{"meta":{"query_hash":"00323b0afd90","filters":{"venue":"Edward Elgar Publishing eBooks"},"cohort_total":916,"direct_labels_cover":0,"predictions_cover":916,"exported":916,"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/00323b0afd90","api":"https://metacan.xera.ac/api/v1/cohort?venue=Edward+Elgar+Publishing+eBooks"},"results":[{"id":"W105846953","doi":"10.4337/9780857933065.00020","title":"Comprehensive Australian Study of Entrepreneurial Emergence (CAUSEE): Design, Data Collection and Descriptive Results","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":23,"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":"Descriptive statistics; Descriptive research; Sociology; Statistics; Mathematics; Social science","score_opus":0.15528054869256414,"score_gpt":0.26342177857182053,"score_spread":0.1081412298792564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W105846953","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":[0.026353434,0.00073116494,0.00011298804,0.00081872777,0.0075130626,0.004491082,0.0002859896,0.0005616704,0.9591319],"genre_scores_gemma":[0.6163923,0.0007704411,0.0010964943,0.0010599887,0.008775801,0.00014370495,0.00093554665,0.00048791379,0.37033778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965254,0.000054075364,0.0009973019,0.0013179878,0.00067147065,0.0004337413],"domain_scores_gemma":[0.9965144,0.00016370973,0.0012976822,0.0012254036,0.0007519219,0.00004690463],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007162968,0.0006066543,0.00076742365,0.0004800436,0.0004115992,0.0011531278,0.0012381389,0.0003211127,0.00015825954],"category_scores_gemma":[0.00048131988,0.00057610666,0.000096642325,0.0001061914,0.00024964774,0.002536334,0.001985954,0.00058872654,0.000029730143],"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":[0.0035060013,0.00057509507,0.0075261984,0.0010087593,0.0029160397,0.00021009926,0.013145464,0.000075768636,0.0002034576,0.0246919,0.9133955,0.032745697],"study_design_scores_gemma":[0.004349774,0.00064775517,0.0052085062,0.00092610944,0.001508101,0.000010624986,0.0046076975,0.00011547233,0.00009821346,0.014464544,0.96617186,0.0018913461],"about_ca_topic_score_codex":0.005651554,"about_ca_topic_score_gemma":0.0013575114,"teacher_disagreement_score":0.5900389,"about_ca_system_score_codex":0.00003809597,"about_ca_system_score_gemma":0.000069632086,"threshold_uncertainty_score":0.9998838},"labels":[],"label_agreement":null},{"id":"W1356379","doi":"10.4337/9781035304868","title":"Incentive-Based Budgeting Systems in Public Universities","year":2002,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":53,"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; Business; Public administration; Political science; Economics; Microeconomics","score_opus":0.019331399713009404,"score_gpt":0.1840960265516683,"score_spread":0.1647646268386589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1356379","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":[0.000491043,0.0003481047,0.0003995502,0.001345231,0.0022904503,0.00061376754,0.00001744705,0.0007160226,0.9937784],"genre_scores_gemma":[0.14727883,0.000006764469,0.00013928613,0.0038360315,0.0069662193,0.00004137592,0.0010166564,0.0003195849,0.8403953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963254,0.00004655716,0.0007470669,0.0008650935,0.0011886143,0.0008272906],"domain_scores_gemma":[0.9975068,0.00016833749,0.0009646292,0.0005665888,0.0007528101,0.00004081132],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013189461,0.00064861384,0.00065652764,0.0022292973,0.0004616028,0.00989983,0.0013654641,0.000565961,0.0003489963],"category_scores_gemma":[0.00039109957,0.00072198565,0.0001858337,0.00047396336,0.0001362865,0.004009286,0.0008297617,0.001078574,0.00056568533],"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":[0.000017701994,0.00007991722,0.0028463514,0.0016290159,0.00013774946,0.00014636158,0.00013362813,0.00065626,0.0000020101945,0.3009932,0.69050086,0.002856963],"study_design_scores_gemma":[0.00069898745,0.0000060556627,0.00036185468,0.00086850696,0.000085812564,0.0000010719706,0.00053039845,0.0050356304,6.5344875e-7,0.0019748777,0.98962903,0.0008070958],"about_ca_topic_score_codex":0.0011280967,"about_ca_topic_score_gemma":0.00021649087,"teacher_disagreement_score":0.2991282,"about_ca_system_score_codex":0.0012696752,"about_ca_system_score_gemma":0.00049813,"threshold_uncertainty_score":0.9995231},"labels":[],"label_agreement":null},{"id":"W1481184257","doi":"10.4337/9781783477388.00019","title":"Empirical games of market entry and spatial competition in retail industries","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Oligopoly; Competition (biology); Estimation; Market structure; Identification (biology); Econometric model; Structural estimation; Economics; Empirical research; Empirical modelling; Industrial organization; Econometrics; Microeconomics; Computer science; Cournot competition","score_opus":0.03159605830672948,"score_gpt":0.23085394470925946,"score_spread":0.19925788640252998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481184257","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":[0.008544318,0.00020409461,0.000046363042,0.00093992497,0.00065557146,0.00030353648,0.000029691504,0.000105514344,0.98917097],"genre_scores_gemma":[0.5761406,0.00006299192,0.000050460385,0.00082973624,0.002356701,0.00002312323,0.00011760499,0.00014940629,0.4202694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803424,0.000026453985,0.0006280166,0.0004977177,0.00047875682,0.00033484364],"domain_scores_gemma":[0.9986461,0.00023132641,0.00052945665,0.000345342,0.00021637046,0.000031423704],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009130637,0.00039309796,0.00058676716,0.000736716,0.000093623676,0.0010351468,0.000341063,0.0005791566,0.0017414105],"category_scores_gemma":[0.00037315418,0.00035550562,0.000111849404,0.00005346478,0.00022263893,0.001232438,0.0005294605,0.00077509764,0.000018337512],"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":[0.00030856123,0.00003467931,0.12526292,0.0007023943,0.00010074251,0.000081630234,0.00018610706,1.2781814e-7,0.000058155765,0.039973304,0.05290352,0.7803879],"study_design_scores_gemma":[0.0009298722,0.000013992722,0.03701887,0.0016450121,0.00015778115,0.0000069674015,0.00004771908,0.000025431045,0.000019822213,0.009886264,0.94963837,0.0006099232],"about_ca_topic_score_codex":0.00070950465,"about_ca_topic_score_gemma":0.0010578138,"teacher_disagreement_score":0.89673483,"about_ca_system_score_codex":0.000058097074,"about_ca_system_score_gemma":0.00011216212,"threshold_uncertainty_score":0.9998897},"labels":[],"label_agreement":null},{"id":"W1487588350","doi":"10.4337/9781781009147.00026","title":"Real options theory and international investment strategy: past, present and future","year":2012,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multinational corporation; Downside risk; Exploit; Flexibility (engineering); Profitability index; International business; Foreign direct investment; Industrial organization; Investment decisions; Investment (military); Business; Economics; Politics; Microeconomics; Finance; Behavioral economics; Management","score_opus":0.030330950346505132,"score_gpt":0.23820548032908156,"score_spread":0.20787452998257644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487588350","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":[0.37434867,0.040021583,0.0002259267,0.009417769,0.002282275,0.00041623597,0.00021466482,0.00016933515,0.5729035],"genre_scores_gemma":[0.9520236,0.006100325,0.0015234647,0.0014837519,0.010148655,0.00007888221,0.00017382453,0.00005775375,0.028409693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906516,0.000036583013,0.00030449734,0.00026929058,0.00005762766,0.00026684438],"domain_scores_gemma":[0.9993696,0.0000488824,0.00015948743,0.0001880047,0.000027638038,0.00020637143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305216,0.00014205006,0.00019996676,0.00022890547,0.00014604941,0.0008966111,0.0001624604,0.000111260466,0.0001466805],"category_scores_gemma":[0.000022687665,0.00013745768,0.00006950577,0.000055870856,0.000094688534,0.001218374,0.0001541029,0.00018726327,0.000027676462],"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":[0.000008629637,0.000036103836,0.008357006,0.0000068361655,0.00012933278,7.359175e-7,0.0012755658,0.0000029507473,0.000007347325,0.9771804,0.010472881,0.002522216],"study_design_scores_gemma":[0.0005449001,0.00004440218,0.06587562,0.00000980957,0.00004114637,0.000011738935,0.0013481062,0.00057671807,0.000028203669,0.36791617,0.56323004,0.0003731268],"about_ca_topic_score_codex":0.00019596137,"about_ca_topic_score_gemma":0.000012439781,"teacher_disagreement_score":0.6092642,"about_ca_system_score_codex":0.00006240972,"about_ca_system_score_gemma":0.000011756905,"threshold_uncertainty_score":0.8646041},"labels":[],"label_agreement":null},{"id":"W1491765184","doi":"10.4337/9781781004876.00030","title":"Copyright and competition policy","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"University of Toronto","funders":"","keywords":"Competition (biology); Competition policy; Competition law; Law and economics; Economics; Business; International economics; Market economy; Monopoly","score_opus":0.021905293602855536,"score_gpt":0.1984229728302054,"score_spread":0.17651767922734987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491765184","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":[0.00014197116,0.00024330891,0.000080219834,0.0023270003,0.0009725948,0.00047509192,0.00001016911,0.00043296305,0.9953167],"genre_scores_gemma":[0.048343945,0.000036400113,0.00012789368,0.0067978795,0.010946111,0.000026733524,0.00023811207,0.00019038159,0.93329257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978427,0.000008315695,0.0004892715,0.00066631666,0.0005191068,0.00047426997],"domain_scores_gemma":[0.99849856,0.00007281586,0.00038650987,0.0004814896,0.00050376874,0.00005684383],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035277562,0.0005768022,0.0005344319,0.0008411555,0.00039389715,0.0072267144,0.0005679443,0.00054096826,0.013565886],"category_scores_gemma":[0.00030017528,0.00046648222,0.00018019135,0.00005617775,0.00023258098,0.0035437257,0.00063567795,0.0008970997,0.0034002098],"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":[0.000013645383,0.000005664118,0.0000031526924,0.0001324776,0.00004536112,0.0000061852206,0.00005026876,6.828368e-8,0.000019487781,0.51266515,0.46787456,0.019183984],"study_design_scores_gemma":[0.00025548393,0.000014847379,0.000024334875,0.00025419315,0.000057553552,0.0000071093386,0.000011415194,0.00054833345,0.000013236202,0.15502137,0.8432522,0.00053996185],"about_ca_topic_score_codex":0.00173709,"about_ca_topic_score_gemma":0.00018926915,"teacher_disagreement_score":0.37537763,"about_ca_system_score_codex":0.00011510022,"about_ca_system_score_gemma":0.0001099756,"threshold_uncertainty_score":0.9997787},"labels":[],"label_agreement":null},{"id":"W1502677960","doi":"10.4337/9781847203113.00025","title":"Features of a Realistic Banking System within a Post-Keynesian Stock-flow Consistent Model","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"University of Ottawa","funders":"","keywords":"Economics; Stock (firearms); Post-Keynesian economics; Keynesian economics; Econometrics; Monetary economics; Engineering","score_opus":0.028405584500977507,"score_gpt":0.20452845167636682,"score_spread":0.17612286717538933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502677960","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":[0.0006813202,0.0010660113,0.0011616083,0.0002754079,0.0012575912,0.00060195307,0.003633537,0.00022682827,0.9910957],"genre_scores_gemma":[0.39687145,0.000010342736,0.0021288653,0.0006585546,0.001060952,0.000050931925,0.0005410144,0.0003038263,0.59837407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961457,0.00003949984,0.0020717888,0.0010356576,0.00010155283,0.0006057843],"domain_scores_gemma":[0.99563813,0.00020146799,0.0025317406,0.0012117688,0.00019089233,0.00022600783],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017256312,0.00072991935,0.0016979051,0.00089501555,0.00023659885,0.00089603,0.0009934544,0.001020124,0.00013487526],"category_scores_gemma":[0.0002444945,0.0008691745,0.00065536133,0.00003934611,0.0002468001,0.00052584766,0.0002686531,0.0010662489,0.0001108883],"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":[0.00006395235,0.00001591572,0.000025053087,0.0005445753,0.00026512815,0.000022622164,0.001076885,0.0014986821,0.0000050456047,0.9796852,0.01580317,0.0009937721],"study_design_scores_gemma":[0.0017261371,0.00021956011,0.00017834525,0.0021145735,0.00026438257,0.00019657618,0.00017754434,0.01631742,0.000042432217,0.8607529,0.115334325,0.0026758104],"about_ca_topic_score_codex":0.0021337841,"about_ca_topic_score_gemma":0.00066241284,"teacher_disagreement_score":0.3961901,"about_ca_system_score_codex":0.0006261892,"about_ca_system_score_gemma":0.00031381243,"threshold_uncertainty_score":0.9993759},"labels":[],"label_agreement":null},{"id":"W1512769904","doi":"10.4337/9781781009574.00009","title":"Unions and Productivity, Financial Performance and Investment: International Evidence","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":127,"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":"Leverhulme Trust; London School of Economics and Political Science","keywords":"Productivity; Labour economics; Investment (military); Competition (biology); Human capital; General partnership; Industrial relations; Product market; Economics; Business; Finance; Market economy; Political science; Economic growth; Management; Incentive","score_opus":0.033200574424099696,"score_gpt":0.26072386143278053,"score_spread":0.22752328700868085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512769904","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":[0.0052287104,0.00048399626,0.000010705569,0.0059456667,0.0017279537,0.0004025407,0.000041565156,0.000081920174,0.98607695],"genre_scores_gemma":[0.043131087,0.0010867141,0.00033945777,0.004361456,0.0015272569,0.000028838132,0.00002546636,0.00004952762,0.9494502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982095,0.00006980982,0.00024908935,0.00051773706,0.0006366776,0.00031718463],"domain_scores_gemma":[0.9989865,0.000105297026,0.0002037715,0.00025017446,0.00024381763,0.00021045157],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011663971,0.0002442066,0.00023055526,0.00019285505,0.0007861607,0.0014669328,0.00038940078,0.00031018135,0.00010736531],"category_scores_gemma":[0.0009414177,0.00024251448,0.00004694792,0.000034672696,0.0005398392,0.0016188724,0.00022464491,0.00056742283,0.0000019042019],"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":[0.000005031722,0.000008838736,0.00040378456,0.000015305908,0.000032546384,0.0000036378412,0.002004434,1.7629549e-7,0.0000068108166,0.9537262,0.024390988,0.0194023],"study_design_scores_gemma":[0.00013621195,0.00003264088,0.0023496826,0.00029220636,0.000030527473,0.0000031958762,0.000049432572,0.000001703062,0.000010554549,0.030681394,0.9661402,0.0002722453],"about_ca_topic_score_codex":0.00046981144,"about_ca_topic_score_gemma":0.0016731371,"teacher_disagreement_score":0.9417492,"about_ca_system_score_codex":0.00016531728,"about_ca_system_score_gemma":0.00045409045,"threshold_uncertainty_score":0.99956965},"labels":[],"label_agreement":null},{"id":"W1522916122","doi":"10.4337/9781847204134.00024","title":"Women Advancing onto the Corporate Board","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pace; Corporate governance; Politics; Gender diversity; Representation (politics); Commission; China; Diversity (politics); Political