,0.1956205,0.000113534814,0.000023108298,9.448315e-7,0.0002772118,0.01098116,0.00015397163,0.005754025,0.78686714,0.000076117634],"about_ca_topic_score_codex":0.00013123082,"about_ca_topic_score_gemma":0.000500891,"teacher_disagreement_score":0.4392437,"about_ca_system_score_codex":0.00002006455,"about_ca_system_score_gemma":0.000014356063,"threshold_uncertainty_score":0.90036047},"labels":[],"label_agreement":null},{"id":"W4413763717","doi":"10.1111/1911-3846.70001","title":"Big 4 offshore: Transparency arbitrage across legal and geographical boundaries","year":2025,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Danmarks Frie Forskningsfond; European Commission","keywords":"Transparency (behavior); Arbitrage; Submarine pipeline; Business; Economics; Oceanography; Geology; Finance; Political science; Law","score_opus":0.06730625072378052,"score_gpt":0.3439556882461453,"score_spread":0.2766494375223648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413763717","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":[0.7945834,0.0045641623,0.00041051817,0.016985362,0.00079449516,0.0005862355,0.0000092920645,0.00027351876,0.18179302],"genre_scores_gemma":[0.99472165,0.00004829014,0.0000303922,0.001166142,0.00071192236,0.00006330882,0.000025182087,0.00002220656,0.00321089],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764514,0.000041700812,0.00044504757,0.0005758514,0.00062519434,0.00066707656],"domain_scores_gemma":[0.99878395,0.00016071838,0.00009710335,0.0003652608,0.0005713599,0.000021622067],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019593802,0.00023375811,0.00033928955,0.0005440772,0.00251943,0.0033836686,0.00045128877,0.00011827566,0.00004272577],"category_scores_gemma":[0.00034618817,0.00021544781,0.00010172663,0.0017989333,0.0013865964,0.0014627483,0.00050955376,0.00066708267,0.000052171887],"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":[0.00024391398,0.00011525006,0.72513396,0.0006938675,0.000109636836,0.000029517032,0.00023969059,0.0000021582673,0.00030130788,0.19855063,0.052398555,0.022181544],"study_design_scores_gemma":[0.0006342457,0.00000923212,0.2929511,0.00018707204,0.0000057581196,0.0000011861039,0.0011935167,0.00040221258,0.000028924162,0.009535893,0.6948444,0.00020643124],"about_ca_topic_score_codex":0.0013416932,"about_ca_topic_score_gemma":0.00045516805,"teacher_disagreement_score":0.64244586,"about_ca_system_score_codex":0.00002172068,"about_ca_system_score_gemma":0.00020958272,"threshold_uncertainty_score":0.9987792},"labels":[],"label_agreement":null},{"id":"W4413872278","doi":"10.51594/gjabr.v3i9.157","title":"Designing intelligent compliance systems for evolving global regulatory landscapes","year":2025,"lang":"en","type":"article","venue":"Gulf Journal of Advance Business Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glycemic Index Laboratories; JDA Software (Canada); Alberta Energy","funders":"","keywords":"Compliance (psychology); Risk analysis (engineering); Business; Computer science; Psychology","score_opus":0.09333262058218775,"score_gpt":0.3753116887891958,"score_spread":0.281979068207008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413872278","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":[0.009533949,0.028001782,0.9467963,0.0028722477,0.0023449447,0.0005682178,0.0000043395057,0.000055046214,0.009823188],"genre_scores_gemma":[0.9904602,0.0006630055,0.0054103876,0.00026059605,0.0018949134,0.000053326854,0.0000047512412,0.000025376885,0.0012274362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793607,0.00003890636,0.00064862025,0.00025562642,0.0006364158,0.0004843558],"domain_scores_gemma":[0.9930074,0.00024928796,0.000415843,0.00025608527,0.0060486873,0.000022698809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014807126,0.00018293565,0.0004357678,0.00050136715,0.0005776465,0.0004935017,0.00057125103,0.000058923393,0.000021427284],"category_scores_gemma":[0.0008635214,0.00015679278,0.00011658843,0.0019043179,0.0001418523,0.0012824798,0.0002174455,0.00019450171,0.000017419354],"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":[0.0022813878,0.00054790033,0.13687333,0.0064415373,0.0006170424,0.000089816116,0.000098083125,0.08705023,0.0029325876,0.41116026,0.21700028,0.13490756],"study_design_scores_gemma":[0.0028492997,0.00006575844,0.19903055,0.006706387,0.000098572265,0.000045357698,0.0024710728,0.03364367,0.00028361205,0.12615202,0.6280033,0.0006504015],"about_ca_topic_score_codex":0.00005238049,"about_ca_topic_score_gemma":0.000024808038,"teacher_disagreement_score":0.9809263,"about_ca_system_score_codex":0.00021271629,"about_ca_system_score_gemma":0.00015569966,"threshold_uncertainty_score":0.6393824},"labels":[],"label_agreement":null},{"id":"W4414187986","doi":"10.1111/1911-3846.70002","title":"From “audit machines” to tech‐savvy auditors: Auditors' quest for professional security with respect to digital transformation","year":2025,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"Chartered Professional Accountants of Canada; Association francophone de comptabilité; Université du Québec à Trois-Rivières; Université Laval","keywords":"Audit; Digital transformation; Complementarity (molecular biology); Commercialization; Certification; Identity (music); Function (biology)","score_opus":0.03533068678442287,"score_gpt":0.3389409200111715,"score_spread":0.3036102332267486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414187986","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":[0.7820101,0.00026747416,0.008973462,0.07521468,0.0041966033,0.006022199,0.00020974503,0.0006681943,0.12243759],"genre_scores_gemma":[0.9894716,0.000001211512,0.00021185215,0.001090779,0.005466847,0.0005647767,0.00022859155,0.00003877202,0.0029255783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997387,0.00003424863,0.0004935581,0.0006479103,0.00088870875,0.0005485741],"domain_scores_gemma":[0.99776703,0.00037777066,0.00014821615,0.00040870826,0.0012555066,0.000042753523],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013259067,0.00028382035,0.0003570137,0.0008854151,0.001026714,0.0012804405,0.00058111385,0.00010980792,0.00006537162],"category_scores_gemma":[0.0008572114,0.0002339196,0.00009461641,0.0017957044,0.00010405471,0.0026359996,0.00038252524,0.00036739264,0.00031558983],"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":[0.0019782437,0.0002294291,0.046143632,0.0005673044,0.00013208819,0.0000069205735,0.0009618312,0.00006283354,0.00065879716,0.010954404,0.9250854,0.013219088],"study_design_scores_gemma":[0.0013117668,0.00006752486,0.043802336,0.0011975534,0.000013674989,3.5219483e-7,0.0022531687,0.0018824907,0.00017505903,0.016093794,0.9327555,0.00044679188],"about_ca_topic_score_codex":0.0005836966,"about_ca_topic_score_gemma":0.0002134533,"teacher_disagreement_score":0.20746154,"about_ca_system_score_codex":0.00013183095,"about_ca_system_score_gemma":0.00024926307,"threshold_uncertainty_score":0.99975634},"labels":[],"label_agreement":null},{"id":"W4414598698","doi":"10.1016/j.socscimed.2025.118626","title":"How professionals respond to disruptive effects of artificial intelligence on their jurisdiction: The role of interactive governance","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"National Major Science and Technology Projects of China; Tsinghua Initiative Scientific Research Program; Ministry of Science and Technology of the People's Republic of China; Tsinghua University; National Natural Science Foundation of China","keywords":"Corporate governance; Narrative; Order (exchange); Work (physics); Narrative review","score_opus":0.01754543954443417,"score_gpt":0.3181615204975299,"score_spread":0.3006160809530957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414598698","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":[0.85656726,0.00034632604,0.0025653713,0.07268698,0.0022114725,0.001003574,0.0000034975808,0.00003764573,0.0645779],"genre_scores_gemma":[0.99797636,0.0000046122345,0.0000049042164,0.0010762785,0.00050643715,0.000026599882,4.257976e-7,0.0000026268278,0.00040177713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902403,0.000018863237,0.00018173068,0.00018989891,0.000441916,0.00014352986],"domain_scores_gemma":[0.9990724,0.00021213897,0.000241777,0.00011748646,0.00034860632,0.0000075994762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004688391,0.000090857015,0.00018998056,0.000119510674,0.0004069503,0.000031266354,0.00032715968,0.000020336262,0.000016071346],"category_scores_gemma":[0.00082266546,0.00005115151,0.000039158425,0.0016261435,0.00083347084,0.0002996578,0.0001282319,0.00008815005,0.0000038198864],"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":[0.0002887748,0.00010412785,0.0014419425,0.000067177556,0.000023329321,4.9212383e-7,0.012864769,0.000008771457,0.019752795,0.67459685,0.0013805593,0.2894704],"study_design_scores_gemma":[0.00043871815,0.00027370566,0.4745815,0.003017507,0.00009415422,2.5410125e-7,0.12181702,0.0014626859,0.08822806,0.2631186,0.04661322,0.00035456035],"about_ca_topic_score_codex":0.00005283813,"about_ca_topic_score_gemma":0.000019176056,"teacher_disagreement_score":0.47313955,"about_ca_system_score_codex":0.000044981716,"about_ca_system_score_gemma":0.00004690218,"threshold_uncertainty_score":0.3129974},"labels":[],"label_agreement":null},{"id":"W4414858886","doi":"10.56793/pcra2213265","title":"A Proposed Framework for Enhancing the Procedures and Conditions for Filing an Annulment Lawsuit Based on Abuse of Power in Mauritania in Light of Contemporary Trends","year":2025,"lang":"en","type":"article","venue":"Journal of the Arabian Peninsula Center for Educational and Humanity Researches","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Annulment; Lawsuit; Enforcement; Discretion; Judicial review; Power (physics); Grievance; Law enforcement","score_opus":0.04927550166479794,"score_gpt":0.34263076962058664,"score_spread":0.2933552679557887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414858886","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":[0.97895926,0.00022407583,0.00016278822,0.018793073,0.00011483529,0.00075896835,0.000047991292,0.0000017746818,0.0009372576],"genre_scores_gemma":[0.9989573,0.0000051722895,0.00030478815,0.0003215744,0.000092854636,0.0000550047,0.000011401375,0.0000052093615,0.00024668945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99929136,0.000022719234,0.00033960474,0.00009624259,0.00014631393,0.00010376802],"domain_scores_gemma":[0.99900776,0.00035219913,0.00024621093,0.000085807675,0.00029883021,0.000009182595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062664493,0.000070900576,0.00016346258,0.00028614898,0.00021189594,0.00007259101,0.00016760577,0.000023597875,0.000007956946],"category_scores_gemma":[0.0003546095,0.000044608787,0.00007441212,0.00015999265,0.00010909851,0.00022762328,0.000028230217,0.000094065144,3.4018356e-8],"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":[0.0047532544,0.0038326492,0.24631551,0.003653328,0.00022913373,4.3299792e-7,0.008106259,0.00032895737,0.0035367217,0.7175239,0.010693035,0.0010268243],"study_design_scores_gemma":[0.002643197,0.00021106373,0.77480096,0.001820791,0.000029401455,9.700365e-7,0.0046292525,0.002281485,0.00084923225,0.20820402,0.004420165,0.00010949455],"about_ca_topic_score_codex":0.000016573178,"about_ca_topic_score_gemma":0.00034774296,"teacher_disagreement_score":0.5284854,"about_ca_system_score_codex":0.000026773421,"about_ca_system_score_gemma":0.00012027424,"threshold_uncertainty_score":0.18190935},"labels":[],"label_agreement":null},{"id":"W4415127038","doi":"10.1080/23311886.2025.2568185","title":"A Systems Thinking Framework for Assessing and Enhancing Jordan’s Progress Towards SDG 16.1","year":2025,"lang":"en","type":"article","venue":"Cogent Social Sciences","topic":"Regulation and Compliance Studies","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":"Environment and Climate Change Canada","funders":"","keywords":"Sociotechnical system; Leverage (statistics); Causal loop diagram; Cybercrime; Unemployment; Socioeconomic status; Property crime; Descriptive statistics; Competence (human resources)","score_opus":0.05768678946538505,"score_gpt":0.35582755023065393,"score_spread":0.29814076076526885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415127038","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":[0.41557133,0.0077143805,0.46847528,0.029294213,0.006023414,0.0017197654,0.0000026276016,0.00044650424,0.070752464],"genre_scores_gemma":[0.99707234,0.000008211565,0.0010689293,0.00086734764,0.0007241084,0.00007038284,9.59527e-7,0.0000044272565,0.00018331608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990869,0.000009145377,0.00017345806,0.0002460795,0.00024786041,0.00023653565],"domain_scores_gemma":[0.999624,0.000056928213,0.000146763,0.000044997778,0.00012209544,0.0000052059527],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00060872006,0.000100335405,0.00016477657,0.000097832475,0.002169082,0.0014219837,0.00018587396,0.00004525393,0.000009540993],"category_scores_gemma":[0.00010219938,0.00008366172,0.00004905064,0.000499288,0.00034555496,0.0004741365,0.00015163321,0.00004916078,0.000003498737],"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":[0.0000055686096,0.000017796676,0.014540413,0.0002913638,0.000024323936,3.6134938e-7,0.00038473806,0.000019312543,0.000019882458,0.90776443,0.0017405114,0.075191304],"study_design_scores_gemma":[0.0006828601,0.000020342637,0.09266036,0.0016193102,0.00016867387,8.377097e-7,0.042153485,0.010433162,0.00014481011,0.6701527,0.1812352,0.0007282226],"about_ca_topic_score_codex":0.00009762175,"about_ca_topic_score_gemma":0.000030857198,"teacher_disagreement_score":0.581501,"about_ca_system_score_codex":0.000041855816,"about_ca_system_score_gemma":0.000041344916,"threshold_uncertainty_score":0.99961466},"labels":[],"label_agreement":null},{"id":"W4415402975","doi":"10.1093/9780198953067.003.0004","title":"Deny or greenwash?","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","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":"Greenwashing; Process (computing); Perception; Sociology of scientific knowledge; Conceptual framework; Credibility; Climate science","score_opus":0.04223105547799641,"score_gpt":0.23963484870157647,"score_spread":0.19740379322358007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415402975","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":[0.0000016766193,0.00019042708,0.00035703825,0.0014341134,0.0005140109,0.00016482458,0.0000015942924,0.00019826363,0.997138],"genre_scores_gemma":[0.00040646474,0.000056365498,0.00013679365,0.0043268865,0.0014586292,0.000007674349,0.000021913886,0.000021955264,0.9935633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999231,5.0805994e-7,0.00020771497,0.00025020755,0.00017863345,0.00013197509],"domain_scores_gemma":[0.99945766,0.000018461351,0.00013084264,0.00023486579,0.00015405018,0.0000041368025],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004422314,0.00023075519,0.00026200496,0.00020121863,0.00014200351,0.00015226133,0.00018866586,0.00010513745,0.009667221],"category_scores_gemma":[0.00001581156,0.00016801155,0.00011378615,0.00005367873,0.000043796077,0.00019813927,0.0002478415,0.00010119584,0.0028581559],"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":[0.000009895578,0.0000024043884,0.00006366616,0.000090146146,0.00003916467,0.0000045406723,8.55287e-7,6.1292246e-7,1.4872154e-7,0.66357976,0.3189686,0.01724017],"study_design_scores_gemma":[0.00012539038,0.0000018264715,0.0004320703,0.00014485518,0.000053149703,3.6034396e-7,0.000011643967,0.000106938525,2.3408981e-7,0.050511725,0.9483972,0.00021457263],"about_ca_topic_score_codex":0.000034500394,"about_ca_topic_score_gemma":0.0003095713,"teacher_disagreement_score":0.6294286,"about_ca_system_score_codex":0.00001612702,"about_ca_system_score_gemma":0.00002039066,"threshold_uncertainty_score":0.99791825},"labels":[],"label_agreement":null},{"id":"W4415490190","doi":"10.54647/management630174","title":"WHAT WORKPLACE PROTECTIONS DO EMPLOYEES HAVE IN US ORGANIZATIONS? A MODERN-DAY ANALYSIS OF DISTRIBUTIVE AND PROCEDURAL JUSTICE SYSTEMS AS A METHOD OF EMPLOYEE EQUITY AND POWER","year":2019,"lang":"en","type":"article","venue":"SCIREA Journal of Management","topic":"Regulation and Compliance Studies","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":"Canadian Women's Health Network","funders":"","keywords":"Distributive justice; Procedural justice; Equity (law); Distributive property; Sample (material); Economic Justice; Work (physics); Field (mathematics)","score_opus":0.017202602777214696,"score_gpt":0.2951594680881004,"score_spread":0.2779568653108857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415490190","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":[0.97337204,0.0010445607,0.02101293,0.0009533966,0.000313031,0.00080909376,0.0000047202793,0.000012955804,0.0024772985],"genre_scores_gemma":[0.99901736,0.00017138393,0.00042729313,0.00007533828,0.0000358418,0.000010682627,0.000002493555,0.0000096942385,0.00024992082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986693,0.000044834178,0.0005457444,0.00019321487,0.00039611792,0.00015079085],"domain_scores_gemma":[0.9984935,0.00006100615,0.0006959425,0.00014815366,0.0005843772,0.00001702199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009171585,0.00013837183,0.00046551912,0.0007174742,0.00009097219,0.00028566903,0.00015727554,0.000033167675,0.0000307566],"category_scores_gemma":[0.00011118806,0.00011495735,0.000068296926,0.001443458,0.00006780811,0.0010145898,0.00037824333,0.00008608107,0.0000018674447],"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":[0.0005156025,0.00053875375,0.8862103,0.0036572083,0.005023899,0.000024663354,0.003255665,0.052602842,0.0004442137,0.032174814,0.00078276114,0.014769235],"study_design_scores_gemma":[0.0013026576,0.00009459824,0.9592529,0.0010381605,0.0025106731,0.000009208656,0.017950946,0.012553338,0.000034053588,0.004360275,0.00064279564,0.00025038567],"about_ca_topic_score_codex":0.000087070104,"about_ca_topic_score_gemma":0.00006843852,"teacher_disagreement_score":0.073042564,"about_ca_system_score_codex":0.000048229955,"about_ca_system_score_gemma":0.000017081806,"threshold_uncertainty_score":0.46878248},"labels":[],"label_agreement":null},{"id":"W4415643420","doi":"10.1111/rego.70084","title":"Managing Complaint Mechanisms for Regulatory Enforcement: Evidence From Human Rights Institutions During the <scp>COVID</scp> ‐19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Complaint; Enforcement; Beneficiary; Intermediary; Sanctions; Human rights; Process (computing)","score_opus":0.049554647329216134,"score_gpt":0.2854569591720939,"score_spread":0.23590231184287777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415643420","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":[0.6162477,0.0016306251,0.34610268,0.0021962726,0.0015470717,0.0022856416,0.00003581855,0.0007043042,0.029249864],"genre_scores_gemma":[0.9911846,0.00003003171,0.00042025023,0.000844113,0.00050147943,0.00018646491,0.000049291455,0.00001678427,0.0067670206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998254,0.00001807558,0.0004915262,0.00048475072,0.0004161161,0.00033554586],"domain_scores_gemma":[0.99838424,0.00020521175,0.00066800276,0.0005317415,0.0001911965,0.000019596519],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003421271,0.00025998798,0.0002586009,0.00011338955,0.0027914785,0.00030141647,0.00045354976,0.00007388633,0.00008713618],"category_scores_gemma":[0.00017991012,0.00021656461,0.00015051471,0.000500641,0.00015890089,0.0010829127,0.00023689531,0.00012219978,0.000044764478],"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":[0.000015050668,0.000020393303,0.014752227,0.00016992586,0.00007475017,9.352917e-7,0.00012959437,0.011787044,0.0024454093,0.9649107,0.005057473,0.0006365217],"study_design_scores_gemma":[0.0007699387,0.000004402657,0.5112028,0.00049650716,0.00008183369,9.338965e-7,0.00013198558,0.0160033,0.00013966106,0.23567526,0.23537111,0.00012224926],"about_ca_topic_score_codex":0.0009784353,"about_ca_topic_score_gemma":0.0012907924,"teacher_disagreement_score":0.7292354,"about_ca_system_score_codex":0.00034019098,"about_ca_system_score_gemma":0.000040101084,"threshold_uncertainty_score":0.9985067},"labels":[],"label_agreement":null},{"id":"W4415973050","doi":"10.1016/j.ejor.2025.10.045","title":"Environmental standards: Examining a regulator’s strategy for setting a deadline","year":2025,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Key (lock); Production (economics); Scheduling (production processes)","score_opus":0.11071732136658825,"score_gpt":0.37036728223540843,"score_spread":0.2596499608688202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415973050","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":[0.8557114,0.0013144646,0.021316998,0.0071100895,0.00051540806,0.0006177092,0.00002773482,0.000030715506,0.11335549],"genre_scores_gemma":[0.9957785,0.00001585881,0.00095125067,0.00041354165,0.0011645567,0.000004571879,0.000009077443,0.000015263864,0.001647405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983847,0.00009694999,0.00042487777,0.00014175325,0.00074428355,0.00020744825],"domain_scores_gemma":[0.9988809,0.00014616146,0.00013918529,0.00009436183,0.00072459655,0.000014754453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048887976,0.00008953094,0.00013642553,0.00035120908,0.0005301424,0.0004323784,0.00024237475,0.000012394504,0.00021331824],"category_scores_gemma":[0.0005559805,0.00007535299,0.000062172636,0.00024124506,0.00009534733,0.0005566361,0.00013769923,0.00019863999,0.000021714299],"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":[0.0016751963,0.00048153472,0.046290144,0.00044919713,0.00056817237,0.00018524595,0.00041984871,0.016408464,0.026386194,0.22446887,0.37281013,0.309857],"study_design_scores_gemma":[0.0028514266,0.00018695736,0.42380068,0.00039178654,0.000030944553,0.000012289585,0.0019328546,0.010263228,0.00019227805,0.0033541354,0.5567633,0.00022014536],"about_ca_topic_score_codex":0.0000020508478,"about_ca_topic_score_gemma":0.0000022845004,"teacher_disagreement_score":0.37751052,"about_ca_system_score_codex":0.00009212279,"about_ca_system_score_gemma":0.00013773877,"threshold_uncertainty_score":0.41694352},"labels":[],"label_agreement":null},{"id":"W4415999602","doi":"10.5465/amproc.2025.19099poster","title":"Regulatory Co-Creation and Institutional Uncertainty: Entrepreneurial Agency in Emerging Industries","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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":"Carleton University","funders":"","keywords":"Leverage (statistics); Agency (philosophy); Context (archaeology); Entrepreneurship; Process (computing); Institutional theory; Work (physics); Regulatory agency","score_opus":0.019082438943535954,"score_gpt":0.2817286782776867,"score_spread":0.26264623933415077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415999602","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":[0.8475434,0.0001962652,0.000067190704,0.0043624174,0.00010276117,0.00036853115,6.1063224e-7,0.000066660694,0.14729212],"genre_scores_gemma":[0.997541,0.0001431669,0.00008079336,0.00083600625,0.0001638751,0.00004108185,0.0000057267744,0.0000058184005,0.0011825396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896723,0.0000024245423,0.00033710484,0.00028694025,0.00023388458,0.00017240676],"domain_scores_gemma":[0.9997156,0.000010952031,0.00017617922,0.000038901766,0.000051884697,0.000006471558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027861417,0.00013898086,0.00017984562,0.0005725756,0.0001709366,0.000084647145,0.00015502439,0.00007119423,0.000029322337],"category_scores_gemma":[0.000044069995,0.00014296533,0.000028610368,0.0007118973,0.00015792547,0.0008726678,0.00021883032,0.00011722502,0.0000059888816],"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":[0.00008007439,0.000042144435,0.1765107,0.0005961106,0.000066909895,7.382629e-7,0.00011138894,0.00025715758,0.00021700222,0.72836715,0.00956281,0.08418778],"study_design_scores_gemma":[0.0010302595,0.0000035929706,0.8213645,0.00034368664,0.000058435427,2.7958848e-7,0.00065723597,0.0015953186,0.00021200899,0.018764094,0.15579985,0.00017073147],"about_ca_topic_score_codex":0.00002685208,"about_ca_topic_score_gemma":0.0000016183822,"teacher_disagreement_score":0.7096031,"about_ca_system_score_codex":0.000037367943,"about_ca_system_score_gemma":0.000007923737,"threshold_uncertainty_score":0.5829957},"labels":[],"label_agreement":null},{"id":"W4416006035","doi":"10.5465/amproc.2025.267bp","title":"Negotiating with Environmental Activists in the Shadow of Regulation","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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; Trent University","funders":"","keywords":"Negotiation; Regulatory state; Shadow (psychology); Context (archaeology); Discretion; Flexibility (engineering); Environmental regulation; Regulatory focus theory","score_opus":0.012199569818100971,"score_gpt":0.22640076475163864,"score_spread":0.21420119493353768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416006035","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":[0.8308522,0.000101454294,0.00020301955,0.0036214576,0.000029290783,0.00058442913,3.1260777e-7,0.000027037902,0.16458079],"genre_scores_gemma":[0.9985111,0.00002538818,0.00017801169,0.00067525986,0.000048724894,0.00003602957,0.0000018537805,0.0000060971174,0.00051755947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991593,0.0000024740402,0.00025590218,0.00017588286,0.00027519336,0.00013128167],"domain_scores_gemma":[0.99964005,0.00001678215,0.00027731198,0.000047923262,0.000015833783,0.0000021139576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286824,0.00010738751,0.0001464502,0.00025041582,0.000078062934,0.00005056392,0.00025157488,0.000030574512,0.0000145459735],"category_scores_gemma":[0.000008312905,0.00007798228,0.000029035682,0.0005472702,0.00008627136,0.0006037233,0.00013668698,0.00008563192,0.0000036478864],"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":[0.00013724717,0.00015966812,0.26183164,0.0011105649,0.00011852102,4.1269337e-7,0.00040008023,0.0004461557,0.00083926873,0.70570296,0.005860028,0.023393469],"study_design_scores_gemma":[0.00052987057,0.000007114229,0.97610426,0.00020804156,0.000056664194,1.9784447e-7,0.003645545,0.0020038174,0.00015514983,0.007659838,0.009538895,0.000090595146],"about_ca_topic_score_codex":0.000017248021,"about_ca_topic_score_gemma":8.0602786e-7,"teacher_disagreement_score":0.7142726,"about_ca_system_score_codex":0.00001725353,"about_ca_system_score_gemma":0.000001363536,"threshold_uncertainty_score":0.3180025},"labels":[],"label_agreement":null},{"id":"W4416006288","doi":"10.5465/amproc.2025.24502abstract","title":"The Varying Influence of Environmental Regulatory Sanctions on Corporate Sustainability","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","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":"Concordia University","funders":"","keywords":"Sanctions; Sustainability; Salience (neuroscience); Perception; Corporate sustainability; Panel data; Power (physics)","score_opus":0.01591622210921478,"score_gpt":0.2379494439780455,"score_spread":0.2220332218688307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416006288","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":[0.94479865,0.00011259903,0.000025391295,0.0048956573,0.00006124173,0.000524587,7.754498e-7,0.00005257934,0.049528547],"genre_scores_gemma":[0.9966229,0.00008981406,0.000035286015,0.00089068507,0.000050202514,0.000050765175,7.2344983e-7,0.0000074167333,0.0022521776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890107,0.0000029978387,0.00037623523,0.00024405302,0.00028527668,0.00019038885],"domain_scores_gemma":[0.99930495,0.000032757333,0.00048664055,0.00009863398,0.00007123052,0.0000058108326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040475756,0.00013666021,0.00016363965,0.00019973339,0.0003766744,0.000053233147,0.00033462394,0.000042813284,0.000012069985],"category_scores_gemma":[0.00004776535,0.000109780754,0.000068028916,0.0004980718,0.00031308422,0.0005300315,0.00033556548,0.000116870615,0.000009883884],"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":[0.00011966739,0.000094482406,0.05683233,0.0008491593,0.0001334859,1.9202281e-7,0.000036582896,0.0006790177,0.0005251039,0.91237533,0.007925815,0.020428834],"study_design_scores_gemma":[0.00032023122,0.000007926388,0.86379445,0.00012254392,0.00006630993,7.518316e-8,0.0009628447,0.000276658,0.00037060335,0.086986765,0.04698581,0.00010580537],"about_ca_topic_score_codex":0.000004591959,"about_ca_topic_score_gemma":1.8447562e-7,"teacher_disagreement_score":0.82538855,"about_ca_system_score_codex":0.00006147541,"about_ca_system_score_gemma":0.0000048164284,"threshold_uncertainty_score":0.4476729},"labels":[],"label_agreement":null},{"id":"W4416290364","doi":"10.29173/alr2804","title":"The Decline and Fall of the Due Diligence Defence?","year":2025,"lang":"","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Due diligence; Diligence; Realm; Enforcement; Jurisprudence; Law enforcement","score_opus":0.015306113308059657,"score_gpt":0.261028392944858,"score_spread":0.24572227963679838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416290364","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035350404,0.7283112,0.000030139709,0.09416235,0.0009303843,0.001149937,8.6641916e-7,0.000009278454,0.17187083],"genre_scores_gemma":[0.7254101,0.24095014,0.0000088644665,0.024148064,0.00011267902,0.00004592223,0.0000012525596,0.000009807162,0.009313151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985302,0.000052055177,0.00066804566,0.00028763805,0.00022283458,0.00023919679],"domain_scores_gemma":[0.99817187,0.00046731526,0.00043502898,0.0006621019,0.00025462057,0.000009040698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051293516,0.00022474438,0.00046128305,0.000017177086,0.0009569271,0.00019267836,0.00065302587,0.000038732822,0.000072372764],"category_scores_gemma":[0.0005527451,0.000117326555,0.00020227926,0.0007804033,0.0005834169,0.00026153668,0.0010019356,0.00011766805,0.000059153164],"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":[0.000008231327,0.000031547967,0.016825626,0.0076300106,0.00011039431,2.9682644e-7,0.000024776158,0.0000020531313,0.0000027233966,0.91399616,0.012689526,0.048678678],"study_design_scores_gemma":[0.00011692979,0.0000030213243,0.034386862,0.00920347,0.0003729652,9.349629e-7,0.000036650777,0.00017653065,0.0000061230385,0.007813004,0.94775474,0.00012875316],"about_ca_topic_score_codex":0.0030029994,"about_ca_topic_score_gemma":0.011618655,"teacher_disagreement_score":0.9350652,"about_ca_system_score_codex":0.00000928753,"about_ca_system_score_gemma":0.00003106343,"threshold_uncertainty_score":0.73600066},"labels":[],"label_agreement":null},{"id":"W4416384873","doi":"10.1111/risa.70152","title":"Climate Mitigation Innovations From National Legislation Under Risk Conditions","year":2025,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"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":"National Social Science Fund of China; Fundamental Research Funds for the Central Universities; Federation for the Humanities and Social Sciences","keywords":"Legislation; Risk management; Climate change; Legislature; Climate change mitigation; Political risk; Developing country; Globe","score_opus":0.014628579653823238,"score_gpt":0.273125607044152,"score_spread":0.25849702739032876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416384873","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":[0.7538472,0.00015369264,0.12975435,0.0034825285,0.00033469003,0.00023523488,0.00030095308,0.00027208458,0.11161926],"genre_scores_gemma":[0.9965607,0.00006737085,0.00040988726,0.00072981167,0.00028570904,0.00003600749,0.0014748701,0.0000062024674,0.0004294591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898475,0.000022681399,0.0003347336,0.0002532881,0.00026957816,0.00013496976],"domain_scores_gemma":[0.9987396,0.0000982103,0.00037322837,0.00017358777,0.0006101119,0.000005271711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024453443,0.000117887386,0.00018571307,0.0009289467,0.00080839795,0.00024061395,0.00009940599,0.000047930684,0.00051255786],"category_scores_gemma":[0.00015874258,0.00011833996,0.00016924678,0.0039370316,0.000055925106,0.000671001,0.000059152266,0.00009786892,0.00027845794],"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":[0.0000066144125,0.000044310236,0.6073577,0.000005339745,0.0010775713,1.5119527e-7,0.000021110847,0.038766034,0.000042316355,0.3444965,0.006520455,0.001661912],"study_design_scores_gemma":[0.0001965869,5.28632e-7,0.73623145,0.000008659427,0.0011906031,1.2197782e-8,0.0001858686,0.1061094,0.0000073695533,0.15121005,0.0047635804,0.00009587768],"about_ca_topic_score_codex":0.0010860264,"about_ca_topic_score_gemma":0.001288736,"teacher_disagreement_score":0.24271348,"about_ca_system_score_codex":0.000054116394,"about_ca_system_score_gemma":0.00001773519,"threshold_uncertainty_score":0.6217625},"labels":[],"label_agreement":null},{"id":"W4416756081","doi":"10.1016/j.socscimed.2025.118759","title":"Competitive interdependence: A critical political economy of regulation during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Capitalism; Product (mathematics); Competition (biology); Politics; Public health; Democracy; Pandemic","score_opus":0.040073066241187796,"score_gpt":0.35719600537396057,"score_spread":0.3171229391327728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416756081","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":[0.11181623,0.000075280135,0.0020422116,0.13538788,0.0005744823,0.00025620378,0.0000010447837,0.00007879839,0.7497679],"genre_scores_gemma":[0.99007994,8.459288e-7,0.000003523644,0.009047124,0.00066147174,0.000010732295,0.000001041614,0.0000022628506,0.00019303964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904203,0.0000141264045,0.00022693246,0.00019400119,0.00027472878,0.00024820387],"domain_scores_gemma":[0.9993932,0.00014521512,0.00008144775,0.00009759709,0.00026181576,0.000020694253],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068691827,0.00007751425,0.00016388264,0.0001576976,0.0008069906,0.000051037747,0.00028123564,0.000026850745,0.00018581384],"category_scores_gemma":[0.0011174519,0.00005221195,0.0000357123,0.0007626478,0.0031512063,0.00035927954,0.0001402483,0.000088987166,0.0000068001536],"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":[0.000013339665,0.000008760435,0.03722305,0.00006757092,0.0000041720227,4.0848727e-7,0.0004579119,0.0000010146122,0.00046155244,0.9608765,0.0005344745,0.0003512237],"study_design_scores_gemma":[0.00069465,0.000009717624,0.4556065,0.00011395873,0.000043408203,0.000002606813,0.011810844,0.00052687194,0.00003780793,0.49712008,0.03391253,0.000121025914],"about_ca_topic_score_codex":0.00015221795,"about_ca_topic_score_gemma":0.00004299895,"teacher_disagreement_score":0.8782637,"about_ca_system_score_codex":0.00014836113,"about_ca_system_score_gemma":0.0001061185,"threshold_uncertainty_score":0.99956167},"labels":[],"label_agreement":null},{"id":"W4416878284","doi":"10.4000/1597r","title":"Bonnes pratiques et lancement d’alerte : le cas de la législation québécoise","year":2025,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moral philosophy; Intellectualism; Applied philosophy","score_opus":0.010418846173644128,"score_gpt":0.2703698530271604,"score_spread":0.25995100685351624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416878284","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":[0.018806886,0.008795594,0.01720296,0.4007493,0.0010139308,0.00061499816,0.0000060239095,0.00029199515,0.5525183],"genre_scores_gemma":[0.88843155,0.001791256,0.0012169572,0.06612013,0.0007764229,0.00026718638,0.000058006324,0.00004030667,0.041298173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983755,0.00023697989,0.00043277006,0.00038334742,0.00016320981,0.0004082098],"domain_scores_gemma":[0.9986503,0.00021548133,0.00026795667,0.00030434906,0.00053879205,0.00002312499],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00137247,0.00029547792,0.00031184423,0.00029911337,0.00033246257,0.0009895316,0.00024484587,0.00029114008,0.000119872835],"category_scores_gemma":[0.00052481185,0.00031525266,0.00012368031,0.0005984708,0.00018787761,0.0019838742,0.00022315177,0.0003986795,0.000058933612],"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":[0.000029201221,0.00016671851,0.027763385,0.00056734844,0.00009056691,0.000009240523,0.0004132154,0.00029645776,0.00008933633,0.89330995,0.07255115,0.0047134263],"study_design_scores_gemma":[0.00044266775,0.000009173481,0.103473805,0.00047911485,0.00004557853,0.000002913039,0.00051093346,0.003847857,0.00015252536,0.1283422,0.7624313,0.000261912],"about_ca_topic_score_codex":0.01172151,"about_ca_topic_score_gemma":0.01936741,"teacher_disagreement_score":0.8696247,"about_ca_system_score_codex":0.00021298644,"about_ca_system_score_gemma":0.00066239294,"threshold_uncertainty_score":0.99992996},"labels":[],"label_agreement":null},{"id":"W4416879744","doi":"10.37665/clcayey16467","title":"Does the Industry Need Standard Bare Board Cleanliness Requirements?","year":2014,"lang":"","type":"article","venue":"Cleaning and Coating Conference","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Lockheed Martin (Canada)","funders":"","keywords":"Production (economics); Work (physics); Standardization; Quality (philosophy); Purchasing","score_opus":0.03621547164575811,"score_gpt":0.2631739829557189,"score_spread":0.2269585113099608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416879744","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":[0.9097539,0.00040140745,0.006755566,0.01899398,0.0027888939,0.0006363528,0.00001043833,0.00032998426,0.06032946],"genre_scores_gemma":[0.9933236,0.00009065441,0.00015124812,0.002378213,0.001848409,0.000022899221,0.00000950535,0.000044710276,0.0021307266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733895,0.000099593155,0.0006863188,0.0006999318,0.00055586506,0.0006193125],"domain_scores_gemma":[0.9979882,0.00021286451,0.0004743254,0.0005355318,0.00074001384,0.000049067366],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010226937,0.0004891656,0.00053555,0.000112241825,0.0021444473,0.0021448862,0.0005402907,0.00024252724,0.00040688645],"category_scores_gemma":[0.00069855474,0.00029543092,0.000101735604,0.00045918758,0.00052445673,0.00082940777,0.0007209035,0.0007767393,0.00006783796],"study_design_candidate":"design_other","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":[0.00030480974,0.00008938472,0.26689762,0.0012652009,0.0002486946,0.00000697932,0.0027836526,0.0002585206,0.000857016,0.13096815,0.008956752,0.58736324],"study_design_scores_gemma":[0.005068383,0.00029286902,0.25909537,0.007328821,0.0008232751,0.0000073343826,0.10615015,0.18125725,0.000507907,0.0290129,0.4072561,0.0031996367],"about_ca_topic_score_codex":0.00018656412,"about_ca_topic_score_gemma":0.000116676514,"teacher_disagreement_score":0.5841636,"about_ca_system_score_codex":0.000033294822,"about_ca_system_score_gemma":0.00005928859,"threshold_uncertainty_score":0.99994975},"labels":[],"label_agreement":null},{"id":"W4938301","doi":"","title":"Public Participation, Federalism and Environmental Law","year":2009,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Environmental law; Public participation; Public interest; Public economics; Lease; Business; Public policy; Political science; Economics; Public administration; Law and economics; Law","score_opus":0.03197913067108621,"score_gpt":0.2384523138231819,"score_spread":0.2064731831520957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4938301","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":[0.7306548,0.00064549403,0.00014735879,0.01862099,0.00030179543,0.00030280033,0.0000036714318,0.0002581919,0.24906489],"genre_scores_gemma":[0.98290014,0.000014673586,0.00008186961,0.015423658,0.0005498938,0.000014870863,0.000030190866,0.000009505323,0.0009752056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917835,0.0000079766405,0.00018011639,0.00021963398,0.00017975252,0.00023416986],"domain_scores_gemma":[0.99969393,0.00000893172,0.000080610436,0.00016248363,0.000025895111,0.00002816037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009900379,0.0001313233,0.00013282383,0.000035297104,0.00052919233,0.0005543964,0.00009549748,0.0000361861,0.00043076347],"category_scores_gemma":[0.000016347718,0.00012286885,0.00003823618,0.00009545228,0.00010095065,0.0011980198,0.00006534994,0.000072374154,0.00042470294],"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":[0.000009033736,0.000068313384,0.016083669,0.000011383991,0.00001495903,0.000002775495,0.000025533773,0.000011908795,0.00029227082,0.973411,0.0064158137,0.0036532995],"study_design_scores_gemma":[0.000652804,0.000014671345,0.28146493,0.000016308408,0.000022560092,0.000001583384,0.00013242134,0.00061076065,0.00005576636,0.045212675,0.6715299,0.00028562403],"about_ca_topic_score_codex":0.00018858374,"about_ca_topic_score_gemma":0.00034412954,"teacher_disagreement_score":0.92819834,"about_ca_system_score_codex":0.000018601244,"about_ca_system_score_gemma":0.0000030305407,"threshold_uncertainty_score":0.5458839},"labels":[],"label_agreement":null},{"id":"W5335809","doi":"10.1021/bi00869a022","title":"Reflection on reforms: developing criminal accountability for industrial deaths","year":2004,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"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":"Accountability; Reflection (computer programming); Political science; Criminology; Law; Sociology; Computer science","score_opus":0.19106958124792944,"score_gpt":0.33812373498807197,"score_spread":0.14705415374014252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W5335809","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":[0.7865829,0.000012267437,0.026443467,0.0065269656,0.0014351148,0.00084836484,0.00000127119,0.00039166902,0.17775796],"genre_scores_gemma":[0.9940202,0.0000017997893,0.0015103007,0.0024825523,0.0015838436,0.000065382235,0.000012137123,0.000011402207,0.00031237886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924505,0.0000018554958,0.00020454079,0.00021715212,0.00014789168,0.00018348635],"domain_scores_gemma":[0.9996042,0.00001683248,0.00009109035,0.00012200917,0.0001608938,0.000004940198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020216672,0.0001165386,0.00012049453,0.00010133942,0.00033652937,0.00015109274,0.00008941897,0.000056352423,0.000048319947],"category_scores_gemma":[0.00010056255,0.00008916058,0.00005909873,0.00022838594,0.00002618653,0.0005965221,0.00004372275,0.00006446042,0.000098052034],"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":[0.0006661471,0.00014627901,0.007133461,0.00018410165,0.000051205763,8.004931e-7,0.00017273115,0.0006148005,0.00023916701,0.9173487,0.0051761554,0.068266496],"study_design_scores_gemma":[0.008710952,0.00018287584,0.13793297,0.000352268,0.00015248204,0.0000040527802,0.0056164493,0.00082262146,0.003152085,0.30334774,0.5383908,0.0013346656],"about_ca_topic_score_codex":0.0002470613,"about_ca_topic_score_gemma":0.00024683742,"teacher_disagreement_score":0.6140009,"about_ca_system_score_codex":0.00016899472,"about_ca_system_score_gemma":0.00003197569,"threshold_uncertainty_score":0.3635863},"labels":[],"label_agreement":null},{"id":"W573833060","doi":"","title":"Canadian business compliance manual","year":2010,"lang":"en","type":"book","venue":"Canadian Institute of Chartered Accountants eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Business; Computer science; Psychology; Social psychology","score_opus":0.035178315947387,"score_gpt":0.23389386446752725,"score_spread":0.19871554852014026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W573833060","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":[0.00212086,0.00012342307,0.000011035822,0.001070211,0.006049009,0.0007972982,0.0005756817,0.000101348116,0.9891511],"genre_scores_gemma":[0.1506324,0.000023489138,0.00012660597,0.009155077,0.006754294,0.00009467017,0.0011458624,0.0002513139,0.83181626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692655,0.0000043801997,0.00076777156,0.00073855073,0.0005144013,0.0010483282],"domain_scores_gemma":[0.9969606,0.000011756977,0.0006594319,0.0009303251,0.0011899163,0.00024797526],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018187285,0.0007738594,0.0009417617,0.0017416276,0.00071846833,0.0004892842,0.0011993098,0.0006762216,0.0009949257],"category_scores_gemma":[0.000046007714,0.00085512,0.00020235986,0.00025460002,0.0005964984,0.0008849237,0.00012175008,0.0007050959,0.0012347699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005056817,0.000030087007,0.0014354672,0.002087909,0.00048207105,0.0006310603,0.00020870437,0.000017200215,0.00017569367,0.27746487,0.6561868,0.06122956],"study_design_scores_gemma":[0.00045301815,0.0000039044758,0.0066338503,0.000772945,0.00010209244,0.000017832028,0.00003089813,0.00006949888,0.0000048785746,0.0070051267,0.9840337,0.00087227614],"about_ca_topic_score_codex":0.69012904,"about_ca_topic_score_gemma":0.9933021,"teacher_disagreement_score":0.32784685,"about_ca_system_score_codex":0.0009012634,"about_ca_system_score_gemma":0.005384538,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W602495856","doi":"10.2139/ssrn.2519569","title":"Self-Regulation and Regulatory Flexibility: Why Firms May Be Reluctant to Signal Green","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":5,"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":"Flexibility (engineering); Discretion; Enforcement; Environmental regulation; Preemption; Business; Legislation; Industrial organization; Economics; Public economics; Law","score_opus":0.01454489948676246,"score_gpt":0.2298608543897385,"score_spread":0.21531595490297603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W602495856","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":[0.9305616,0.0012147685,0.026129276,0.02823667,0.00044034855,0.00051765144,9.3474694e-7,0.00031418292,0.012584551],"genre_scores_gemma":[0.9942517,0.000081649974,0.00023771227,0.0024817304,0.0015222732,0.0000074661407,0.0000039144857,0.000026834554,0.0013866622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99793303,0.000028788878,0.0003193637,0.00030136187,0.0003635473,0.0010539324],"domain_scores_gemma":[0.99934804,0.000024106048,0.00020594083,0.0002057574,0.00018436357,0.000031783045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014996651,0.00019844796,0.00022288997,0.0002020438,0.0004877764,0.00021347617,0.00018811425,0.000059551516,0.00007383728],"category_scores_gemma":[0.00004338626,0.00017152159,0.000079975965,0.00030173257,0.000051977513,0.00066454307,0.00011318138,0.00043209354,0.000059123246],"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":[0.00017306137,0.00008595592,0.028604329,0.000095772935,0.00022002349,0.0000012127368,0.00021890708,0.0003207417,0.0006375448,0.8618928,0.0029565939,0.10479306],"study_design_scores_gemma":[0.0009942101,0.00012275454,0.095403306,0.000050347655,0.00010281348,0.00005775372,0.0005747168,0.009420717,0.00003249795,0.57701516,0.31575245,0.00047325966],"about_ca_topic_score_codex":0.000096232376,"about_ca_topic_score_gemma":0.00044582994,"teacher_disagreement_score":0.31279585,"about_ca_system_score_codex":0.00023412726,"about_ca_system_score_gemma":0.00010853281,"threshold_uncertainty_score":0.6994448},"labels":[],"label_agreement":null},{"id":"W636627861","doi":"","title":"So You're Considering a Red Light Camera Program? Lessons and Insights from Over a Decade of Camera Operation in South and Central Ontario","year":2014,"lang":"en","type":"article","venue":"Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Credibility; Enforcement; Legislation; Law enforcement; Red light; Computer science; Political science; Law","score_opus":0.008397085952339173,"score_gpt":0.19874143140008843,"score_spread":0.19034434544774925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W636627861","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":[0.98516434,0.00021219823,0.0011919122,0.010874521,0.0005113986,0.0009975052,0.00063023553,0.00005374893,0.00036416575],"genre_scores_gemma":[0.9966431,0.0005509372,0.00021764827,0.00063181575,0.00023866673,0.00009974495,0.0014500023,0.000046043937,0.000122001504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957798,0.00015958297,0.0015753054,0.0006664679,0.0012559542,0.00056285755],"domain_scores_gemma":[0.9962343,0.00019578374,0.0021159754,0.00028187915,0.0010197614,0.00015229803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005719563,0.0005370441,0.0009226373,0.0002474453,0.00046498032,0.00012165368,0.00021628184,0.00034791732,0.00030246016],"category_scores_gemma":[0.000034547753,0.00054000056,0.0001980011,0.0002907438,0.0001853467,0.0012761635,0.000006936378,0.00039112417,5.708282e-7],"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":[0.00032676567,0.00014729917,0.96871763,0.00044100775,0.0002937715,0.000009557359,0.011558167,0.0030925584,0.001561166,0.0046605663,0.008742975,0.00044855985],"study_design_scores_gemma":[0.003095571,0.000051263283,0.9664241,0.00027963592,0.00047858397,8.350702e-7,0.0019490314,0.0008353331,0.00082478154,0.0007617427,0.024781572,0.0005175461],"about_ca_topic_score_codex":0.7520047,"about_ca_topic_score_gemma":0.9938984,"teacher_disagreement_score":0.24189371,"about_ca_system_score_codex":0.0007396947,"about_ca_system_score_gemma":0.001396008,"threshold_uncertainty_score":0.99970514},"labels":[],"label_agreement":null},{"id":"W65030973","doi":"10.29173/alr410","title":"Recent Judicial Decisions of Interest to Energy Lawyers","year":2016,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance 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":true,"route_about_ca":true,"ca_institutions":"Total (Canada)","funders":"","keywords":"Energy law; Competition (biology); Judicial opinion; Energy (signal processing); Law and economics; Judicial review; Economics; Business; Law; Environmental law; Political science","score_opus":0.09161703450428739,"score_gpt":0.29233733591324834,"score_spread":0.20072030140896097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W65030973","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":[0.0060062995,0.04344766,0.0013208686,0.14611751,0.0014684757,0.00080813543,0.0000040746227,0.000085520434,0.80074143],"genre_scores_gemma":[0.8700429,0.07039039,0.0001205772,0.05532287,0.0006829958,0.0000809275,0.000008621854,0.00003272457,0.0033179477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992798,0.000008790049,0.00030757076,0.0001687281,0.000097848104,0.00013725871],"domain_scores_gemma":[0.99932456,0.000119593155,0.00013350947,0.00025039612,0.00015790056,0.000014041432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010681783,0.00010407101,0.0002724347,0.00003907847,0.000069908965,0.000019636484,0.00019144644,0.00001739763,0.0009002026],"category_scores_gemma":[0.00033570884,0.00006355941,0.00008508044,0.00030109385,0.00004816587,0.00020903548,0.00016023433,0.0000167775,0.0006523647],"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":[0.000006249917,0.000016921813,0.00017987132,0.00008767385,0.000015576363,3.232149e-7,0.0000021931994,1.814597e-7,0.00004018711,0.66385394,0.055359613,0.28043726],"study_design_scores_gemma":[0.00011241184,0.000005537335,0.0005867028,0.0032795637,0.000033930868,3.656184e-7,0.0000027782824,0.000001662724,0.000022403356,0.0031304352,0.99272805,0.00009615467],"about_ca_topic_score_codex":0.0011437442,"about_ca_topic_score_gemma":0.009087596,"teacher_disagreement_score":0.93736845,"about_ca_system_score_codex":0.000011867733,"about_ca_system_score_gemma":0.00000608947,"threshold_uncertainty_score":0.98565876},"labels":[],"label_agreement":null},{"id":"W652999896","doi":"","title":"Locating Labour Law: Conflicting Perspectives and the Case of Occupational Health and Safety","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","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":"York University","funders":"","keywords":"Labour law; Assertion; Salience (neuroscience); Context (archaeology); Law; Occupational safety and health; Political science; Industrial relations; Common law; Health law; Law and economics; Sociology; Health policy; Health care; Psychology; International health","score_opus":0.011938026304053682,"score_gpt":0.27106507627193416,"score_spread":0.2591270499678805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W652999896","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":[0.96907115,0.014105492,0.0034729443,0.0070271185,0.000059065333,0.00017909042,0.0000011828168,0.000022552156,0.006061433],"genre_scores_gemma":[0.99847007,0.00040922652,0.000049988597,0.00039651114,0.00046060252,0.000001837896,0.0000011521726,0.000006427955,0.00020418315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908,0.0000228699,0.0002314743,0.000101367565,0.00009097128,0.00047329653],"domain_scores_gemma":[0.99944365,0.000052461608,0.00030147805,0.00004897876,0.00014673139,0.0000066731955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012008694,0.000079761,0.00014287817,0.000050044644,0.00083366194,0.000102034275,0.00004765847,0.000013802655,0.0000060729135],"category_scores_gemma":[0.00004653189,0.00005518932,0.000030303716,0.000113907954,0.00017701421,0.0002620096,0.000047106438,0.00027498943,8.609267e-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":[0.00009556662,0.000009793561,0.0066548614,0.000023447976,0.000027915534,0.0000014131058,0.00030440226,0.00004223148,0.0000036026493,0.98811483,0.000015590413,0.004706362],"study_design_scores_gemma":[0.005701195,0.00006495846,0.07452196,0.0001017211,0.000062146915,0.0021769542,0.13601853,0.00581337,0.0000034315763,0.7694148,0.0057994835,0.00032149613],"about_ca_topic_score_codex":0.0032891247,"about_ca_topic_score_gemma":0.0032667671,"teacher_disagreement_score":0.21870005,"about_ca_system_score_codex":0.00007051435,"about_ca_system_score_gemma":0.0001389977,"threshold_uncertainty_score":0.64119375},"labels":[],"label_agreement":null},{"id":"W656121698","doi":"","title":"Flying in Canada demands study of the regulatory environment","year":2011,"lang":"en","type":"article","venue":"Professional pilot","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Aviation; Transport engineering; Environmental science; Business; Engineering; Aerospace engineering","score_opus":0.06264380647733596,"score_gpt":0.2166611396794278,"score_spread":0.15401733320209182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W656121698","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":[0.99313265,0.00003869312,0.0000032740982,0.00019112765,0.00041040205,0.00026386607,2.5795327e-7,0.0000061185374,0.0059536365],"genre_scores_gemma":[0.99907255,8.299252e-7,0.000011035925,0.00032962958,0.00006704263,0.00003340095,5.1815346e-7,0.0000062673093,0.0004787123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927086,0.000014740072,0.00020192326,0.00011876285,0.0002825032,0.000111219735],"domain_scores_gemma":[0.99966973,0.000012352381,0.00013234683,0.00015995852,0.000021374519,0.0000042333572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012811265,0.000074836964,0.000105147665,0.00003772213,0.00018682623,0.0000043181067,0.00016984883,0.000008437986,0.00020996154],"category_scores_gemma":[0.000009690031,0.00004804739,0.000015638205,0.000120745746,0.000023617824,0.00012264067,0.00024156306,0.000070211114,0.000010009195],"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":[0.00004089932,0.00027082855,0.99540305,0.00002601471,0.000010957707,0.0000012481787,0.00027419894,0.000054818018,0.00007159214,0.0020287512,0.00094342284,0.0008741914],"study_design_scores_gemma":[0.00038928955,0.000008561087,0.9943559,0.000042648608,0.0000068700433,8.42613e-8,0.0032604642,0.00022895253,0.000022502802,0.0010810156,0.0005413329,0.00006235264],"about_ca_topic_score_codex":0.27965596,"about_ca_topic_score_gemma":0.42782938,"teacher_disagreement_score":0.14817342,"about_ca_system_score_codex":0.000058875852,"about_ca_system_score_gemma":0.000060341717,"threshold_uncertainty_score":0.72514087},"labels":[],"label_agreement":null},{"id":"W6888732014","doi":"10.22004/ag.econ.289921","title":"Review of Regulated Marketing In British Columbia The Economic Environment: Implications for the Regulated Marketing System","year":2002,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Marketing management; Marketing research; Market system; Business-to-government; Marketing strategy","score_opus":0.02936930970340367,"score_gpt":0.20464909802604872,"score_spread":0.17527978832264504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888732014","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":[0.9661056,0.0097415205,0.00019749084,0.0118188895,0.00011359938,0.0021002954,0.00005569299,0.00005262121,0.009814331],"genre_scores_gemma":[0.98913485,0.007240161,0.00012977197,0.00017411508,0.0000714223,0.000008697201,0.000020017045,0.000015587133,0.0032053725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897957,0.00010118144,0.0003001899,0.00025595955,0.00012620428,0.00023688746],"domain_scores_gemma":[0.9986842,0.00045869517,0.00035716678,0.00037051694,0.00011775439,0.000011648185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019038852,0.000089866415,0.00027744359,0.00006915735,0.0005962057,0.00008595515,0.00046636572,0.00004428002,0.0011521006],"category_scores_gemma":[0.00008902044,0.00010841208,0.00013731222,0.0003036973,0.0002370573,0.00034545624,0.00022257936,0.00009135984,0.00004304146],"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":[0.00022175291,0.00022830385,0.21528716,0.022785347,0.0006743006,0.0000150812075,0.0006701278,0.0016225082,0.0005201389,0.0030375016,0.3600427,0.39489508],"study_design_scores_gemma":[0.00063862384,0.0000070058495,0.899679,0.0024966837,0.00008851562,0.000005457888,0.0030166532,0.030162163,0.0000010071211,0.00003869478,0.063711,0.00015518394],"about_ca_topic_score_codex":0.004956799,"about_ca_topic_score_gemma":0.009036662,"teacher_disagreement_score":0.68439186,"about_ca_system_score_codex":0.00010182442,"about_ca_system_score_gemma":0.000012503674,"threshold_uncertainty_score":0.999761},"labels":[],"label_agreement":null},{"id":"W6891577193","doi":"10.4224/21275236","title":"Audit of occupational safety and health (OSH): internal audit, NRC September 2010","year":2010,"lang":"en","type":"report","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Audit; Internal audit; Occupational safety and health; Audit plan; Joint audit; Audit evidence; Sample (material)","score_opus":0.07618188351958093,"score_gpt":0.33645028766313123,"score_spread":0.2602684041435503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891577193","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":[0.0014684557,0.0007490058,0.0019899013,0.0033753107,0.004957524,0.0004905999,0.00004451002,0.0001286437,0.986796],"genre_scores_gemma":[0.26776806,0.0028767784,0.0022911103,0.006144833,0.017910676,0.000073818555,0.0010166514,0.00019641676,0.70172167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756384,0.000007519916,0.0007645649,0.00039292852,0.0010233583,0.00024781295],"domain_scores_gemma":[0.99723214,0.00003400508,0.0011728972,0.000287887,0.0012515688,0.00002151676],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001017184,0.0003021441,0.00063439686,0.00026519474,0.00020601881,0.000113759874,0.00019757093,0.00018282361,0.0038947882],"category_scores_gemma":[0.00011413831,0.00024979273,0.00015538873,0.00017525749,0.00014447041,0.00034825824,0.00034277965,0.0003603577,0.0002007206],"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":[0.000059658913,0.000038254282,0.034806285,0.00066963147,0.00011866269,0.0000015111243,0.000011766344,0.000006218099,0.0000041078656,0.003150644,0.94610435,0.015028903],"study_design_scores_gemma":[0.00019174568,0.0000050925287,0.38714513,0.00014787578,0.000024261848,0.000006944891,0.00002540431,0.00014184126,8.850161e-7,0.00020605864,0.61194474,0.00016000589],"about_ca_topic_score_codex":0.0033016128,"about_ca_topic_score_gemma":0.0053091687,"teacher_disagreement_score":0.35233885,"about_ca_system_score_codex":0.00010200043,"about_ca_system_score_gemma":0.000501707,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W6903106965","doi":"10.11575/sppp.v9i0.42572","title":"Is Social Licence A Licence To Stall?","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"License; Government (linguistics); Public consultation; Rigour; Set (abstract data type); Corporation; Energy (signal processing); Public interest","score_opus":0.03322784177654046,"score_gpt":0.23260036983754645,"score_spread":0.199372528061006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903106965","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":[0.5923029,0.000015445175,0.0027574762,0.010711078,0.00015969682,0.00015706714,0.0000013145925,0.000059511796,0.39383548],"genre_scores_gemma":[0.99433154,0.000004755196,0.0003650698,0.0010817643,0.00013025421,9.9113805e-8,0.000001060066,0.0000028688457,0.004082619],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9996214,0.0000016464799,0.00004375878,0.00011616951,0.00012285577,0.000094149764],"domain_scores_gemma":[0.999617,0.0000043078207,0.00010804356,0.00015567754,0.000107389045,0.000007620213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039644256,0.000052738953,0.00009099592,0.00004860432,0.0006918165,0.000058089423,0.00032729044,0.0000217099,0.0003341336],"category_scores_gemma":[0.000014677181,0.000060140424,0.000047344365,0.000057887402,0.00010481699,0.0004954385,0.00031817256,0.00003238954,0.00025143876],"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":[0.00055132434,0.00026649053,0.26393357,0.0003019304,0.00018086277,0.00007846818,0.0106570395,0.000015359989,0.0030408762,0.19826376,0.41098952,0.11172081],"study_design_scores_gemma":[0.00026686324,0.0000047585067,0.780378,0.00002666771,0.000016055428,1.0878819e-7,0.0015785772,0.00052511785,0.000017890763,0.00033116227,0.21674721,0.00010761864],"about_ca_topic_score_codex":0.0006162602,"about_ca_topic_score_gemma":0.00014014813,"teacher_disagreement_score":0.5164444,"about_ca_system_score_codex":0.000010306301,"about_ca_system_score_gemma":0.000008495505,"threshold_uncertainty_score":0.53209627},"labels":[],"label_agreement":null},{"id":"W6908296069","doi":"10.25949/19432592","title":"How do prudential regulators discuss and mitigate short-termism?","year":2021,"lang":"en","type":"dissertation","venue":"Macquarie University","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Remuneration; Corporate governance; Incentive; Financial crisis; Prudential regulation; Financial regulation; Financial market; Global financial system","score_opus":0.009985995566966447,"score_gpt":0.1975381145620622,"score_spread":0.18755211899509575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908296069","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":[0.92785627,0.0004348448,0.00006541721,0.0013768926,0.0013630203,0.0002943258,0.00001305742,0.00014903431,0.068447165],"genre_scores_gemma":[0.8938208,0.00006993929,0.000032147946,0.00007395103,0.0005276385,7.3424036e-7,0.00066838367,0.000025726149,0.10478068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989166,0.000012708898,0.000116072886,0.00046030444,0.0002780408,0.00021626541],"domain_scores_gemma":[0.9993752,0.0000103552,0.00015809103,0.00023213083,0.00020366424,0.00002050774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055952914,0.00026927568,0.00031224362,0.00021377289,0.0005161286,0.0007402038,0.00021131246,0.000160921,0.00017363527],"category_scores_gemma":[0.000016294009,0.00028058788,0.00013847044,0.00030215314,0.00008746192,0.0007246372,0.00016887508,0.00015694443,0.000015192791],"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":[0.0018525771,0.00071079243,0.22255002,0.009320241,0.0030371835,0.0025759058,0.0059506595,0.000113130285,0.0032859375,0.41300735,0.14283374,0.19476247],"study_design_scores_gemma":[0.00096753135,0.000011193061,0.34845713,0.0004095436,0.0006412776,0.0000036032873,0.0312299,0.00038843075,0.00015170303,0.0024238245,0.6141526,0.001163247],"about_ca_topic_score_codex":0.00011967585,"about_ca_topic_score_gemma":0.0008296258,"teacher_disagreement_score":0.47131887,"about_ca_system_score_codex":0.00004126566,"about_ca_system_score_gemma":0.000027106047,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W6929156840","doi":"10.48550/arxiv.0812.3896","title":"Exact-Diagonalization Studies of Inelastic Light Scattering in Self-Assembled Quantum Dots","year":2008,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Regulation and Compliance Studies","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":"Institute for Microstructural Sciences; McMaster University","funders":"","keywords":"Quantum dot; Inelastic scattering; X-ray Raman scattering; Spectral line; Scattering; Raman scattering; Photon; Electron","score_opus":0.09888993761934581,"score_gpt":0.21395367430122544,"score_spread":0.11506373668187964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929156840","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":[0.9919291,0.00030237497,0.0020158098,0.00016054789,0.0005373724,0.00029223785,0.0000010266307,0.00014380559,0.004617699],"genre_scores_gemma":[0.9983336,0.0011436866,0.000028538094,0.0000816652,0.00021266274,0.0000028685076,0.000011312572,0.000022709624,0.00016299685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876076,0.000023811173,0.0003406639,0.00053420366,0.00010665925,0.00023390065],"domain_scores_gemma":[0.99876857,0.000051982126,0.00049494096,0.00033379724,0.0003388331,0.000011888553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013659701,0.00029040207,0.00050882733,0.0005922303,0.00014088915,0.00004327903,0.00033107886,0.000120569784,0.00002037637],"category_scores_gemma":[0.000055542874,0.00031814672,0.00013098757,0.00079299556,0.000052141593,0.00047712814,0.0008818146,0.000188558,0.0000596439],"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":[0.00019326915,0.00049258163,0.3545043,0.003690049,0.00074612204,0.00024776947,0.0010160632,0.5040355,0.00073674467,0.13214079,0.0019544393,0.00024239937],"study_design_scores_gemma":[0.0031566794,0.000037440393,0.40444133,0.0026420094,0.0006068103,0.0000038016992,0.0028386242,0.51420635,0.00024158155,0.064575665,0.0053724996,0.0018771834],"about_ca_topic_score_codex":0.00013346467,"about_ca_topic_score_gemma":0.00011316877,"teacher_disagreement_score":0.06756511,"about_ca_system_score_codex":0.00013444251,"about_ca_system_score_gemma":0.000042566273,"threshold_uncertainty_score":0.99992704},"labels":[],"label_agreement":null},{"id":"W6945578716","doi":"10.25549/usctheses-c36-651747","title":"Court management, performance standards and the institutional theory of organizations: A case study of the criminal division of the Cour du Quebec","year":2015,"lang":"en","type":"dissertation","venue":"University of Southern California Digital Library","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Division (mathematics); Institutional theory; Government (linguistics); Criminal law","score_opus":0.007232365710140185,"score_gpt":0.1735141336840444,"score_spread":0.1662817679739042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945578716","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":[0.9855896,0.000082042214,0.000038426144,0.00010484505,0.00006365866,0.00041815505,0.0018876746,0.000012414182,0.0118031595],"genre_scores_gemma":[0.99822634,0.000017027627,0.0000052331216,0.00002043061,0.000026966689,3.0886136e-7,0.00012922591,0.000011466498,0.0015629963],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990858,0.000028509152,0.00023477041,0.00012622665,0.00045783678,0.000066877124],"domain_scores_gemma":[0.9986796,0.00003543621,0.0005909243,0.00021319876,0.00047392794,0.0000069192843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017402787,0.00013213285,0.00022999538,0.00008717262,0.00031884765,0.000048338745,0.00036183718,0.000042357664,0.000073786876],"category_scores_gemma":[0.000047704903,0.00007649309,0.000076150805,0.0004201224,0.00047735567,0.0003904671,0.00037975723,0.00007873112,0.0000074192035],"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":[0.0054608784,0.0018982241,0.87180847,0.0067389873,0.00181491,0.000077718076,0.024429176,0.0019107867,0.0000093131575,0.045596063,0.013779224,0.02647627],"study_design_scores_gemma":[0.0052766562,0.00005041587,0.08102474,0.0012834816,0.0012194281,0.000015705236,0.871271,0.0013266844,0.000020485666,0.005006884,0.03310877,0.00039570624],"about_ca_topic_score_codex":0.0004040579,"about_ca_topic_score_gemma":0.000286844,"teacher_disagreement_score":0.8468419,"about_ca_system_score_codex":0.000019923813,"about_ca_system_score_gemma":0.00013082419,"threshold_uncertainty_score":0.31192976},"labels":[],"label_agreement":null},{"id":"W6946420027","doi":"10.2870/155193","title":"Emissions trading systems with different measures for carbon leakage prevention: implications for linking: report for the carbon market policy dialogue","year":2021,"lang":"en","type":"book-chapter","venue":"Cadmus - EUI Research Repository (European University Institute)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"European Commission","keywords":"Emissions trading; Carbon leakage; Carbon market; Leakage (economics); Greenhouse gas; Climate policy; Alternative trading system; Public policy; Conceptual framework; Carbon price","score_opus":0.11691261396391482,"score_gpt":0.29490990270690143,"score_spread":0.1779972887429866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6946420027","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":[0.0018163676,0.000996029,0.009896826,0.0022643025,0.0012909531,0.005188184,0.0000624638,0.00020020011,0.97828466],"genre_scores_gemma":[0.29587907,0.00020927482,0.000070372145,0.000041675576,0.0058368915,0.00014140079,0.0005499591,0.00012998561,0.6971414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976347,0.00008550353,0.00045633543,0.00080845214,0.0005127211,0.00050225685],"domain_scores_gemma":[0.9963128,0.00044399226,0.00052958017,0.00088633475,0.0017554127,0.00007189893],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001075683,0.00039825856,0.0004847418,0.0005026609,0.0028485022,0.0005199157,0.00070995226,0.00015583629,0.000002415163],"category_scores_gemma":[0.00036646717,0.00032340238,0.00037638447,0.0002290581,0.000434706,0.00026270445,0.0003555891,0.0004156406,8.5048663e-7],"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":[0.0009964606,0.00020031678,0.0010167926,0.0031368702,0.0019669067,0.00051851425,0.00034248238,0.0006096547,0.000958216,0.9633053,0.022116559,0.004831932],"study_design_scores_gemma":[0.00093159557,0.0000683646,0.001900451,0.0010399066,0.00045135472,0.000058720525,0.00043637364,0.0016043884,0.0000137602765,0.001046875,0.9920022,0.00044599114],"about_ca_topic_score_codex":0.00031079171,"about_ca_topic_score_gemma":0.0002471128,"teacher_disagreement_score":0.96988565,"about_ca_system_score_codex":0.0004949665,"about_ca_system_score_gemma":0.00049640937,"threshold_uncertainty_score":0.9999218},"labels":[],"label_agreement":null},{"id":"W6958413894","doi":"10.6084/m9.figshare.27901707.v1","title":"Voices from the field: exploring service providers’ insights into service delivery and AAC use in Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Augmentative and alternative communication; Service delivery framework; Service provider; Thematic analysis; Focus group; Service (business); Service design","score_opus":0.08096989109253694,"score_gpt":0.2251618592630568,"score_spread":0.14419196817051985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958413894","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":[0.9756677,0.003977604,7.694207e-7,0.017317178,0.00036528622,0.00031650456,0.00092965894,0.0001185338,0.0013067763],"genre_scores_gemma":[0.9809794,0.00001511672,0.000008528555,0.016637105,0.0004040539,0.00011534589,0.0017947564,0.000012091996,0.000033624518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994421,0.000005767156,0.00011441477,0.00019534487,0.00012902473,0.00011335479],"domain_scores_gemma":[0.9994576,0.00028658033,0.000034109395,0.0001234466,0.000091143644,0.000007093249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001416105,0.00010451732,0.0000860508,0.000041945204,0.00012725782,0.00049450103,0.00015143526,0.000019538786,0.0030524095],"category_scores_gemma":[0.00010190751,0.000076318625,0.000013282758,0.00039353085,0.0000016435122,0.001524657,0.0002414109,0.00009334566,0.00022898208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002915746,0.000013122216,0.026156086,0.002336024,0.000096221585,0.000100301724,0.004161102,0.00044221533,0.000038300586,0.00031676545,0.94007814,0.026232576],"study_design_scores_gemma":[0.000104462146,0.0000011685212,0.15507515,0.0020414074,0.000010591842,1.8247971e-7,0.0027832992,0.014847711,0.00001733159,0.0003611113,0.8245934,0.00016414298],"about_ca_topic_score_codex":0.85303193,"about_ca_topic_score_gemma":0.9873002,"teacher_disagreement_score":0.13426833,"about_ca_system_score_codex":0.00003863295,"about_ca_system_score_gemma":0.0000711636,"threshold_uncertainty_score":0.99785894},"labels":[],"label_agreement":null},{"id":"W6963029133","doi":"10.17863/cam.82324","title":"Enforcement practice, development assistance and servicing clients: progressing compliance with wastewater discharge regulations in industrialised north Vietnam","year":2021,"lang":"en","type":"dissertation","venue":"Apollo (University of Cambridge)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Agency (philosophy); Context (archaeology); Government (linguistics); Civil society; Compliance (psychology); Best practice; Investment (military)","score_opus":0.025351117625677603,"score_gpt":0.23508860857180305,"score_spread":0.20973749094612545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963029133","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":[0.97616494,0.0002665148,0.00020612283,0.0005412325,0.00021629693,0.00056429487,0.0000068332743,0.000039111077,0.021994632],"genre_scores_gemma":[0.987282,0.000040491585,0.0020153932,0.00011042246,0.00009199783,0.000005483902,0.0010287432,0.000025884845,0.009399583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860436,0.000021700707,0.00029767636,0.00041855214,0.00040829647,0.00024943874],"domain_scores_gemma":[0.9985796,0.000023344985,0.00073606364,0.0002092572,0.00043175882,0.000019932904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015484687,0.00025806218,0.00042503927,0.00026550004,0.0004543647,0.00014370568,0.00017299262,0.000097419055,0.00004383019],"category_scores_gemma":[0.000022255454,0.00027703264,0.000049780785,0.0006368647,0.00006938134,0.0011408024,0.00011422076,0.00018895532,0.000008519144],"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":[0.005802902,0.0016493963,0.8029637,0.011871134,0.0023236834,0.00034773131,0.02434073,0.0017961696,0.0007276982,0.03280976,0.0068298713,0.10853726],"study_design_scores_gemma":[0.0026528274,0.00001599545,0.8796729,0.0033693206,0.00023762538,0.0000022121799,0.043064065,0.0012472838,0.000046948706,0.000010535341,0.069040075,0.00064023543],"about_ca_topic_score_codex":0.00050711265,"about_ca_topic_score_gemma":0.005987103,"teacher_disagreement_score":0.10789702,"about_ca_system_score_codex":0.000094163195,"about_ca_system_score_gemma":0.000111318026,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W6969446292","doi":"10.5281/zenodo.8239801","title":"Uproot","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Regulation and Compliance 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":"Institute of Particle Physics","funders":"","keywords":"Scope (computer science); Reading (process); Order (exchange); Retract","score_opus":0.05102087462847239,"score_gpt":0.2418085498335066,"score_spread":0.1907876752050342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969446292","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":[0.000015288922,0.00010338687,0.0003203431,0.000751178,0.00033587535,0.00031508764,0.00003841165,0.0054879365,0.9926325],"genre_scores_gemma":[0.005081492,0.00017670517,0.00006845722,0.00065504276,0.0036251687,1.2120991e-7,0.0015633733,0.027982611,0.960847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988683,0.000021723885,0.00016160283,0.00036355603,0.00031066267,0.0002741694],"domain_scores_gemma":[0.99921626,0.0000056723998,0.00017350087,0.00036102248,0.00022538252,0.00001818013],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022410644,0.00017553194,0.0001749124,0.00047086616,0.001103467,0.0009897529,0.0006932884,0.00008058416,0.05090411],"category_scores_gemma":[0.00022050805,0.00017875199,0.00006120187,0.00065305014,0.000103235994,0.0001953827,0.0011513644,0.00015652052,0.12403375],"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":[0.000005933338,0.00002126741,0.0000031077386,0.00010466483,0.000038004342,0.000005066981,0.00002045259,0.000003671291,0.000010525986,0.014507967,0.93452716,0.05075219],"study_design_scores_gemma":[0.00020079075,0.000008206449,0.0004872552,0.00009176031,0.000016833881,0.0000031223067,0.0000720184,0.00009890712,9.753669e-7,0.00039786228,0.99842376,0.0001984909],"about_ca_topic_score_codex":0.00008755669,"about_ca_topic_score_gemma":0.00000609987,"teacher_disagreement_score":0.07312964,"about_ca_system_score_codex":0.000043389828,"about_ca_system_score_gemma":8.7641223e-7,"threshold_uncertainty_score":0.95442104},"labels":[],"label_agreement":null},{"id":"W6979761214","doi":"","title":"The Administrative State Has Run Amok","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Pejorative; Commission; State (computer science); Government (linguistics); Regulatory state; Democracy; Product (mathematics); Harm","score_opus":0.05439782105631756,"score_gpt":0.284867335943265,"score_spread":0.23046951488694745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979761214","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":[0.20422626,0.0005001705,0.00016187796,0.026931707,0.0016337571,0.00049724604,0.0000070807628,0.00023524424,0.7658067],"genre_scores_gemma":[0.9812536,0.000024404862,0.0000520081,0.0015493449,0.000861135,0.000035084002,0.0000041627404,0.000015273708,0.01620499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999086,0.000008655021,0.00019147406,0.00021851764,0.00022368054,0.00027166904],"domain_scores_gemma":[0.9989297,0.00003463788,0.0002789816,0.0005895494,0.00014818778,0.000018946695],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021991509,0.00015082155,0.00014509643,0.000019434536,0.003776461,0.0028031776,0.000534201,0.000027046837,0.00020615611],"category_scores_gemma":[0.0001405624,0.00010417243,0.00007595637,0.00005885401,0.0004160483,0.0010632187,0.0002448702,0.00012882211,0.0015520224],"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":[0.00010953849,0.00006038762,0.042641696,0.000052568314,0.0001277226,0.000023487077,0.0000988912,0.000027054359,0.00012004941,0.8423772,0.100064866,0.014296536],"study_design_scores_gemma":[0.0003165874,0.00000703205,0.17163838,0.000025856116,0.000012724181,5.2402254e-7,0.00017628304,0.0001628348,0.0000584097,0.02606564,0.80137986,0.00015588099],"about_ca_topic_score_codex":0.00070634234,"about_ca_topic_score_gemma":0.003720977,"teacher_disagreement_score":0.81631154,"about_ca_system_score_codex":0.000015696849,"about_ca_system_score_gemma":0.000023887847,"threshold_uncertainty_score":0.9992254},"labels":[],"label_agreement":null},{"id":"W6980495340","doi":"","title":"A Case Study of Canadian Regulation of BPA: InsightInto the Science","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Public policy","score_opus":0.03518611950156849,"score_gpt":0.24425038520728007,"score_spread":0.20906426570571157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980495340","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":[0.9568487,0.00005252872,0.0000034215507,0.0005366736,0.00022903486,0.00032789024,0.0000017852631,0.000017637038,0.041982334],"genre_scores_gemma":[0.9990596,6.3103545e-7,0.000020925456,0.000425079,0.00011464361,0.000039173854,0.0000016851307,0.000007011002,0.00033120476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99900174,0.000020677426,0.00024061138,0.00018162192,0.0003915101,0.00016382523],"domain_scores_gemma":[0.9992156,0.000019607105,0.00019844498,0.00031824736,0.00023096315,0.000017156028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050368084,0.00007934948,0.00013056023,0.0003624734,0.0012049719,0.000074526084,0.00030011294,0.000009685477,0.00031395155],"category_scores_gemma":[0.000054367803,0.00006321795,0.00003329294,0.00189656,0.00019163014,0.00043211423,0.0002553323,0.00009105036,0.000014163841],"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":[0.00009628631,0.0007137943,0.124230675,0.00015496329,0.00013803414,0.0001975112,0.0064743035,0.014196035,0.003656569,0.82633483,0.018907135,0.004899853],"study_design_scores_gemma":[0.002699412,0.00023353328,0.4935412,0.000050887076,0.00018114613,0.00015913167,0.11526122,0.00887997,0.00035503358,0.0102836955,0.36765826,0.0006965118],"about_ca_topic_score_codex":0.38616353,"about_ca_topic_score_gemma":0.34603038,"teacher_disagreement_score":0.8160511,"about_ca_system_score_codex":0.000055334775,"about_ca_system_score_gemma":0.00007807525,"threshold_uncertainty_score":0.92677915},"labels":[],"label_agreement":null},{"id":"W6982568303","doi":"","title":"Informations, intérêts, et consultations publiques : une analyse de l'impact des parties prenantes sur la réglementation canadienne","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Public information; Success factors","score_opus":0.008392886018155705,"score_gpt":0.2091442322275785,"score_spread":0.20075134620942278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982568303","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":[0.95265275,0.011301372,0.00044519946,0.002381283,0.00056147703,0.00052332156,0.00015175015,0.00018454807,0.031798303],"genre_scores_gemma":[0.97515935,0.00119431,0.00048318598,0.00037748367,0.00012521235,0.0001463193,0.003275403,0.000033006836,0.019205706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772334,0.00015982297,0.0006351818,0.00040588237,0.0004982284,0.0005775519],"domain_scores_gemma":[0.9973673,0.00023417131,0.00085291365,0.00025937983,0.0011691906,0.00011699978],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00048040567,0.0004724693,0.0004103537,0.00077869935,0.009987122,0.0005644554,0.0003582887,0.00017821237,0.00043053558],"category_scores_gemma":[0.0004129223,0.00053070945,0.00031450513,0.001249635,0.00039125417,0.0037228432,0.0002146229,0.00036841494,0.000039725717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047832605,0.0004410906,0.60635686,0.0009852631,0.0017423034,0.0002582227,0.12285045,0.06684225,0.0010558006,0.17788155,0.011302511,0.009805375],"study_design_scores_gemma":[0.0009572848,0.000045036162,0.69769394,0.00033590244,0.00060653925,0.0000789541,0.17041205,0.010954135,0.00017018698,0.00167923,0.116486974,0.0005797673],"about_ca_topic_score_codex":0.45388377,"about_ca_topic_score_gemma":0.33398768,"teacher_disagreement_score":0.17620233,"about_ca_system_score_codex":0.005521939,"about_ca_system_score_gemma":0.0023960685,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W6986805248","doi":"","title":"Regulatory silence and institutional racism","year":2025,"lang":"en","type":"book-chapter","venue":"Research portal (Tilburg University)","topic":"Regulation and Compliance Studies","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":"Institute on Governance","funders":"","keywords":"Silence; Race (biology); Racism; Institutional racism; Key (lock); Inequality","score_opus":0.05606227435067598,"score_gpt":0.2682504527959021,"score_spread":0.2121881784452261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986805248","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":[0.00083388074,0.00047670657,0.000054352193,0.00043929677,0.00017403618,0.00025433933,0.000009843111,0.00007841476,0.9976791],"genre_scores_gemma":[0.061294004,0.000432639,0.000028834356,0.00012768187,0.0004284372,0.0000010490892,0.000046985228,0.000014707207,0.93762565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841446,0.000008449396,0.0001594025,0.00046296316,0.000659427,0.00029531823],"domain_scores_gemma":[0.99895364,0.000059164417,0.00011340948,0.00028156512,0.00056183105,0.000030388072],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030080377,0.00021526348,0.00025584482,0.0012602839,0.00072296156,0.00013016161,0.00032120539,0.00017790316,0.0009855914],"category_scores_gemma":[0.00005339448,0.0002359098,0.000101592916,0.000282146,0.00072544115,0.00062751345,0.0007641696,0.0004592715,0.00020008649],"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":[0.00003283137,0.000010518858,0.0002340213,0.0001669176,0.000060556253,0.00027384673,0.000007684242,0.0000059352574,0.000007521627,0.9533294,0.036062896,0.009807908],"study_design_scores_gemma":[0.00024770387,0.0000065640447,0.0034388234,0.0003702378,0.00003302074,0.0000025962313,0.00018482756,0.0001446363,0.0000013858762,0.019145077,0.976193,0.00023211526],"about_ca_topic_score_codex":0.000056944322,"about_ca_topic_score_gemma":0.000041725587,"teacher_disagreement_score":0.9401301,"about_ca_system_score_codex":0.000070386566,"about_ca_system_score_gemma":0.00018984498,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W6987882373","doi":"","title":"Unabhängige Regulierungsbehörden und Politikwandel : Eine Fallstudie am Beispiel der Canadian Radio-Television and Telecommunications Commission","year":2007,"lang":"de","type":"article","venue":"Publication Server OPUS (University of Augsburg)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Commission; Umwelt; European commission","score_opus":0.019756855804051978,"score_gpt":0.23318011738449718,"score_spread":0.2134232615804452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987882373","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":[0.51080483,0.055194337,0.0066206697,0.28680155,0.0017936962,0.0037482998,0.00020387598,0.0006614318,0.13417132],"genre_scores_gemma":[0.9864011,0.0017666362,0.0010439762,0.00064946455,0.00030886565,0.000001554017,0.00044098785,0.00003677005,0.009350694],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978274,0.00005073278,0.0004910675,0.0005491099,0.00045600958,0.0006256533],"domain_scores_gemma":[0.99658805,0.0001106884,0.0006608221,0.0009140134,0.0015019099,0.00022450501],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009559179,0.00034498452,0.0004783784,0.0010616519,0.0018370755,0.00029214204,0.0008367996,0.00023861541,0.00059225276],"category_scores_gemma":[0.00013840784,0.00042430448,0.00016303321,0.0014477316,0.00039876695,0.0018397673,0.00067464454,0.0002878205,0.00021907338],"study_design_candidate":"not_applicable","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":[0.00039608934,0.0010294061,0.34637845,0.0013284674,0.0028576246,0.000033488614,0.00533909,0.00010983098,0.00057341513,0.23846474,0.31181943,0.091669954],"study_design_scores_gemma":[0.00081226305,0.000016351143,0.47265255,0.0001124703,0.00034069686,0.0000014498397,0.0022639174,0.0007561233,0.000011668807,0.00061509677,0.5221082,0.0003092351],"about_ca_topic_score_codex":0.066330284,"about_ca_topic_score_gemma":0.02566711,"teacher_disagreement_score":0.47559625,"about_ca_system_score_codex":0.0003239886,"about_ca_system_score_gemma":0.00022819749,"threshold_uncertainty_score":0.9998209},"labels":[],"label_agreement":null},{"id":"W6988015715","doi":"","title":"What Is Fair and How Do We Know?","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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); Government (linguistics); Set (abstract data type); Rhetorical question; Economic Justice; Meaning (existential)","score_opus":0.029875111356336363,"score_gpt":0.24741511396578128,"score_spread":0.21754000260944492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988015715","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":[0.32141584,0.09639645,0.00046682527,0.29342338,0.0066262423,0.0011590996,0.00000755444,0.001046648,0.27945796],"genre_scores_gemma":[0.9739552,0.0013559399,0.00019314037,0.006088146,0.0015315575,0.000023903678,0.000005325945,0.000025293448,0.0168215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916464,0.000007527406,0.00010978762,0.00026461622,0.0002378984,0.00021554473],"domain_scores_gemma":[0.9994619,0.0000124374565,0.000088396344,0.00023127865,0.00016910108,0.000036885693],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016165251,0.00015493591,0.00017584112,0.000058625665,0.0001977532,0.0014270428,0.00014594178,0.0000469861,0.00021221867],"category_scores_gemma":[0.000030511144,0.00013457758,0.00004644796,0.00020290208,0.000088717534,0.0026151726,0.00020021328,0.00009012386,0.00095265475],"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":[0.00004939727,0.00006200834,0.02782901,0.00018724207,0.0000813814,0.00001334649,0.0003561471,0.000017319013,0.000084260166,0.2859888,0.61192703,0.07340403],"study_design_scores_gemma":[0.00048149592,0.00000666027,0.0040615653,0.00011403411,0.000016812202,0.0000012640968,0.0017271136,0.00023265208,0.000023098857,0.016692804,0.97645223,0.00019029331],"about_ca_topic_score_codex":0.00009641484,"about_ca_topic_score_gemma":0.00014593703,"teacher_disagreement_score":0.6525394,"about_ca_system_score_codex":0.000017425116,"about_ca_system_score_gemma":0.000010015204,"threshold_uncertainty_score":0.99982524},"labels":[],"label_agreement":null},{"id":"W6989643582","doi":"","title":"Bótaréttur flugfarþega og annarra á grundvelli loftferðalaga. Efnislegur samanburður 1. mgr. 102. gr. loftferðalaga og 17. gr. Montreal sáttmálans.","year":2017,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Exhibition; Center (category theory); Work (physics)","score_opus":0.02673457119610227,"score_gpt":0.2641512684746078,"score_spread":0.23741669727850553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989643582","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27568388,0.010674565,0.00033192433,0.00887012,0.01870718,0.0065224636,0.00035054423,0.0019263641,0.676933],"genre_scores_gemma":[0.58545655,0.0012780508,0.00015075643,0.0016172413,0.0085548675,0.00047533185,0.0065123406,0.00054587773,0.39540896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98936766,0.00013405782,0.0024850795,0.0032111146,0.002238994,0.0025631012],"domain_scores_gemma":[0.9909173,0.00014857043,0.0034421573,0.0031977622,0.0020373105,0.00025688813],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001040885,0.0029048063,0.0028738866,0.0013129173,0.004539166,0.0039201276,0.0031081713,0.0014840205,0.0039076414],"category_scores_gemma":[0.0004350336,0.0029129547,0.0015149581,0.0010940989,0.00068377156,0.0034652604,0.00068524247,0.0016635185,0.0066469656],"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":[0.0023384292,0.0022475752,0.07334087,0.010665515,0.0039151474,0.0008926759,0.0060030418,0.00052806153,0.0012999558,0.015373391,0.70364684,0.17974846],"study_design_scores_gemma":[0.0036626458,0.00015344167,0.4125165,0.0020892567,0.001408703,0.000019592044,0.0039570457,0.002035126,0.00021962673,0.007786164,0.5621087,0.004043195],"about_ca_topic_score_codex":0.005645779,"about_ca_topic_score_gemma":0.007973366,"teacher_disagreement_score":0.33917564,"about_ca_system_score_codex":0.0003354486,"about_ca_system_score_gemma":0.0003190575,"threshold_uncertainty_score":0.99981225},"labels":[],"label_agreement":null},{"id":"W6990965801","doi":"","title":"An examination of the customer service and distribution business unit's environmental compliance management process at Manitoba Hydro","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Electricity Association; Ministry of Education, India; Manitoba Hydro; Canadian Association of Petroleum Producers","keywords":"Service (business); Process (computing); Environmental management system; Compliance (psychology); Distribution (mathematics); Business process; Mandate","score_opus":0.019167347735762022,"score_gpt":0.20590451151046354,"score_spread":0.1867371637747015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990965801","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":[0.99142265,0.00010552091,0.00005632819,0.0002322187,0.00028787323,0.00045986666,0.000036666344,0.00003411397,0.007364749],"genre_scores_gemma":[0.9977759,0.00007550018,0.000022318874,0.000038196653,0.000101146376,0.0000022686063,0.0011598838,0.000020358264,0.00080439606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892,0.000025091318,0.00014556607,0.00029361297,0.00042366437,0.00019206216],"domain_scores_gemma":[0.99882144,0.000010022334,0.00063045253,0.00029979256,0.00022236591,0.00001594262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001286839,0.00024003052,0.00026856636,0.00013192762,0.00052864663,0.00003522065,0.00039744357,0.00011552992,0.000027878457],"category_scores_gemma":[0.000003147601,0.00025116166,0.000058003887,0.0004932171,0.00012827206,0.0008432138,0.00021210205,0.000103393955,0.000059715952],"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":[0.0011155725,0.0016818338,0.89366084,0.023254866,0.0008453136,0.000019933002,0.0026807897,0.0011906872,0.005996476,0.010201077,0.003429682,0.055922903],"study_design_scores_gemma":[0.00042211276,0.0000046056607,0.96060044,0.00027405025,0.0002791827,8.6909813e-7,0.032412052,0.00072217005,0.000058080626,0.000064848835,0.0049228687,0.00023874539],"about_ca_topic_score_codex":0.0006763414,"about_ca_topic_score_gemma":0.08033045,"teacher_disagreement_score":0.079654105,"about_ca_system_score_codex":0.00010659279,"about_ca_system_score_gemma":0.0000072806115,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W6991017844","doi":"","title":"Evolving Technologies, Competition and the New Role of Regulation: Introduction and Synopsis of the Book","year":2010,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Université de Sherbrooke","funders":"","keywords":"Competition (biology); Work (physics)","score_opus":0.0025080091164364745,"score_gpt":0.1511044626111378,"score_spread":0.14859645349470132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991017844","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":[0.971295,0.000809536,0.00011010344,0.010087479,0.00026417448,0.00032148047,0.0000016219577,0.000095740405,0.017014876],"genre_scores_gemma":[0.99795455,0.000033350687,0.00012554672,0.00005385173,0.00017129484,7.9165466e-7,0.000004749313,0.0000056581425,0.0016502325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99949944,0.0000040657214,0.00014602343,0.00013572513,0.00013346235,0.00008126528],"domain_scores_gemma":[0.9993655,0.00002270314,0.00029540763,0.00018315893,0.00012838842,0.000004834717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011658052,0.00008502079,0.00013928741,0.00010329701,0.00022798547,0.000031854936,0.00012979146,0.000047379006,0.00011096154],"category_scores_gemma":[0.000063552114,0.00005712717,0.000042958847,0.0003227488,0.00044191137,0.00052162935,0.000177408,0.000099580255,0.0000016510485],"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":[0.00010401466,0.000019184161,0.077481076,0.000075537166,0.000056706627,3.481202e-7,0.00043697088,0.000043775588,0.008715379,0.8945557,0.01101136,0.0074999635],"study_design_scores_gemma":[0.0020544792,0.00001874481,0.48904875,0.00012340941,0.00024340335,0.000010379463,0.011817096,0.00480958,0.0025952982,0.036283534,0.4527118,0.00028352428],"about_ca_topic_score_codex":0.00021984553,"about_ca_topic_score_gemma":0.00010052755,"teacher_disagreement_score":0.85827214,"about_ca_system_score_codex":0.000006736444,"about_ca_system_score_gemma":0.000011372109,"threshold_uncertainty_score":0.23295784},"labels":[],"label_agreement":null},{"id":"W6991703101","doi":"","title":"Improving International Regulatory Cooperation","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Leverage (statistics); Work (physics); International law; Ex-ante; International Action; International development","score_opus":0.015532676430672207,"score_gpt":0.22671509939995854,"score_spread":0.21118242296928633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991703101","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":[0.5806348,0.0004740332,0.0016718156,0.008395569,0.006449046,0.0006100586,0.000013285869,0.00070916873,0.40104225],"genre_scores_gemma":[0.9881165,0.0000017903818,0.00015096187,0.005342961,0.0013285193,0.000075699696,0.000056461915,0.000017068905,0.00491005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990867,0.000010856063,0.00019264889,0.0002280223,0.00032756434,0.00015421893],"domain_scores_gemma":[0.999546,0.0000092586515,0.00012772236,0.00018674831,0.000119718854,0.0000105841855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002206545,0.00010423794,0.000100333535,0.00008410302,0.000755552,0.0002741004,0.00024844497,0.000017794075,0.0028714575],"category_scores_gemma":[0.00003947106,0.000110490975,0.000054883625,0.00020837132,0.000038485457,0.00085249625,0.00036358243,0.00013822949,0.00039701312],"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":[0.000050842213,0.000097673255,0.009388745,0.000032294553,0.000045553545,0.000009901781,0.000036379533,0.0024874958,0.0021956363,0.93477315,0.042542126,0.008340191],"study_design_scores_gemma":[0.00066998065,0.000007929394,0.018710466,0.000008170213,0.000014157428,0.0000036383724,0.00030427065,0.010047882,0.000050591152,0.0028250187,0.9671281,0.00022977678],"about_ca_topic_score_codex":0.0003972575,"about_ca_topic_score_gemma":0.0001555633,"teacher_disagreement_score":0.9319481,"about_ca_system_score_codex":0.00007923667,"about_ca_system_score_gemma":0.000016828611,"threshold_uncertainty_score":0.9980401},"labels":[],"label_agreement":null},{"id":"W6991937780","doi":"","title":"International Regulatory Cooperation: Agency Efforts Could Benefit from Increased Collaboration and Interagency Guidance","year":2013,"lang":"en","type":"report","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Health Canada; National Highway Traffic Safety Administration; Pipeline and Hazardous Materials Safety Administration; Animal and Plant Health Inspection Service; National Institute of Standards and Technology; U.S. Department of Energy; World Health Organization; European Commission; U.S. Consumer Product Safety Commission; U.S. Department of Agriculture; Agricultural Marketing Service; U.S. Department of Transportation; U.S. Department of State; U.S. Department of Health and Human Services; United States Agency for International Development; U.S. Department of Commerce; U.S. Department of Justice","keywords":"Agency (philosophy); Government (linguistics); Accountability; Order (exchange); Regulatory agency; Regulatory authority; Information sharing","score_opus":0.014452283938590785,"score_gpt":0.18705789563113392,"score_spread":0.17260561169254313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991937780","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":[0.9062353,0.00031607936,0.00022113274,0.00045306876,0.00053313293,0.0005182359,0.0014676679,0.00015796415,0.09009741],"genre_scores_gemma":[0.96874887,0.0009922478,0.00038309477,0.000100696336,0.00040076938,1.4925504e-7,0.0060111014,0.000039029845,0.023324031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979244,0.000016316018,0.00040423436,0.0006590846,0.0007573849,0.00023860735],"domain_scores_gemma":[0.9971491,0.000054769473,0.0011785266,0.0004540542,0.001098697,0.000064863416],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068269925,0.000416889,0.0006712765,0.0005416319,0.00034989018,0.00025459958,0.00085502106,0.00019183192,0.0018733131],"category_scores_gemma":[0.000041051608,0.0005444684,0.00022690618,0.00065663166,0.00042696943,0.0071843104,0.0010734228,0.00023012266,0.00015924958],"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":[0.00015800056,0.00014274682,0.9303139,0.00024243906,0.00032579567,0.00005855188,0.000036986024,0.00008733993,1.8283701e-7,0.0004700515,0.055114917,0.013049132],"study_design_scores_gemma":[0.0005595905,0.000022046715,0.6832918,0.00018621936,0.00011472781,0.0000018120542,0.00004403267,0.00037462192,6.26907e-7,0.0001175062,0.31495094,0.00033608993],"about_ca_topic_score_codex":0.0021210157,"about_ca_topic_score_gemma":0.0025612817,"teacher_disagreement_score":0.25983602,"about_ca_system_score_codex":0.00010579169,"about_ca_system_score_gemma":0.00029575056,"threshold_uncertainty_score":0.99970067},"labels":[],"label_agreement":null},{"id":"W6996315364","doi":"","title":"The Search for Regulatory Excellence","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Excellence; Government (linguistics); Work (physics); Regulator; Best practice; Face (sociological concept); Democracy","score_opus":0.04830336301984743,"score_gpt":0.27089165756113004,"score_spread":0.2225882945412826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996315364","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":[0.35848585,0.004591266,0.0025525577,0.028665712,0.004571009,0.001838582,0.0000060596058,0.0006791243,0.59860986],"genre_scores_gemma":[0.9825756,0.00001444469,0.00021027547,0.002064079,0.0017721158,0.0000815053,0.0000054433854,0.00002049549,0.013256067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904174,0.000009690587,0.00017059417,0.00020209432,0.00029452943,0.00028133858],"domain_scores_gemma":[0.9992067,0.00006041812,0.00007050896,0.00032450602,0.00031110024,0.000026759211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057843956,0.0001114415,0.00011404194,0.00002998142,0.00064147933,0.00036218183,0.00030442592,0.000032861855,0.00004756374],"category_scores_gemma":[0.00009126341,0.000079305435,0.00006671986,0.00017359629,0.00014526359,0.00049289124,0.00015118875,0.00008352216,0.00077153085],"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":[0.000072670235,0.00002370515,0.0068244427,0.000051602707,0.000025400279,0.0000012441275,0.00004120618,0.00017513205,0.00008960361,0.7944663,0.19301802,0.005210635],"study_design_scores_gemma":[0.00045593674,0.000008417965,0.010443671,0.000021311598,0.000010288452,4.828531e-7,0.0005322678,0.0011555996,0.00007257301,0.020177083,0.9669813,0.0001410975],"about_ca_topic_score_codex":0.00021813175,"about_ca_topic_score_gemma":0.00022461796,"teacher_disagreement_score":0.77428925,"about_ca_system_score_codex":0.000029558432,"about_ca_system_score_gemma":0.00002837562,"threshold_uncertainty_score":0.9916726},"labels":[],"label_agreement":null},{"id":"W6998647254","doi":"","title":"Assessing terrorist finance regulation: do the means meet the ends?","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Hemopericardium; Proteogenomics; Fusible alloy","score_opus":0.028700525591920822,"score_gpt":0.22702484009504909,"score_spread":0.19832431450312826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998647254","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":[0.5966171,0.0015451589,0.0006958832,0.014306687,0.0026224765,0.00072777964,0.0000066598527,0.00015775934,0.3833205],"genre_scores_gemma":[0.99358433,0.00004336938,0.00009717711,0.00011105864,0.0007868336,0.0000014268675,0.000075665004,0.000021150328,0.005278969],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989909,0.000026453892,0.0001268591,0.0002379913,0.00039593637,0.00022188127],"domain_scores_gemma":[0.9986352,0.000050600138,0.00062841334,0.00041592767,0.00026333908,0.0000065554286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750091,0.0002171123,0.00024929843,0.000118201344,0.0012765097,0.00025018034,0.00057524233,0.00011122598,0.00006032306],"category_scores_gemma":[0.000020974436,0.00017084161,0.00016438897,0.00040771128,0.00015307889,0.0011593346,0.00013158891,0.00018005031,0.00011156071],"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":[0.00042014554,0.00032629792,0.16164626,0.0018108024,0.0008582757,0.000024316447,0.006099853,0.0014018452,0.0006675067,0.35273424,0.41618893,0.057821535],"study_design_scores_gemma":[0.00016824978,0.000002635552,0.7675525,0.00014231309,0.00018552109,5.960889e-7,0.0578135,0.00060767034,0.000006394049,0.001173408,0.17215574,0.00019145392],"about_ca_topic_score_codex":0.00091632927,"about_ca_topic_score_gemma":0.11236364,"teacher_disagreement_score":0.60590625,"about_ca_system_score_codex":0.00004832221,"about_ca_system_score_gemma":0.000025004181,"threshold_uncertainty_score":0.981801},"labels":[],"label_agreement":null},{"id":"W7000154229","doi":"","title":"Environmental Regulation and Productivity: New Findings on the Porter Analysis","year":2004,"lang":"fr","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Variable (mathematics); Relation (database); Concurrence; Context (archaeology)","score_opus":0.014207085321802536,"score_gpt":0.19723362202799066,"score_spread":0.18302653670618813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000154229","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":[0.9518767,0.0069565405,0.0004107067,0.03167627,0.0005893016,0.0006707754,0.0001466507,0.00004722198,0.007625846],"genre_scores_gemma":[0.975414,0.0015826044,0.00010384936,0.00017558863,0.0003059884,5.8395705e-7,0.0001772783,0.000012945343,0.02222721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982689,0.00004147354,0.00029814566,0.00075705815,0.00037666893,0.00025774684],"domain_scores_gemma":[0.99853355,0.000072570954,0.00045563944,0.00082946254,0.000053294305,0.00005548273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024597425,0.00028154964,0.00039915091,0.00020865304,0.0009084077,0.00020269294,0.00035980067,0.00009543459,0.00020035796],"category_scores_gemma":[0.00003774928,0.00026226745,0.000099931196,0.00032139005,0.0005724507,0.001773987,0.0006606474,0.00013863151,0.000024957897],"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":[0.0013368181,0.0016125825,0.56959325,0.0007618577,0.010528482,0.00048113076,0.0013463505,0.0018707073,0.001970537,0.048177227,0.24251878,0.1198023],"study_design_scores_gemma":[0.0014704615,0.000050856866,0.69335365,0.00019020404,0.0025731607,0.000019575225,0.0010172953,0.0004963964,0.000064201646,0.0015605415,0.298832,0.0003716617],"about_ca_topic_score_codex":0.009947935,"about_ca_topic_score_gemma":0.0038727007,"teacher_disagreement_score":0.12376043,"about_ca_system_score_codex":0.00016382438,"about_ca_system_score_gemma":0.00003419805,"threshold_uncertainty_score":0.99998295},"labels":[],"label_agreement":null},{"id":"W7000796338","doi":"","title":"Government of Canada supports the development and adoption of clean technologies in Ontario","year":2023,"lang":"en","type":"other","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Work (physics); Agency (philosophy)","score_opus":0.016704313930964512,"score_gpt":0.18765078769176774,"score_spread":0.17094647376080324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000796338","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017453456,0.0000668177,0.00002016473,0.0005542241,0.00018597017,0.00025982477,0.0000012369354,0.00010890074,0.9813494],"genre_scores_gemma":[0.5628705,0.00003225006,0.00018739095,0.000052725703,0.000024279589,0.000019542782,0.0000037444072,0.000071051305,0.4367385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994317,9.243607e-7,0.00016382187,0.0000890817,0.00024119829,0.0000732653],"domain_scores_gemma":[0.9997058,0.0000073042393,0.00018212557,0.000090348454,0.000013351562,0.0000010522582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007179873,0.00007920987,0.0001373192,0.000052695625,0.00002028633,0.000007588153,0.00007218013,0.00003365196,0.00017624148],"category_scores_gemma":[0.00000897591,0.00005255818,0.000010018337,0.00009655279,0.000033813823,0.000026793943,0.0001241264,0.000040925213,0.0000013174757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012411539,0.000029980172,0.42874444,0.0003871674,0.0000918214,0.0000037105156,0.0001502903,0.000017371563,0.00000240857,0.017477341,0.43899104,0.11409201],"study_design_scores_gemma":[0.000089736306,0.0000012375991,0.42410457,0.00017334725,0.000007089521,5.7082474e-8,0.0055392194,0.000009423968,0.000021655063,0.00014443784,0.56982666,0.000082576924],"about_ca_topic_score_codex":0.7236083,"about_ca_topic_score_gemma":0.99941,"teacher_disagreement_score":0.5454171,"about_ca_system_score_codex":0.00008556327,"about_ca_system_score_gemma":0.00007078665,"threshold_uncertainty_score":0.27823222},"labels":[],"label_agreement":null},{"id":"W7005333732","doi":"","title":"Professional Regulation and Change in Times of Crisis: Differing Opportunities Within and Across Ecologies","year":2024,"lang":"en","type":"article","venue":"Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Université TÉLUQ; Université du Québec à Trois-Rivières","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Value (mathematics); Pandemic; Coronavirus disease 2019 (COVID-19); Climate change","score_opus":0.13884595020755908,"score_gpt":0.35755208102165337,"score_spread":0.2187061308140943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005333732","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":[0.9470207,0.0014582393,0.0000834061,0.0034401028,0.0004280027,0.00050762773,0.000054156244,0.00009455148,0.046913195],"genre_scores_gemma":[0.9891371,0.001180536,0.00021026024,0.00017792104,0.0001562029,0.0000010653914,0.000014044676,0.000026676937,0.009096201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99806327,0.0001272613,0.00038328068,0.0005566782,0.00037874837,0.0004907464],"domain_scores_gemma":[0.99881136,0.00014333703,0.00042489165,0.00025877965,0.00027658552,0.000085047584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064780173,0.00033306784,0.0006110507,0.0019962646,0.00090015196,0.0010267174,0.0010175678,0.00013567769,0.0006140554],"category_scores_gemma":[0.00007269776,0.00033453142,0.00011473256,0.0017206658,0.0005019976,0.008481121,0.0038360052,0.0002737463,0.000006695349],"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":[0.00051085907,0.00013062723,0.20741217,0.0007119944,0.0003480794,0.00038953323,0.0016546102,0.000018125265,0.00024453647,0.78310466,0.0033919965,0.002082784],"study_design_scores_gemma":[0.0021848043,0.00007839781,0.6330187,0.0010637743,0.0002778083,0.000027185175,0.3088041,0.0019750562,0.0002228164,0.017465718,0.033946976,0.0009347103],"about_ca_topic_score_codex":0.0058664507,"about_ca_topic_score_gemma":0.0027960928,"teacher_disagreement_score":0.76563895,"about_ca_system_score_codex":0.0014013952,"about_ca_system_score_gemma":0.00007123836,"threshold_uncertainty_score":0.99991065},"labels":[],"label_agreement":null},{"id":"W7009507742","doi":"","title":"Emissions: The Canadian Retail Sector and Effective Climate Governance","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Climate change; Government (linguistics); Climate governance","score_opus":0.015275717608204793,"score_gpt":0.21900020921638125,"score_spread":0.20372449160817646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009507742","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":[0.61271614,0.0031611978,0.00000858024,0.023479415,0.0013768593,0.0012438495,0.000053376774,0.00021647898,0.35774413],"genre_scores_gemma":[0.99077153,0.000027644664,0.000016465032,0.0067436723,0.0003902866,0.00015934679,0.000007916864,0.0000147794835,0.0018683786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991495,0.000024553497,0.000121244004,0.0002177705,0.0002207433,0.00026617703],"domain_scores_gemma":[0.9995715,0.000039352108,0.00010175249,0.00020576194,0.000052835847,0.000028801529],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028148096,0.000116305375,0.00012134431,0.000029990157,0.002347713,0.00026378673,0.00019705115,0.00002007038,0.001388248],"category_scores_gemma":[0.000067920126,0.000088892775,0.000042737618,0.0002657973,0.00007956453,0.0003234676,0.00026831438,0.0002049414,0.00016078098],"study_design_candidate":"not_applicable","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":[0.00006553712,0.000031571337,0.13301435,0.00010855687,0.000072156756,0.000025449632,0.00016247449,0.00021860367,0.000110656045,0.7923248,0.06450931,0.009356553],"study_design_scores_gemma":[0.00022624068,0.0000060235952,0.23471479,0.000017451604,0.000014330147,0.0000022410252,0.00023024098,0.0003667276,0.0000048151264,0.0029045711,0.7613879,0.00012465415],"about_ca_topic_score_codex":0.061481215,"about_ca_topic_score_gemma":0.18338032,"teacher_disagreement_score":0.7894202,"about_ca_system_score_codex":0.00010914323,"about_ca_system_score_gemma":0.00002856133,"threshold_uncertainty_score":0.9995246},"labels":[],"label_agreement":null},{"id":"W7010053932","doi":"","title":"FutureFuel Releases Third Quarter and Nine-Month 2015 Results","year":2015,"lang":"en","type":"other","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Work (physics)","score_opus":0.020459664001788048,"score_gpt":0.24635321896932796,"score_spread":0.2258935549675399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010053932","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":[0.000013482797,0.0025760676,0.000019895599,0.0030164416,0.000545632,0.00019580839,0.00001455161,0.0003827439,0.99323535],"genre_scores_gemma":[0.0009524828,0.00011790771,0.00014941138,0.001405301,0.0038329882,0.000011686226,0.0001245771,0.00012085995,0.99328476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990316,0.0000052913165,0.00020400363,0.00033446721,0.000239917,0.00018472353],"domain_scores_gemma":[0.99935615,0.000008947759,0.0002271261,0.0002772661,0.00011520057,0.000015283846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001058946,0.00026078074,0.000299542,0.00020222545,0.00006942487,0.00018115086,0.0001270027,0.00013019213,0.0007953694],"category_scores_gemma":[0.000040051127,0.00019178512,0.00004251226,0.00015865601,0.00006374758,0.00020142824,0.00012250553,0.000088203764,0.0010451728],"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":[0.000032822536,0.000015566826,0.00021000992,0.000078992096,0.0000371284,0.0000029403843,0.000012612099,4.362563e-7,3.9688518e-7,0.0021886907,0.99658847,0.00083192444],"study_design_scores_gemma":[0.00065319275,0.000007736754,0.0017548054,0.00010570688,0.000037925303,6.8184664e-7,0.00023965571,0.00007981093,1.09993486e-7,0.0008379924,0.996009,0.0002733728],"about_ca_topic_score_codex":0.000450755,"about_ca_topic_score_gemma":0.0011837009,"teacher_disagreement_score":0.003287356,"about_ca_system_score_codex":0.0000087848575,"about_ca_system_score_gemma":0.000013517606,"threshold_uncertainty_score":0.9997326},"labels":[],"label_agreement":null},{"id":"W7010176316","doi":"","title":"Giving Regulatory Cooperation a Reality Check","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Negotiation; European union; Harmonization; Externality; Reality check; Set (abstract data type); Market access; Trade barrier; Member state; Ex-ante","score_opus":0.021827377584931716,"score_gpt":0.24225442922207868,"score_spread":0.22042705163714696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010176316","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":[0.7317085,0.00015507056,0.00020384588,0.0018608684,0.0007555175,0.00035687498,0.0000015989121,0.00027295438,0.26468474],"genre_scores_gemma":[0.9846955,0.0000050581066,0.00009969057,0.0032132063,0.0009804192,0.000020318947,0.000020361469,0.000020515257,0.010944934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989441,0.000012948432,0.00025010933,0.00030822997,0.000250503,0.00023410497],"domain_scores_gemma":[0.999265,0.000015620259,0.00013780103,0.00038868026,0.00017551486,0.000017373952],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030192675,0.00015520243,0.00019877795,0.00005671448,0.00027474287,0.00032047686,0.0001711727,0.000058096524,0.0015483949],"category_scores_gemma":[0.00005128719,0.00014613855,0.000073571435,0.0002608189,0.00005168914,0.0011945298,0.00013124713,0.000119603086,0.0037758155],"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":[0.00004799188,0.000070712915,0.09231338,0.00027384202,0.000051929263,0.0000037247055,0.0000474745,0.0006716832,0.003121737,0.86040264,0.040718593,0.0022763012],"study_design_scores_gemma":[0.0006158938,0.000007745062,0.3001949,0.000083998646,0.000017479128,0.0000012881591,0.00014689851,0.0027840734,0.00013047368,0.0042989654,0.69139034,0.000327968],"about_ca_topic_score_codex":0.00057281886,"about_ca_topic_score_gemma":0.0004911825,"teacher_disagreement_score":0.85610366,"about_ca_system_score_codex":0.000042676143,"about_ca_system_score_gemma":0.000017052516,"threshold_uncertainty_score":0.9993643},"labels":[],"label_agreement":null},{"id":"W7011349279","doi":"","title":"MATERIAL PRODUZIDO PELO PROCESSO DE REGULAMENTAÇÃO COMO SUBSÍDIO EXTRÍNSECO À INTERPRETAÇÃO: UM ESTUDO DO USO DO RIAS PELA CORTE FEDERAL DO CANADÁ","year":2010,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Governo; Government (linguistics); Sample (material); ICTS","score_opus":0.1415008735893894,"score_gpt":0.4766209443327486,"score_spread":0.3351200707433592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011349279","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":[0.9656095,0.008851259,0.00017159877,0.0016258312,0.00920479,0.0021033913,0.00010666558,0.0001450133,0.012181935],"genre_scores_gemma":[0.9884875,0.0026700487,0.0001245233,0.0011105083,0.0024832431,0.00018968541,0.000071219,0.00022042423,0.0046428377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925701,0.00025473954,0.002335696,0.001546554,0.0017378778,0.0015550408],"domain_scores_gemma":[0.9932222,0.00017312846,0.003371357,0.001301936,0.0016312051,0.00030017135],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0026685125,0.0013016944,0.0020783003,0.0013314174,0.0018816397,0.018982422,0.0050744484,0.00039845452,0.040891867],"category_scores_gemma":[0.00052053755,0.0012416799,0.0005358869,0.0018063874,0.00056013605,0.007403136,0.003404508,0.0013251319,0.0001792143],"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":[0.0014172045,0.0007334249,0.7948478,0.0015570825,0.00096151093,0.00015156723,0.0010740815,0.00007181577,0.020952322,0.000547737,0.15575294,0.021932518],"study_design_scores_gemma":[0.0024136896,0.000028756005,0.91399455,0.0026432492,0.0005993707,0.00008184766,0.0018897537,0.00085917866,0.002332722,0.0051014163,0.0680092,0.0020462875],"about_ca_topic_score_codex":0.0056176605,"about_ca_topic_score_gemma":0.0037674794,"teacher_disagreement_score":0.119146734,"about_ca_system_score_codex":0.00033082702,"about_ca_system_score_gemma":0.00052523694,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W7018947344","doi":"","title":"Étude