science; Business; Accounting; Geography; Law; Finance","score_opus":0.1456982185896207,"score_gpt":0.2781258414698969,"score_spread":0.13242762288027618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522916122","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":[0.0007071863,0.00014088057,0.0001970116,0.0020477052,0.0022146278,0.0004544702,0.000041485346,0.0003155052,0.9938811],"genre_scores_gemma":[0.013955508,0.000054849334,0.00031125775,0.0031510566,0.0022113,0.000010555783,0.000029077353,0.000063266074,0.9802131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614084,0.00021257275,0.00047613677,0.0006029,0.0014873968,0.0010801763],"domain_scores_gemma":[0.99734145,0.00033953844,0.00075281464,0.00066437526,0.0004305993,0.0004712295],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0073058163,0.00039083406,0.00046847793,0.00020453722,0.0017167784,0.0021645762,0.0015714186,0.00079052785,0.0009946036],"category_scores_gemma":[0.0006397164,0.00034334735,0.00026144556,0.000057635847,0.0006121135,0.0010537492,0.000449441,0.0014732738,0.00026109105],"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":[0.00004878319,0.00001400246,0.00022755787,0.000050377104,0.00017975741,0.000049070353,0.06847081,0.0000029039427,0.0000040974805,0.7369933,0.15749002,0.036469314],"study_design_scores_gemma":[0.0001612499,0.000030481451,0.00009743609,0.000065502165,0.000034655237,0.0000010226609,0.0062711444,0.0000010154268,0.0000047222816,0.08197251,0.9109576,0.0004026612],"about_ca_topic_score_codex":0.0041838223,"about_ca_topic_score_gemma":0.013832563,"teacher_disagreement_score":0.75346756,"about_ca_system_score_codex":0.0011493723,"about_ca_system_score_gemma":0.0009253578,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W1536128209","doi":"10.4337/9781849806138.00014","title":"Optimal Climate Change Tax Policy for Small Open Economies","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Carbon tax; Transparency (behavior); Economics; Climate change; Global warming; International economics; Open economy; Consistency (knowledge bases); Small open economy; Tax policy; Tax reform; Public economics; Macroeconomics; Political science","score_opus":0.2323693506433194,"score_gpt":0.27374943572248295,"score_spread":0.04138008507916355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536128209","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":[0.00029452698,0.0009731483,0.00017310875,0.0026300524,0.0021332856,0.0021864416,0.012067905,0.00019046005,0.97935104],"genre_scores_gemma":[0.0028068153,0.002814594,0.007346311,0.008895258,0.012828527,0.0018878266,0.0018106963,0.0010592389,0.9605507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99519753,0.000012738338,0.0017544237,0.0015672013,0.000041294723,0.0014267957],"domain_scores_gemma":[0.995915,0.0001786864,0.0020164426,0.0013389104,0.00011555211,0.00043541627],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018131234,0.0009481735,0.0018763006,0.0012065335,0.00048178865,0.003992882,0.0027180738,0.0012516063,0.001317599],"category_scores_gemma":[0.0003043554,0.001232832,0.0007218832,0.000037411464,0.00020430701,0.0019851977,0.0019650306,0.00081199914,0.0016496842],"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":[0.00010322894,0.000025110976,0.00009446246,0.00024178185,0.00023275084,0.0000048060056,0.0017900188,0.0000023607379,2.2897589e-7,0.97041225,0.019138003,0.007954998],"study_design_scores_gemma":[0.0007759689,0.00011804066,0.00004458568,0.00013445415,0.0000327796,0.000010768682,0.00003332912,0.00007768442,0.000009696242,0.31621093,0.68154126,0.0010104944],"about_ca_topic_score_codex":0.0042255595,"about_ca_topic_score_gemma":0.0022358957,"teacher_disagreement_score":0.6624033,"about_ca_system_score_codex":0.0007088635,"about_ca_system_score_gemma":0.00016269204,"threshold_uncertainty_score":0.99959534},"labels":[],"label_agreement":null},{"id":"W1547796533","doi":"10.4337/9781783476732.00012","title":"Delegation, relinquishment, and responsibility: The prospect of expert robots","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Delegate; Robot; Delegation; IBM; Control (management); Robotics; Artificial intelligence; Computer science; Status quo; Watson; Political science; Management; Economics; Law","score_opus":0.049724058581462297,"score_gpt":0.3248489366399614,"score_spread":0.2751248780584991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547796533","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":[0.00031042262,0.00057292107,0.000041566633,0.040276214,0.00080953655,0.00063654606,0.000031942196,0.00010715151,0.9572137],"genre_scores_gemma":[0.057694763,0.0007543473,0.00058955554,0.0018980962,0.002781248,0.00002600832,0.000009684958,0.00009629983,0.93615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718225,0.00025844245,0.000537936,0.0004777084,0.0011236017,0.0004200565],"domain_scores_gemma":[0.9964528,0.0011104695,0.00054884685,0.0005743952,0.0010889692,0.00022451616],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005701204,0.00027789606,0.00042678195,0.00013278051,0.0009965599,0.0016693156,0.00073661417,0.00085611566,0.00012636853],"category_scores_gemma":[0.0051467977,0.00019325814,0.00018083681,0.000034595,0.0016796491,0.000972327,0.00025546842,0.00086453237,0.000009536026],"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":[0.00002977094,0.0000063321286,0.000045012366,0.00001803625,0.00006847258,0.0000022402166,0.024336211,8.008521e-8,0.00003003418,0.931757,0.026634626,0.017072229],"study_design_scores_gemma":[0.00016062194,0.000045486646,0.00008772329,0.00024627266,0.000025468067,7.397575e-7,0.0005630995,3.538417e-7,0.000048590373,0.47098634,0.5276129,0.00022237643],"about_ca_topic_score_codex":0.0021564611,"about_ca_topic_score_gemma":0.0052230163,"teacher_disagreement_score":0.5009783,"about_ca_system_score_codex":0.0002412912,"about_ca_system_score_gemma":0.0014699327,"threshold_uncertainty_score":0.99936706},"labels":[],"label_agreement":null},{"id":"W1555241622","doi":"10.4337/9781781953426","title":"Current Issues in International Entrepreneurship","year":2013,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":true,"ca_institutions":"McGill University","funders":"","keywords":"Entrepreneurship; Current (fluid); Political science; Engineering; Electrical engineering; Law","score_opus":0.02252004015879692,"score_gpt":0.2437336083701329,"score_spread":0.22121356821133598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555241622","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":[0.0006824465,0.00052245654,0.000035961268,0.0035361983,0.009792191,0.00041920206,0.000019431734,0.00024969768,0.9847424],"genre_scores_gemma":[0.0132402135,0.00005373085,0.000091665395,0.0027653126,0.023865947,0.0001376884,0.001475579,0.00017737052,0.95819247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705374,0.00001436509,0.0006833516,0.00072771974,0.001034319,0.00048649238],"domain_scores_gemma":[0.9981029,0.00007693511,0.00059301447,0.00043720595,0.0007622604,0.000027703636],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055522146,0.0005074261,0.000470295,0.0012788806,0.00009650863,0.006511126,0.0015541478,0.0003733667,0.0020628865],"category_scores_gemma":[0.0005496522,0.0005009191,0.00022268436,0.000105110164,0.00007866692,0.0038855164,0.0008042116,0.0010896176,0.0018278772],"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":[0.000021052663,0.000054493765,0.00210983,0.00020464926,0.00005939717,0.000033714936,0.00008008336,0.00001289093,0.0000043186487,0.21350953,0.73232704,0.05158303],"study_design_scores_gemma":[0.00039921454,0.0000024635656,0.0019763974,0.0006368636,0.000026386278,0.0000025260624,0.0000139653675,0.00034539978,0.0000030535,0.0575973,0.9385,0.0004964615],"about_ca_topic_score_codex":0.0011633278,"about_ca_topic_score_gemma":0.00027212128,"teacher_disagreement_score":0.20617296,"about_ca_system_score_codex":0.00033278466,"about_ca_system_score_gemma":0.00018637638,"threshold_uncertainty_score":0.99974424},"labels":[],"label_agreement":null},{"id":"W1569137194","doi":"10.4337/9781781005354.00034","title":"Property in labour and the limits of contract","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Property (philosophy); Business; Labour economics; Law and economics; Economics; Philosophy; Epistemology","score_opus":0.06351158226858773,"score_gpt":0.28932276870161655,"score_spread":0.22581118643302883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569137194","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":[0.0004968217,0.0007894253,0.0000020112159,0.0028028125,0.0004795244,0.00042243596,0.000024130712,0.000040340787,0.9949425],"genre_scores_gemma":[0.19525714,0.00012226476,0.00002569937,0.00079345045,0.0005867653,0.000005765281,0.000006423229,0.00003253346,0.80316997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998128,0.00022344418,0.0004101544,0.00025535954,0.00074861944,0.00023442654],"domain_scores_gemma":[0.9984237,0.0003819235,0.00033918404,0.00021425051,0.0005195945,0.00012137359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037285155,0.00018424571,0.00037724504,0.00012437996,0.00012825384,0.00075100723,0.00064858986,0.0002571759,0.00014611965],"category_scores_gemma":[0.0019304916,0.0001091784,0.00009640786,0.000019904859,0.00070529635,0.0005487848,0.00010933677,0.0007251916,0.00001968099],"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":[0.00007639504,0.000006249649,0.000033888893,0.000011832361,0.000035732544,0.000010441889,0.0025072088,3.9325633e-7,0.0000027909614,0.9818661,0.00607321,0.009375716],"study_design_scores_gemma":[0.000823914,0.000021742533,0.0001897795,0.00018925447,0.000016220114,0.0000013531452,0.00006774925,0.0000078710045,0.0000034940022,0.031332705,0.9671932,0.00015271758],"about_ca_topic_score_codex":0.0037545813,"about_ca_topic_score_gemma":0.0046800086,"teacher_disagreement_score":0.96112,"about_ca_system_score_codex":0.000106706386,"about_ca_system_score_gemma":0.00044351295,"threshold_uncertainty_score":0.724198},"labels":[],"label_agreement":null},{"id":"W1571455316","doi":"10.4337/9781849805315","title":"Higher Education in a Global Society","year":2010,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":36,"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; Mathematics education; Sociology; Mathematics","score_opus":0.016070528540068785,"score_gpt":0.30045310862795344,"score_spread":0.28438258008788464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1571455316","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":[0.0003942321,0.0003737291,0.0000061008054,0.0057189222,0.009820109,0.00041511515,0.000023720648,0.00016843999,0.9830796],"genre_scores_gemma":[0.000963478,0.000051922667,0.0019724418,0.003988847,0.004738212,0.000092473376,0.0001202525,0.00003979355,0.9880326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972072,0.000102763224,0.00044873997,0.0005696189,0.0010934034,0.00057822396],"domain_scores_gemma":[0.99853116,0.00008790446,0.00037114313,0.00040291937,0.00033313638,0.0002737338],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012007745,0.00030396332,0.0003339456,0.0000951594,0.0003750553,0.0017975394,0.0008829934,0.0012014591,0.001084306],"category_scores_gemma":[0.00017369266,0.00033617983,0.00020523166,0.00015659453,0.0002300933,0.0008786502,0.00012665206,0.0012547387,0.00022112639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026380822,0.000040621417,0.00090468564,0.00002005222,0.00001895644,0.0000012737032,0.005534422,9.846074e-8,7.5194833e-7,0.17031614,0.7884285,0.03473184],"study_design_scores_gemma":[0.0001503682,0.0000048111892,0.0055780914,0.0001907414,0.000012330265,6.4563443e-7,0.00026771647,1.0479196e-7,0.0000011408645,0.05100226,0.94242996,0.00036183157],"about_ca_topic_score_codex":0.004497089,"about_ca_topic_score_gemma":0.009663005,"teacher_disagreement_score":0.15400144,"about_ca_system_score_codex":0.0027683405,"about_ca_system_score_gemma":0.02980317,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W1572479190","doi":"10.4337/9781849808187.00012","title":"Dumping – One of Those Economic Myths","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"University of Saskatchewan","funders":"","keywords":"Dumping; Protectionism; Foundation (evidence); Popularity; International trade; Economics; Mythology; Law and economics; Political science; Law; History","score_opus":0.0800393199931058,"score_gpt":0.21263858073147784,"score_spread":0.13259926073837203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572479190","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":[0.0018663646,0.0012370344,0.00012306613,0.0005090848,0.0034690555,0.00037832255,0.0010657628,0.0001369733,0.99121433],"genre_scores_gemma":[0.14333674,0.001003321,0.0068364446,0.0016461868,0.004607929,0.000056322853,0.0005002821,0.0006656503,0.8413471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635124,0.000008800306,0.0018496213,0.0010615924,0.00008336729,0.0006453485],"domain_scores_gemma":[0.9964032,0.00011050744,0.0018936141,0.0012435243,0.00006780988,0.00028132636],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011598927,0.0006043035,0.0015424395,0.00066874805,0.00015901508,0.00094348326,0.0012578787,0.0013776188,0.0022268663],"category_scores_gemma":[0.00015624876,0.000834662,0.0006303113,0.00002027952,0.00023586905,0.00095526135,0.00038576286,0.0015671301,0.001996531],"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":[0.000020278043,0.000021697988,0.00022692901,0.000117595126,0.0003202721,0.000006016023,0.00030305958,0.00001344148,0.00002370945,0.9883164,0.0071042855,0.0035263142],"study_design_scores_gemma":[0.00043932375,0.00005088007,0.00012848905,0.000167823,0.000032574073,0.000007843018,0.000017658938,0.00004611774,0.0002069423,0.25442654,0.7437412,0.0007345886],"about_ca_topic_score_codex":0.0004801211,"about_ca_topic_score_gemma":0.0003270335,"teacher_disagreement_score":0.73663694,"about_ca_system_score_codex":0.00037509107,"about_ca_system_score_gemma":0.00018788745,"threshold_uncertainty_score":0.9999188},"labels":[],"label_agreement":null},{"id":"W1578761560","doi":"10.4337/9781782543411.00013","title":"China's Emerging Tax Regime: Local Tax Farming and Central Tax Bureaucracy","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":9,"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":"Erasmus Research Institute of Management; McMaster University","keywords":"Bureaucracy; China; Business; Corporate governance; Economic policy; Agriculture; Market economy; Economic system; Economics; Finance; Political science; Geography","score_opus":0.02143481112591347,"score_gpt":0.269726799528671,"score_spread":0.24829198840275754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578761560","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":[0.0003509136,0.00086349464,0.014003868,0.002268109,0.002270966,0.0006858441,0.00008041712,0.0003151286,0.97916126],"genre_scores_gemma":[0.073820196,0.0007650194,0.0006773919,0.0012040851,0.00340944,0.000016054391,0.00014485746,0.00017901234,0.91978395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948484,0.00010232406,0.00074538926,0.0009669425,0.001956665,0.0013802854],"domain_scores_gemma":[0.9978825,0.00012202562,0.00071930164,0.0004851816,0.0002133034,0.00057770143],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013990644,0.0006231217,0.0006396978,0.00028183116,0.0011638297,0.0022436096,0.00075685966,0.0011133725,0.00037780122],"category_scores_gemma":[0.0005652383,0.00066088093,0.00025616557,0.000106039166,0.0006980077,0.0016885104,0.00031865455,0.0012554611,0.000038362352],"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":[0.0000515091,0.000021856697,0.00022402607,0.0000791842,0.000095984884,0.00012846873,0.008164295,0.000018667384,0.000008633589,0.66460294,0.0797478,0.24685661],"study_design_scores_gemma":[0.00042982312,0.00004067178,0.0004865403,0.00036591088,0.000089235444,0.000009131501,0.0007547923,0.000078017845,0.000034836205,0.020606123,0.976325,0.00077995943],"about_ca_topic_score_codex":0.009233263,"about_ca_topic_score_gemma":0.00606477,"teacher_disagreement_score":0.8965772,"about_ca_system_score_codex":0.00085187797,"about_ca_system_score_gemma":0.0005443885,"threshold_uncertainty_score":0.99958426},"labels":[],"label_agreement":null},{"id":"W1586693731","doi":"10.4337/9781843765455.00017","title":"The Contribution of Aboriginal Rock Paintings to Wilderness Recreation Values in North America","year":2002,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","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":"Wilderness; Recreation; Painting; Geography; Wilderness area; Archaeology; Political science; Art; Ecology; Visual arts; Law","score_opus":0.015592248574290212,"score_gpt":0.27607267617238296,"score_spread":0.26048042759809276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586693731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8662514,0.00030059344,0.016817383,0.003827904,0.0016914792,0.0015691589,0.000011793324,0.00027631017,0.10925394],"genre_scores_gemma":[0.9892774,0.000026829499,0.0003388678,0.00015496122,0.00031116712,0.0002509467,0.00004945193,0.000038752594,0.009551608],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972471,0.0004582862,0.00067042443,0.0005007418,0.00056036474,0.00056306616],"domain_scores_gemma":[0.998012,0.00042114465,0.0004305939,0.00063479604,0.00037974378,0.000121720885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012624774,0.0002374261,0.00033608513,0.00030386818,0.00024269802,0.000612279,0.00065167586,0.00013367804,0.00014309309],"category_scores_gemma":[0.00062708894,0.00020266748,0.00009546719,0.00051302765,0.00007739236,0.00057379587,0.00008094938,0.00033083765,0.00012673832],"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":[0.00022328233,0.00026788985,0.6017706,0.000034861372,0.00020396008,0.000018307574,0.019698426,0.00079076516,0.000057573125,0.032811444,0.07424912,0.2698738],"study_design_scores_gemma":[0.001071774,0.00017350419,0.42251116,0.00010186628,0.00004908231,0.0000041935514,0.001503203,0.0011430157,0.00014397026,0.0011569092,0.5717758,0.0003654978],"about_ca_topic_score_codex":0.0023693235,"about_ca_topic_score_gemma":0.0015350126,"teacher_disagreement_score":0.4975267,"about_ca_system_score_codex":0.0001688481,"about_ca_system_score_gemma":0.000038049588,"threshold_uncertainty_score":0.826454},"labels":[],"label_agreement":null},{"id":"W1587659076","doi":"10.4337/1840649690.00013","title":"Capital Stock and Productivity in French Transport: An International Comparison","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":23,"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":"Ministère des Transports","keywords":"Stock (firearms); Productivity; Business; Economics; Geography; Macroeconomics; Archaeology","score_opus":0.035862589459085485,"score_gpt":0.2749695794903594,"score_spread":0.2391069900312739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587659076","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":[0.03235845,0.000116695584,0.00022458857,0.00075649313,0.001282054,0.00044058912,0.000107028,0.00023735562,0.96447676],"genre_scores_gemma":[0.6644906,0.00004150057,0.0008302032,0.000065426,0.0008252594,0.000016333426,0.000547071,0.00005004752,0.33313355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794084,0.0000643303,0.00043349326,0.000573263,0.0007078919,0.0002801849],"domain_scores_gemma":[0.9991101,0.00005925743,0.0002579507,0.00021146917,0.00018574558,0.00017549992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007866779,0.00024789377,0.00032683794,0.00034360084,0.0002548764,0.00064337056,0.00039120094,0.00047577894,0.00028578323],"category_scores_gemma":[0.000100629724,0.00028694337,0.00006402518,0.00003667121,0.00022049343,0.0016192407,0.000014563528,0.0007427152,0.0000066595],"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":[0.00009011068,0.00029728148,0.1824714,0.00013465756,0.0002247407,0.0001321959,0.3068921,0.0018643741,0.000008878058,0.38383338,0.010458563,0.11359233],"study_design_scores_gemma":[0.0010405717,0.00012177166,0.11568806,0.00040358497,0.000090823974,0.0000051254938,0.0011112809,0.00073296786,0.0000054344337,0.009155621,0.87038535,0.00125942],"about_ca_topic_score_codex":0.0027831777,"about_ca_topic_score_gemma":0.021060776,"teacher_disagreement_score":0.85992676,"about_ca_system_score_codex":0.0001411248,"about_ca_system_score_gemma":0.00017283481,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W1602074334","doi":"10.4337/9781781000151.00011","title":"Incentives for care, litigation, and tort reform under self-serving bias","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","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":"University of Alberta","funders":"","keywords":"Plaintiff; Tort reform; Incentive; Commit; Tort; Causation; Deterrence theory; Welfare; Negotiation; Deterrence (psychology); Welfare reform; Economics; Business; Law and economics; Political science; Law; Liability; Microeconomics","score_opus":0.04229173422969378,"score_gpt":0.2085780265003433,"score_spread":0.1662862922706495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602074334","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":[0.001893067,0.0033925364,0.00036197223,0.00043234657,0.002696494,0.001184162,0.00048174927,0.00021632294,0.9893414],"genre_scores_gemma":[0.284689,0.0010164035,0.003475283,0.0023300285,0.007874027,0.0004570419,0.0009662466,0.00068660715,0.69850534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969432,0.000012762408,0.0013946773,0.0010091447,0.0000888831,0.0005513695],"domain_scores_gemma":[0.9973932,0.00012562214,0.0013241804,0.00063723105,0.000263229,0.0002565401],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009965051,0.00045128568,0.0010710987,0.00033782018,0.00038152307,0.0024073175,0.0005637527,0.0008194616,0.00019623019],"category_scores_gemma":[0.00013575163,0.0006057527,0.00031525092,0.000023141669,0.00016654696,0.0014285891,0.00028009227,0.00044182662,0.00022438115],"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":[0.0000080559,0.0000072696316,0.0006312955,0.0002954748,0.00024982955,8.6835803e-7,0.0017222747,0.0000012581273,4.94163e-7,0.9861606,0.008633725,0.002288889],"study_design_scores_gemma":[0.00046441206,0.00005099025,0.0003768973,0.00015770657,0.000025812875,0.0000031833695,0.00028925017,0.00006390454,0.000007675424,0.4067042,0.5912522,0.0006037861],"about_ca_topic_score_codex":0.0021261126,"about_ca_topic_score_gemma":0.0006062435,"teacher_disagreement_score":0.5826185,"about_ca_system_score_codex":0.0010483948,"about_ca_system_score_gemma":0.00013678809,"threshold_uncertainty_score":0.9996394},"labels":[],"label_agreement":null},{"id":"W1673077594","doi":"10.4337/9781782544555.00026","title":"Network governance of biofuels","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","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 Ottawa","funders":"","keywords":"Intellectual property; Corporate governance; Variety (cybernetics); Business; Biofuel; Law and economics; International trade; Public administration; Political science; Economics; Law; Engineering; Finance; Computer science","score_opus":0.016677864388264782,"score_gpt":0.18606360227927085,"score_spread":0.16938573789100608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1673077594","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":[0.0012456076,0.00051741576,0.0000053725093,0.0041023334,0.00071181916,0.00035344975,0.00017620626,0.00010600177,0.9927818],"genre_scores_gemma":[0.034826163,0.00006658972,0.0002581503,0.0012704022,0.0020263556,0.000021069618,0.00006696366,0.0000070951046,0.9614572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980216,0.000033572738,0.0005659678,0.00054485776,0.0003637015,0.0004702884],"domain_scores_gemma":[0.9986479,0.00027155053,0.0005162929,0.00017924042,0.0002373818,0.00014759232],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063636235,0.00034631102,0.0005069821,0.000013677097,0.00015881678,0.0002976057,0.0007704424,0.00063876435,0.0012646432],"category_scores_gemma":[0.00011036544,0.00013344741,0.00024569005,0.000025382948,0.00019930242,0.00032159747,0.0003416541,0.0004075593,0.00005801986],"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":[0.000028637785,0.000008916332,0.00021014053,0.000046097088,0.00005726272,0.0000073014303,0.00005045355,2.126799e-7,0.000118674056,0.36903796,0.02268416,0.6077502],"study_design_scores_gemma":[0.00007383677,0.00006583977,0.001060127,0.00019616407,0.000011341927,0.0000026996447,0.000009941665,1.9472705e-7,0.00008573861,0.17401099,0.8241649,0.00031820903],"about_ca_topic_score_codex":0.00005570297,"about_ca_topic_score_gemma":0.0002369387,"teacher_disagreement_score":0.80148077,"about_ca_system_score_codex":0.00015878174,"about_ca_system_score_gemma":0.00010612883,"threshold_uncertainty_score":0.99964833},"labels":[],"label_agreement":null},{"id":"W1715223133","doi":"10.4337/9780857933898.00018","title":"Political Regimes, Institutions, and the Nature of Tax Systems","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Taxation and Avoidance","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":"Carleton University","funders":"","keywords":"Politics; Tax policy; Variety (cybernetics); Tax revenue; Economics; Revenue; Relation (database); Public economics; Political science; Economic system; Positive economics; Tax reform; Computer science; Law; Finance","score_opus":0.029520396457665042,"score_gpt":0.21604959147057132,"score_spread":0.18652919501290627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1715223133","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":[0.00010114464,0.0012198822,0.00010607495,0.0017316137,0.0014526614,0.00045987224,0.00002718259,0.00013164684,0.99476993],"genre_scores_gemma":[0.36843404,0.000022464203,0.00005876933,0.0033375712,0.0037103826,0.000031468877,0.00011784249,0.000085642445,0.62420183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983898,0.00001761276,0.00049078854,0.0003702606,0.000439506,0.00029202923],"domain_scores_gemma":[0.99799407,0.00009078523,0.0009340565,0.00050373236,0.00044300908,0.000034365745],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008198433,0.00032337604,0.00047872512,0.00030391355,0.00024139688,0.0016371392,0.00054242526,0.0005685054,0.000059602644],"category_scores_gemma":[0.0004665541,0.00023064553,0.00014341636,0.00004659657,0.00056252483,0.0011059447,0.00037175044,0.0011107601,0.000044769145],"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":[0.00003791947,0.000004999234,0.000032083823,0.0002520532,0.000050612547,0.000006658759,0.00003136088,4.5421405e-7,0.0000012418002,0.95684654,0.041469824,0.0012662589],"study_design_scores_gemma":[0.0005217981,0.0000032830717,0.000050303443,0.00038862764,0.00009547069,0.00000880361,0.000037016052,0.000042414722,0.0000024009478,0.12739371,0.8712133,0.00024283686],"about_ca_topic_score_codex":0.0009166537,"about_ca_topic_score_gemma":0.00009386377,"teacher_disagreement_score":0.8297435,"about_ca_system_score_codex":0.000041996882,"about_ca_system_score_gemma":0.00015386021,"threshold_uncertainty_score":0.99939924},"labels":[],"label_agreement":null},{"id":"W1725614145","doi":"10.4337/9781784716738.00012","title":"Global imbalances in climate protection, leadership ambitions and EU climate change law","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Environmental Law and Policies","field":"Environmental Science","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":"Climate change; Political science; Law; Geology; Oceanography","score_opus":0.07850775795950038,"score_gpt":0.24954682623707958,"score_spread":0.1710390682775792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1725614145","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":[0.0005258064,0.00021262784,0.0000050843287,0.0017760291,0.00042042913,0.00056050153,0.00045121246,0.000104671606,0.99594367],"genre_scores_gemma":[0.54248667,0.00046834958,0.0007253509,0.017750395,0.0028152734,0.000736579,0.00071130355,0.00032302277,0.43398306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775434,0.00004624402,0.00038383875,0.00056737015,0.0006564158,0.00059181865],"domain_scores_gemma":[0.9992627,0.000024901969,0.00022737186,0.000273265,0.000016304895,0.00019547678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058086467,0.00039058615,0.00032114933,0.00007351169,0.00024269878,0.0005570077,0.00037686157,0.00038741372,0.00052614923],"category_scores_gemma":[0.000024858717,0.00039282188,0.00009126974,0.000031707288,0.0006113448,0.0010714355,0.0005744703,0.0005005312,0.0003797977],"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":[0.000047052894,0.000028158767,0.0011064499,0.0000742755,0.000024853018,0.000030166766,0.00062162365,0.00002688109,0.00001706177,0.98552155,0.00722173,0.0052801874],"study_design_scores_gemma":[0.00042811886,0.0000954598,0.0032605315,0.00030097624,0.000027910673,0.00006286997,0.00008405799,0.000052648393,0.000014463173,0.035132684,0.9599574,0.0005828598],"about_ca_topic_score_codex":0.004157934,"about_ca_topic_score_gemma":0.011195451,"teacher_disagreement_score":0.95273566,"about_ca_system_score_codex":0.0007070604,"about_ca_system_score_gemma":0.000014803414,"threshold_uncertainty_score":0.99985236},"labels":[],"label_agreement":null},{"id":"W173598990","doi":"10.4337/9781849801928","title":"Research Companion to Corruption in Organizations","year":2009,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":28,"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":"Language change; Political science; Business; Criminology; Psychology; Linguistics; Philosophy","score_opus":0.2712151676872121,"score_gpt":0.44938239303373334,"score_spread":0.17816722534652124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W173598990","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":[0.0012435372,0.00009334364,0.0015782779,0.00991356,0.003084116,0.0007461541,0.000020766478,0.00013995646,0.9831803],"genre_scores_gemma":[0.033447996,0.000017313232,0.0014960961,0.0015344563,0.0022321332,0.000043665666,0.00027586464,0.00008934026,0.9608631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911467,0.00076784374,0.0012822284,0.0012285614,0.004861856,0.00071279716],"domain_scores_gemma":[0.9867067,0.004068116,0.00040338625,0.001559936,0.006930838,0.00033102476],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.021905424,0.00033548998,0.00058312283,0.0037794022,0.00058558094,0.008119247,0.0026443345,0.0010720639,0.00047503554],"category_scores_gemma":[0.040010247,0.00031156855,0.000093999464,0.002228792,0.00017991179,0.0013243156,0.00059185334,0.0031161467,0.0015135156],"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":[0.000009862168,0.00004421117,0.00032174835,0.000017022727,0.0000051354773,0.0000063259236,0.0034036643,0.00018079516,0.000017469994,0.083328374,0.8703552,0.04231022],"study_design_scores_gemma":[0.00013270484,0.000041260573,0.008341039,0.00038893882,0.0000055803075,0.000005333516,0.00050827605,0.00006426401,0.000011357901,0.31520835,0.67498565,0.00030721712],"about_ca_topic_score_codex":0.0003332057,"about_ca_topic_score_gemma":0.0020016376,"teacher_disagreement_score":0.23187998,"about_ca_system_score_codex":0.0012524329,"about_ca_system_score_gemma":0.004355608,"threshold_uncertainty_score":0.99993366},"labels":[],"label_agreement":null},{"id":"W1755163334","doi":"10.4337/9780857930019.00024","title":"Tax activists and the global movement for development through transparency","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","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":"McGill University","funders":"","keywords":"Transparency (behavior); Movement (music); Political science; Business; Law; Art; Aesthetics","score_opus":0.05841595526747804,"score_gpt":0.233669097394118,"score_spread":0.17525314212663998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1755163334","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":[0.000091804955,0.002557395,0.009910591,0.002599743,0.0008831001,0.0010081403,0.0002672449,0.00006958394,0.9826124],"genre_scores_gemma":[0.033231586,0.00040072374,0.012359736,0.0042246385,0.00062233,0.00094410224,0.00011140633,0.000115475246,0.94799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982391,0.0000073649585,0.00073114625,0.00058462255,0.000101526064,0.00033622465],"domain_scores_gemma":[0.9986624,0.00008099122,0.0007385715,0.00034989908,0.00009785268,0.00007027689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046648816,0.00036363158,0.0006462669,0.00006151328,0.0003779245,0.0009872611,0.00042759342,0.00021966943,0.00022071853],"category_scores_gemma":[0.00010221275,0.00031220488,0.00018683176,0.000018402303,0.00018712542,0.00041022708,0.00014571747,0.0002766669,0.00014014909],"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":[0.000027318154,0.0000073842275,0.00012281426,0.00006447419,0.00024354596,4.065276e-7,0.0014117397,7.382697e-7,5.447304e-8,0.964838,0.024558563,0.0087249605],"study_design_scores_gemma":[0.00070026284,0.000013879328,0.0005259188,0.000044953413,0.000010346929,6.3866605e-7,0.00003163637,0.000008462098,0.0000018884473,0.41953054,0.5788933,0.00023817022],"about_ca_topic_score_codex":0.00018194632,"about_ca_topic_score_gemma":0.00017037783,"teacher_disagreement_score":0.55433476,"about_ca_system_score_codex":0.00024764176,"about_ca_system_score_gemma":0.000071135495,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W1758833921","doi":"10.4337/9781848447189.00017","title":"Innovation in Trading Activity: Should Stock Markets be More Transparent?","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","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; Stock (firearms); Financial