comparative des règlements, normes et documents d'entreprises québécoise sur le cadenassage","year":2009,"lang":"fr","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Government (linguistics); Context (archaeology); Field (mathematics); Subject (documents); Agency (philosophy)","score_opus":0.05412651922984402,"score_gpt":0.28830423725744214,"score_spread":0.23417771802759813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018947344","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":[0.29702473,0.01883307,0.0015757488,0.049038608,0.001082257,0.00091588905,0.000011502434,0.00035262672,0.63116556],"genre_scores_gemma":[0.92510283,0.0011641816,0.0006281302,0.006136391,0.00037030692,0.000018751503,0.000035355908,0.00001945801,0.066524625],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978858,0.000047260517,0.0005361037,0.0005033549,0.00042522998,0.000602256],"domain_scores_gemma":[0.99886656,0.00005642788,0.00030777307,0.00030915297,0.0004195666,0.000040545285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002524483,0.0004326738,0.00048360226,0.0001698132,0.0005944135,0.0007811073,0.00032273497,0.000078396166,0.001949109],"category_scores_gemma":[0.000050198723,0.00040884787,0.0001789734,0.0005031841,0.00023144382,0.0033259143,0.00021440262,0.00016093302,0.0012489101],"study_design_candidate":"not_applicable","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":[0.00015540273,0.0020522068,0.18394974,0.00045180245,0.0005997646,0.000043039257,0.0027886853,0.0010111114,0.0003121964,0.3256694,0.43392098,0.04904564],"study_design_scores_gemma":[0.0014400118,0.000034562287,0.53564274,0.00030105124,0.00010242894,0.0000018047172,0.0024027731,0.00084769865,0.0001973575,0.0111769615,0.4473461,0.0005064973],"about_ca_topic_score_codex":0.008224422,"about_ca_topic_score_gemma":0.011391313,"teacher_disagreement_score":0.62807804,"about_ca_system_score_codex":0.00009124077,"about_ca_system_score_gemma":0.00006337569,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W7023885059","doi":"","title":"The Production Function of the Regulatory State","year":2017,"lang":"en","type":"article","venue":"Discover Archive (Vanderbilt University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"","score_opus":0.015426225215678912,"score_gpt":0.19121176320071812,"score_spread":0.1757855379850392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023885059","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":[0.7941291,0.000040765517,0.0015802025,0.0043766964,0.0015974388,0.00039407326,0.000004560193,0.000051174207,0.197826],"genre_scores_gemma":[0.9839765,0.000023676175,0.0000050972276,0.00006778047,0.00017556123,6.181554e-7,0.0000016404969,0.0000056807426,0.015743455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99946463,0.00001406746,0.00008257928,0.00015680931,0.00016345743,0.00011847399],"domain_scores_gemma":[0.999101,0.000021512711,0.00027399894,0.00052225345,0.00007662922,0.000004597729],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009617234,0.000081073114,0.00007798241,0.000057187193,0.0018761674,0.0001393513,0.00040336582,0.000011150825,0.000008018609],"category_scores_gemma":[0.00006496489,0.000049853104,0.00008980599,0.0001077322,0.00041512543,0.0008248537,0.0003547349,0.0000678518,0.000013289934],"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":[0.000773706,0.0001173266,0.28412285,0.00015007521,0.000298516,0.0000035366975,0.00045631226,0.0016493523,0.0030342208,0.6470856,0.032190073,0.030118411],"study_design_scores_gemma":[0.00020063393,0.000004125169,0.82737046,0.000033422224,0.000036926987,1.6045698e-7,0.0005160691,0.000157304,0.00009836507,0.01865114,0.15285696,0.00007440909],"about_ca_topic_score_codex":0.00011510098,"about_ca_topic_score_gemma":0.00069434725,"teacher_disagreement_score":0.6284345,"about_ca_system_score_codex":0.00001695824,"about_ca_system_score_gemma":0.000020959324,"threshold_uncertainty_score":0.99942327},"labels":[],"label_agreement":null},{"id":"W7024300042","doi":"","title":"The Role of Stakeholder Relationships in Regulatory Excellence","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Excellence; Agency (philosophy); Task (project management); Stakeholder; Work (physics)","score_opus":0.06056848102430139,"score_gpt":0.24006287764201098,"score_spread":0.1794943966177096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024300042","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":[0.7250478,0.003077754,0.000045119155,0.0017570369,0.00039143945,0.00028185346,0.0000010292026,0.00008567535,0.2693123],"genre_scores_gemma":[0.9975255,0.000012232212,0.0000855705,0.00023469646,0.0002595851,0.00002042675,0.0000026058246,0.000010868826,0.0018484766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910253,0.000025475463,0.00026905184,0.00015496514,0.0002715416,0.00017641684],"domain_scores_gemma":[0.999308,0.000058467605,0.00015099169,0.00030189514,0.00016397107,0.00001669931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062182616,0.00009660209,0.00012512712,0.000057066023,0.00024148617,0.00010349243,0.00021568722,0.000039189414,0.000043640943],"category_scores_gemma":[0.00017329193,0.00007422405,0.000036687627,0.0003190202,0.00013109075,0.0005674497,0.000103810766,0.00014686679,0.00025973198],"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":[0.000027213973,0.000034310902,0.27190256,0.000018943503,0.000010966521,0.000001153989,0.00010487508,0.00047633305,0.00009729174,0.7187135,0.00679259,0.0018202075],"study_design_scores_gemma":[0.00059406966,0.000006049928,0.32093623,0.00007020291,0.000012064045,5.338859e-7,0.0030383777,0.0011741372,0.00010036548,0.1674478,0.50643206,0.00018808749],"about_ca_topic_score_codex":0.0004895514,"about_ca_topic_score_gemma":0.0014069643,"teacher_disagreement_score":0.5512657,"about_ca_system_score_codex":0.000028478664,"about_ca_system_score_gemma":0.000024099785,"threshold_uncertainty_score":0.3338416},"labels":[],"label_agreement":null},{"id":"W7024583860","doi":"","title":"Snowing and Towing in Montréal: The Inspector General's Fight against Collusion in Two Industries","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Mandate; Collusion; Accountability; Inspector general; Procurement; Order (exchange); Legislation; Process (computing); Reservation","score_opus":0.02450762972749726,"score_gpt":0.25730869103657034,"score_spread":0.23280106130907308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024583860","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":[0.9559348,0.00073061965,0.0000062668237,0.006588689,0.00029550632,0.0002460454,0.0000010044322,0.00004416224,0.036152896],"genre_scores_gemma":[0.99564,0.00007976311,0.000048844344,0.002689133,0.00066460756,0.000029842982,0.0000040521277,0.000014869388,0.0008289331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908185,0.000015399783,0.00023958425,0.0002446169,0.00017364717,0.0002449302],"domain_scores_gemma":[0.9994249,0.000028481487,0.00014835094,0.00033716363,0.000047526435,0.000013630419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002879814,0.00015352004,0.00020265144,0.00009269397,0.00094090786,0.00079994375,0.00028555808,0.000043579166,0.000040642637],"category_scores_gemma":[0.00016986043,0.00011613409,0.000032084678,0.00019480988,0.00010967486,0.0012689187,0.00041858028,0.00021566867,0.000044915247],"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":[0.000058123987,0.00005862822,0.895222,0.00006128492,0.00002697129,0.00005879181,0.00028001046,0.0007629815,0.0009327208,0.07083841,0.009443511,0.022256557],"study_design_scores_gemma":[0.0013655131,0.0000033919869,0.78448504,0.00023680838,0.000008994044,6.217366e-7,0.00049762474,0.0038962346,0.00009510771,0.0026725018,0.2064868,0.00025136527],"about_ca_topic_score_codex":0.009022798,"about_ca_topic_score_gemma":0.029966826,"teacher_disagreement_score":0.19704328,"about_ca_system_score_codex":0.000045513007,"about_ca_system_score_gemma":0.000013494212,"threshold_uncertainty_score":0.9975762},"labels":[],"label_agreement":null},{"id":"W7025709674","doi":"","title":"Who to Inspect? Using Employee\\nComplaint Data to Inform Workplace\\nInspections in Ontario","year":2020,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Complaint; Christian ministry; Enforcement; Data collection","score_opus":0.10560893200312466,"score_gpt":0.26080581934990044,"score_spread":0.15519688734677578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025709674","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":[0.45665503,7.555965e-7,0.0034125426,0.0040258947,0.00028458325,0.0010361924,0.0000140978345,0.00034064866,0.53423023],"genre_scores_gemma":[0.9909203,0.00024722947,0.0029559871,0.005042747,0.00053765555,0.0000048660304,0.00006150728,0.000044899112,0.00018481207],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985474,0.0000119598835,0.00023539962,0.00057343696,0.0002531574,0.0003786564],"domain_scores_gemma":[0.9991919,0.000020340956,0.00010059512,0.0004953326,0.00013978092,0.000052090272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010720432,0.00024371073,0.00030240708,0.0058097993,0.0004000604,0.00023440787,0.0007615234,0.000054046075,0.00012499475],"category_scores_gemma":[0.000083592524,0.00027638976,0.00005366886,0.013001906,0.000034191056,0.0016622503,0.0015521849,0.0002365165,0.0002548681],"study_design_candidate":"not_applicable","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":[0.0022565774,0.0007073702,0.8040801,0.0005121448,0.0005610065,0.0006845944,0.048302926,0.029905466,0.00009925845,0.048925124,0.037596207,0.026369201],"study_design_scores_gemma":[0.00057248195,0.000029020679,0.047510136,0.00008439811,0.000042585958,0.0000011325671,0.0014609973,0.0031467818,0.0000039625284,0.0000023651473,0.94681287,0.00033325062],"about_ca_topic_score_codex":0.42047513,"about_ca_topic_score_gemma":0.8283819,"teacher_disagreement_score":0.9092167,"about_ca_system_score_codex":0.0004883679,"about_ca_system_score_gemma":0.00019787636,"threshold_uncertainty_score":0.9999688},"labels":[],"label_agreement":null},{"id":"W7029925854","doi":"","title":"Managing the Monster","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Legislation; Statute; Government (linguistics); European union; Encyclopedia; Freedom of information; Position (finance); Relation (database)","score_opus":0.021896089512471503,"score_gpt":0.24204170069615155,"score_spread":0.22014561118368003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029925854","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":[0.07093946,0.00024885644,0.00070077874,0.014604591,0.0010431098,0.00022069519,5.4664355e-7,0.00023099562,0.91201097],"genre_scores_gemma":[0.97647643,0.0000058287774,0.00009669041,0.014445985,0.003007607,0.00001717155,0.000002155548,0.000014888489,0.005933214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925846,0.000006800135,0.00014033138,0.00018266763,0.00019427645,0.00021747338],"domain_scores_gemma":[0.99947757,0.000014376794,0.00007497327,0.00030101283,0.00012272815,0.00000932155],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017468589,0.000112238435,0.000099419965,0.000039022776,0.00061693165,0.00038169592,0.00025687867,0.000025490086,0.00094685354],"category_scores_gemma":[0.000022377179,0.00007573316,0.00005623952,0.00023268707,0.0001871332,0.0005916829,0.0001917595,0.00009347757,0.0050216275],"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":[0.000028368615,0.000027918491,0.020809619,0.00004357776,0.00005597598,0.0000045260117,0.000077244,0.000027354688,0.0001493257,0.82540077,0.14008537,0.013289972],"study_design_scores_gemma":[0.00020633519,0.000004023887,0.031227194,0.000028168046,0.000017979604,9.2805294e-7,0.00022788734,0.001101634,0.000036774698,0.028776959,0.9382297,0.00014246661],"about_ca_topic_score_codex":0.00036469646,"about_ca_topic_score_gemma":0.00052867975,"teacher_disagreement_score":0.90607774,"about_ca_system_score_codex":0.000011201061,"about_ca_system_score_gemma":0.0000042708366,"threshold_uncertainty_score":0.99996644},"labels":[],"label_agreement":null},{"id":"W7033622775","doi":"","title":"Regulatory Capture in the Shipping Industry","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Enforcement; Maritime industry; Principal (computer security); Regulatory reform; International shipping; Maritime safety","score_opus":0.024792681492404114,"score_gpt":0.23710778424673554,"score_spread":0.2123151027543314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033622775","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":[0.7805009,0.0006385464,0.000010511947,0.009634711,0.00062270754,0.0003073241,0.000002326434,0.00012304947,0.20815994],"genre_scores_gemma":[0.98055947,0.000001325376,0.000017237733,0.01659929,0.0007072403,0.00009515974,0.000010459502,0.000014080849,0.0019957393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989492,0.000036091005,0.0001918743,0.00021788516,0.0003700478,0.00023489054],"domain_scores_gemma":[0.99952155,0.000025524794,0.00010365924,0.00030652224,0.000034189106,0.000008562288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004934561,0.00012363786,0.00013085637,0.000083617,0.00067499443,0.00019734977,0.0004048602,0.000055585802,0.0011812357],"category_scores_gemma":[0.000034475568,0.0001009402,0.000059020862,0.00055683096,0.000058036232,0.00044384916,0.00027810573,0.0006586056,0.00014849573],"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":[0.0000353548,0.00010860287,0.13367416,0.00007152554,0.000030026342,0.00004735556,0.00045231768,0.0027095468,0.00010516451,0.7685567,0.092775166,0.0014340627],"study_design_scores_gemma":[0.00037519078,0.00000383878,0.23232982,0.000022165394,0.0000115985895,0.0000041384114,0.0049842894,0.00031634542,0.0000030042352,0.009296682,0.7524551,0.00019783905],"about_ca_topic_score_codex":0.0007116137,"about_ca_topic_score_gemma":0.00053764525,"teacher_disagreement_score":0.75926006,"about_ca_system_score_codex":0.00005087582,"about_ca_system_score_gemma":0.000016280175,"threshold_uncertainty_score":0.99973184},"labels":[],"label_agreement":null},{"id":"W7039406402","doi":"","title":"L’opérationnalisation de la justice procédurale par les politiques environnementales des banques au Québec","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Economic Justice; Context (archaeology); South–South cooperation; Publics","score_opus":0.01179778282315806,"score_gpt":0.205515461686813,"score_spread":0.19371767886365496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039406402","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":[0.8791286,0.02539048,0.00040177171,0.0012157023,0.0006719314,0.0004542188,0.00003404387,0.00018826504,0.09251501],"genre_scores_gemma":[0.96114415,0.00088132016,0.00046535832,0.00024665392,0.00072905445,0.000115796895,0.0008455671,0.00004208089,0.03553002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977666,0.00018992972,0.00045240653,0.0005355707,0.0005802418,0.00047521578],"domain_scores_gemma":[0.9985593,0.00015626173,0.0006059775,0.0002347567,0.00037033457,0.00007339921],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00033500657,0.00046560404,0.00034372884,0.00034269947,0.023413427,0.0002721698,0.00036607988,0.00024357368,0.00049811305],"category_scores_gemma":[0.00016339909,0.0005617733,0.00026295788,0.00033432874,0.0008600949,0.0014218563,0.0003138111,0.00034174157,0.000055932982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006757644,0.00057211524,0.6275015,0.0026204616,0.00064428576,0.00041979525,0.07517174,0.0073761707,0.006216301,0.26392516,0.0026498816,0.012226847],"study_design_scores_gemma":[0.00069776323,0.000041211388,0.60747534,0.0003833043,0.0009461482,0.00011051211,0.1782585,0.002388118,0.0011917853,0.0020844429,0.20573345,0.0006894126],"about_ca_topic_score_codex":0.5721138,"about_ca_topic_score_gemma":0.26672152,"teacher_disagreement_score":0.30539232,"about_ca_system_score_codex":0.009693229,"about_ca_system_score_gemma":0.0016148533,"threshold_uncertainty_score":0.9996834},"labels":[],"label_agreement":null},{"id":"W7043477298","doi":"","title":"Studying Environmental Regulation in Laboratory Environments","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Harbour; Work (physics); Government (linguistics); Emissions trading; Government regulation; Environmental policy; Public policy; Environmental regulation","score_opus":0.007318666817759766,"score_gpt":0.14658106442214888,"score_spread":0.1392623976043891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043477298","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":[0.89293545,0.000057196587,0.000009707047,0.0005119784,0.0001008268,0.00016166216,0.000011314581,0.000037312162,0.106174566],"genre_scores_gemma":[0.99537706,0.000003121828,0.000010640612,0.0001475604,0.00006349193,2.5968095e-7,0.00001590258,0.000007751039,0.00437423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993845,0.000014893037,0.00015464696,0.0001599086,0.00016235794,0.00012364375],"domain_scores_gemma":[0.9995574,0.000013355066,0.00016341261,0.00025184618,0.0000032709736,0.000010711286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021187623,0.000110008674,0.0001248093,0.00020780756,0.00020645432,0.00010386093,0.00034458013,0.00003508317,0.00001885664],"category_scores_gemma":[0.0000036586919,0.00010336575,0.000076233046,0.00040843565,0.0001068003,0.002732008,0.0002251055,0.00007598388,0.000021531368],"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":[0.000063130974,0.00025335763,0.98800725,0.000013813502,0.000027464184,0.00003158591,0.00007793739,0.00038994942,0.0012032795,0.0059529175,0.0015773436,0.002401994],"study_design_scores_gemma":[0.00031627185,0.000009663341,0.9196698,0.00003796269,0.000011935997,7.2449103e-7,0.00034021956,0.00013007717,0.00052434014,0.00053823256,0.07829583,0.00012492469],"about_ca_topic_score_codex":0.0000038907037,"about_ca_topic_score_gemma":0.0000017258812,"teacher_disagreement_score":0.10244161,"about_ca_system_score_codex":0.000042204385,"about_ca_system_score_gemma":0.000010002624,"threshold_uncertainty_score":0.42151332},"labels":[],"label_agreement":null},{"id":"W7044114064","doi":"","title":"What Makes a “Best-in-Class” Regulator?","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Regulator; Enforcement; Process (computing); Session (web analytics); Regulatory focus theory; Set (abstract data type); Regulatory state; Focus (optics)","score_opus":0.0375068808249058,"score_gpt":0.25783566115462886,"score_spread":0.22032878032972306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044114064","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":[0.6291698,0.0029792755,0.00005289839,0.01034434,0.0032821344,0.0004982315,0.000001211611,0.00036013965,0.353312],"genre_scores_gemma":[0.98371893,0.000039822917,0.000162134,0.004502941,0.0014147195,0.000043531814,0.000009452964,0.000030045047,0.0100784125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986843,0.000013021734,0.00028379034,0.00032530664,0.00035228554,0.00034130964],"domain_scores_gemma":[0.9992793,0.000017281007,0.00012362431,0.00035667818,0.00018336091,0.000039724862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002838874,0.00019805308,0.00025199907,0.00012590317,0.00014475273,0.0007763198,0.0002484469,0.000067711866,0.0002567996],"category_scores_gemma":[0.00007835564,0.00018320892,0.000074611584,0.0004444551,0.000093453484,0.0026777512,0.0001709763,0.0001371824,0.0033602628],"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":[0.00013776323,0.00023345307,0.10291358,0.00015862823,0.0000616355,0.000059833197,0.00020377427,0.0006517798,0.0001403999,0.7704185,0.114457294,0.010563338],"study_design_scores_gemma":[0.0011679401,0.000014144042,0.025508365,0.00019268574,0.000020661078,0.0000025737327,0.0021095576,0.0010910311,0.00003677388,0.030590588,0.93889827,0.0003674228],"about_ca_topic_score_codex":0.0004928336,"about_ca_topic_score_gemma":0.0018962591,"teacher_disagreement_score":0.82444096,"about_ca_system_score_codex":0.00006312369,"about_ca_system_score_gemma":0.000024694678,"threshold_uncertainty_score":0.9974157},"labels":[],"label_agreement":null},{"id":"W7066216927","doi":"","title":"Improving Regulatory Processes Around the World","year":2014,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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); Variety (cybernetics); Process (computing); White paper; Best practice; Regulatory reform; Public policy","score_opus":0.016258707516946466,"score_gpt":0.22819090544686846,"score_spread":0.211932197929922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066216927","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":[0.2918354,0.0012867162,0.0015386177,0.009915901,0.0016495168,0.00070795877,0.0000015075906,0.0007974596,0.69226694],"genre_scores_gemma":[0.97961175,0.0000033244528,0.00013282077,0.0068625677,0.0030052487,0.000045898796,0.0000046262985,0.000025565012,0.010308164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892896,0.000013010134,0.00022427888,0.00027575684,0.00027737906,0.00028062504],"domain_scores_gemma":[0.99914193,0.00006905824,0.00018774785,0.0003964978,0.00018848223,0.000016301143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034441464,0.00017421796,0.00016916906,0.00007017765,0.0006916306,0.00058998534,0.00034076665,0.00003069253,0.0002316706],"category_scores_gemma":[0.00018556006,0.0001220874,0.00006273904,0.000498274,0.00014576605,0.00092438946,0.00017799276,0.00014366783,0.0008451183],"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":[0.000036541525,0.00006121134,0.03383415,0.0005503947,0.00005561078,0.0000019752256,0.000042732223,0.00027997603,0.00039889492,0.9013654,0.048607845,0.014765246],"study_design_scores_gemma":[0.00033055895,0.000004856616,0.034010097,0.000071241186,0.000033557855,8.734655e-7,0.00018872383,0.00153174,0.000114890274,0.01628408,0.9471639,0.00026549393],"about_ca_topic_score_codex":0.00038301898,"about_ca_topic_score_gemma":0.0031363135,"teacher_disagreement_score":0.89855605,"about_ca_system_score_codex":0.000021877078,"about_ca_system_score_gemma":0.000019416051,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W7071117632","doi":"","title":"Retribution, Restoration, and White-Collar Crime","year":2008,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance 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":"University of Lethbridge","funders":"University of Montana","keywords":"Variety (cybernetics); Harm; Retributive justice; Corporation; Restorative justice; Culpability","score_opus":0.024323521883883942,"score_gpt":0.2340538213581465,"score_spread":0.20973029947426255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071117632","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":[0.737366,0.0015987641,0.0013496014,0.008596977,0.0010355173,0.0005704927,0.0000067952033,0.00058063597,0.24889521],"genre_scores_gemma":[0.99191356,0.000057492412,0.0002614577,0.003133664,0.0009914198,0.000018380002,0.000026150843,0.0000151238355,0.0035827807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990939,0.000009997047,0.00022048764,0.00024841237,0.0002286869,0.00019851654],"domain_scores_gemma":[0.999333,0.000012993247,0.000111492634,0.00022473937,0.00029557885,0.000022152528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015102768,0.00013174483,0.00016104743,0.00007375329,0.0007733517,0.00018329719,0.00010973983,0.00005357618,0.00028727952],"category_scores_gemma":[0.00012712163,0.00013142428,0.00003904238,0.0003893483,0.00013490093,0.0010173838,0.00009630618,0.00009280724,0.0006920606],"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":[0.000049465183,0.000060247414,0.31579807,0.00007849821,0.000037053742,0.000018848119,0.00008000992,0.000058878213,0.0002932003,0.4272691,0.25578007,0.00047656923],"study_design_scores_gemma":[0.00039021345,0.000007000956,0.45813474,0.000020444815,0.000014210003,0.000005520674,0.00006661002,0.00019704379,0.00003115096,0.005764088,0.5351838,0.00018519777],"about_ca_topic_score_codex":0.00019839732,"about_ca_topic_score_gemma":0.00016645408,"teacher_disagreement_score":0.421505,"about_ca_system_score_codex":0.00002674129,"about_ca_system_score_gemma":0.000017250015,"threshold_uncertainty_score":0.889527},"labels":[],"label_agreement":null},{"id":"W7093551797","doi":"","title":"L'encadrement légal et les types de déviance dans les services de placement","year":2010,"lang":"fr","type":"article","venue":"Cairn.info","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Publics; Jurisprudence; Limiting; Context (archaeology); Order (exchange)","score_opus":0.018916563442540942,"score_gpt":0.25679577955549787,"score_spread":0.23787921611295693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093551797","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":[0.70703644,0.0060659577,0.0021597475,0.030463196,0.0024201719,0.00043505643,0.00001597639,0.00020564435,0.25119781],"genre_scores_gemma":[0.9191326,0.0004999817,0.0015011303,0.0026081349,0.001634128,0.00006329969,0.000025259484,0.000038938822,0.07449655],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842066,0.00002678854,0.00034584373,0.0003331432,0.0003182836,0.00055527885],"domain_scores_gemma":[0.9991166,0.000045718047,0.00025125188,0.00031398569,0.00022792247,0.00004449735],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004968983,0.00031398298,0.00025437304,0.00009600217,0.0005426002,0.0004602819,0.00038467714,0.00016433718,0.0025161016],"category_scores_gemma":[0.00004911717,0.00031652726,0.00012417427,0.00020667004,0.00020254268,0.00076100335,0.0002702655,0.0003195657,0.00056780886],"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":[0.00008464341,0.00026846796,0.7237984,0.0018638422,0.00025369317,0.000026692047,0.0062866146,0.0021527244,0.0041621244,0.19701123,0.031163374,0.032928213],"study_design_scores_gemma":[0.00044453412,0.00001629147,0.29378167,0.00028522575,0.000102459526,0.000004712352,0.002427566,0.0064680986,0.00033794856,0.0007408705,0.69505113,0.00033950328],"about_ca_topic_score_codex":0.0068935766,"about_ca_topic_score_gemma":0.017783616,"teacher_disagreement_score":0.66388774,"about_ca_system_score_codex":0.00025894048,"about_ca_system_score_gemma":0.00007453295,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W7093722387","doi":"","title":"OIRA Reinvigorated","year":2019,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Memorandum; Staffing; Regulatory affairs; Directive; Interim; Legislation; Regulatory reform; Regulatory authority; Compliance (psychology)","score_opus":0.01841991615465744,"score_gpt":0.23299613900646313,"score_spread":0.2145762228518057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093722387","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":[0.30345488,0.0038954678,0.000101250334,0.005997067,0.005114116,0.0011489034,0.000008763459,0.00041232875,0.6798672],"genre_scores_gemma":[0.91955525,0.00012825929,0.00012811145,0.0085458,0.0022348906,0.000030479017,0.00004527738,0.00007816687,0.06925376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968891,0.00003953708,0.0007442608,0.0008742421,0.00064018246,0.00081264303],"domain_scores_gemma":[0.9978684,0.000047085952,0.00051136455,0.0009450067,0.00055840734,0.00006970585],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004100271,0.0005592311,0.00065838353,0.00018085222,0.00067974965,0.001362589,0.000612633,0.00020998559,0.019432966],"category_scores_gemma":[0.00009309227,0.00055967574,0.00027512238,0.0011163219,0.00020368682,0.0024764054,0.00053453766,0.00045010657,0.075586595],"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":[0.0003098498,0.00035613967,0.1278464,0.0013188166,0.00049945945,0.000045004548,0.00010709317,0.00085283135,0.0017618783,0.71912456,0.14006962,0.0077083353],"study_design_scores_gemma":[0.0016471583,0.0000353768,0.03920716,0.0003977057,0.00010918422,0.00000197711,0.0004304128,0.0032773232,0.00009891453,0.006475628,0.94747823,0.00084093655],"about_ca_topic_score_codex":0.00076099904,"about_ca_topic_score_gemma":0.00028070481,"teacher_disagreement_score":0.8074086,"about_ca_system_score_codex":0.00008736304,"about_ca_system_score_gemma":0.000055957757,"threshold_uncertainty_score":0.99968547},"labels":[],"label_agreement":null},{"id":"W7095000972","doi":"10.1007/978-3-031-97689-6_5","title":"Climate Adaptation Laws in Quebec: Normative Lifecycle of Public Infrastructure Projects in the Light of Participative Democracy and Collaborative Governance","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Normative; Corporate governance; Adaptation (eye); Transnational governance; Citizen journalism; Conceptual framework; Private sector; Environmental