economics; Commerce; Economics; Geography","score_opus":0.1075266034949183,"score_gpt":0.25713002675824526,"score_spread":0.14960342326332696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1758833921","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":[0.0052678846,0.0006886311,0.00020494589,0.003314459,0.000993752,0.0006399567,0.00030097493,0.00015864742,0.98843074],"genre_scores_gemma":[0.36458555,0.0002797979,0.0006623443,0.0052860095,0.0011807296,0.00010638283,0.00047835524,0.00032603292,0.6270948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966931,0.00002152321,0.0014158101,0.00101742,0.00021172734,0.0006404727],"domain_scores_gemma":[0.9981219,0.00008360069,0.001006033,0.00059650984,0.00008306122,0.00010885685],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014241689,0.0006544607,0.0011161837,0.0016318576,0.00017160336,0.00133654,0.00063564134,0.0009842296,0.00043199852],"category_scores_gemma":[0.0002325482,0.00080709736,0.00025335752,0.00017787296,0.0001264104,0.0017792265,0.00007422763,0.0014790857,0.000025202973],"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":[0.000090526424,0.00004789509,0.00036223637,0.0001153555,0.00007882092,0.00003460725,0.00067181233,0.000004746916,0.000011610092,0.9168202,0.026832933,0.054929245],"study_design_scores_gemma":[0.0007375364,0.00010967031,0.011913902,0.0003701398,0.000018128158,0.0000050830467,0.000023506609,0.00032715706,0.00002780054,0.26210564,0.7233528,0.0010086625],"about_ca_topic_score_codex":0.0002211177,"about_ca_topic_score_gemma":0.00015934951,"teacher_disagreement_score":0.69651985,"about_ca_system_score_codex":0.00049961504,"about_ca_system_score_gemma":0.00015761603,"threshold_uncertainty_score":0.9997002},"labels":[],"label_agreement":null},{"id":"W1760112438","doi":"10.4337/9781781950784.00009","title":"The role of the history of economic thought in modern macroeconomics","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Economic Thought; Keynesian economics; History of economic thought; Macroeconomics; Positive economics; Neoclassical economics","score_opus":0.018558335225345675,"score_gpt":0.188978581408479,"score_spread":0.17042024618313334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1760112438","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":[0.0032181737,0.009621828,0.000008553561,0.00030571496,0.0036540392,0.00037775654,0.00040635088,0.00002006816,0.98238754],"genre_scores_gemma":[0.085054606,0.00047644248,0.00007635724,0.0006132545,0.0004872747,0.00003150508,0.000017398726,0.00017890274,0.91306424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970433,0.00005018889,0.0018336406,0.0005918999,0.00003453923,0.00044639743],"domain_scores_gemma":[0.9958079,0.0003116589,0.0023404357,0.0014186949,0.000034025867,0.00008727178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019912869,0.00041817286,0.0010011008,0.0003382442,0.00010168846,0.00017452166,0.001647844,0.0005823217,0.0002867587],"category_scores_gemma":[0.00014379108,0.00038621938,0.00055952766,0.000016109494,0.00051647023,0.0004111091,0.00031534318,0.00091081765,0.00010414313],"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":[0.00002641851,0.000009187392,0.0005318277,0.00003240588,0.0001160857,4.19359e-7,0.0008769747,0.000079273545,0.0000031336444,0.98370034,0.009460166,0.0051638004],"study_design_scores_gemma":[0.00019266261,0.000010317153,0.000032278593,0.000035335903,0.000007988813,0.0000024973965,0.000026765343,0.00014193573,0.00004277346,0.47272813,0.52657264,0.00020664559],"about_ca_topic_score_codex":0.00053321605,"about_ca_topic_score_gemma":0.0012246501,"teacher_disagreement_score":0.5171125,"about_ca_system_score_codex":0.001571398,"about_ca_system_score_gemma":0.00042535726,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W176889050","doi":"10.4337/9781848440173.00008","title":"Management Characteristics of Mega-Projects","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Process (computing); Mega-; Process management; Risk analysis (engineering); Business; Engineering; Operations management; Engineering management; Computer science; Management science","score_opus":0.13498320911205888,"score_gpt":0.3242238003401441,"score_spread":0.1892405912280852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176889050","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":[0.00026673797,0.0005375378,0.0016685055,0.00009069535,0.0031748272,0.0006306394,0.00013890634,0.00014752039,0.9933446],"genre_scores_gemma":[0.07247039,0.000029300229,0.0023822386,0.00025209706,0.0010071142,0.000017410768,0.000019108862,0.00012958852,0.92369276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896488,0.00013197411,0.0028587114,0.0014002112,0.0053943465,0.0005659347],"domain_scores_gemma":[0.9919834,0.0013051553,0.002495005,0.0025667835,0.0013566542,0.00029297103],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038763315,0.00067326747,0.0016461228,0.0017731137,0.00031763533,0.0026429193,0.003129151,0.0006150575,0.0009589685],"category_scores_gemma":[0.0018303025,0.00054956943,0.0007459558,0.00016284887,0.00024653348,0.0007065287,0.0016310354,0.0008904168,0.00045587763],"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":[0.000047793743,0.000016549116,0.000054629192,0.00006340902,0.00015043808,0.00037656722,0.0007215478,0.0000021362077,0.000006906024,0.3583564,0.42471415,0.2154895],"study_design_scores_gemma":[0.00032044415,0.000055716235,0.00055595936,0.0004824317,0.000043751697,0.000074516705,0.000099702076,0.00006195805,0.000009755141,0.0745168,0.923247,0.00053197314],"about_ca_topic_score_codex":0.00004616972,"about_ca_topic_score_gemma":0.000027002661,"teacher_disagreement_score":0.49853286,"about_ca_system_score_codex":0.00015055126,"about_ca_system_score_gemma":0.0002625551,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W1787848906","doi":"10.4337/9781849805247.00014","title":"The Measure and Regulation of Competition in Telecommunications Markets","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Deregulation; Telecommunications; Liberalization; Competition (biology); Broadband; Telecommunications service; Business; Convergence (economics); Industrial organization; Telecommunications equipment; Scale (ratio); Market economy; Economics; Engineering; Economic growth; Geography","score_opus":0.012422098372669433,"score_gpt":0.20607837837339568,"score_spread":0.19365628000072624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1787848906","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":[0.0031288045,0.00069842953,0.000049673494,0.0003626719,0.00038953914,0.00021893457,0.000028718803,0.00011926177,0.99500394],"genre_scores_gemma":[0.7978851,0.0005300605,0.00059733086,0.00007380567,0.00049266656,0.000031062573,0.0001730902,0.00017906982,0.20003779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992179,0.000027716806,0.0003145925,0.00006509442,0.00020007067,0.00017457137],"domain_scores_gemma":[0.9990176,0.00025016762,0.00011020225,0.00047777995,0.00009507914,0.000049201644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058402127,0.00018280547,0.00020798278,0.00019027965,0.00013230137,0.00035695176,0.0003140965,0.00038480147,0.000028190583],"category_scores_gemma":[0.00011121786,0.0001590894,0.000054937045,0.000020448666,0.00013469503,0.00024644734,0.000072554365,0.00088951504,0.0000036481606],"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":[0.00004632784,0.00001318302,0.0001743224,0.0003749047,0.00023750182,0.0000010701408,0.00817089,0.00013521934,0.00639293,0.83149433,0.018957417,0.13400191],"study_design_scores_gemma":[0.00025795476,0.000015269317,0.005777339,0.00043666986,0.000034536264,0.000011772294,0.00007683493,0.00027623033,0.00087282335,0.024014153,0.9678852,0.00034121075],"about_ca_topic_score_codex":0.000054581906,"about_ca_topic_score_gemma":0.0010573217,"teacher_disagreement_score":0.94892776,"about_ca_system_score_codex":0.000047500238,"about_ca_system_score_gemma":0.00004883429,"threshold_uncertainty_score":0.64874774},"labels":[],"label_agreement":null},{"id":"W1793135646","doi":"10.4337/9781849803311.00013","title":"Opening Platforms: How, When and Why?","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Corporate governance; Core (optical fiber); Open platform; Engineering; Computer science; Telecommunications; Finance","score_opus":0.025704386774352456,"score_gpt":0.1819174742094936,"score_spread":0.15621308743514115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1793135646","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":[0.002753155,0.0001558925,0.000049775652,0.0008230991,0.0008319219,0.00037782046,0.000012353172,0.0003474654,0.9946485],"genre_scores_gemma":[0.028303849,0.00002297543,0.00072617986,0.015422198,0.0067217145,0.00001645977,0.00049393997,0.0003142186,0.94797844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779284,4.1562325e-7,0.0004973389,0.00073488685,0.00036945744,0.00060505315],"domain_scores_gemma":[0.99860215,0.000046554356,0.00062481995,0.0004990955,0.00015844339,0.000068958674],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00058744603,0.0006516008,0.0006846423,0.0005444125,0.0003122312,0.028760526,0.0007606948,0.00058292516,0.00018450669],"category_scores_gemma":[0.00014502135,0.00061890244,0.00021484462,0.000022569136,0.00010594648,0.021639882,0.00076716143,0.0008344463,0.00023005964],"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":[0.000025825853,0.0000059495046,0.000026378568,0.00013603827,0.000088409426,0.00003481362,0.00006879411,0.0000023628677,0.0000016860746,0.648186,0.15622777,0.19519593],"study_design_scores_gemma":[0.00028112042,0.00001160315,0.000014066863,0.0002078119,0.000049364608,0.000009426013,0.000064117696,0.00010023757,0.0000013844416,0.35625073,0.6424642,0.000545923],"about_ca_topic_score_codex":0.00017105832,"about_ca_topic_score_gemma":0.00029281466,"teacher_disagreement_score":0.48623645,"about_ca_system_score_codex":0.00009345285,"about_ca_system_score_gemma":0.000057677356,"threshold_uncertainty_score":0.9996262},"labels":[],"label_agreement":null},{"id":"W1806659429","doi":"10.4337/9781035335718.00015","title":"Fish Wars Revisited: A Stochastic Incomplete-Information Harvesting Game","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Fish stock; Welfare; Fish <Actinopterygii>; Fishery; Productivity; Computer science; Economics; Environmental resource management; Geography; Biology; Market economy","score_opus":0.021449813535357746,"score_gpt":0.2224664219123814,"score_spread":0.20101660837702365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1806659429","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":[0.000048000526,0.000008361882,0.0018115703,0.00052657246,0.0003478583,0.0006425363,0.00010055477,0.0001965322,0.99631804],"genre_scores_gemma":[0.0015142204,0.000013014906,0.0015055683,0.0047321925,0.0004577907,0.00006418223,0.00070733833,0.00015341847,0.9908523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627215,0.00007068332,0.0007975053,0.0006255031,0.0014616105,0.00077254255],"domain_scores_gemma":[0.9980262,0.0001668538,0.00048097598,0.000843944,0.00009431226,0.00038770752],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011605091,0.00054694794,0.00053957396,0.0002636726,0.00030661759,0.0027028567,0.001047217,0.000558682,0.012919934],"category_scores_gemma":[0.00101002,0.0005592297,0.00021857052,0.00008571329,0.00031055027,0.0031251768,0.0011576101,0.0016718777,0.00088996626],"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":[0.000059642844,0.00001946567,0.00036171984,0.00026308285,0.000121803176,0.000064780885,0.0012281644,0.00014212128,0.00001516853,0.016521273,0.5377279,0.44347486],"study_design_scores_gemma":[0.00029039144,0.00006744775,0.00007981646,0.000118595104,0.000029602073,0.000038780392,0.000021871516,0.00041957205,0.0000029636337,0.0050033117,0.99332696,0.0006006675],"about_ca_topic_score_codex":0.0007716096,"about_ca_topic_score_gemma":0.00021663046,"teacher_disagreement_score":0.45559907,"about_ca_system_score_codex":0.00058607745,"about_ca_system_score_gemma":0.00007679096,"threshold_uncertainty_score":0.99988794},"labels":[],"label_agreement":null},{"id":"W1813365573","doi":"10.4337/9781845426798.00010","title":"Explaining the great divergence: medium and message on the Eurasian land mass, 1700 - 1850","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Standardization; Divergence (linguistics); Alphabet; Per capita; Geography; Economic geography; Politics; Economy; Regional science; Political science; Economics; Sociology; Linguistics; Demography; Law","score_opus":0.0405697057428083,"score_gpt":0.20341769008398158,"score_spread":0.16284798434117329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1813365573","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":[0.00028261237,0.003532514,0.000053729855,0.0091836825,0.0015627869,0.00032373972,0.00019726162,0.000080153775,0.98478353],"genre_scores_gemma":[0.089580804,0.0015317742,0.00007695705,0.003367613,0.0034741035,0.000076948665,0.00003664874,0.00015375887,0.9017014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979857,0.00003112775,0.000709871,0.0006769109,0.00013730348,0.0004590946],"domain_scores_gemma":[0.99823123,0.0004354166,0.0006121527,0.0005299706,0.000043484975,0.00014774848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013578165,0.0004451454,0.0007397393,0.00014387966,0.0011932618,0.0009788162,0.0008022945,0.00045087305,0.00091534073],"category_scores_gemma":[0.00035887092,0.0003273549,0.00024682132,0.0000295778,0.00038356023,0.00032074418,0.00029637158,0.0011433647,0.00040421836],"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":[0.000009874652,0.000004888969,0.0010303515,0.00001524548,0.00021921966,0.000008749507,0.00322873,0.0000025570694,1.0852355e-7,0.9072507,0.08299968,0.0052298964],"study_design_scores_gemma":[0.00018603893,0.000032661792,0.000535587,0.000050283008,0.000024074381,0.000002099302,0.00016242843,0.00001800067,7.2081235e-7,0.06705288,0.9315461,0.00038913204],"about_ca_topic_score_codex":0.0003183432,"about_ca_topic_score_gemma":0.0003332625,"teacher_disagreement_score":0.84854645,"about_ca_system_score_codex":0.00038517054,"about_ca_system_score_gemma":0.000053872238,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W18850179","doi":"10.4337/9781843760016.00009","title":"Apreface to Post-Chicago Antitrust","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":15,"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":"Doctrine; Interpretation (philosophy); Perspective (graphical); Quarter (Canadian coin); Political science; History; Law and economics; Law; Economics; Philosophy; Art; Archaeology","score_opus":0.033188757095190126,"score_gpt":0.20294151840936758,"score_spread":0.16975276131417746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18850179","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":[0.0001179021,0.00072372507,0.00085145107,0.0027786163,0.0014605769,0.00028433237,0.0005919869,0.00023180281,0.9929596],"genre_scores_gemma":[0.014283359,0.000094069896,0.0008203917,0.004532242,0.00094282674,0.000025200332,0.00019871305,0.00017146209,0.9789317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698836,0.000015725665,0.0011265643,0.0011178749,0.00020329765,0.00054817204],"domain_scores_gemma":[0.9975524,0.000056756606,0.0006059977,0.001155234,0.00019530566,0.00043428806],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006814841,0.0005443298,0.001063739,0.0011751662,0.00022829881,0.001729773,0.0010319126,0.000627504,0.017549314],"category_scores_gemma":[0.00024494805,0.0006691706,0.00063594687,0.0000906574,0.00006577195,0.00048957317,0.00033033476,0.0009791655,0.011607975],"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":[0.000008827461,0.000017770188,0.00011421937,0.000037489535,0.0002390898,0.000018004697,0.00027083317,0.000010449336,0.0000032792095,0.8746922,0.1216931,0.002894749],"study_design_scores_gemma":[0.00020598892,0.00005148428,0.00015046846,0.00008108068,0.000036750986,0.000006571621,0.000015021005,0.000070731585,0.000009712386,0.04523143,0.9533686,0.000772171],"about_ca_topic_score_codex":0.00026815117,"about_ca_topic_score_gemma":0.00010531861,"teacher_disagreement_score":0.83167547,"about_ca_system_score_codex":0.00019568026,"about_ca_system_score_gemma":0.000046381087,"threshold_uncertainty_score":0.999576},"labels":[],"label_agreement":null},{"id":"W1899145707","doi":"10.4337/9780857938138.00011","title":"The Dynamics of Health","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Health Care Issues","field":"Health Professions","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":"McMaster University","funders":"","keywords":"Dynamics (music); Geography; Psychology","score_opus":0.06585312010365396,"score_gpt":0.3772515766529379,"score_spread":0.31139845654928394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899145707","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":[0.00003426823,0.010091458,0.000098508855,0.010911345,0.008072372,0.0018592498,0.00035871757,0.0003341912,0.9682399],"genre_scores_gemma":[0.006563936,0.0006956218,0.0004585932,0.0034629917,0.0025070144,0.00008703837,0.00035362167,0.00027906586,0.9855921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99342966,0.00069288735,0.0023342143,0.00054932304,0.001258778,0.0017351588],"domain_scores_gemma":[0.992234,0.0018637297,0.0028129853,0.0015517301,0.0009814386,0.0005561058],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0072329314,0.0005857116,0.0011895461,0.00023739513,0.0020993194,0.00016575356,0.0013969754,0.0014178728,0.00035661634],"category_scores_gemma":[0.000954464,0.00044693836,0.00030711383,0.000045606503,0.00033009134,0.00038397143,0.0007941005,0.004037579,0.0007595038],"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":[0.000024731202,0.0000063490043,0.00014204904,0.00069974206,0.00006682426,0.0000016424,0.0017168961,1.543538e-7,1.4605644e-7,0.6121736,0.3156053,0.069562525],"study_design_scores_gemma":[0.00028469172,0.00008052217,0.00034436263,0.0016481254,0.000038230588,0.0000032733653,0.0007168254,0.000011531381,5.1347786e-7,0.030876815,0.9656672,0.00032789586],"about_ca_topic_score_codex":0.002068639,"about_ca_topic_score_gemma":0.006079167,"teacher_disagreement_score":0.6500619,"about_ca_system_score_codex":0.0019799846,"about_ca_system_score_gemma":0.0030031584,"threshold_uncertainty_score":0.9998785},"labels":[],"label_agreement":null},{"id":"W1907376683","doi":"10.4337/9781843765455.00014","title":"Valuing the Impacts of Air Pollution on Lincoln Cathedral","year":2002,"lang":"en","type":"preprint","venue":"Edward Elgar Publishing eBooks","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","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":"Air pollution; Pollution; Natural resource economics; Environmental science; Environmental planning; Environmental ethics; Archaeology; Geography; Economics; Philosophy","score_opus":0.05659916294361456,"score_gpt":0.2547826333069067,"score_spread":0.19818347036329215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907376683","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":[0.11212427,0.0008043651,0.00013571703,0.02344885,0.0042096577,0.0013007424,0.00033679968,0.0008304442,0.85680914],"genre_scores_gemma":[0.97581506,0.000036183625,0.00011517652,0.0020111608,0.0016523617,0.00008220665,0.000027349017,0.00004360617,0.020216921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981021,0.00013680244,0.0005458887,0.00036070446,0.0005218185,0.0003326459],"domain_scores_gemma":[0.9981709,0.00016961059,0.00052695896,0.0006650129,0.0004062081,0.00006132128],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00093278976,0.00032497404,0.0004199341,0.00023616625,0.00058823463,0.0013261866,0.0006823136,0.00021614264,0.00022147072],"category_scores_gemma":[0.00041909286,0.0002269274,0.00031838784,0.000027247599,0.0002903536,0.0002833118,0.00063484244,0.0010405319,0.000012319637],"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":[0.00005702971,0.00013075187,0.00019839266,0.00043081315,0.00036765513,0.0000066912066,0.1352005,0.00012734016,0.000029426365,0.41610166,0.4156046,0.03174516],"study_design_scores_gemma":[0.00025798092,0.00016461199,0.0013131938,0.0007395723,0.0000924401,0.000002231845,0.002452521,0.00023493932,0.0004810733,0.025372818,0.9684014,0.0004872587],"about_ca_topic_score_codex":0.0037264514,"about_ca_topic_score_gemma":0.0020035359,"teacher_disagreement_score":0.86369073,"about_ca_system_score_codex":0.00014798611,"about_ca_system_score_gemma":0.0001307964,"threshold_uncertainty_score":0.99971056},"labels":[],"label_agreement":null},{"id":"W1986384684","doi":"10.4337/9780857938138.00057","title":"Using Discrete Choice Experiments in Health Economics","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Health care; Population; Equity (law); Demography; Humanities; Economics; Sociology; Political science; Philosophy; Law; Economic growth","score_opus":0.15543207896461197,"score_gpt":0.3126128958983771,"score_spread":0.15718081693376512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986384684","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":[0.0003262534,0.0063222214,0.00051609933,0.0033128124,0.0023149317,0.00086486276,0.000341684,0.00011120112,0.9858899],"genre_scores_gemma":[0.11369806,0.002190972,0.0058617834,0.014872552,0.00595611,0.00016575285,0.0004414109,0.0008213019,0.8559921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607295,0.000036697715,0.001818458,0.0008990059,0.00008884746,0.0010840483],"domain_scores_gemma":[0.9971625,0.00007640718,0.0014129177,0.00086135836,0.000030936608,0.0004558693],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002048457,0.000544472,0.0011411873,0.000967991,0.00019817264,0.0007939581,0.00069749024,0.0005795186,0.00033997098],"category_scores_gemma":[0.0001369555,0.00072058727,0.00025227127,0.000038735412,0.0000765913,0.0011041618,0.0004503015,0.0010015334,0.00031788694],"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":[0.000007786433,0.00001840099,0.00031379968,0.0002534529,0.000090146925,0.0000032878622,0.0010260026,0.000034375917,2.0709051e-7,0.98333174,0.0030829476,0.011837822],"study_design_scores_gemma":[0.00041978536,0.00003258121,0.0001798292,0.00023640778,0.0000054550037,0.0000029832029,0.000027357562,0.00020499785,0.000003066872,0.06080182,0.93747276,0.0006129328],"about_ca_topic_score_codex":0.017474229,"about_ca_topic_score_gemma":0.0016834894,"teacher_disagreement_score":0.9343898,"about_ca_system_score_codex":0.0017083234,"about_ca_system_score_gemma":0.00025426634,"threshold_uncertainty_score":0.99952453},"labels":[],"label_agreement":null},{"id":"W2096970786","doi":"10.4337/9781781952993.00009","title":"European Merger Control: Do We Need an Efficiency Defence?","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":32,"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":"Merger control; Allowance (engineering); Legislation; European union; European commission; Green paper; Politics; Political science; Control (management); Law and economics; Commission; Law; Business; Economics; International trade; Operations management; Management","score_opus":0.02308697616842036,"score_gpt":0.19560221789471893,"score_spread":0.17251524172629856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096970786","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":[0.00015661988,0.0029293215,0.0043314314,0.0008212202,0.001383447,0.00024862806,0.00036416785,0.0002986075,0.98946655],"genre_scores_gemma":[0.23129396,0.00018051415,0.0003004243,0.0011313873,0.0018089577,0.000019884486,0.00031540662,0.00027616264,0.7646733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962923,0.00007642202,0.0015203225,0.001231677,0.00025028465,0.000629028],"domain_scores_gemma":[0.9970646,0.00007326791,0.0010801182,0.0012339813,0.00020218163,0.00034585525],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018600596,0.0006365926,0.0011328231,0.0010849544,0.0003209452,0.0022831291,0.0012481341,0.00042866636,0.0041282396],"category_scores_gemma":[0.00014464572,0.00072547904,0.0007439268,0.00009993624,0.00014785834,0.0007364259,0.00016836963,0.0009539231,0.002420094],"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":[0.000015797845,0.0000524101,0.00030066847,0.000037427668,0.0002447751,0.000042982574,0.00031026994,0.00014138005,0.000008204561,0.9196254,0.07495258,0.004268124],"study_design_scores_gemma":[0.00059274386,0.00005808767,0.00021972015,0.000087295986,0.0000756828,0.000006582741,0.000029428631,0.0005189074,0.0000029697308,0.061917223,0.9355962,0.00089514494],"about_ca_topic_score_codex":0.0002931457,"about_ca_topic_score_gemma":0.000082080405,"teacher_disagreement_score":0.8606436,"about_ca_system_score_codex":0.0001561177,"about_ca_system_score_gemma":0.000069648864,"threshold_uncertainty_score":0.99951965},"labels":[],"label_agreement":null},{"id":"W2099253220","doi":"10.4337/9781784712068.00015","title":"The confuzzling rhetoric against new copyright exceptions","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Harm; Rhetoric; The Internet; Political science; European union; Law and economics; Law; Business; Economics; International trade; Computer science","score_opus":0.062404603377841025,"score_gpt":0.23021045584945013,"score_spread":0.16780585247160912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099253220","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":[0.000020346637,0.0014165951,0.00029944888,0.0023707491,0.0055180043,0.00059979846,0.00000906993,0.0006530561,0.9891129],"genre_scores_gemma":[0.006083816,0.0000748,0.000086570646,0.002564611,0.017175637,0.000022117487,0.0002089113,0.00024465407,0.9735389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644667,0.000017415983,0.00083028415,0.0008016035,0.0011240833,0.00077997276],"domain_scores_gemma":[0.9967924,0.00022135313,0.0006816108,0.0010202505,0.0011598351,0.0001245812],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012899237,0.00077260763,0.0006230443,0.00048521283,0.0012823277,0.011099932,0.0017258538,0.0006466813,0.003265514],"category_scores_gemma":[0.00096413173,0.00051786605,0.00041427877,0.00010944681,0.0002614022,0.0028559305,0.0008481549,0.0016792639,0.003799333],"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":[0.00003459538,0.000006186143,0.0000016806847,0.000036661786,0.00010105996,0.000010777272,0.000126485,0.000002062587,0.00001230972,0.127425,0.824775,0.047468197],"study_design_scores_gemma":[0.0003815708,0.000014532969,0.0000023367984,0.00023739619,0.00011632421,0.000003617136,0.000045923272,0.0008604186,0.000006154863,0.08646833,0.9111587,0.0007047365],"about_ca_topic_score_codex":0.0004969247,"about_ca_topic_score_gemma":0.0005802088,"teacher_disagreement_score":0.08638366,"about_ca_system_score_codex":0.0003023578,"about_ca_system_score_gemma":0.0005366863,"threshold_uncertainty_score":0.9997273},"labels":[],"label_agreement":null},{"id":"W2103013095","doi":"10.4337/9780857933683.00017","title":"Economic analysis of feed-in tariffs for generating electricity from renewable energy sources","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"University of Victoria","funders":"","keywords":"Renewable energy; Electricity; Feed-in tariff; Electricity retailing; Economics; Natural resource economics; Environmental economics; Environmental science; Business; Electricity market; Energy policy; Engineering; Electrical engineering","score_opus":0.05062381852193606,"score_gpt":0.21901246755047707,"score_spread":0.168388649028541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103013095","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":[0.025155133,0.0025137805,0.0029708005,0.00037456874,0.0012302481,0.0005421747,0.0067787385,0.00010797893,0.96032655],"genre_scores_gemma":[0.18548769,0.001263218,0.007576015,0.0029374755,0.005283732,0.0005037901,0.0070574973,0.00072364614,0.7891669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619156,0.000011991019,0.0019549828,0.001104721,0.000057875925,0.0006788499],"domain_scores_gemma":[0.9965534,0.00039506555,0.0020333566,0.0007836661,0.00006759327,0.00016686943],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008838475,0.00054802716,0.0020519393,0.0020662353,0.00014768171,0.000987157,0.0008092288,0.0008919255,0.0015991412],"category_scores_gemma":[0.00016907474,0.0007203691,0.0008256891,0.000086766064,0.000080591424,0.00066364097,0.00022165092,0.00041331913,0.00008250005],"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":[0.00010576783,0.00007244836,0.006656005,0.00018316317,0.0061947694,0.000004181181,0.0022599148,0.020532476,0.00009094204,0.9051075,0.05305946,0.0057333778],"study_design_scores_gemma":[0.0011127552,0.00009993867,0.00043823326,0.000110255445,0.0005151065,0.0000010469951,0.00006040663,0.10623335,0.0005193349,0.28776804,0.60147643,0.001665105],"about_ca_topic_score_codex":0.09059755,"about_ca_topic_score_gemma":0.049938343,"teacher_disagreement_score":0.61733943,"about_ca_system_score_codex":0.0006987925,"about_ca_system_score_gemma":0.00011095075,"threshold_uncertainty_score":0.9995247},"labels":[],"label_agreement":null},{"id":"W2105133120","doi":"10.4337/9781784711337.00008","title":"Doubt and denial: epistemic responsibility meets climate change scepticism","year":2015,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Skepticism; Testimonial; Climate change; Humanities; Environmental ethics; Political science; Argument (complex analysis); Denial; Philosophy; Epistemology; Psychology; Ecology; Chemistry; Psychoanalysis; Business","score_opus":0.06141533349938117,"score_gpt":0.25797081663760546,"score_spread":0.1965554831382243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105133120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93382704,0.00018571307,0.00003800403,0.0027520047,0.0007092901,0.00039706388,0.000022828928,0.00029478423,0.061773274],"genre_scores_gemma":[0.99719936,0.00002255526,0.0009760389,0.00064702396,0.00035897858,0.000058536214,0.000013568709,0.000041526306,0.0006823858],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980376,0.00009296944,0.00028436308,0.0005157274,0.00045932943,0.00061002985],"domain_scores_gemma":[0.9989177,0.00009325521,0.00009038905,0.00045211526,0.000027238653,0.0004193294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018293053,0.00022698357,0.00023845947,0.000081929866,0.00015044957,0.00059579447,0.00033837778,0.0001562911,0.00013204421],"category_scores_gemma":[0.00042272272,0.00021514551,0.00005538628,0.00011935406,0.0001521801,0.0012004449,0.00074643333,0.00028033354,0.00019399257],"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":[0.0013353211,0.00040350485,0.2842071,0.0006745017,0.00014364728,0.0006391393,0.11093607,0.00032253173,0.034001123,0.008512211,0.11105475,0.44777012],"study_design_scores_gemma":[0.0073270607,0.0008557489,0.27584437,0.0007279171,0.00022425756,0.0006041065,0.00444847,0.008130165,0.0065029287,0.022240745,0.66902196,0.0040722857],"about_ca_topic_score_codex":0.00069764483,"about_ca_topic_score_gemma":0.0007025373,"teacher_disagreement_score":0.5579672,"about_ca_system_score_codex":0.00023686668,"about_ca_system_score_gemma":0.000014043835,"threshold_uncertainty_score":0.87733793},"labels":[],"label_agreement":null},{"id":"W2107459657","doi":"10.4337/9781784719135.00010","title":"Constitutional dialogue and judicial supremacy","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","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; Legislature; Negotiation; Judicial review; Constitutional economics; Law; Constitutional review; Democracy; Constitutional law; Power (physics); Law and economics; Sociology; Politics","score_opus":0.037557049989383404,"score_gpt":0.26855989544263026,"score_spread":0.23100284545324684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107459657","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":[0.000096739044,0.0010571969,0.00009627674,0.0021218907,0.0025936277,0.00035496123,0.00017234925,0.00022523057,0.9932817],"genre_scores_gemma":[0.21496046,0.0009335678,0.0005476251,0.0036986105,0.031646475,0.000065935434,0.00026755003,0.00007768543,0.7478021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740016,0.00006956452,0.00040469243,0.0005875897,0.001019426,0.00051857735],"domain_scores_gemma":[0.9984748,0.00026843272,0.00023947419,0.00019817178,0.0005235828,0.00029558974],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009952376,0.00036508634,0.00048570396,0.0001359763,0.0021741295,0.0011423039,0.0004690169,0.0006225997,0.0009440058],"category_scores_gemma":[0.0009002746,0.00037234894,0.00017712689,0.000037928137,0.009199617,0.00058451196,0.00035965448,0.00064160064,0.00025137726],"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":[0.00001704271,0.0000060066727,0.00006770454,0.0000072938265,0.000111994144,0.000020138516,0.0016656523,7.668549e-8,0.000001510249,0.92864245,0.06097024,0.008489868],"study_design_scores_gemma":[0.00014486394,0.000019556013,0.000045932113,0.00011863459,0.000056081175,0.0000052353316,0.00013228005,2.3994187e-7,0.0000016047393,0.34573004,0.65345484,0.00029068888],"about_ca_topic_score_codex":0.0036078703,"about_ca_topic_score_gemma":0.0087949205,"teacher_disagreement_score":0.5924846,"about_ca_system_score_codex":0.00024078357,"about_ca_system_score_gemma":0.0013773054,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W2113211585","doi":"10.4337/9780857931535.00016","title":"Institutional Investors as Blockholders","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"State Capitalism and Financial Governance","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":"York University","funders":"","keywords":"Business; Institutional investor; Financial system; Finance; Corporate governance","score_opus":0.025831160706784942,"score_gpt":0.1993836695190695,"score_spread":0.17355250881228457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113211585","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":[0.001124076,0.001069641,0.00004592901,0.00063511677,0.004726244,0.00034106075,0.00004958114,0.00038400138,0.99162436],"genre_scores_gemma":[0.036814623,0.000073781535,0.00018607352,0.013145295,0.021236911,0.000045314813,0.00057424256,0.00029933645,0.9276244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972204,0.00000470771,0.00053123833,0.00063736195,0.00094997115,0.0006563432],"domain_scores_gemma":[0.9982691,0.00004004869,0.00073677365,0.0005572284,0.00032260965,0.000074243515],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005102174,0.0006246818,0.0005102293,0.00045741588,0.00041375172,0.0024051755,0.0008695939,0.000677347,0.0009205404],"category_scores_gemma":[0.00042430082,0.0006503978,0.00030887692,0.00006344215,0.0003175466,0.0041511026,0.0005541,0.0009902547,0.0023398455],"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":[0.000016206683,0.000010412595,0.000090092595,0.0001143167,0.000048136415,0.000048263013,0.00009571055,0.0000017901319,0.00000584053,0.80431414,0.17928152,0.015973553],"study_design_scores_gemma":[0.0003300094,0.000006303266,0.0003123158,0.0002447932,0.00009996765,0.000012274804,0.000018164039,0.0000065967447,0.000006429597,0.07635149,0.92188334,0.0007283271],"about_ca_topic_score_codex":0.0010729635,"about_ca_topic_score_gemma":0.00015505895,"teacher_disagreement_score":0.7426018,"about_ca_system_score_codex":0.0002012319,"about_ca_system_score_gemma":0.0002786156,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2114767942","doi":"10.4337/9781789907964.00012","title":"The best of both worlds? Impact investors and their role in the financial versus social performance debate","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":"University of Toronto","funders":"","keywords":"Typology; Value (mathematics); Value creation; Business; Key (lock); Knowledge management; Public relations; Marketing; Sociology; Political science; Industrial organization; Computer science","score_opus":0.049616850188063936,"score_gpt":0.23296735035090602,"score_spread":0.18335050016284207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114767942","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":[0.16744508,0.0033964834,0.0000044093686,0.000747513,0.00083378213,0.00031129294,0.000106135376,0.000022530934,0.82713276],"genre_scores_gemma":[0.940486,0.00075863453,0.000029418348,0.0002741367,0.0006400601,0.000023095507,0.00007547645,0.000075323725,0.057637822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983942,0.00006207011,0.00069517194,0.00029784587,0.00012024331,0.00043050724],"domain_scores_gemma":[0.99836576,0.0004485246,0.0006072234,0.00043718,0.0000698997,0.000071435534],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018904035,0.00036133724,0.0006457566,0.00026406825,0.000713218,0.0012333051,0.000916414,0.00039861648,0.00005080752],"category_scores_gemma":[0.00043025258,0.00027146094,0.00027617594,0.0000970559,0.0002955936,0.00049717986,0.00033003275,0.0012767118,0.000012319449],"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":[0.0002737843,0.000074469164,0.008990695,0.00011603724,0.0005250445,0.000012382186,0.06702222,0.0000058115434,0.0000032656237,0.7258066,0.01127715,0.18589254],"study_design_scores_gemma":[0.001615413,0.00025742137,0.037069976,0.00022372058,0.000036985446,0.000007390109,0.0029290312,0.00012231007,0.000010100993,0.08759499,0.86905766,0.0010750206],"about_ca_topic_score_codex":0.0009061096,"about_ca_topic_score_gemma":0.0034991263,"teacher_disagreement_score":0.8577805,"about_ca_system_score_codex":0.00025988804,"about_ca_system_score_gemma":0.00032008125,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W2135629099","doi":"10.4337/9781781006177.00033","title":"Do damages caps reduce medical malpractice insurance premiums? A systematic review of estimates and the methods used to produce them","year":2013,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","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 Ottawa","funders":"","keywords":"Damages; Actuarial science; Tort; Statutory law; Medical malpractice; Empirical research; Malpractice; Set (abstract data type); Indemnity; Economics; Business; Public economics; Political science; Accounting; Liability; Computer science; Law","score_opus":0.18310367124358698,"score_gpt":0.5096033175281726,"score_spread":0.3264996462845856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135629099","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":[0.00001956575,0.9497447,0.00012726018,0.018986706,0.0012796739,0.015443295,0.000035331774,0.00017663772,0.014186806],"genre_scores_gemma":[0.000022738284,0.97568536,0.01047914,0.003265559,0.00083444116,0.0061804894,0.00003436098,0.00013705427,0.00336085],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9692054,0.022495322,0.0040977346,0.0011593146,0.0020984316,0.0009438175],"domain_scores_gemma":[0.9151638,0.07361755,0.005208673,0.0035175194,0.0014338933,0.0010585508],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.056899283,0.0008485264,0.0067638196,0.00020770628,0.0005683296,0.0005206268,0.0024979105,0.0011332012,0.0009157533],"category_scores_gemma":[0.4235991,0.00044206562,0.0004933573,0.0005422365,0.0005569308,0.0011290099,0.0013031494,0.0050744573,0.000268632],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018815572,0.00004386204,0.000009935914,0.87804615,0.00032475538,0.000006451961,0.0036883957,7.689141e-9,3.325352e-7,0.001907871,0.027485177,0.08846823],"study_design_scores_gemma":[0.0002527709,0.000023459645,0.0000024888866,0.5200861,0.0016999634,0.000048348953,0.0006625675,0.000002270362,0.000001242443,0.00021596276,0.47674087,0.0002639496],"about_ca_topic_score_codex":0.00057302724,"about_ca_topic_score_gemma":0.000017711136,"teacher_disagreement_score":0.44925568,"about_ca_system_score_codex":0.00018162066,"about_ca_system_score_gemma":0.0024829132,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2136852178","doi":"10.4337/9781781955376.00033","title":"The IPO as an exit strategy for venture capitalists: regional lessons from Canada with international comparisons","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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":"Venture capital; Initial public offering; Subsidy; Entrepreneurship; Government (linguistics); Business; Bankruptcy; Economic interventionism; Finance; Market economy; Quality (philosophy); Economics; Labour economics","score_opus":0.044201547468155813,"score_gpt":0.24642950392187987,"score_spread":0.20222795645372404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136852178","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":[0.0024809607,0.00058595906,0.0001774712,0.026262706,0.004288598,0.001064388,0.00051685673,0.0002465243,0.9643765],"genre_scores_gemma":[0.35955468,0.00007652673,0.00062957226,0.017791297,0.034375183,0.00044220468,0.016213994,0.00062635454,0.5702902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972061,0.000012390924,0.00048313633,0.0007282098,0.001020316,0.000549879],"domain_scores_gemma":[0.9976042,0.00019953189,0.00074244844,0.0006762189,0.00069077534,0.00008681221],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00034621623,0.0005801429,0.0004502397,0.00021958508,0.00074600644,0.006981804,0.0019112336,0.0004270391,0.0005439998],"category_scores_gemma":[0.0001349231,0.00043889452,0.00019009452,0.000038868267,0.00020742859,0.0018768307,0.00040064682,0.0010173431,0.00006869209],"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":[0.000072011135,0.000013545266,0.000021954838,0.000025916068,0.00025833657,0.000019163195,0.00003640289,0.000012233345,0.0000025841669,0.48368508,0.5130544,0.0027984069],"study_design_scores_gemma":[0.0005346374,0.000026841668,0.00023445218,0.00018306488,0.00012524078,0.0000065991153,0.00033953536,0.00021466022,0.0000030478366,0.09644991,0.9013257,0.00055629545],"about_ca_topic_score_codex":0.27724972,"about_ca_topic_score_gemma":0.5884266,"teacher_disagreement_score":0.39408633,"about_ca_system_score_codex":0.00025117316,"about_ca_system_score_gemma":0.00068612356,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W2148449788","doi":"10.4337/9781781951040.00020","title":"Whose Money is it Anyhow? Governance and Social Investment in Collective Investment Funds","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","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":"Strong; Center for Retirement Research, Boston College; Australian Government; Boston College; U.S. Social Security Administration","keywords":"Pension; Incentive; Restructuring; Private pension; Corporate governance; Investment (military); Business; Economics; Population; Global assets under management; Economic policy; Labour economics; Institutional investor; Finance; Market economy; Political science","score_opus":0.026207366505319126,"score_gpt":0.22204422613637104,"score_spread":0.1958368596310519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148449788","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":[0.0129702,0.0005312055,0.0000034421919,0.0036934845,0.0007452744,0.0010955601,0.00007879434,0.00017590082,0.98070616],"genre_scores_gemma":[0.09770927,0.00010632511,0.0005231388,0.08604857,0.0049458877,0.00021241161,0.0006126763,0.00044209303,0.8093996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954765,0.000026223612,0.0010535764,0.0013223633,0.0013381677,0.0007831909],"domain_scores_gemma":[0.99759924,0.00006338396,0.001229422,0.0005671501,0.0004732276,0.000067600435],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008700349,0.000978307,0.0011393949,0.00093465357,0.00054851855,0.0034521632,0.0007140564,0.0007394897,0.0007007137],"category_scores_gemma":[0.00022194725,0.001020574,0.00036849643,0.00026508787,0.00027852773,0.0028566297,0.0009528769,0.0010937685,0.00017774943],"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":[0.00012127368,0.000087659784,0.0044813436,0.000465896,0.00017370106,0.00015371389,0.0033330226,0.000007138725,0.000023626544,0.7159863,0.27357015,0.0015961747],"study_design_scores_gemma":[0.0015980862,0.000038419686,0.008004957,0.00086848665,0.0003218327,0.0000018955815,0.00014112653,0.00015116663,0.000020323223,0.14525631,0.842333,0.0012643462],"about_ca_topic_score_codex":0.0026797736,"about_ca_topic_score_gemma":0.0026090576,"teacher_disagreement_score":0.57073,"about_ca_system_score_codex":0.0014690598,"about_ca_system_score_gemma":0.0005126137,"threshold_uncertainty_score":0.9992245},"labels":[],"label_agreement":null},{"id":"W2171484020","doi":"10.4337/9780857932297.00019","title":"Below the salt: decentralizing value-added taxes","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","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":"Invoice; Value-added tax; Value (mathematics); Consumption (sociology); Economics; Business; Public economics; Accounting","score_opus":0.04923077972473749,"score_gpt":0.279529014351857,"score_spread":0.2302982346271195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171484020","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":[0.000055700635,0.0012132113,0.0004380616,0.004030624,0.00259767,0.00069503876,0.00008189718,0.00031201076,0.9905758],"genre_scores_gemma":[0.011676061,0.00048390348,0.0002688141,0.002328725,0.0031901037,0.000029166005,0.00011581105,0.00013654084,0.9817709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952255,0.00019591079,0.000568792,0.0006185108,0.0025064654,0.00088482996],"domain_scores_gemma":[0.9977491,0.00024211494,0.00058495795,0.00063672627,0.00041347343,0.0003736634],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024788522,0.00045408832,0.00046264002,0.00011306633,0.0011354401,0.002950743,0.0013893471,0.00079858926,0.00046184522],"category_scores_gemma":[0.0011806677,0.00036624374,0.00027049734,0.00007914488,0.0005231599,0.001154565,0.0002809432,0.0009000165,0.00019592524],"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":[0.000012136964,0.0000070385727,0.000037440783,0.000011698894,0.000047567737,0.000010181718,0.004118436,0.00000970528,0.0000019032079,0.66480696,0.31683084,0.014106105],"study_design_scores_gemma":[0.00023863443,0.000023378207,0.000021654083,0.00017952497,0.00007734713,0.0000017496932,0.00042029496,0.000015567453,0.000017686509,0.12996592,0.8686266,0.0004116261],"about_ca_topic_score_codex":0.0023857648,"about_ca_topic_score_gemma":0.0032167519,"teacher_disagreement_score":0.5517958,"about_ca_system_score_codex":0.00086953153,"about_ca_system_score_gemma":0.0011918459,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W2181609114","doi":"10.4337/9781847205377.00025","title":"Archetypes of Pedagogical Innovation for Entrepreneurship in Higher Education: Model and Illustrations","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":39,"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":"Archetype; Entrepreneurship; Entrepreneurship education; Mathematics education; Sociology; Economic geography; Political science; Geography; Psychology; Art; Literature","score_opus":0.20152538733241526,"score_gpt":0.31755015439225237,"score_spread":0.11602476705983711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181609114","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":[0.009276053,0.000385863,0.00007805575,0.0024129548,0.0007104502,0.0005917096,0.000017989403,0.00007688597,0.98645],"genre_scores_gemma":[0.36850694,0.000054236698,0.0014921202,0.0049170176,0.0047196294,0.00013286503,0.00041451384,0.0001261556,0.61963654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829924,0.0000046646032,0.0006507293,0.00046271685,0.00031660372,0.0002660162],"domain_scores_gemma":[0.9984655,0.00012849491,0.000528329,0.00025384422,0.0006072058,0.000016621352],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005865211,0.0002874428,0.00036098732,0.00071605993,0.00012059574,0.0005966783,0.0002709585,0.00032176814,0.000108169515],"category_scores_gemma":[0.00024697292,0.000276808,0.0000884362,0.000104580104,0.00015489807,0.0010357916,0.00018687062,0.0003677632,0.0000044089343],"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":[0.000036528578,0.000028715442,0.0023819478,0.00028807385,0.000030571377,8.171785e-7,0.0002010805,0.00007625754,0.000018624145,0.972485,0.0062127616,0.018239621],"study_design_scores_gemma":[0.00059790787,0.000029207798,0.0033343174,0.0005942101,0.00013124198,0.0000015417255,0.0002457362,0.0002670159,0.000019773634,0.39623487,0.59789133,0.00065285777],"about_ca_topic_score_codex":0.000108277796,"about_ca_topic_score_gemma":0.00026073883,"teacher_disagreement_score":0.59167856,"about_ca_system_score_codex":0.000041550073,"about_ca_system_score_gemma":0.00013674363,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W2183560585","doi":"10.4337/9781781952641.00050","title":"The Renaissance of Indigenous Entrepreneurship in Australia","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":11,"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":"Indigenous; Entrepreneurship; Mainstream; The Renaissance; Welfare; Sociology; Political science; Geography; History; Art history; Law; Ecology","score_opus":0.05346994447662647,"score_gpt":0.2594543920939709,"score_spread":0.20598444761734444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183560585","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":[0.010508835,0.0014802426,0.0000032394992,0.0005014705,0.0017137715,0.00056011806,0.000015400254,0.00013080312,0.98508614],"genre_scores_gemma":[0.3162376,0.00030630777,0.000090720816,0.00210726,0.006128248,0.000057370533,0.00010752508,0.00026095012,0.674704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683607,0.000014895065,0.0009619773,0.0006371223,0.0008019865,0.0007479357],"domain_scores_gemma":[0.9974771,0.00029279786,0.0010870779,0.0007668473,0.0003456356,0.000030528896],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015522998,0.000509413,0.00058678957,0.00049796555,0.00033518425,0.0015670181,0.0013228116,0.00044040268,0.00013980597],"category_scores_gemma":[0.0004784046,0.00039866776,0.0002587073,0.00011568692,0.00038183393,0.0010636989,0.00055030704,0.0010174641,0.000118023825],"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":[0.00026223937,0.00006920084,0.08874179,0.00086201564,0.000382769,0.00021988212,0.001567513,0.00005071813,0.000036938618,0.6995627,0.08799948,0.120244704],"study_design_scores_gemma":[0.0003539196,0.000020118898,0.00723272,0.00069362135,0.000077532466,0.000003171548,0.00012396637,0.0000024249016,0.000053245345,0.044750698,0.9461143,0.00057429064],"about_ca_topic_score_codex":0.001906325,"about_ca_topic_score_gemma":0.004819687,"teacher_disagreement_score":0.85811484,"about_ca_system_score_codex":0.000087424196,"about_ca_system_score_gemma":0.00006442256,"threshold_uncertainty_score":0.9998465},"labels":[],"label_agreement":null},{"id":"W2202539245","doi":"10.4337/9781781000151.00014","title":"The