law; Incentive","score_opus":0.01378757498706179,"score_gpt":0.21671421357439308,"score_spread":0.2029266385873313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095000972","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":[0.14319076,0.024520464,0.057347547,0.023728084,0.0020728237,0.011626219,0.000315638,0.0003370664,0.7368614],"genre_scores_gemma":[0.99919164,0.0001737311,0.0002596304,0.00011735115,0.00007072295,0.000042585314,0.000013877646,0.000015875488,0.00011460476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896395,0.000015440977,0.00043521804,0.00020223555,0.00019517499,0.00018799811],"domain_scores_gemma":[0.99909115,0.00022958654,0.00038362475,0.00013602371,0.0001551167,0.000004480294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020930369,0.00024347205,0.0004229709,0.00031616847,0.0000357109,0.000051708303,0.00014116208,0.0001281112,0.000013742124],"category_scores_gemma":[0.0004009768,0.00019542963,0.000035731166,0.00053383096,0.000050482628,0.00042028222,0.000100084246,0.0003004374,5.839081e-7],"study_design_candidate":"simulation_or_modeling","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":[0.00016453325,0.00009142557,0.03270481,0.005690057,0.00019038079,0.000022244712,0.028608402,0.36186495,0.00024943057,0.52206236,0.00026135315,0.048090026],"study_design_scores_gemma":[0.00392408,0.00010077483,0.5041653,0.014234895,0.00019601348,0.000002101916,0.0025178886,0.358021,0.00057462347,0.08323804,0.03110782,0.0019174442],"about_ca_topic_score_codex":0.0003450744,"about_ca_topic_score_gemma":0.036945913,"teacher_disagreement_score":0.85600084,"about_ca_system_score_codex":0.00007036026,"about_ca_system_score_gemma":0.000045026383,"threshold_uncertainty_score":0.9806273},"labels":[],"label_agreement":null},{"id":"W7095736923","doi":"","title":"Gable Consulting Ten Things You Needs to Know About Compliance","year":2007,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Compliance (psychology); Gable; Enforcement; Reputation; Financial services; Complaint; Task (project management); Shareholder","score_opus":0.03169746512180167,"score_gpt":0.2684981703672421,"score_spread":0.23680070524544045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095736923","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":[0.06650737,0.00025526294,0.017963072,0.005694552,0.00055517413,0.0003278392,5.2168485e-7,0.00047315852,0.90822303],"genre_scores_gemma":[0.9468902,0.000006686988,0.00322615,0.015669344,0.00084882526,0.0000105444615,0.000005292784,0.000023105002,0.033319894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889535,0.0000021191818,0.0002780191,0.00021489587,0.00021461034,0.00039501567],"domain_scores_gemma":[0.99936444,0.000038780236,0.000112128175,0.00019507261,0.00026921686,0.000020372212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040431382,0.00015824016,0.00018569085,0.00021991639,0.00037229582,0.00026946416,0.00021411006,0.0000350657,0.00042822977],"category_scores_gemma":[0.000099430945,0.000137195,0.000052180167,0.00083171786,0.000046826204,0.0007468572,0.00019118837,0.000079053476,0.0019341827],"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":[0.00013736184,0.00014375325,0.25305527,0.0003273724,0.00008843892,0.000015866624,0.0009826283,0.00038173448,0.0031434374,0.33972228,0.26715586,0.13484602],"study_design_scores_gemma":[0.00043058384,0.000005666325,0.12555164,0.00015832786,0.00001478623,0.0000015073082,0.002704058,0.0027457853,0.000162732,0.0010322296,0.86685485,0.0003378231],"about_ca_topic_score_codex":0.0002928639,"about_ca_topic_score_gemma":0.00007018462,"teacher_disagreement_score":0.8803828,"about_ca_system_score_codex":0.000023381981,"about_ca_system_score_gemma":0.0000060909074,"threshold_uncertainty_score":0.99884295},"labels":[],"label_agreement":null},{"id":"W7096067638","doi":"","title":"Commissioner The Walkerton Inquiry Prepared by:","year":2015,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Tragedy (event); Water supply; Measure (data warehouse); Argument (complex analysis); Action (physics)","score_opus":0.09374427244717287,"score_gpt":0.27509267476606036,"score_spread":0.1813484023188875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096067638","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":[0.058863997,0.00036234365,0.0011701448,0.02595969,0.0008457912,0.00023516471,3.0161635e-7,0.0002764246,0.91228616],"genre_scores_gemma":[0.97043663,0.0000029014973,0.000040455277,0.0054319855,0.00056314183,0.000012770669,0.0000076065294,0.000007592803,0.023496917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953866,0.000004762453,0.00009716836,0.000098787015,0.00015734594,0.00010328298],"domain_scores_gemma":[0.99966836,0.000010642212,0.00004780722,0.00017056709,0.00009503501,0.000007615543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014014212,0.00006922129,0.00006864039,0.000020969663,0.00015274243,0.00013110251,0.0001452883,0.000016630393,0.000269656],"category_scores_gemma":[0.00003673537,0.000037111666,0.00002532923,0.00014729734,0.000052764102,0.00030141577,0.00013451617,0.000032471595,0.0006220137],"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":[0.000009577833,0.000015434012,0.003697018,0.000004256521,0.0000070094356,2.0852366e-7,0.00012164666,0.000017448005,0.000030558054,0.00892793,0.98438406,0.0027848585],"study_design_scores_gemma":[0.0002137865,0.0000020099053,0.0045933616,0.0000049819905,0.000006738884,2.3457356e-7,0.0015624787,0.0020770214,0.000022391345,0.0038226258,0.9876193,0.00007506816],"about_ca_topic_score_codex":0.00011712338,"about_ca_topic_score_gemma":0.000017495217,"teacher_disagreement_score":0.91157264,"about_ca_system_score_codex":0.000008150495,"about_ca_system_score_gemma":0.0000053429535,"threshold_uncertainty_score":0.79949355},"labels":[],"label_agreement":null},{"id":"W7096230375","doi":"","title":"Draft Only: Comments Welcome Evaluating Regulatory Instrument Choice","year":2015,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Scrutiny; Task (project management); Protocol (science); Tribunal; Broadcasting (networking); Object (grammar)","score_opus":0.12950820423431264,"score_gpt":0.3208099060043734,"score_spread":0.19130170177006078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096230375","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":[0.7006889,0.0000989835,0.00019655604,0.00606703,0.0010007601,0.00027846755,4.0883918e-7,0.00027165396,0.2913972],"genre_scores_gemma":[0.98704237,0.0000015205903,0.0005304131,0.0056455843,0.0010156228,0.000019319656,0.000012526465,0.000018246055,0.0057143774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987539,0.000011697244,0.00026562312,0.00023216929,0.0004928242,0.00024379216],"domain_scores_gemma":[0.9993083,0.000020922185,0.00015360281,0.00026867134,0.00022638515,0.000022121589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042898522,0.00015866294,0.00017573936,0.000111830865,0.00021686462,0.00020931089,0.00020154235,0.000033083896,0.00036120112],"category_scores_gemma":[0.000101371756,0.00013652087,0.000052914198,0.00026702174,0.00004824996,0.00077145704,0.00028859626,0.00007063927,0.0009238758],"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":[0.000048028625,0.0001965264,0.5931409,0.00011393432,0.00011191369,0.0000025574152,0.00018929267,0.00041020563,0.000117917494,0.09216889,0.23775242,0.075747445],"study_design_scores_gemma":[0.0018391242,0.000022548445,0.45248172,0.00006168758,0.00003829388,0.0000013601618,0.001112976,0.011952834,0.00002110343,0.005655694,0.5264463,0.00036639278],"about_ca_topic_score_codex":0.00029837096,"about_ca_topic_score_gemma":0.00010249168,"teacher_disagreement_score":0.28869388,"about_ca_system_score_codex":0.00006961937,"about_ca_system_score_gemma":0.000029470624,"threshold_uncertainty_score":0.999854},"labels":[],"label_agreement":null},{"id":"W7096315637","doi":"","title":"Newfoundland","year":2012,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Quarter (Canadian coin); Order (exchange); Work (physics); Table (database); Legislation","score_opus":0.03552542746783383,"score_gpt":0.2416775287439613,"score_spread":0.2061521012761275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096315637","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":[0.07094825,0.0001005007,0.000706753,0.00097589457,0.0003647358,0.0000344729,2.5793435e-8,0.00009608289,0.9267733],"genre_scores_gemma":[0.9885491,0.0000010961257,0.00010627068,0.0027582152,0.0014635128,0.0000028691325,0.0000011755129,0.0000033919011,0.00711433],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997541,4.9029745e-7,0.000043949945,0.000036638703,0.00005488293,0.000109978726],"domain_scores_gemma":[0.9998999,0.0000033617114,0.0000185044,0.000053624273,0.000021454565,0.000003113926],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000045373046,0.00003611461,0.00003769182,0.000028005306,0.000070412454,0.000053419066,0.00003451457,0.0000075158973,0.0009987189],"category_scores_gemma":[0.0000067895803,0.0000268455,0.00001655416,0.00008726951,0.000010534676,0.0006067409,0.000035170895,0.000012667626,0.00238332],"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":[0.0000017398344,0.000014519154,0.6303931,0.0000067808364,0.0000044392764,6.2219435e-8,0.00000887766,0.0000015701157,0.000019988385,0.32650825,0.038306385,0.004734277],"study_design_scores_gemma":[0.00005616989,2.3336884e-7,0.43442717,0.0000010601751,0.000002631331,1.6190035e-7,0.000039277107,0.000101887286,0.0000012062371,0.0013045943,0.5640281,0.000037538233],"about_ca_topic_score_codex":0.00008928848,"about_ca_topic_score_gemma":0.000040320563,"teacher_disagreement_score":0.91965896,"about_ca_system_score_codex":0.0000035202231,"about_ca_system_score_gemma":6.5989826e-7,"threshold_uncertainty_score":0.9999145},"labels":[],"label_agreement":null},{"id":"W7097564449","doi":"","title":"and Control, British Columbia,","year":2008,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.015441032963715037,"score_gpt":0.17912813348992954,"score_spread":0.1636871005262145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097564449","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":[0.7711995,0.0001669537,0.00043310196,0.00067223975,0.00009267364,0.000081583,3.5880655e-7,0.0001063944,0.22724715],"genre_scores_gemma":[0.9806633,0.000024011944,0.000051725918,0.0030480362,0.00023255225,0.0000048939055,9.319646e-7,0.0000037783925,0.015970746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997179,8.71934e-7,0.00006209118,0.0000842217,0.00005976015,0.00007518665],"domain_scores_gemma":[0.9998809,0.000005546254,0.00002260405,0.000041671607,0.000046098474,0.0000031664736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026253454,0.000027468115,0.00006915035,0.000010614439,0.00023858508,0.00024568636,0.000029414376,0.000010428345,0.00062237954],"category_scores_gemma":[0.000011354193,0.000039306367,0.00001492602,0.00006504348,0.00005402917,0.00027827927,0.00002771629,0.000016208658,0.000092888105],"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":[0.0000021192373,0.00001423152,0.8014855,0.000013405609,0.000011073488,0.000011590673,0.0000052060404,0.0000013839475,0.000017207221,0.001779588,0.18712969,0.009529017],"study_design_scores_gemma":[0.00037468324,0.000001261399,0.84852266,0.0000042089882,0.000003892379,0.0000083408895,0.000031966072,0.0004325205,1.8033754e-7,0.0013137886,0.14924802,0.000058491885],"about_ca_topic_score_codex":0.008827682,"about_ca_topic_score_gemma":0.011051982,"teacher_disagreement_score":0.21127641,"about_ca_system_score_codex":0.0000017448234,"about_ca_system_score_gemma":0.0000017262952,"threshold_uncertainty_score":0.99777263},"labels":[],"label_agreement":null},{"id":"W7097714006","doi":"","title":"Corporate Social Responsibility and What’s the Beef? The Contested Governance of","year":2015,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Corporate governance; Corporate social responsibility; Internationalization; Politics; Social responsibility; International relations","score_opus":0.10224602285131032,"score_gpt":0.26417420354535465,"score_spread":0.16192818069404433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097714006","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":[0.9267237,0.00059805193,0.000076975586,0.037223607,0.00030207005,0.00025544403,8.934409e-7,0.00003896992,0.034780264],"genre_scores_gemma":[0.9965303,0.000016266995,0.000009567512,0.0017185078,0.00017560233,0.0000053660947,6.8848794e-7,0.0000031180905,0.0015405931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995608,0.000015882033,0.00012253618,0.000087345856,0.00014344066,0.00007003613],"domain_scores_gemma":[0.99939907,0.000051690633,0.00021405314,0.00011958345,0.00021267339,0.0000029368553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004578914,0.000056351735,0.00008954783,0.0000075373,0.00017069367,0.00019219003,0.000109490364,0.00001330704,0.00002174536],"category_scores_gemma":[0.00012474804,0.00002728695,0.00002256185,0.00016014832,0.00022321162,0.00058893894,0.00011201717,0.000036813308,0.00001577498],"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":[0.00028633268,0.000048552887,0.08571049,0.000044252447,0.000049074486,8.994213e-7,0.00080615573,0.00001547871,0.00014232937,0.80308497,0.08181795,0.027993508],"study_design_scores_gemma":[0.0004101203,0.0000053799513,0.90630513,0.000012792107,0.00001597359,3.6863676e-7,0.0053609996,0.001156809,0.000022077149,0.031391088,0.05524955,0.00006970648],"about_ca_topic_score_codex":0.00012332393,"about_ca_topic_score_gemma":0.00022092392,"teacher_disagreement_score":0.82059467,"about_ca_system_score_codex":0.0000060994776,"about_ca_system_score_gemma":0.000012377229,"threshold_uncertainty_score":0.18532929},"labels":[],"label_agreement":null},{"id":"W7097941565","doi":"","title":"The Centre for Studies in Agriculture, Law and the Environment and The Canadian Agricultural Energy End-Use and Data Analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Energy (signal processing); Agricultural productivity; Energy policy; Field (mathematics); Work (physics)","score_opus":0.03354063623635546,"score_gpt":0.22402274365710667,"score_spread":0.19048210742075122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097941565","genre_codex":"commentary","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":[0.25312158,0.03780777,0.0007884292,0.6036948,0.0007833581,0.0046289833,0.00009463059,0.00014560456,0.09893482],"genre_scores_gemma":[0.9946316,0.0009495507,0.000032410528,0.00257907,0.00013098489,0.000031453914,0.000030113248,0.0000029358284,0.0016118654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936473,0.000031808293,0.00013722073,0.00020938762,0.000096584416,0.00016023699],"domain_scores_gemma":[0.99930644,0.000353946,0.00007036293,0.0002196838,0.000038982344,0.000010572309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690453,0.00011222788,0.00018493886,0.000028285585,0.0010412361,0.0005190312,0.00016200524,0.000018200679,0.000004154802],"category_scores_gemma":[0.000076408855,0.000036545942,0.000029835843,0.00014427489,0.00058718194,0.00029236273,0.0002941445,0.000034832374,7.6919326e-7],"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":[0.000027286438,0.0000042147008,0.0115673,0.000011304117,0.00040074703,1.5158446e-7,0.00025986342,0.000057760284,0.0000013487721,0.97509676,0.010305163,0.0022680957],"study_design_scores_gemma":[0.0017578267,0.0000020376758,0.28403354,0.000008641914,0.0004669842,5.8000387e-7,0.0062650293,0.009711623,0.0000013098369,0.007309091,0.6902976,0.00014575112],"about_ca_topic_score_codex":0.07734053,"about_ca_topic_score_gemma":0.8315883,"teacher_disagreement_score":0.9677877,"about_ca_system_score_codex":0.00001183165,"about_ca_system_score_gemma":0.0000018495139,"threshold_uncertainty_score":0.92880356},"labels":[],"label_agreement":null},{"id":"W7099904594","doi":"","title":"Incentives for Pollution Abatement: Regulation,","year":2015,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Incentive; Pollution; Pollutant; Public policy; Environmental policy; Government (linguistics)","score_opus":0.07504867446719007,"score_gpt":0.27276904000181235,"score_spread":0.19772036553462227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099904594","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":[0.06617115,0.00026717366,0.2129436,0.020636221,0.0017509203,0.0012947973,0.0000029695523,0.00064808154,0.69628507],"genre_scores_gemma":[0.99052346,0.0000011638017,0.00087479217,0.0011772184,0.0006594728,0.000031058018,0.000020544354,0.0000067944256,0.006705503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995449,0.0000018178212,0.00012114886,0.000112075235,0.00011311572,0.000106909865],"domain_scores_gemma":[0.99958897,0.000004539315,0.00007226584,0.00007765658,0.00025067304,0.000005885303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014243217,0.00006323114,0.00006858637,0.000068182366,0.00012159811,0.00009713276,0.000056598023,0.000015338883,0.00008994696],"category_scores_gemma":[0.00004222384,0.000053003598,0.0000315755,0.00015681447,0.000023908618,0.0006709248,0.000040394734,0.0000111780655,0.00018891253],"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":[0.00005577179,0.000038585567,0.009172178,0.000035275036,0.000021896585,9.042486e-8,0.000078681005,0.00041703103,0.00011926655,0.7787439,0.20309477,0.008222524],"study_design_scores_gemma":[0.0010281133,0.0000073036244,0.07935286,0.000012486351,0.000016541851,1.4520936e-7,0.0008756009,0.015682453,0.00007085752,0.092304684,0.8104949,0.00015403266],"about_ca_topic_score_codex":0.000042221796,"about_ca_topic_score_gemma":0.000027375449,"teacher_disagreement_score":0.9243523,"about_ca_system_score_codex":0.000019312418,"about_ca_system_score_gemma":0.000006622501,"threshold_uncertainty_score":0.24281514},"labels":[],"label_agreement":null},{"id":"W7100090807","doi":"","title":"Ten Contentions Of Corporate Manslaughter Legislation: Public Policy And The Legal Response To Workplace Accidents, Safety Science","year":2008,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Legislation; Parliament; Parallels; Public policy; Accident (philosophy); Executive summary; Poison control","score_opus":0.05135800763240716,"score_gpt":0.26565005034658545,"score_spread":0.2142920427141783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100090807","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":[0.67257625,0.00016083612,0.0053455355,0.15610151,0.0002806001,0.0006748591,0.0000021631338,0.000105723775,0.16475253],"genre_scores_gemma":[0.9820897,0.000023749208,0.00022221355,0.0028668179,0.00023477875,0.000014436884,0.0000015495701,0.0000057039792,0.014541055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906886,0.000021250216,0.00023950943,0.00018740482,0.00029603133,0.00018695371],"domain_scores_gemma":[0.9991132,0.00007121677,0.00018412399,0.00022106033,0.000394349,0.000016042826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008028453,0.000093974064,0.00014527007,0.00032357225,0.0007953927,0.00025357213,0.00024083271,0.00001575041,0.00008592528],"category_scores_gemma":[0.0003730039,0.00006070694,0.00004149742,0.0014254793,0.0007638281,0.001353678,0.0002585937,0.00004366086,0.000060841227],"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":[0.0011460015,0.000034203607,0.06941522,0.000008429692,0.000027612852,0.000002498155,0.0002376131,0.0000520183,0.00042373495,0.9161165,0.008843409,0.0036927855],"study_design_scores_gemma":[0.0011370943,0.0000055542664,0.87234974,0.000017252187,0.00000743661,0.000006516549,0.0003099132,0.0007037943,0.000015373587,0.002620056,0.12271919,0.00010804874],"about_ca_topic_score_codex":0.00050481316,"about_ca_topic_score_gemma":0.00014952291,"teacher_disagreement_score":0.91349643,"about_ca_system_score_codex":0.000021818807,"about_ca_system_score_gemma":0.000079500445,"threshold_uncertainty_score":0.61175984},"labels":[],"label_agreement":null},{"id":"W7100114816","doi":"","title":"Advisory Committees Terms of Reference 3.7 Occupational Health and Safety Act R.S.O 1990","year":2014,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Occupational safety and health; Certification; Effective safety training; Audit; Work (physics); Quality (philosophy); Christian ministry","score_opus":0.042214404900640164,"score_gpt":0.2741056540732883,"score_spread":0.23189124917264814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100114816","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":[0.30747432,0.00020346395,0.006519811,0.008639908,0.00024308907,0.00033136076,0.0000049405958,0.00017808704,0.676405],"genre_scores_gemma":[0.99598414,0.000027670545,0.0003599156,0.0029177289,0.00013047564,0.000003106365,0.000020640635,0.000004319232,0.0005519845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994592,0.000007778683,0.0001873486,0.000115168084,0.00012163923,0.00010888632],"domain_scores_gemma":[0.99965763,0.000034074208,0.0001390913,0.000107306936,0.000053284828,0.000008620546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017429214,0.00007275511,0.00014335934,0.000059789614,0.00015599218,0.00003391398,0.00007287666,0.00001575598,0.00014585529],"category_scores_gemma":[0.000032751857,0.00005677033,0.000019338288,0.00009268234,0.000059318285,0.00025533926,0.00008943824,0.000033968714,0.00003278186],"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":[0.00006130213,0.000032741613,0.58925605,0.00017537702,0.000014176212,4.8424774e-8,0.000042474196,0.000014846276,0.00002386957,0.33862835,0.011562766,0.060187973],"study_design_scores_gemma":[0.0002495604,0.000010207045,0.83479357,0.00002877625,0.0000025513527,1.7849821e-7,0.00008838837,0.0012398212,0.0000030167737,0.0037244062,0.15978993,0.00006961758],"about_ca_topic_score_codex":0.00018710896,"about_ca_topic_score_gemma":0.00010461031,"teacher_disagreement_score":0.6885099,"about_ca_system_score_codex":0.000005716932,"about_ca_system_score_gemma":0.000008263878,"threshold_uncertainty_score":0.23150268},"labels":[],"label_agreement":null},{"id":"W7100285317","doi":"","title":"1 EVIDENCE-BASED POLICY AND POLITICAL CONTROL: WHAT DOES REGULATORY IMPACT ASSESSMENT TELL US?","year":2014,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Politics; Bureaucracy; Delegation; Government (linguistics); Unintended consequences; Process (computing); Political process; Impact assessment","score_opus":0.02965596969569533,"score_gpt":0.3044486737138248,"score_spread":0.27479270401812944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100285317","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":[0.8858723,0.00047861616,0.0069729313,0.039846335,0.0004033335,0.00045162925,0.0000010753224,0.00030440604,0.06566939],"genre_scores_gemma":[0.9838768,0.000025503521,0.00016157798,0.014075139,0.0013598842,0.0000140139,0.0000024895157,0.00001447078,0.000470091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99886954,0.000023492781,0.00021119454,0.00025917284,0.00026664246,0.00036995733],"domain_scores_gemma":[0.99928254,0.00019109795,0.000093936294,0.00024856525,0.00014744725,0.00003642679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003596234,0.00018232306,0.00024182121,0.00017632458,0.00019442785,0.0008231034,0.000115332754,0.000044589728,0.00031360396],"category_scores_gemma":[0.00017871836,0.000111927446,0.00009192111,0.00017499684,0.00014546778,0.0019020393,0.000076711905,0.00006595485,0.000062896426],"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":[0.000039084443,0.00004304237,0.31099766,0.00009421219,0.000039372015,8.3148404e-7,0.000005954625,0.000111198504,0.00019358813,0.6761601,0.0015976715,0.010717298],"study_design_scores_gemma":[0.00078069523,0.000021376416,0.9452399,0.00017777886,0.000035870133,5.6794397e-7,0.0001567167,0.026372602,0.000028347657,0.011684117,0.01528461,0.0002173992],"about_ca_topic_score_codex":0.00050011964,"about_ca_topic_score_gemma":0.000054457443,"teacher_disagreement_score":0.664476,"about_ca_system_score_codex":0.00006698179,"about_ca_system_score_gemma":0.000048162503,"threshold_uncertainty_score":0.79372054},"labels":[],"label_agreement":null},{"id":"W7100878422","doi":"","title":"Research Study Some Obstacles to Good Corporate Governance In Canada and How to Overcome Them","year":2006,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Government (linguistics); Good governance; Context (archaeology); Key (lock)","score_opus":0.07757528142859896,"score_gpt":0.26374413795007695,"score_spread":0.186168856521478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100878422","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":[0.974792,0.000042822066,0.000008114995,0.0077318954,0.00009078332,0.00041549874,0.0000018448912,0.000020578083,0.016896432],"genre_scores_gemma":[0.99168366,0.000002951378,0.000048064914,0.0009644718,0.00021082108,0.000037679092,0.000001088528,0.000009589557,0.007041642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893284,0.00001179842,0.0001227855,0.00025072976,0.00040582469,0.0002760441],"domain_scores_gemma":[0.9996127,0.000037953858,0.00005556564,0.00015721236,0.00012280159,0.000013788392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579101,0.00010149548,0.00014837738,0.00007992965,0.00013828474,0.00024181372,0.0001486456,0.000010561528,0.00005783138],"category_scores_gemma":[0.000034076358,0.000085640524,0.000009395933,0.000672196,0.000016323816,0.0003942573,0.0002594278,0.0000666171,0.00006093209],"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":[0.000017900755,0.000046880094,0.9120265,0.000016279964,0.0000053105805,0.00001401006,0.000033092976,0.0001736256,0.000047261143,0.04986682,0.036334343,0.0014179294],"study_design_scores_gemma":[0.0002683762,0.000008479201,0.97429657,0.000015743086,0.0000016746791,1.3401647e-7,0.0019393249,0.000154027,0.000011580738,0.0033976731,0.01978454,0.00012189892],"about_ca_topic_score_codex":0.8795307,"about_ca_topic_score_gemma":0.98183125,"teacher_disagreement_score":0.10230055,"about_ca_system_score_codex":0.00014006374,"about_ca_system_score_gemma":0.00004830139,"threshold_uncertainty_score":0.34923193},"labels":[],"label_agreement":null},{"id":"W7104265726","doi":"10.71781/1621","title":"La responsabilité des administrateurs dans le régime de sanctions administratives pécuniaires en matière de protection de l’environnement","year":2024,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Sanctions; Legislator; Quality (philosophy); Order (exchange); Legislation; Liability","score_opus":0.03969682451476448,"score_gpt":0.3123959983763959,"score_spread":0.27269917386163145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104265726","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":[0.7844898,0.0008113886,0.0009247754,0.0028881677,0.0003323749,0.0013005559,0.00003306789,0.000022964836,0.2091969],"genre_scores_gemma":[0.8686572,0.000103106984,0.0043699555,0.00004546923,0.00049901457,0.0006791915,0.00022537528,0.00007262247,0.12534806],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976351,0.00029956855,0.00057625875,0.0006953855,0.00025425354,0.00053940696],"domain_scores_gemma":[0.99900246,0.00014952784,0.00032727423,0.00032256293,0.00014226435,0.000055915072],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011638391,0.00049581775,0.00040377636,0.00021948457,0.0012080648,0.0018088343,0.00054313865,0.00032907887,0.0024679617],"category_scores_gemma":[0.00028670955,0.0005265883,0.00019168902,0.00051228487,0.0004013015,0.0010031092,0.0002081064,0.00047133357,0.0008517547],"study_design_candidate":"design_other","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":[0.003211327,0.0032948696,0.061133984,0.00847639,0.0021623808,0.00042281803,0.117557436,0.00213413,0.04851551,0.054861095,0.0050238697,0.6932062],"study_design_scores_gemma":[0.0007327799,0.00018021798,0.41140234,0.0025877068,0.00064277864,0.000060311588,0.17219958,0.0032479921,0.005175536,0.008295086,0.39450896,0.00096671324],"about_ca_topic_score_codex":0.0019722062,"about_ca_topic_score_gemma":0.009820879,"teacher_disagreement_score":0.69223946,"about_ca_system_score_codex":0.00056844635,"about_ca_system_score_gemma":0.00078144827,"threshold_uncertainty_score":0.9999262},"labels":[],"label_agreement":null},{"id":"W7104282699","doi":"10.71781/1937","title":"L’exigence d’évaluation d’impact pour responsabiliser les entreprises face aux risques engendrés par l’intelligence artificielle","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"National Institute of Standards and Technology; Organisation de Coopération et de Développement Économiques; European Parliament; University of Toronto; University of Oxford","keywords":"Identity (music); Context (archaeology); Face (sociological concept)","score_opus":0.11956461276437862,"score_gpt":0.37266003583115254,"score_spread":0.2530954230667739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104282699","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":[0.7880444,0.00517198,0.0026401747,0.0034694371,0.0016935118,0.0024468298,0.000063168445,0.000024756759,0.19644573],"genre_scores_gemma":[0.79781,0.00064193853,0.0012174129,0.00008866795,0.00040243944,0.0001412519,0.00063252717,0.000043377266,0.19902234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964259,0.00016920504,0.0010340047,0.001176851,0.0006096603,0.0005843666],"domain_scores_gemma":[0.9967503,0.00040822907,0.0008330243,0.0007325959,0.0012322093,0.00004363775],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011059938,0.00071060733,0.00073107635,0.00039612802,0.001363652,0.001976757,0.0012276778,0.00032909447,0.024416635],"category_scores_gemma":[0.0011750882,0.0006880771,0.0003493728,0.0010121386,0.00016375139,0.001605843,0.0005116059,0.000363132,0.004717253],"study_design_candidate":"design_other","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":[0.0006870789,0.0005803879,0.02642146,0.00048701547,0.00040715595,0.000015032169,0.005205591,0.027137175,0.001264946,0.0012728068,0.009827114,0.9266942],"study_design_scores_gemma":[0.0007540878,0.000096563635,0.16183716,0.0037399796,0.001344167,0.0000032037874,0.073790245,0.106601834,0.029517557,0.0066305106,0.61312664,0.0025580812],"about_ca_topic_score_codex":0.0020205192,"about_ca_topic_score_gemma":0.0016984338,"teacher_disagreement_score":0.92413616,"about_ca_system_score_codex":0.00017303441,"about_ca_system_score_gemma":0.0005776093,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W7104444096","doi":"10.71781/19795","title":"Informations, intérêts, et