optimal amount of distorted testimony when the arbiter can and cannot commit","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","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":"Université du Québec à Montréal","funders":"","keywords":"Arbiter; Commit; Adjudication; Political science; Computer science; Law and economics; Computer security; Economics; Law; Computer network","score_opus":0.026672690816369495,"score_gpt":0.18659530316658335,"score_spread":0.15992261235021385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202539245","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":[0.001930079,0.0034142584,0.000074657844,0.0030652233,0.0020254257,0.00080368284,0.00068075245,0.00006488659,0.987941],"genre_scores_gemma":[0.29980883,0.00030537992,0.00022915515,0.0013926254,0.0024709445,0.000120150005,0.00012656054,0.00027318005,0.69527316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720883,0.000030160765,0.001456521,0.0006622065,0.00011998874,0.0005222983],"domain_scores_gemma":[0.9965768,0.00037345613,0.0016282552,0.0010816967,0.0001485893,0.00019119897],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001497481,0.0004205812,0.0009862212,0.00018447485,0.0005470816,0.0020673748,0.0011617009,0.00050306745,0.00027112203],"category_scores_gemma":[0.00026107667,0.0003692605,0.00027417846,0.000021438605,0.0008696958,0.00041590183,0.00037752808,0.0008494924,0.00016365298],"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":[0.000014289143,0.000006736512,0.0015833834,0.00004834103,0.00032594876,0.0000028346963,0.0013259958,0.00000682509,6.777886e-7,0.87793595,0.115081966,0.00366704],"study_design_scores_gemma":[0.00028073444,0.000051332092,0.000719803,0.000081782375,0.000032263335,0.0000074339596,0.00006493648,0.00023666758,0.0000028610486,0.16343503,0.83465326,0.0004338726],"about_ca_topic_score_codex":0.016072877,"about_ca_topic_score_gemma":0.0040222863,"teacher_disagreement_score":0.7195713,"about_ca_system_score_codex":0.00031603116,"about_ca_system_score_gemma":0.0001254598,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W2207141377","doi":"10.4337/9781848442719.00014","title":"Fiscal Equalization: The Canadian Experience","year":2008,"lang":"en","type":"preprint","venue":"Edward Elgar Publishing eBooks","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","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":"Decentralization; Fiscal federalism; Redistribution (election); Federalism; Politics; Administration (probate law); Government (linguistics); Economics; Economic policy; Fiscal capacity; National government; Equalization (audio); Local government; Political science; Public economics; Public administration; Market economy","score_opus":0.07492367914379723,"score_gpt":0.2423044861086787,"score_spread":0.16738080696488145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207141377","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":[0.022061367,0.000557281,0.00044373612,0.009373168,0.0042500547,0.00046817947,0.00048079697,0.0001525735,0.96221286],"genre_scores_gemma":[0.9854282,0.000029825344,0.0002453413,0.0051328545,0.0020743874,0.00017525662,0.00016522681,0.000083239254,0.0066656317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997055,0.000054431264,0.0010238471,0.0009254817,0.000100355224,0.0008408679],"domain_scores_gemma":[0.9976258,0.00009604823,0.00060255575,0.0011922386,0.000057700985,0.00042565216],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009962466,0.00041222214,0.0006170895,0.00043997934,0.0008842095,0.0030782607,0.0018836159,0.0007828544,0.00020510698],"category_scores_gemma":[0.00074356154,0.00041377122,0.0003017192,0.000115275,0.00031608736,0.00064825866,0.0007443583,0.0014848056,0.0005268461],"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":[0.000009276146,0.000023704119,0.012449301,0.000075460295,0.00013445657,0.000024357318,0.016749712,0.00033556853,4.990151e-7,0.720369,0.24834535,0.0014833292],"study_design_scores_gemma":[0.00024674152,0.000015472448,0.008731627,0.000046743662,0.0000069362427,0.000022764913,0.0001405775,0.0022141277,0.000023516128,0.2786441,0.7091616,0.00074579305],"about_ca_topic_score_codex":0.18134429,"about_ca_topic_score_gemma":0.07997128,"teacher_disagreement_score":0.96336687,"about_ca_system_score_codex":0.0007333971,"about_ca_system_score_gemma":0.0004288625,"threshold_uncertainty_score":0.99983144},"labels":[],"label_agreement":null},{"id":"W2208872719","doi":"10.4337/9781848442719.00018","title":"Tax Coordination under the Canadian Tax System","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Taxation and Avoidance","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","score_opus":0.02698023588398406,"score_gpt":0.194624556412706,"score_spread":0.16764432052872194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208872719","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":[0.00012262457,0.0001340246,0.00013876424,0.006890822,0.0021886784,0.000582574,0.000040418236,0.00037581348,0.9895263],"genre_scores_gemma":[0.24508865,0.0000039436613,0.000032029857,0.0052988776,0.004397812,0.00003647999,0.0002740713,0.00013620767,0.7447319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762744,0.00001729393,0.0005214436,0.0005527341,0.0007825341,0.00049857097],"domain_scores_gemma":[0.9974006,0.000059982685,0.0010863614,0.0006531069,0.00072877057,0.000071191855],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076550303,0.0004866288,0.00038943396,0.00067985395,0.0013104788,0.0053339126,0.00091149093,0.0005133659,0.0003037005],"category_scores_gemma":[0.00014054436,0.00040474214,0.0002082881,0.000108758286,0.00016069689,0.00172138,0.00021230734,0.000985798,0.0011182667],"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":[0.000004544409,0.0000023263462,0.000028048018,0.0000940381,0.000041799733,0.00003163707,0.000044988967,0.000021671618,0.0000023017578,0.5162836,0.47907636,0.0043687173],"study_design_scores_gemma":[0.00023699903,0.0000033007373,0.00024314002,0.00025999546,0.00006095095,0.000016058155,0.00011666832,0.00041200552,0.0000022661252,0.004636426,0.9935165,0.0004956835],"about_ca_topic_score_codex":0.11082141,"about_ca_topic_score_gemma":0.40858054,"teacher_disagreement_score":0.5144401,"about_ca_system_score_codex":0.0006616008,"about_ca_system_score_gemma":0.0005577792,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W2224088859","doi":"10.4337/9781847204370.00008","title":"Merger to Monopsony in Canada, Europe and the United States: A Selected International Comparison","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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":"Monopsony; Political science; Regional science; Economy; International trade; Economic geography; Geography; Economic history; Economics","score_opus":0.018619181743956808,"score_gpt":0.19503937974449329,"score_spread":0.1764201980005365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224088859","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":[0.0034791154,0.00050775125,0.000665406,0.0052319146,0.0008427031,0.0002944614,0.0003818294,0.000047874757,0.98854893],"genre_scores_gemma":[0.2591871,0.00023895579,0.00026433278,0.007004201,0.000543298,0.00007079966,0.0019769215,0.00016524388,0.73054916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979434,0.000037454425,0.0010125295,0.0005386773,0.00016773344,0.00030022414],"domain_scores_gemma":[0.9986778,0.00011744587,0.0004772586,0.0003634272,0.00022814513,0.00013590792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066590175,0.00030335176,0.00070319546,0.000884957,0.00010165934,0.0007881318,0.0005984755,0.00013388657,0.00070224603],"category_scores_gemma":[0.00021219604,0.00029047707,0.00009534851,0.00021385132,0.000058191992,0.00016137637,0.00018687623,0.0006528906,0.00007551491],"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":[0.00009603424,0.000020119895,0.0072683967,0.000023335937,0.00043277373,0.000022415972,0.0009185963,0.0020624024,7.112092e-7,0.56621724,0.42175752,0.0011804636],"study_design_scores_gemma":[0.0006115805,0.000008969188,0.0026538183,0.00004507459,0.000019310768,0.0000018042789,0.00004591183,0.009665365,0.000001256005,0.0059016896,0.98068696,0.00035825543],"about_ca_topic_score_codex":0.72568285,"about_ca_topic_score_gemma":0.68003917,"teacher_disagreement_score":0.56031555,"about_ca_system_score_codex":0.0004410895,"about_ca_system_score_gemma":0.00023147979,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W2234357498","doi":"10.4337/9781845421557.00009","title":"The Emerging Context of International Entrepreneurship: An Overview, Interrelations and Extensions","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Internationalization; Entrepreneurship; Context (archaeology); Competition (biology); Theme (computing); International business; Management; Industrial organization; Business; Marketing; Economics; Political science; International trade; Geography; Law","score_opus":0.0373504127307272,"score_gpt":0.2511558920194615,"score_spread":0.21380547928873428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234357498","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":[0.0014093439,0.0013683826,0.00015466182,0.005256878,0.004146548,0.0003735449,0.000050561746,0.00015608329,0.987084],"genre_scores_gemma":[0.80261654,0.00033440275,0.0001627157,0.0034261176,0.0046800575,0.00003588406,0.0006134821,0.00018523516,0.18794557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805397,0.000009345318,0.00061739795,0.0004510023,0.00062304665,0.0002452688],"domain_scores_gemma":[0.99772507,0.00013832665,0.00073511625,0.00042928182,0.00094237487,0.000029851011],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005195033,0.00033880884,0.00031511768,0.00043299695,0.00039864928,0.002235817,0.0007791049,0.0002337927,0.00038118375],"category_scores_gemma":[0.00041606088,0.0002758058,0.00018183123,0.000040375846,0.00021326258,0.0021691243,0.0005902029,0.0005572421,0.000042121184],"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":[0.000028305032,0.000015459536,0.0002837534,0.000044220502,0.00012397456,0.000008937544,0.0001548122,0.000018857283,0.000018569339,0.9631198,0.004487,0.031696297],"study_design_scores_gemma":[0.0004304108,0.00000903506,0.0013684311,0.0005650643,0.000101437225,0.000009171692,0.00016853827,0.00051706156,0.000007109151,0.16485812,0.831622,0.00034362127],"about_ca_topic_score_codex":0.000638274,"about_ca_topic_score_gemma":0.00063683494,"teacher_disagreement_score":0.827135,"about_ca_system_score_codex":0.00008122436,"about_ca_system_score_gemma":0.00008560172,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W2241103245","doi":"10.4337/9781845420512.00027","title":"Canadian Perspectives of International Entrepreneurship","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Entrepreneurship; Political science; Law","score_opus":0.01920608906726111,"score_gpt":0.25043459716592203,"score_spread":0.2312285080986609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241103245","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":[0.00008875427,0.0002919518,0.000002393346,0.016606217,0.0010695009,0.00019002023,0.0007368823,0.000048324382,0.980966],"genre_scores_gemma":[0.09072253,0.00010194972,0.000063376065,0.0011770529,0.0019528598,0.000005538679,0.000031878513,0.00004765543,0.90589714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979959,0.000037853406,0.00030038803,0.00042068487,0.00076461735,0.00048052054],"domain_scores_gemma":[0.998341,0.00009643189,0.00033360024,0.00033615463,0.0003331833,0.0005596171],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005102072,0.00023272255,0.00028576094,0.00044396825,0.0002704377,0.0007029201,0.0010557622,0.0005167751,0.0021905063],"category_scores_gemma":[0.0008733807,0.0002833881,0.00022326193,0.00003309249,0.00041418444,0.00048515073,0.00006747489,0.0006183015,0.000051704665],"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":[0.00000497095,0.0000032493663,0.00006807403,0.000008669365,0.00006797983,0.00002818793,0.019295698,0.0000019895333,9.15566e-7,0.9034513,0.07326904,0.0037998925],"study_design_scores_gemma":[0.00013252888,0.000009980101,0.00014533137,0.00017342696,0.000018629496,0.0000021029905,0.0005679378,2.1053886e-7,0.000008592186,0.08515563,0.91353655,0.00024907844],"about_ca_topic_score_codex":0.91076183,"about_ca_topic_score_gemma":0.9648838,"teacher_disagreement_score":0.8402675,"about_ca_system_score_codex":0.0025775295,"about_ca_system_score_gemma":0.0062861326,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W2253924128","doi":"10.4337/9781781955901.00035","title":"Traditional knowledge governance challenges in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Lakehead University; University of Ottawa","funders":"","keywords":"Corporate governance; Business; Political science; Finance","score_opus":0.1951685715076571,"score_gpt":0.32033627479616067,"score_spread":0.12516770328850357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253924128","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":[0.000100115074,0.00963152,9.319752e-7,0.003762819,0.0064052017,0.0008024979,0.0004026287,0.0000734903,0.9788208],"genre_scores_gemma":[0.020767001,0.0012838583,0.000060339942,0.001416548,0.0046373275,0.0002974701,0.0002065955,0.00019295873,0.9711379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633574,0.00015940893,0.00084922207,0.0006376265,0.0005821667,0.0014358234],"domain_scores_gemma":[0.9974371,0.0006453445,0.0005601651,0.00047290276,0.0006112225,0.00027323278],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015420567,0.00046311092,0.0008628544,0.00013081847,0.0011947273,0.000044239358,0.0006423878,0.000880556,0.0011261269],"category_scores_gemma":[0.0003875216,0.00046403654,0.00010257467,0.000020404954,0.00007125679,0.0002258843,0.0004851043,0.0030012152,0.00032606698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00002537829,0.000013733529,0.00014243503,0.0002894892,0.00008815417,0.00008966742,0.012958937,0.000002198156,8.2158444e-8,0.3752928,0.6011575,0.009939641],"study_design_scores_gemma":[0.0005713394,0.000049052884,0.0011294356,0.00047946288,0.000020233667,0.000006008161,0.0029178744,0.0000059755207,9.567315e-8,0.020457588,0.97392267,0.00044027163],"about_ca_topic_score_codex":0.71535236,"about_ca_topic_score_gemma":0.99907243,"teacher_disagreement_score":0.37276518,"about_ca_system_score_codex":0.0092160525,"about_ca_system_score_gemma":0.020615108,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W2259021105","doi":"10.4337/9781785361241.00027","title":"University sustainability reporting: A review of the literature and development of a model","year":2017,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Sustainability; Sustainability reporting; Sustainability organizations; Quality (philosophy); Work (physics); Conceptual model; Sample (material); Business; Accounting; Accountability; Empirical research; Public relations; Political science; Engineering; Computer science","score_opus":0.12457069711307442,"score_gpt":0.40795979378655445,"score_spread":0.28338909667348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259021105","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":[0.00012173205,0.9852157,0.0000138532605,0.0010387227,0.00029941983,0.0019171406,0.000012939857,0.00003626424,0.011344212],"genre_scores_gemma":[0.00030366407,0.99053776,0.0011361926,0.000042964573,0.00011337288,0.000029846264,0.000020059986,0.000022879569,0.007793274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961256,0.0009841536,0.0013969792,0.00047640628,0.000687004,0.00032985397],"domain_scores_gemma":[0.9908571,0.00032836065,0.00531452,0.0012671364,0.002100774,0.00013207484],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009546683,0.00025598108,0.0012757347,0.00015285943,0.00077700906,0.0003918065,0.0014812399,0.00044782483,0.000006135531],"category_scores_gemma":[0.030113533,0.00019579763,0.0003864483,0.0002775868,0.000709885,0.0006040965,0.00053747377,0.00066256477,1.689601e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026453863,0.000039405033,0.00012123068,0.21128404,0.00006885477,0.0000025335573,0.042505484,2.617469e-7,1.891714e-8,0.004651241,0.002272533,0.73905176],"study_design_scores_gemma":[0.000035348483,0.000003523357,0.00004794784,0.052090917,0.00017150324,0.0000021522264,0.0015908125,4.05035e-7,3.0632262e-7,0.0014015563,0.9444905,0.0001650386],"about_ca_topic_score_codex":0.00041861818,"about_ca_topic_score_gemma":0.0001918486,"teacher_disagreement_score":0.94221795,"about_ca_system_score_codex":0.0013107522,"about_ca_system_score_gemma":0.018390946,"threshold_uncertainty_score":0.98717386},"labels":[],"label_agreement":null},{"id":"W2259439599","doi":"10.4337/9781781954997.00033","title":"Trade