consultations publiques : une analyse de l'impact des parties prenantes sur la réglementation canadienne","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Context (archaeology); Public information; Success factors","score_opus":0.008392886018155705,"score_gpt":0.2091442322275785,"score_spread":0.20075134620942278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104444096","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":[0.95265275,0.011301372,0.00044519946,0.002381283,0.00056147703,0.00052332156,0.00015175015,0.00018454807,0.031798303],"genre_scores_gemma":[0.97515935,0.00119431,0.00048318598,0.00037748367,0.00012521235,0.0001463193,0.003275403,0.000033006836,0.019205706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772334,0.00015982297,0.0006351818,0.00040588237,0.0004982284,0.0005775519],"domain_scores_gemma":[0.9973673,0.00023417131,0.00085291365,0.00025937983,0.0011691906,0.00011699978],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00048040567,0.0004724693,0.0004103537,0.00077869935,0.009987122,0.0005644554,0.0003582887,0.00017821237,0.00043053558],"category_scores_gemma":[0.0004129223,0.00053070945,0.00031450513,0.001249635,0.00039125417,0.0037228432,0.0002146229,0.00036841494,0.000039725717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047832605,0.0004410906,0.60635686,0.0009852631,0.0017423034,0.0002582227,0.12285045,0.06684225,0.0010558006,0.17788155,0.011302511,0.009805375],"study_design_scores_gemma":[0.0009572848,0.000045036162,0.69769394,0.00033590244,0.00060653925,0.0000789541,0.17041205,0.010954135,0.00017018698,0.00167923,0.116486974,0.0005797673],"about_ca_topic_score_codex":0.45388377,"about_ca_topic_score_gemma":0.33398768,"teacher_disagreement_score":0.17620233,"about_ca_system_score_codex":0.005521939,"about_ca_system_score_gemma":0.0023960685,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W7104449095","doi":"10.71781/23729","title":"Des technologies de contrôle aux partenariats public-privé : l'implication de l'entreprise privée dans le domaine correctionnel au Canada","year":2005,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Context (archaeology); Work (physics); Agency (philosophy)","score_opus":0.008078048883789329,"score_gpt":0.17235113358619736,"score_spread":0.16427308470240803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104449095","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":[0.911204,0.0122487815,0.007453659,0.01192881,0.001661449,0.00079492404,0.00003777026,0.0005518742,0.05411877],"genre_scores_gemma":[0.96956456,0.00067295827,0.0006757816,0.00019092167,0.0005618541,0.0001190358,0.00039584487,0.000042058142,0.027777007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721515,0.0000681535,0.00055407174,0.0007284239,0.00056235824,0.0008718131],"domain_scores_gemma":[0.99758756,0.00010389637,0.0007716018,0.0005046599,0.00091557624,0.000116708536],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00026222906,0.0005563191,0.00048693008,0.00037055445,0.015024246,0.00027749402,0.0006440863,0.00041616987,0.000045672452],"category_scores_gemma":[0.0003557294,0.0006581547,0.0002519378,0.000734174,0.0005854887,0.0012526825,0.00030755615,0.00039098825,0.000041749026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005480701,0.0005977531,0.66863865,0.00064182456,0.00088132994,0.00048530078,0.010926024,0.010501615,0.011107373,0.25489196,0.0075306906,0.033249423],"study_design_scores_gemma":[0.0014747467,0.000022937524,0.62345666,0.0003901693,0.00043797935,0.0002449637,0.15397802,0.008534136,0.0030303274,0.0024338958,0.20512076,0.0008753894],"about_ca_topic_score_codex":0.7939948,"about_ca_topic_score_gemma":0.94261354,"teacher_disagreement_score":0.25245807,"about_ca_system_score_codex":0.015457422,"about_ca_system_score_gemma":0.007153418,"threshold_uncertainty_score":0.99958694},"labels":[],"label_agreement":null},{"id":"W7104452399","doi":"10.71781/25543","title":"L’opérationnalisation de la justice procédurale par les politiques environnementales des banques au Québec","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Economic Justice; Context (archaeology); South–South cooperation; Publics","score_opus":0.01179778282315806,"score_gpt":0.205515461686813,"score_spread":0.19371767886365496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104452399","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":[0.8791286,0.02539048,0.00040177171,0.0012157023,0.0006719314,0.0004542188,0.00003404387,0.00018826504,0.09251501],"genre_scores_gemma":[0.96114415,0.00088132016,0.00046535832,0.00024665392,0.00072905445,0.000115796895,0.0008455671,0.00004208089,0.03553002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977666,0.00018992972,0.00045240653,0.0005355707,0.0005802418,0.00047521578],"domain_scores_gemma":[0.9985593,0.00015626173,0.0006059775,0.0002347567,0.00037033457,0.00007339921],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00033500657,0.00046560404,0.00034372884,0.00034269947,0.023413427,0.0002721698,0.00036607988,0.00024357368,0.00049811305],"category_scores_gemma":[0.00016339909,0.0005617733,0.00026295788,0.00033432874,0.0008600949,0.0014218563,0.0003138111,0.00034174157,0.000055932982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006757644,0.00057211524,0.6275015,0.0026204616,0.00064428576,0.00041979525,0.07517174,0.0073761707,0.006216301,0.26392516,0.0026498816,0.012226847],"study_design_scores_gemma":[0.00069776323,0.000041211388,0.60747534,0.0003833043,0.0009461482,0.00011051211,0.1782585,0.002388118,0.0011917853,0.0020844429,0.20573345,0.0006894126],"about_ca_topic_score_codex":0.5721138,"about_ca_topic_score_gemma":0.26672152,"teacher_disagreement_score":0.30539232,"about_ca_system_score_codex":0.009693229,"about_ca_system_score_gemma":0.0016148533,"threshold_uncertainty_score":0.9996834},"labels":[],"label_agreement":null},{"id":"W7104467570","doi":"10.71781/19435","title":"Les accords de poursuite suspendue et les nouveaux outils pour combattre la criminalité d’entreprise : un point de vue des études politiques","year":2024,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Organised crime; Clientelism; Poison control; Economic Justice","score_opus":0.08419386594722322,"score_gpt":0.36337399496465206,"score_spread":0.27918012901742884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104467570","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":[0.7236414,0.004366891,0.00013861417,0.0073333317,0.00035896662,0.0006593315,0.000049837443,0.00003263185,0.26341897],"genre_scores_gemma":[0.92806,0.00085221615,0.0038112719,0.0004090662,0.00060736545,0.00010803501,0.0005617919,0.00012688011,0.0654634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969566,0.00021741998,0.0007447075,0.0008843381,0.00037378247,0.00082316843],"domain_scores_gemma":[0.9979914,0.00031968646,0.0005241601,0.00043528722,0.0006505141,0.000078948106],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011443904,0.00077279046,0.0007671948,0.0003490814,0.0008004631,0.003824558,0.0010601406,0.00042724205,0.0076235957],"category_scores_gemma":[0.00038905302,0.0007684249,0.00034752084,0.0003894509,0.00024167511,0.0013489178,0.0007567905,0.00062943244,0.000998389],"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":[0.0005156364,0.0010174904,0.17157418,0.003996032,0.0014048279,0.00055742636,0.053603336,0.0002101728,0.0019258289,0.22372,0.010987811,0.53048724],"study_design_scores_gemma":[0.0011451497,0.000048496317,0.4776878,0.006165635,0.0016111676,0.000053222062,0.2789048,0.001236298,0.0025084298,0.04184995,0.18714705,0.001641997],"about_ca_topic_score_codex":0.014168036,"about_ca_topic_score_gemma":0.010929178,"teacher_disagreement_score":0.52884525,"about_ca_system_score_codex":0.00025942447,"about_ca_system_score_gemma":0.00038232285,"threshold_uncertainty_score":0.99977946},"labels":[],"label_agreement":null},{"id":"W7105667104","doi":"10.4018/979-8-3373-2492-0.ch002","title":"Behavioural Taxation and Law","year":2025,"lang":"ng","type":"book-chapter","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Corporate governance; Sustainability; Enforcement; Politics; Soft law; Carbon tax; Corporate sustainability; Production (economics)","score_opus":0.03734072241414277,"score_gpt":0.2334694308225596,"score_spread":0.19612870840841684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105667104","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":[0.00033999607,0.00066465535,0.0002783176,0.0024952304,0.0006131632,0.00031942816,0.00000450757,0.00010136383,0.99518335],"genre_scores_gemma":[0.3139359,0.00023067667,0.0001300665,0.0027799485,0.0005083894,0.0000104004075,0.00007162109,0.000022454731,0.6823105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988648,0.0000025680947,0.00034337712,0.00038633606,0.00021651197,0.0001863659],"domain_scores_gemma":[0.9990416,0.000023088116,0.00047371196,0.00020143417,0.00025015292,0.000010001499],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008949726,0.0003390404,0.00033684622,0.00017954435,0.00048381704,0.0004769492,0.00011365851,0.00015950252,0.002395887],"category_scores_gemma":[0.00001671918,0.0003159926,0.00010563392,0.000057116977,0.00017500331,0.0005574579,0.00031118718,0.00015259083,0.0004404104],"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":[0.000010407237,0.000008395018,0.006660572,0.000159099,0.00006977016,0.0000026153489,0.000009552891,0.000001277455,0.0000023457574,0.9762304,0.009607171,0.0072384253],"study_design_scores_gemma":[0.0005915581,0.000009764065,0.059003428,0.0006328309,0.00051563786,0.0000012997866,0.00012369116,0.0010662109,0.0000036490721,0.0408292,0.89653623,0.0006865066],"about_ca_topic_score_codex":0.0007296731,"about_ca_topic_score_gemma":0.00063867227,"teacher_disagreement_score":0.93540114,"about_ca_system_score_codex":0.000021473961,"about_ca_system_score_gemma":0.000008601016,"threshold_uncertainty_score":0.9999292},"labels":[],"label_agreement":null},{"id":"W7110972301","doi":"10.22004/ag.econ.359217","title":"Regulacja oparta na ryzyku jako refleksyjna strategia regulacyjna","year":2025,"lang":"pl","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Reflexivity; Order (exchange); Autonomy; Independence (probability theory); Control (management)","score_opus":0.03772644994100536,"score_gpt":0.2560704037850203,"score_spread":0.21834395384401492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110972301","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":[0.689455,0.0017221969,0.0010383035,0.01892275,0.00096761854,0.0009271413,0.000038726186,0.00014304473,0.28678524],"genre_scores_gemma":[0.85796344,0.0005890244,0.00032970132,0.0005162677,0.000244373,0.0000012169222,0.00007071447,0.000029511404,0.14025572],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9966784,0.00014144831,0.00054139906,0.0009743908,0.0007835814,0.0008807776],"domain_scores_gemma":[0.997332,0.00017452329,0.000500105,0.0010260519,0.00088647404,0.00008089654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009848345,0.0005090366,0.0008892291,0.00076531345,0.0012463172,0.00032057302,0.001248274,0.0002881242,0.0043056593],"category_scores_gemma":[0.00008764166,0.0006440906,0.00041204563,0.0019239826,0.000982176,0.00201862,0.0011813422,0.00046210014,0.0016215594],"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":[0.0017149674,0.0011212836,0.066031545,0.004747744,0.0020907258,0.00043237986,0.0027808577,0.0004326767,0.0045765424,0.31090814,0.5085115,0.096651666],"study_design_scores_gemma":[0.004993283,0.00015650544,0.5205144,0.001567601,0.0007183077,0.0000054751895,0.029766025,0.010251343,0.0003144073,0.004753972,0.42555308,0.0014055773],"about_ca_topic_score_codex":0.0020739571,"about_ca_topic_score_gemma":0.0016150387,"teacher_disagreement_score":0.45448285,"about_ca_system_score_codex":0.00016215253,"about_ca_system_score_gemma":0.00024798285,"threshold_uncertainty_score":0.99960107},"labels":[],"label_agreement":null},{"id":"W7114365273","doi":"","title":"McMillan's consumer protection act (Ontario)","year":2025,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.024281111647579432,"score_gpt":0.230262251033536,"score_spread":0.20598113938595658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114365273","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":[0.07020262,0.000039004455,0.0023331135,0.0031403252,0.00046207514,0.00023731371,6.2170656e-8,0.00017646517,0.92340904],"genre_scores_gemma":[0.9503748,0.0000016518838,0.00006149435,0.0020678402,0.00011394512,0.000028768609,0.0000018021966,0.0000031780605,0.047346547],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996326,0.0000015910875,0.00009113855,0.00011562963,0.00006594321,0.00009309071],"domain_scores_gemma":[0.9997914,0.0000044145618,0.000034488374,0.00009463235,0.0000732236,0.0000018845375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004991544,0.0000663478,0.000075765485,0.00009297922,0.00015841676,0.00010801546,0.00005539455,0.000020610794,0.0009783718],"category_scores_gemma":[0.000015135524,0.000053443735,0.00003285654,0.0002060589,0.000021390251,0.0001979231,0.00005646821,0.000042809315,0.00043450316],"study_design_candidate":"not_applicable","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":[0.000074530835,0.00006483404,0.4009045,0.00015730185,0.00013185042,0.0000020598793,0.000058873702,0.000051982035,0.00043562593,0.34247518,0.16255517,0.09308809],"study_design_scores_gemma":[0.00019067907,0.0000010040493,0.29825002,0.000014084692,0.000010069996,1.2456607e-7,0.00005889294,0.00043387094,0.00002932669,0.0052892445,0.69565713,0.00006554237],"about_ca_topic_score_codex":0.008891404,"about_ca_topic_score_gemma":0.01664376,"teacher_disagreement_score":0.88017213,"about_ca_system_score_codex":0.000025467685,"about_ca_system_score_gemma":0.000013792949,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W7115169968","doi":"10.1016/j.aos.2025.101627","title":"Expanding the analysis of accounting regulation: On the operationalization of disclosure regulation","year":2025,"lang":"en","type":"article","venue":"Accounting Organizations and Society","topic":"Regulation and Compliance Studies","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":true,"ca_institutions":"University of Alberta","funders":"University of Edinburgh; York University; Lancaster University; Alberta School of Business, University of Alberta","keywords":"Operationalization; Management accounting; Accounting information system; Financial accounting; Accounting research","score_opus":0.011576099307646751,"score_gpt":0.24056838389892102,"score_spread":0.22899228459127427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115169968","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":[0.95628506,0.00014240517,0.028631745,0.007950884,0.00020492087,0.0004093577,0.000006506322,0.00006634629,0.006302753],"genre_scores_gemma":[0.99814224,0.000027560685,0.00015860525,0.0010634718,0.00016568784,0.000011121431,0.00007621443,0.000010821158,0.00034427652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99899566,0.000018172266,0.00041339608,0.00019238277,0.00027168487,0.00010871843],"domain_scores_gemma":[0.99820083,0.00022064109,0.00041009896,0.0002629329,0.00090251904,0.0000029842495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048666797,0.00012328872,0.00020705907,0.00017262256,0.0010901265,0.00023463028,0.00017284718,0.000056241388,0.00016354513],"category_scores_gemma":[0.00033365263,0.00007936865,0.000109909895,0.004661147,0.00015761741,0.00049794465,0.00012404972,0.00006974598,0.0000021092362],"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":[0.000004149695,0.000033633616,0.34308508,0.000069577465,0.00047646777,1.275547e-8,0.0008080181,0.012038968,0.0012197475,0.63843375,0.0033003439,0.0005302185],"study_design_scores_gemma":[0.00016301479,0.0000018824721,0.9292281,0.00007630917,0.0005708458,8.176351e-8,0.0039792056,0.05864048,0.00026007098,0.0055057267,0.0014690474,0.0001052003],"about_ca_topic_score_codex":0.000073366995,"about_ca_topic_score_gemma":0.000038284306,"teacher_disagreement_score":0.6329281,"about_ca_system_score_codex":0.000021027256,"about_ca_system_score_gemma":0.000029004766,"threshold_uncertainty_score":0.8384481},"labels":[],"label_agreement":null},{"id":"W7118163521","doi":"10.4337/9781035336906.00089","title":"Regulation, Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.017878986959397446,"score_gpt":0.1989932980276228,"score_spread":0.18111431106822537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118163521","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":[0.000056686444,0.0006654137,0.00046399212,0.011495509,0.00804059,0.00083904783,0.000040250154,0.00031149696,0.978087],"genre_scores_gemma":[0.07087477,0.00003360465,0.00022791515,0.009489959,0.005971415,0.00004811418,0.00030762187,0.00015137205,0.9128952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944013,0.000025525735,0.0015111605,0.0013949601,0.0016987997,0.0009682753],"domain_scores_gemma":[0.9948147,0.00018621702,0.0014436402,0.0012796625,0.0021922078,0.00008355435],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078054407,0.0011900378,0.0011741241,0.00082312245,0.0016988481,0.007995154,0.0014890675,0.000628799,0.0029594023],"category_scores_gemma":[0.0007005568,0.0012942466,0.00043326034,0.00022397927,0.00027873868,0.0030993647,0.0013853062,0.0011904149,0.0002368744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031468666,0.000008157031,0.00035953496,0.00045217233,0.00029598604,0.000016633938,0.00003228263,0.000042222196,0.000003646934,0.4428631,0.5138996,0.041995175],"study_design_scores_gemma":[0.00058644643,0.000006224454,0.0042070956,0.0012693423,0.00027992774,0.0000025298302,0.00011866556,0.0009923875,0.0000063724797,0.037409812,0.9539466,0.0011746117],"about_ca_topic_score_codex":0.23988561,"about_ca_topic_score_gemma":0.48773468,"teacher_disagreement_score":0.44004697,"about_ca_system_score_codex":0.00061393424,"about_ca_system_score_gemma":0.0015929735,"threshold_uncertainty_score":0.9996008},"labels":[],"label_agreement":null},{"id":"W7119817938","doi":"10.65264/hagt3829","title":"Article 9: Ethical Risk Assessment In Corrections","year":2019,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Action (physics); Process (computing); Risk assessment; Ethical issues; Confidentiality; Service (business)","score_opus":0.00951866675872495,"score_gpt":0.2830355067415975,"score_spread":0.2735168399828726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119817938","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":[0.8584922,0.00060659583,0.036278386,0.0073001185,0.03680636,0.00072621,0.0000039696556,0.0001712438,0.059614897],"genre_scores_gemma":[0.9904067,0.0006856159,0.001087578,0.0013477814,0.0021006435,0.000024653838,0.0000029912496,0.000051735085,0.0042922846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673617,0.00016930483,0.0011004496,0.00053346844,0.0006201502,0.00084047095],"domain_scores_gemma":[0.99748516,0.00035609695,0.00089209736,0.0003948664,0.0007931877,0.00007858226],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016685338,0.00039321795,0.0005360818,0.00090022275,0.0018818217,0.0010793312,0.00027950332,0.00025900215,0.0034739925],"category_scores_gemma":[0.0007782303,0.00040504237,0.00031886977,0.002073058,0.000118148295,0.00219244,0.00021338934,0.0041904957,0.0018228587],"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":[0.000055789096,0.00032108193,0.92259073,0.000049295224,0.00009652164,0.000012519043,0.0002541278,0.047882386,0.00020172793,0.0016594336,0.0056951228,0.021181269],"study_design_scores_gemma":[0.0018585449,0.00008474153,0.76232976,0.00055331725,0.00017034456,0.00006356118,0.007467676,0.13640714,0.000011110723,0.0042834664,0.086214244,0.0005560783],"about_ca_topic_score_codex":0.0005224392,"about_ca_topic_score_gemma":0.0017869816,"teacher_disagreement_score":0.16026095,"about_ca_system_score_codex":0.0006640109,"about_ca_system_score_gemma":0.00025549755,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W7124132938","doi":"10.63665/jals.v1.i1.04","title":"Evolving Standards of Corporate Criminal Liability: Global Trends and Legal Reforms","year":2025,"lang":"","type":"article","venue":"Journal of Advanced Legal Studies","topic":"Regulation and Compliance Studies","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":"Heritage College","funders":"","keywords":"Accountability; Position (finance); Corporate governance; Criminal liability; Liability; Harmonization; Human rights; Criminal law; Corporate crime","score_opus":0.02949196123340179,"score_gpt":0.3224039759435956,"score_spread":0.2929120147101938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124132938","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":[0.68999475,0.19716252,0.001868782,0.016941294,0.007030745,0.0004418849,0.00008041278,0.000056438494,0.08642319],"genre_scores_gemma":[0.9905105,0.0044815107,0.0010063613,0.00034275634,0.0006298765,0.0000045857723,0.0000011369699,0.000015686595,0.0030075503],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963253,0.000042412463,0.0018014607,0.00039099753,0.0009701559,0.00046967407],"domain_scores_gemma":[0.991681,0.000101011785,0.0029767472,0.00025913512,0.00494315,0.00003896379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012258916,0.0005008409,0.0015351332,0.00050578977,0.000638996,0.00036011258,0.0003274059,0.000088892,0.000053423246],"category_scores_gemma":[0.0011042559,0.00038297303,0.00038035866,0.0015640627,0.0008645666,0.003513291,0.00061441655,0.000372901,0.0000014271453],"study_design_candidate":"design_other","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":[0.006742163,0.0008242307,0.09390913,0.0086013805,0.0060012336,0.00026483482,0.0009172651,0.0034301905,0.00055272627,0.14668949,0.024334775,0.70773256],"study_design_scores_gemma":[0.007722812,0.0009691393,0.4832609,0.006551752,0.0027752223,0.000079464175,0.035324384,0.0009539711,0.00023806079,0.03347846,0.4275613,0.0010845135],"about_ca_topic_score_codex":0.000054855216,"about_ca_topic_score_gemma":0.00015736271,"teacher_disagreement_score":0.70664805,"about_ca_system_score_codex":0.00054941344,"about_ca_system_score_gemma":0.0002467771,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W7124436550","doi":"10.37547/ijmef/volume05issue12-13","title":"Reform: The Impact of New Regulatory Requirements on Compliance Functions of Importing Companies","year":2025,"lang":"","type":"article","venue":"International Journal Of Management And Economics Fundamental","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Compliance (psychology); Legislature; Process (computing); Key (lock); Legislative process","score_opus":0.056633577828330076,"score_gpt":0.313078624184652,"score_spread":0.2564450463563219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124436550","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":[0.9582016,0.0010319038,0.0002316327,0.0024264075,0.0024905063,0.00027854895,0.000017773087,0.000005869767,0.035315767],"genre_scores_gemma":[0.9951349,0.0009865668,0.00010642712,0.00032839525,0.00046883285,0.000002359474,0.000010212511,0.000012726965,0.002949586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977628,0.000015151698,0.0014973592,0.00021625678,0.0003072523,0.00020119292],"domain_scores_gemma":[0.9967647,0.000044725508,0.002583342,0.0002225408,0.00036001584,0.000024679895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056141237,0.00025852106,0.00048010127,0.00060481724,0.00020802906,0.00026367817,0.00064005505,0.000042740507,0.00021915532],"category_scores_gemma":[0.000018803059,0.00020083289,0.00040706317,0.00019071499,0.00025041966,0.0008599531,0.0005276883,0.00015515348,0.000010823509],"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":[0.0050000893,0.0014225729,0.5637706,0.0008733554,0.020049449,0.000016776798,0.00077493663,0.023901425,0.00023551492,0.18232602,0.054754436,0.14687486],"study_design_scores_gemma":[0.0041158977,0.00023420007,0.95101845,0.0018994423,0.0004169775,0.000009238986,0.007753285,0.0074210563,0.00009118931,0.011730057,0.015010934,0.00029926377],"about_ca_topic_score_codex":0.0002555465,"about_ca_topic_score_gemma":0.000027456032,"teacher_disagreement_score":0.3872479,"about_ca_system_score_codex":0.000443699,"about_ca_system_score_gemma":0.000068176574,"threshold_uncertainty_score":0.8189727},"labels":[],"label_agreement":null},{"id":"W7125768057","doi":"10.7202/1122479ar","title":"Institutions supérieures de contrôle au coeur des systèmes nationaux d’intégrité : principes d’efficacité contre la corruption","year":2025,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Institution; Transparency (behavior); Context (archaeology); Language change; Order (exchange)","score_opus":0.06595714045913872,"score_gpt":0.3918816115510423,"score_spread":0.3259244710919036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125768057","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":[0.089315265,0.016652709,0.017290572,0.12159223,0.0042093126,0.0012189948,0.00012588817,0.0005662659,0.74902874],"genre_scores_gemma":[0.95941854,0.0013422065,0.00025913081,0.003707781,0.00077194744,0.00015541696,0.00008655868,0.000026918246,0.03423152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980636,0.00019803965,0.0004922723,0.00037149581,0.0002512446,0.0006233168],"domain_scores_gemma":[0.9982228,0.00046058733,0.00023853507,0.00023618163,0.0007972316,0.000044640114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072481844,0.00033809454,0.000416662,0.00026063086,0.0010765102,0.0005609603,0.0002544121,0.00025620498,0.0005677634],"category_scores_gemma":[0.0012135066,0.0003671389,0.00022335435,0.0005025267,0.00079472736,0.0010995489,0.00021763732,0.00032640027,0.00012968482],"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":[0.000031350493,0.00020996737,0.03052834,0.00090578373,0.00019359712,0.000009739835,0.00051782007,0.00064108096,0.0000595861,0.9417859,0.013334475,0.0117823575],"study_design_scores_gemma":[0.0012038716,0.000008662542,0.31369665,0.0010424852,0.00017836383,0.000009019164,0.0026492446,0.0019250482,0.000044971348,0.12135095,0.55755806,0.00033270012],"about_ca_topic_score_codex":0.0044898954,"about_ca_topic_score_gemma":0.0024863468,"teacher_disagreement_score":0.87010324,"about_ca_system_score_codex":0.00050507067,"about_ca_system_score_gemma":0.0006177836,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W7126551240","doi":"","title":"Organizational Flexibility and Governance in a Civil Law Regime: Scottish Provincial Banking during the Industrial Revolution","year":2011,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Industrial Revolution; Corporate governance; Flexibility (engineering); Industrial relations; Information governance; Labour law","score_opus":0.04140123349936446,"score_gpt":0.24306805448346064,"score_spread":0.20166682098409616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126551240","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":[0.89462006,0.000025618237,0.000020684383,0.0015908492,0.000103830105,0.0005172119,0.00000830247,0.000067206776,0.10304627],"genre_scores_gemma":[0.9976227,0.000030391253,0.0000251205,0.00004660836,0.000367915,0.0000020198302,0.000008887028,0.00001055875,0.001885778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99853015,0.000068918525,0.00016541756,0.0003469841,0.00053981674,0.00034870586],"domain_scores_gemma":[0.9992852,0.00003864391,0.00012364674,0.00020409783,0.00032704405,0.00002132803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694823,0.00011754603,0.0001412405,0.00014521801,0.0008988168,0.00009952812,0.00027709332,0.000080269434,0.00042974183],"category_scores_gemma":[0.00019407274,0.00011047459,0.000035456727,0.0010019316,0.00042261695,0.0010545291,0.00058286276,0.00036841753,0.000024408126],"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":[0.00025564543,0.00011085007,0.4127207,0.00007214281,0.000024977096,0.00008514735,0.0002472675,0.0000094515,0.000030016041,0.58345413,0.0027029517,0.00028671525],"study_design_scores_gemma":[0.0011363659,0.000019317264,0.97665125,0.00010930995,0.0000124772705,0.000002521209,0.0013297653,0.0001694009,0.00003391359,0.008455203,0.011876627,0.00020383399],"about_ca_topic_score_codex":0.008591939,"about_ca_topic_score_gemma":0.0040674265,"teacher_disagreement_score":0.5749989,"about_ca_system_score_codex":0.00015555561,"about_ca_system_score_gemma":0.000095105686,"threshold_uncertainty_score":0.9980099},"labels":[],"label_agreement":null},{"id":"W7127135261","doi":"10.1051/e3sconf/202562705009/pdf","title":"Normative-regulatory compliance in industrial safety law: Comparative analysis and practical recommendations","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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); Flexibility (engineering); Compliance (psychology); Legislature; Context (archaeology); State (computer science); Legislation","score_opus":0.06029805477868632,"score_gpt":0.31298569179857305,"score_spread":0.2526876370198867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127135261","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":[0.71353245,0.00046833197,0.013357832,0.104302935,0.0017735298,0.0012618058,0.000026939571,0.000573324,0.16470285],"genre_scores_gemma":[0.99431807,0.000028494122,0.0049608164,0.00042941183,0.00009524784,0.000030232977,0.000020533913,0.0000042175816,0.0001129865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988866,0.000010352048,0.0005009847,0.0002952545,0.000116327414,0.0001904948],"domain_scores_gemma":[0.9992203,0.000035185796,0.00028277794,0.0002933901,0.00016020742,0.000008155405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023073175,0.00017015095,0.00047456785,0.0011491992,0.00024188496,0.00005579635,0.00017203584,0.00016053567,0.0000282764],"category_scores_gemma":[0.0001149315,0.00016995476,0.0000736306,0.0025764839,0.0006321893,0.0007865109,0.00035736445,0.00034082137,0.000017311668],"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":[0.0000571927,0.00009948656,0.08479343,0.000060661518,0.000382205,0.0000022121444,0.000037837206,0.00023127651,0.000096695876,0.90018576,0.0009062654,0.013146979],"study_design_scores_gemma":[0.0022165887,0.000017805292,0.3297793,0.00049024675,0.0004497871,0.0000013650467,0.0006339534,0.007365339,0.0007436334,0.021263886,0.6365925,0.0004455976],"about_ca_topic_score_codex":0.00017281451,"about_ca_topic_score_gemma":0.0013073744,"teacher_disagreement_score":0.87892187,"about_ca_system_score_codex":0.000050299215,"about_ca_system_score_gemma":0.0000373954,"threshold_uncertainty_score":0.6930554},"labels":[],"label_agreement":null},{"id":"W7128217799","doi":"10.3138/ccar.v8i1.25","title":"Necessary Analysis — Unexpected Outcomes","year":2012,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Appeal; Discretion; Reset (finance); Balance (ability); Order (exchange); Investment (military)","score_opus":0.06874231811004827,"score_gpt":0.30332093779180186,"score_spread":0.2345786196817536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128217799","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":[0.07430187,0.1610979,0.0010129106,0.12256408,0.005211082,0.0019627856,0.000025848922,0.0007572709,0.63306624],"genre_scores_gemma":[0.96753275,0.0030566421,0.000030249059,0.027135955,0.0005699358,0.000049735427,0.00007197598,0.000014978139,0.0015377506],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918705,0.000011774389,0.00022341305,0.00014133476,0.00013946103,0.0002969829],"domain_scores_gemma":[0.99945,0.00001405132,0.00014709233,0.00022684365,0.0001039692,0.000058037273],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016358237,0.00013175758,0.00032476004,0.0003641032,0.00021652978,0.00007903306,0.00011177821,0.000029368015,0.002541538],"category_scores_gemma":[0.00007266266,0.0001128875,0.00019407352,0.0015708655,0.000022453562,0.00074857654,0.000020478212,0.00006657399,0.001005366],"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":[0.0000013458978,0.000024488192,0.7654787,0.00080437155,0.00058413175,0.0000019525946,0.000010717211,0.000022006223,0.000011436815,0.019054316,0.18326543,0.030741101],"study_design_scores_gemma":[0.000033980807,2.5236687e-7,0.42276958,0.000053937994,0.00034459174,2.9247948e-7,0.000029767263,0.00006933837,3.170526e-7,0.00002053104,0.57658476,0.00009268591],"about_ca_topic_score_codex":0.013952099,"about_ca_topic_score_gemma":0.070114106,"teacher_disagreement_score":0.8932309,"about_ca_system_score_codex":0.00010528215,"about_ca_system_score_gemma":0.000024677905,"threshold_uncertainty_score":0.9997725},"labels":[],"label_agreement":null},{"id":"W7128217804","doi":"10.3138/ccar.v8i2.271","title":"Just what the Doctor Ordered: A Canadian Approach to Medical Monitoring and Toxic Risk","year":2013,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Regulation and Compliance Studies","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":"Wilfrid Laurier University","funders":"","keywords":"Prima facie; Plaintiff; Damages; Liability; Tort; Action (physics); Test (biology); Cause of action","score_opus":0.060902286470945845,"score_gpt":0.2787865895746151,"score_spread":0.21788430310366927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128217804","genre_codex":"commentary","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":[0.14963208,0.1575439,0.0001893762,0.48874745,0.00691639,0.0071286564,0.000018021754,0.00027597987,0.18954816],"genre_scores_gemma":[0.8794773,0.063536435,0.0000974022,0.052056395,0.002377389,0.0006091082,0.000018814932,0.00004386916,0.0017832891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896526,0.000022249089,0.00021018824,0.00023892261,0.00021550627,0.00034789453],"domain_scores_gemma":[0.9992261,0.000022031527,0.000084609856,0.00023588134,0.0001373764,0.0002940189],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002808223,0.00014926813,0.00020414821,0.00017108487,0.00057271955,0.0006207958,0.00020872237,0.000052241427,0.00109454],"category_scores_gemma":[0.00027754804,0.00010868932,0.000048347516,0.0004965805,0.000047548947,0.00081335776,0.000036778027,0.00016783699,0.0007397639],"study_design_candidate":"not_applicable","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":[0.0000013247658,0.0000117206955,0.015434179,0.0013055085,0.000072764495,0.000004348689,0.00008730496,0.000019683685,0.000004527289,0.0066523384,0.3271753,0.649231],"study_design_scores_gemma":[0.00006211737,0.0000014692043,0.060437765,0.0006568293,0.000039404353,0.000004400032,0.00058833807,0.00039690948,2.511432e-7,0.000053377105,0.9376144,0.00014474268],"about_ca_topic_score_codex":0.67264444,"about_ca_topic_score_gemma":0.76950365,"teacher_disagreement_score":0.7298452,"about_ca_system_score_codex":0.00017977825,"about_ca_system_score_gemma":0.00020051825,"threshold_uncertainty_score":0.9998186},"labels":[],"label_agreement":null},{"id":"W7128715562","doi":"10.26180/4628629","title":"The prosecution of corporations in Australia","year":2017,"lang":"","type":"dissertation","venue":"Monash University","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Statute; Criminal liability; Criminal law; Liability; Common law; Statute of limitations; Work (physics)","score_opus":0.04358481118568971,"score_gpt":0.2588219939008708,"score_spread":0.21523718271518108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128715562","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":[0.9065605,0.00019026305,0.00005435726,0.00078901177,0.0013420418,0.0008580024,0.000017149694,0.000025394658,0.09016332],"genre_scores_gemma":[0.89247495,0.00017122932,0.000009796861,0.0000071298045,0.00010341719,0.000001708523,0.00017389345,0.000007708873,0.10705016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892926,0.000022946153,0.0002892175,0.00028151527,0.00026523293,0.00021180471],"domain_scores_gemma":[0.99791145,0.000032283056,0.001140658,0.00038237142,0.00052397593,0.000009239292],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00022305375,0.00021187283,0.00027742964,0.00023342595,0.0016072042,0.00019205024,0.00052993227,0.00014884128,0.000106114334],"category_scores_gemma":[0.000066945744,0.00020321307,0.00013906712,0.00035688354,0.00026366994,0.0008729003,0.000100829464,0.00020061176,0.00009003773],"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":[0.0014926875,0.000592582,0.5335052,0.0015864179,0.0004137025,0.000060264065,0.0021706028,0.0008284651,0.00096478185,0.4118893,0.022106124,0.024389887],"study_design_scores_gemma":[0.0005415438,0.000009439987,0.90679264,0.00024890644,0.000103733524,1.1951835e-7,0.005545037,0.0009586831,0.000037354952,0.0026914682,0.08284146,0.00022961815],"about_ca_topic_score_codex":0.0022841364,"about_ca_topic_score_gemma":0.0100505045,"teacher_disagreement_score":0.40919784,"about_ca_system_score_codex":0.00009159082,"about_ca_system_score_gemma":0.0000653813,"threshold_uncertainty_score":0.99969256},"labels":[],"label_agreement":null},{"id":"W7128740577","doi":"10.26180/4628629.v1","title":"The prosecution of corporations in Australia","year":2017,"lang":"","type":"dissertation","venue":"Monash University","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Statute; Criminal liability; Criminal law; Liability; Common law; Statute of limitations; Work (physics)","score_opus":0.04358481118568971,"score_gpt":0.2588219939008708,"score_spread":0.21523718271518108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128740577","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":[0.9065605,0.00019026305,0.00005435726,0.00078901177,0.0013420418,0.0008580024,0.000017149694,0.000025394658,0.09016332],"genre_scores_gemma":[0.89247495,0.00017122932,0.000009796861,0.0000071298045,0.00010341719,0.000001708523,0.00017389345,0.000007708873,0.10705016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892926,0.000022946153,0.0002892175,0.00028151527,0.00026523293,0.00021180471],"domain_scores_gemma":[0.99791145,0.000032283056,0.001140658,0.00038237142,0.00052397593,0.000009239292],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00022305375,0.00021187283,0.00027742964,0.00023342595,0.0016072042,0.00019205024,0.00052993227,0.00014884128,0.000106114334],"category_scores_gemma":[0.000066945744,0.00020321307,0.00013906712,0.00035688354,0.00026366994,0.0008729003,0.000100829464,0.00020061176,0.00009003773],"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":[0.0014926875,0.000592582,0.5335052,0.0015864179,0.0004137025,0.000060264065,0.0021706028,0.0008284651,0.00096478185,0.4118893,0.022106124,0.024389887],"study_design_scores_gemma":[0.0005415438,0.000009439987,0.90679264,0.00024890644,0.000103733524,1.1951835e-7,0.005545037,0.0009586831,0.000037354952,0.0026914682,0.08284146,0.00022961815],"about_ca_topic_score_codex":0.0022841364,"about_ca_topic_score_gemma":0.0100505045,"teacher_disagreement_score":0.40919784,"about_ca_system_score_codex":0.00009159082,"about_ca_system_score_gemma":0.0000653813,"threshold_uncertainty_score":0.99969256},"labels":[],"label_agreement":null},{"id":"W7132893724","doi":"","title":"The Learning Regulator","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Regulation and Compliance Studies","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":"University of Toronto","funders":"","keywords":"Rulemaking; Set (abstract data type); Process (computing); Value (mathematics); Control (management); Subject (documents); Democracy; Action (physics)","score_opus":0.03521243874795231,"score_gpt":0.32797743329118095,"score_spread":0.29276499454322863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132893724","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":[0.38606364,0.010244137,0.00012561046,0.022107115,0.019971672,0.0019997426,9.814454e-7,0.0017758652,0.55771124],"genre_scores_gemma":[0.3356847,0.00097265386,0.0000071581644,0.00016601881,0.0021550609,0.00008650696,0.0001360618,0.00011791553,0.6606739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997616,0.000034315755,0.00049943745,0.0005650457,0.00065726024,0.0006279194],"domain_scores_gemma":[0.9978993,0.00021835195,0.0008426893,0.00045980385,0.0005610214,0.000018856035],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056579296,0.00049765286,0.00042183793,0.00020411653,0.0036875724,0.0014643937,0.00051759277,0.00020161131,0.00046074952],"category_scores_gemma":[0.00053225085,0.00038685784,0.00028091396,0.0011546806,0.00013789057,0.000344291,0.00022825116,0.0005549698,0.008472478],"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":[0.0010686924,0.00016827324,0.025961583,0.0041919467,0.0019550857,0.000052860865,0.020236222,0.0055120527,0.0008805736,0.16774347,0.52958125,0.24264799],"study_design_scores_gemma":[0.00031398656,0.000011213769,0.11267624,0.00042195097,0.0001628127,4.0260844e-7,0.0732108,0.007009976,0.000018922457,0.0016729836,0.80394363,0.0005570826],"about_ca_topic_score_codex":0.00033032472,"about_ca_topic_score_gemma":0.0005756453,"teacher_disagreement_score":0.2743624,"about_ca_system_score_codex":0.000050865096,"about_ca_system_score_gemma":0.000052987667,"threshold_uncertainty_score":0.9998583},"labels":[],"label_agreement":null},{"id":"W7135875404","doi":"","title":"Oversight and transparency in state-owned companies: ¿Is more control a synonym of better?","year":2009,"lang":"es","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"","keywords":"Transparency (behavior); Control (management); Synonym (taxonomy); Audit","score_opus":0.032351534467862327,"score_gpt":0.2597574975675477,"score_spread":0.22740596309968536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135875404","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":[0.906289,0.007328487,0.0005603829,0.0076953024,0.000041605766,0.0011749299,0.00015104726,0.000022984286,0.07673628],"genre_scores_gemma":[0.93765414,0.0010758782,0.00008689974,0.00014561725,0.00002131781,9.670633e-8,0.000019001287,0.000013092863,0.06098393],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972913,0.00027090067,0.00036480353,0.0005290369,0.0009663882,0.00057753205],"domain_scores_gemma":[0.9977441,0.0003153243,0.0005238602,0.00055663567,0.000784763,0.00007535022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010431042,0.00030391014,0.0009044008,0.0005325793,0.0009578952,0.000070615555,0.0011772723,0.00013850254,0.08483797],"category_scores_gemma":[0.000043126933,0.0003298313,0.00024846275,0.0013894555,0.0015149523,0.0011548765,0.00054165616,0.00034742028,0.003202739],"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":[0.006038465,0.00077097653,0.0017710347,0.0019566333,0.00087796163,0.00028226053,0.017181369,0.00050602126,0.0053688325,0.0012655628,0.9445903,0.019390639],"study_design_scores_gemma":[0.007148747,0.0003573361,0.55005854,0.00092574855,0.00032838856,0.0000022536424,0.028040743,0.0040406426,0.00041250605,0.00012229412,0.40806717,0.0004956188],"about_ca_topic_score_codex":0.0022607436,"about_ca_topic_score_gemma":0.0008257609,"teacher_disagreement_score":0.5482875,"about_ca_system_score_codex":0.00015754571,"about_ca_system_score_gemma":0.00012847391,"threshold_uncertainty_score":0.99991536},"labels":[],"label_agreement":null},{"id":"W7153132081","doi":"10.3917/rsc.1502.0531c","title":"Claude Bolduc, Les aspects juridiques des crimes économiques. Montréal, Les Éditions Yvon Blais, 2014, 301 pages","year":2015,"lang":"fr","type":"article","venue":"Revue de science criminelle et de droit pénal comparé","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Government (linguistics); Work (physics); Context (archaeology); Perspective (graphical); Subject (documents)","score_opus":0.09006258341951358,"score_gpt":0.30044297455390406,"score_spread":0.2103803911343905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153132081","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":[0.6137947,0.09231669,0.0082307635,0.044925176,0.0020617468,0.00076969556,0.000041670515,0.0005817263,0.23727785],"genre_scores_gemma":[0.9770571,0.007120165,0.004236619,0.001261169,0.002183153,0.00006326021,0.000034144457,0.000059187852,0.007985202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661493,0.00012109299,0.00069399236,0.00088028423,0.00048035153,0.0012093552],"domain_scores_gemma":[0.99729633,0.00020519967,0.00046586842,0.00058926124,0.0011985494,0.00024481185],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002079448,0.0005288548,0.0006736722,0.0005607986,0.0016980305,0.0016504412,0.0010217802,0.00017044155,0.00038341322],"category_scores_gemma":[0.0007993959,0.00059357396,0.00025446634,0.0009028103,0.002487887,0.0030433706,0.0005207337,0.00047193377,0.0005036361],"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":[0.000081136466,0.0005387167,0.022715889,0.0010463414,0.000089925205,0.00009999287,0.001981306,0.00707302,0.0015520158,0.44468945,0.50238144,0.017750746],"study_design_scores_gemma":[0.0010603295,0.00016049208,0.14416252,0.0017476095,0.00041600558,0.00017626007,0.0081785,0.035341166,0.0023817483,0.19979356,0.605016,0.0015657907],"about_ca_topic_score_codex":0.0048887497,"about_ca_topic_score_gemma":0.0027566163,"teacher_disagreement_score":0.36326241,"about_ca_system_score_codex":0.00079202687,"about_ca_system_score_gemma":0.00074345036,"threshold_uncertainty_score":0.99965155},"labels":[],"label_agreement":null},{"id":"W7161807455","doi":"10.82308/42256","title":"Les attestations d'assainissement au Québec : des ententes environnementales avantageuses pour les industries ou l'environnement?","year":2005,"lang":"fr","type":"dissertation","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"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":"Negotiation; Legislation; Deregulation; Parliament; Authorization; European union; Memorandum","score_opus":0.05928740145572411,"score_gpt":0.28202820635271036,"score_spread":0.22274080489698625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161807455","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":[0.84786546,0.0112250885,0.0011701494,0.016329255,0.00097343285,0.001436173,0.00009956574,0.00037089927,0.12052998],"genre_scores_gemma":[0.865847,0.0013098845,0.0011753328,0.00056253996,0.0016113964,0.0003686954,0.0023016103,0.00014614576,0.12667742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99556947,0.00007245616,0.0014112549,0.0010707527,0.0008394409,0.0010365996],"domain_scores_gemma":[0.99753654,0.0002566921,0.0011286695,0.0005185482,0.00048177273,0.000077765355],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003101038,0.0012361563,0.0008277763,0.00062979903,0.0044506616,0.00079990097,0.0006795217,0.00037672737,0.013730161],"category_scores_gemma":[0.00027083466,0.0012169081,0.0004149894,0.0005163073,0.00089978165,0.001680657,0.00035284684,0.00047402157,0.0023607],"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":[0.000059217487,0.00090691756,0.8380385,0.00096936367,0.000656228,0.000008576563,0.0017134735,0.000376598,0.00052351627,0.032388512,0.011131185,0.11322793],"study_design_scores_gemma":[0.000889917,0.000037906295,0.623395,0.0008517394,0.00064648327,0.0000021355945,0.11567427,0.00035277253,0.00045738797,0.00018675714,0.25647944,0.0010261221],"about_ca_topic_score_codex":0.13094509,"about_ca_topic_score_gemma":0.64960355,"teacher_disagreement_score":0.51865846,"about_ca_system_score_codex":0.0010729348,"about_ca_system_score_gemma":0.00039050137,"threshold_uncertainty_score":0.9990281},"labels":[],"label_agreement":null},{"id":"W7763080","doi":"10.1136/adc.72.4.376-a","title":"How Effective is ‘Green Regulatory Threat’? Empirical Evidence from Canadian Plant-Level Data","year":2003,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Regulation and Compliance Studies","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":"University of British Columbia","funders":"","keywords":"Phone; Session (web analytics); Empirical evidence; Business; Public economics; Economics; Political science; Advertising","score_opus":0.07415374723373719,"score_gpt":0.26962961547767794,"score_spread":0.19547586824394075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7763080","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":[0.97959065,0.002297124,0.00014858767,0.009175427,0.00018745477,0.00067957013,0.000916771,0.000048274178,0.00695611],"genre_scores_gemma":[0.99805844,0.000045271616,0.00024616698,0.0010742749,0.00023326922,0.000020222662,0.00020437218,0.000017574912,0.0001004282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876606,0.000038516755,0.00019517152,0.00048320898,0.00023436909,0.00028265905],"domain_scores_gemma":[0.9988072,0.00023237667,0.00011886783,0.0007429583,0.000026957452,0.00007164823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009648768,0.00019155853,0.00024483574,0.00024631392,0.00013719103,0.0000939383,0.00053483364,0.00002794144,0.000057016427],"category_scores_gemma":[0.00033414658,0.00017633034,0.0000762939,0.0002354579,0.00013976419,0.00082315813,0.0002243177,0.00010731113,0.00002461411],"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":[0.0000631064,0.00011065462,0.98398125,0.00006815585,0.00007787685,0.000013558275,0.0005262409,0.000020449801,0.000012196476,0.0016870395,0.0032785453,0.010160914],"study_design_scores_gemma":[0.00044873185,0.000005593889,0.9715729,0.000382271,0.000053521904,1.9164673e-7,0.0001869318,0.0008332679,0.000016188755,0.022116367,0.0041845595,0.00019948858],"about_ca_topic_score_codex":0.021407949,"about_ca_topic_score_gemma":0.03290771,"teacher_disagreement_score":0.020429326,"about_ca_system_score_codex":0.000017732127,"about_ca_system_score_gemma":0.00013211004,"threshold_uncertainty_score":0.98510855},"labels":[],"label_agreement":null},{"id":"W794658862","doi":"10.60082/2817-5069.2823","title":"Book Review: Innovating Justice: Developing new ways to bring fairness between people, by Sam Muller et al","year":2015,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economic Justice; Sociology; Business; Law and economics; Political science; Law","score_opus":0.07466644278174005,"score_gpt":0.30842293235348683,"score_spread":0.23375648957174677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W794658862","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010997446,0.05199944,0.2559097,0.19577038,0.001985809,0.0007783819,0.00000472922,0.00032576383,0.49212605],"genre_scores_gemma":[0.19039734,0.0031019063,0.023062116,0.7716981,0.006568085,0.000025192221,0.00007377853,0.00018582617,0.004887656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808276,0.000018209006,0.0006211774,0.00028039145,0.00056082953,0.0004366559],"domain_scores_gemma":[0.9986693,0.00004208356,0.00041922185,0.00017828961,0.0006109046,0.00008014603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008932408,0.0002601745,0.00042447244,0.000119256685,0.0005401331,0.00062854344,0.00035409344,0.00004403278,0.00019827587],"category_scores_gemma":[0.00027190347,0.00023735323,0.00007859029,0.00060294836,0.000023643272,0.0015078508,0.00033234438,0.0003332676,0.00038389539],"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":[0.000008819039,0.000008964285,0.0025381243,0.00020299888,0.000042190906,0.0000051907778,0.00007353629,0.00010009374,0.000020038118,0.05902177,0.93111587,0.006862401],"study_design_scores_gemma":[0.00059422734,0.000009189311,0.0033289897,0.0014360598,0.000083048246,0.000018127534,0.00013430457,0.00011588546,0.000013329527,0.004241465,0.98965955,0.00036585037],"about_ca_topic_score_codex":0.0018978291,"about_ca_topic_score_gemma":0.0015523524,"teacher_disagreement_score":0.57592773,"about_ca_system_score_codex":0.00009275461,"about_ca_system_score_gemma":0.0000769182,"threshold_uncertainty_score":0.96789837},"labels":[],"label_agreement":null},{"id":"W831646507","doi":"","title":"The Regulatory Budget Revisited","year":2014,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Legislature; Executive branch; Regulatory reform; Constraint (computer-aided design); Political science; Budget constraint; Public administration; Public economics; Accounting; Economics; Engineering; Law","score_opus":0.012333767696395367,"score_gpt":0.21340761827455965,"score_spread":0.2010738505781643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W831646507","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":[0.024517152,0.00015195493,0.001408089,0.009035071,0.00031952807,0.00011536658,6.261793e-8,0.00022387627,0.9642289],"genre_scores_gemma":[0.9816474,0.0000075728994,0.0000564298,0.0045050755,0.00090816774,0.0000067869837,0.000002028027,0.000007155048,0.012859438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995613,0.000004592202,0.00010479214,0.00009745948,0.00011678725,0.00011507507],"domain_scores_gemma":[0.9996195,0.000030393025,0.000056663044,0.0002098463,0.000080554375,0.0000030853846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024147706,0.0000612748,0.00006518262,0.000026750145,0.00038580436,0.00019229848,0.0001292005,0.000013033638,0.000139724],"category_scores_gemma":[0.0000609258,0.000035401412,0.000035351288,0.00015177166,0.000047402777,0.00020066134,0.000074153,0.000028771101,0.000768567],"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":[0.0000041697376,0.000003890496,0.0065773977,0.000011008394,0.0000072531766,7.348481e-8,0.0000030723052,0.0000067199862,0.000028753775,0.79316205,0.17425862,0.02593698],"study_design_scores_gemma":[0.00008606822,9.591041e-7,0.13703331,0.000005840441,0.000004486336,1.14824424e-7,0.000039819683,0.0027922888,0.0000056314625,0.01380436,0.8461693,0.000057818717],"about_ca_topic_score_codex":0.000012578579,"about_ca_topic_score_gemma":0.000016138107,"teacher_disagreement_score":0.9571302,"about_ca_system_score_codex":0.0000040836294,"about_ca_system_score_gemma":0.0000014966546,"threshold_uncertainty_score":0.987863},"labels":[],"label_agreement":null},{"id":"W847437697","doi":"","title":"The Internet, Information and the Culture of Regulatory Change: A Modern Renaissance","year":2001,"lang":"en","type":"article","venue":"","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","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":"The Renaissance; The Internet; Political science; Art; World Wide Web; Art history; Computer science","score_opus":0.02327162625064591,"score_gpt":0.22180460434629576,"score_spread":0.19853297809564985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W847437697","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":[0.15581916,0.006594908,0.00548432,0.023416301,0.0005146587,0.0010983829,6.623906e-7,0.00018542643,0.8068862],"genre_scores_gemma":[0.99577415,0.0002128094,0.000016012726,0.001527013,0.00016654935,0.000023057833,0.0000011936553,0.000002153505,0.00227709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965405,0.000003930622,0.00012803242,0.000044105323,0.00010257947,0.00006729572],"domain_scores_gemma":[0.99965805,0.000013543666,0.00011984072,0.000111293615,0.000095209936,0.0000020677383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016109816,0.000053229913,0.00006591941,0.000020395202,0.00015308433,0.00011384943,0.00009882526,0.000014749112,0.0000127163075],"category_scores_gemma":[0.000024463712,0.00002360821,0.000023787308,0.00011314212,0.00015005242,0.0007545022,0.0000848866,0.00003191516,0.000018415365],"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":[0.00029894809,0.000013461335,0.017233232,0.00009644925,0.000060170925,2.5314077e-7,0.004720845,0.000030946117,0.000016991178,0.6411793,0.08960032,0.24674907],"study_design_scores_gemma":[0.0010035672,0.000004010343,0.13499062,0.000046704266,0.0000193836,0.0000020059224,0.0027192063,0.049706373,0.000011902107,0.02542173,0.785967,0.00010750813],"about_ca_topic_score_codex":0.00010538071,"about_ca_topic_score_gemma":0.000053524236,"teacher_disagreement_score":0.839955,"about_ca_system_score_codex":0.0000029605367,"about_ca_system_score_gemma":0.000001366707,"threshold_uncertainty_score":0.11774164},"labels":[],"label_agreement":null},{"id":"W98717179","doi":"10.29173/alr73","title":"Recent Regulatory and Legislative Developments of Interest to Energy Lawyers","year":2013,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Regulation and Compliance Studies","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":true,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Legislature; Legislation; Energy law; Agency (philosophy); Relevance (law); Tribunal; Variety (cybernetics); Commission; Jurisprudence; Political science; Public administration; Business; Electricity; Law; Environmental law; Sociology; Engineering","score_opus":0.05313396940716691,"score_gpt":0.25490405584163933,"score_spread":0.20177008643447242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98717179","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":[0.04028728,0.050800003,0.000063393454,0.02460403,0.00046164385,0.0012224374,7.674446e-7,0.00005305054,0.8825074],"genre_scores_gemma":[0.9445688,0.017667178,0.00029283363,0.032528598,0.00014023682,0.00015077466,0.000013889165,0.000025333396,0.0046123303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993243,0.000009397254,0.0002749044,0.00017598915,0.00008744182,0.00012794849],"domain_scores_gemma":[0.9994816,0.00003113705,0.00014539075,0.00015186708,0.00017467167,0.000015304002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008265636,0.00012040264,0.00026493796,0.000036560286,0.000069852984,0.000041129584,0.00011068937,0.00001801214,0.00040967806],"category_scores_gemma":[0.000058085097,0.00009621174,0.000034045228,0.00022469816,0.000058979815,0.00039221742,0.00016319375,0.000025467867,0.000223533],"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":[0.00000413914,0.000024382403,0.0019698583,0.00093811186,0.0000650493,2.9034607e-7,0.000052221076,6.462439e-7,0.000044524335,0.744741,0.04818463,0.20397513],"study_design_scores_gemma":[0.00008835023,0.0000038832645,0.011323399,0.0013895573,0.000021709038,4.2752714e-7,0.00001478818,0.000009496911,0.000021397913,0.0010824112,0.9859238,0.000120773446],"about_ca_topic_score_codex":0.0025438627,"about_ca_topic_score_gemma":0.0027130675,"teacher_disagreement_score":0.9377392,"about_ca_system_score_codex":0.00001161516,"about_ca_system_score_gemma":0.000006206594,"threshold_uncertainty_score":0.44856873},"labels":[],"label_agreement":null}]}