and the Internet: policies in the US, the EU and Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"International trade; The Internet; Business; International economics; Economics; Computer science; World Wide Web","score_opus":0.029275004846520236,"score_gpt":0.17516562660228394,"score_spread":0.1458906217557637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259439599","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":[0.0076591,0.0027532391,0.000011991477,0.03467107,0.00069020345,0.00041767565,0.00015323733,0.000017550985,0.9536259],"genre_scores_gemma":[0.8706061,0.00054531556,0.00001959083,0.024628978,0.00080345175,0.000037341957,0.000026464619,0.00007544233,0.103257306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846506,0.000037522143,0.0006374181,0.00042391592,0.00007465471,0.0003614343],"domain_scores_gemma":[0.99857944,0.00037999547,0.00041296595,0.0005451031,0.0000103662205,0.00007213991],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016784094,0.00031853118,0.00055348186,0.000108418986,0.00019178205,0.0018241818,0.00096099253,0.0002457226,0.00003273155],"category_scores_gemma":[0.000149542,0.00019852782,0.00010773331,0.000017708042,0.00038265815,0.00019067666,0.00020992318,0.0008858362,0.000012193193],"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":[0.000010591729,0.0000015738938,0.0007674884,0.000017809429,0.000061254235,0.0000027196256,0.0016110255,0.0000038385465,1.891243e-8,0.94181293,0.05460017,0.0011105569],"study_design_scores_gemma":[0.00045533304,0.000013733956,0.0036908227,0.000033233435,0.00001488626,0.000028135564,0.00014911592,0.00016153387,3.689091e-7,0.06924821,0.92596334,0.00024131131],"about_ca_topic_score_codex":0.4092882,"about_ca_topic_score_gemma":0.50883675,"teacher_disagreement_score":0.87256473,"about_ca_system_score_codex":0.00013478551,"about_ca_system_score_gemma":0.000082777035,"threshold_uncertainty_score":0.999212},"labels":[],"label_agreement":null},{"id":"W2261919147","doi":"10.4337/9781847209917.00010","title":"Interdependence and Coordination in the Canadian Environmental Policy Process","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Policy Transfer and Learning","field":"Social Sciences","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":"Process (computing); Environmental policy; Environmental planning; Business; Process management; Environmental science; Computer science","score_opus":0.034673820115180706,"score_gpt":0.3074422825727749,"score_spread":0.2727684624575942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261919147","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":[0.0008199447,0.00009332286,0.000014641448,0.0053771627,0.00014480004,0.00033366398,0.00002338803,0.00003797734,0.9931551],"genre_scores_gemma":[0.8048625,0.000014045604,0.000012524853,0.0016545815,0.00076936913,0.000010216772,0.000022054677,0.000028724467,0.19262597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981037,0.00011139766,0.00023897197,0.00032555254,0.000683708,0.00053667184],"domain_scores_gemma":[0.99931264,0.00015430694,0.000081402875,0.00016792213,0.000031171734,0.0002525305],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023585963,0.00021073196,0.0001828691,0.0006186179,0.00075856515,0.0014141987,0.0006643723,0.00049476523,0.00008634313],"category_scores_gemma":[0.00029399613,0.00019294607,0.00005634924,0.00004882317,0.0004233441,0.0005777162,0.00003721954,0.0012310166,0.000015845451],"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":[0.000009561517,0.000007679331,0.00089421537,0.00003086197,0.000025597856,0.000059553484,0.12760903,0.0000017224364,0.0000025809727,0.70032316,0.0019399045,0.16909611],"study_design_scores_gemma":[0.00023146535,0.000030459087,0.0021443148,0.00016007002,0.000020176773,0.000014160693,0.0040084077,0.000007495705,0.0000033868348,0.057170782,0.93579143,0.00041782152],"about_ca_topic_score_codex":0.36838844,"about_ca_topic_score_gemma":0.8980503,"teacher_disagreement_score":0.93385154,"about_ca_system_score_codex":0.00067258044,"about_ca_system_score_gemma":0.0011501405,"threshold_uncertainty_score":0.9996224},"labels":[],"label_agreement":null},{"id":"W2263766996","doi":"10.4337/9781847204370.00019","title":"Regulation in Brazil: Retrospect and Prospects","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","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; Regional science; Geography","score_opus":0.01959123368380027,"score_gpt":0.1957073451585975,"score_spread":0.17611611147479722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263766996","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":[0.0014576359,0.0017027193,0.00011110538,0.00041886265,0.0016160831,0.00066891534,0.00019745152,0.00014371893,0.9936835],"genre_scores_gemma":[0.4542025,0.00009170744,0.00017546827,0.0003593205,0.0023055437,0.00003645125,0.00018916074,0.00021494205,0.5424249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967742,0.000013726732,0.001501988,0.0010946387,0.00010113967,0.00051432033],"domain_scores_gemma":[0.9979354,0.00006186163,0.0011683501,0.0006267539,0.000059664075,0.0001479766],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013128169,0.0004135788,0.0011710105,0.00072220055,0.00015549621,0.001610302,0.00040225967,0.00088987336,0.00021478096],"category_scores_gemma":[0.00014962391,0.0006240234,0.00020400264,0.000043510816,0.00020733387,0.0009316282,0.0001776044,0.0007327225,0.00023563467],"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":[0.000013621522,0.000010242227,0.0074837627,0.00007842341,0.00004638595,0.000011847433,0.00021733437,0.0000087127155,0.0000021201092,0.9582577,0.032914635,0.00095525704],"study_design_scores_gemma":[0.0005770141,0.000042637814,0.008844411,0.0001632029,0.000008205154,0.000008595244,0.0000048906186,0.00015464865,0.0000066133416,0.6143716,0.37520936,0.00060879637],"about_ca_topic_score_codex":0.0021234974,"about_ca_topic_score_gemma":0.0020141092,"teacher_disagreement_score":0.45274484,"about_ca_system_score_codex":0.000655375,"about_ca_system_score_gemma":0.000068723326,"threshold_uncertainty_score":0.9996211},"labels":[],"label_agreement":null},{"id":"W2264948579","doi":"10.4337/9781847204370.00028","title":"The Distributional Consequences of Antitrust","year":2006,"lang":"fr","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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; Regional science; Economic geography; International trade; Economics; Geography","score_opus":0.027779318510654627,"score_gpt":0.209781300503216,"score_spread":0.18200198199256137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264948579","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":[0.0008374743,0.005130158,0.0028433606,0.0049065384,0.0027567553,0.00020288833,0.0027984069,0.000044874178,0.98047954],"genre_scores_gemma":[0.49638116,0.00070481846,0.00043287224,0.00032596983,0.00092787837,0.000021997961,0.0008065153,0.000065769666,0.500333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966845,0.00005782607,0.0017811578,0.00067973323,0.00026453982,0.0005322353],"domain_scores_gemma":[0.99661773,0.00042630656,0.0017131633,0.000747957,0.00035422435,0.00014061204],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016874933,0.0004353115,0.0009314482,0.00034620558,0.0007089223,0.0014717694,0.0010532452,0.0005082966,0.002962753],"category_scores_gemma":[0.0004384513,0.0004396523,0.0008125323,0.00010280346,0.0015944893,0.0004565964,0.00021992553,0.0007911655,0.00035869458],"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":[0.000012462231,0.000023209772,0.004296997,0.00005270904,0.00036012277,0.000007800684,0.000029452653,0.00003609671,0.000008960199,0.9618119,0.030076142,0.0032841323],"study_design_scores_gemma":[0.00021724844,0.00003332578,0.0019099062,0.00013613662,0.00007093247,0.000010597225,0.000030414474,0.00019765768,0.00010292984,0.14454408,0.85231614,0.00043064638],"about_ca_topic_score_codex":0.0014434382,"about_ca_topic_score_gemma":0.00034925406,"teacher_disagreement_score":0.82224,"about_ca_system_score_codex":0.00021564998,"about_ca_system_score_gemma":0.00019743742,"threshold_uncertainty_score":0.9998055},"labels":[],"label_agreement":null},{"id":"W2265333245","doi":"10.4337/9781848442719.00020","title":"Current Situation and Proposals for Reform of Spain’s Tax Administration","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Finance, Taxation, and Governance","field":"Environmental Science","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":"Decentralization; Fiscal federalism; Redistribution (election); Administration (probate law); Federalism; Politics; Tax administration; Economic policy; National government; Government (linguistics); Political science; Economics; Tax reform; Public economics; Public administration; Market economy; Law","score_opus":0.01804253372455562,"score_gpt":0.22581040956384082,"score_spread":0.20776787583928522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265333245","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":[0.0069106612,0.0006546452,0.0028998412,0.00048340132,0.0008830708,0.0016035489,0.00035818858,0.00009360159,0.986113],"genre_scores_gemma":[0.28204983,0.0010633806,0.0068198033,0.0002393696,0.0010492118,0.0001976902,0.00060495635,0.00016422229,0.70781153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982306,0.000013883361,0.00048320118,0.00048121656,0.00055993645,0.0002311973],"domain_scores_gemma":[0.99858034,0.000049158945,0.0008974561,0.00031695102,0.00007115124,0.000084963904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045139802,0.0002712771,0.00030670324,0.000061773266,0.000174258,0.00016587395,0.00026009884,0.0002746373,0.0000864647],"category_scores_gemma":[0.00015330939,0.00025564947,0.00010523169,0.000020479545,0.00023586888,0.0007963359,0.00010673399,0.0002703606,0.00001888018],"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":[0.00026539015,0.000112703696,0.0013877716,0.0007252105,0.000078904115,0.000008971669,0.003306206,0.000022374952,0.00051726034,0.14673132,0.21111184,0.63573205],"study_design_scores_gemma":[0.00038226333,0.00020536473,0.0035619112,0.00025497083,0.000033131455,0.000011884219,0.000015823234,0.00012465402,0.00056371844,0.008317873,0.9861441,0.00038428442],"about_ca_topic_score_codex":0.00030112747,"about_ca_topic_score_gemma":0.0010288542,"teacher_disagreement_score":0.7750323,"about_ca_system_score_codex":0.00030701177,"about_ca_system_score_gemma":0.00013600984,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W2267179835","doi":"10.4337/9781843765301.00010","title":"Financial reform in Canada: past, present and future","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Financial sector; Financial services; Finance; Financial sector development; Business; Political science; Economic growth; Economics","score_opus":0.01357833929325256,"score_gpt":0.2156058050493673,"score_spread":0.20202746575611474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267179835","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":[0.00013653257,0.0007337771,5.5552744e-7,0.035125818,0.0013146757,0.0002902549,0.00027670845,0.000022920047,0.9620988],"genre_scores_gemma":[0.0012091604,0.00026943767,0.000044529002,0.008930851,0.012649148,0.000019348012,0.000018350567,0.00005852624,0.9768006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977534,0.000054165157,0.000342342,0.000449714,0.0007457647,0.00065464096],"domain_scores_gemma":[0.99896747,0.000061680985,0.00024528388,0.00030079097,0.000089790614,0.00033498066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000562916,0.00029091313,0.00037994265,0.00014672331,0.00032681864,0.00057007634,0.00046695847,0.00054429896,0.00013633435],"category_scores_gemma":[0.000104386956,0.00031164679,0.000075481745,0.000043061304,0.00018000504,0.0004314023,0.00008751232,0.0009743135,0.00000437622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000055369233,0.000001296594,0.000031658143,0.000019648034,0.000008350881,0.00006627972,0.0012874674,1.6475684e-7,4.526036e-8,0.4065518,0.5672373,0.024790447],"study_design_scores_gemma":[0.00017654989,0.000008414315,0.0006076871,0.00010344409,0.0000092269465,0.0000041387025,0.00017841563,4.520327e-7,8.645475e-7,0.017449481,0.9811127,0.00034862326],"about_ca_topic_score_codex":0.9938224,"about_ca_topic_score_gemma":0.99937314,"teacher_disagreement_score":0.4138754,"about_ca_system_score_codex":0.0041602217,"about_ca_system_score_gemma":0.007915637,"threshold_uncertainty_score":0.99993354},"labels":[],"label_agreement":null},{"id":"W2267978982","doi":"10.4337/9781781956229.00018","title":"Autonomy and Control in the Norwegian Civil Service: Does Agency Form Matter?","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":72,"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":"Deregulation; Public administration; Autonomy; New public management; Agency (philosophy); Audit; Politics; Political science; Civil service; Public service; Government (linguistics); Public sector; Business; Sociology; Accounting; Economics; Law; Market economy; Social science","score_opus":0.0249282605334979,"score_gpt":0.29023454412261357,"score_spread":0.2653062835891157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267978982","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":[0.0004212294,0.000054127875,0.0000365691,0.04621365,0.00031438394,0.00074887683,0.00012802011,0.0000863639,0.9519968],"genre_scores_gemma":[0.31760064,0.0000143038915,0.000035353296,0.009522981,0.0016615618,0.00009457675,0.000071778915,0.000047031637,0.6709518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695617,0.00023403445,0.0005100913,0.0005037352,0.0010333321,0.0007626662],"domain_scores_gemma":[0.99833125,0.00049083924,0.00026728417,0.00046017935,0.00020622503,0.00024422808],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030900596,0.0003331323,0.0003769131,0.00034792174,0.0007796125,0.004692513,0.0013399131,0.000610997,0.000790534],"category_scores_gemma":[0.0002176094,0.00023788546,0.00012791419,0.00008276497,0.00042390783,0.001130479,0.00014527187,0.0011874771,0.000081635],"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":[0.00002262059,0.000038907296,0.00075413234,0.00013897945,0.0000778427,0.00006927559,0.026720773,6.298796e-7,0.000007350851,0.79128206,0.1613389,0.019548547],"study_design_scores_gemma":[0.00036741875,0.000017375,0.0019581341,0.00007983022,0.000017785087,0.000003887226,0.000453188,0.000009385401,0.0000010360075,0.07726934,0.9195206,0.00030199927],"about_ca_topic_score_codex":0.007747173,"about_ca_topic_score_gemma":0.045709796,"teacher_disagreement_score":0.75818175,"about_ca_system_score_codex":0.00024585085,"about_ca_system_score_gemma":0.0018709376,"threshold_uncertainty_score":0.9988603},"labels":[],"label_agreement":null},{"id":"W2271581636","doi":"10.4337/9781847201645.00017","title":"Innovation and Other Components of Growth in Canadian Technology Firms","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Business; Industrial organization","score_opus":0.03135116180181264,"score_gpt":0.26022340842041125,"score_spread":0.22887224661859862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271581636","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":[0.007642763,0.00006793069,0.0000017504756,0.003646452,0.00024580798,0.00023179081,0.000028777748,0.000043503587,0.98809123],"genre_scores_gemma":[0.3766691,0.00002019023,0.00024226715,0.000956757,0.0004738405,0.000013636173,0.000115513205,0.000057254114,0.62145144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986528,0.000026600066,0.00037037325,0.00023807588,0.00034548333,0.00036663908],"domain_scores_gemma":[0.9992936,0.00005219853,0.00023464065,0.00011604335,0.00020911747,0.00009439116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007162924,0.00017121341,0.00026603322,0.0018140179,0.00015661072,0.0002234366,0.00035030616,0.0006800574,0.000046875768],"category_scores_gemma":[0.00020461757,0.00018418775,0.000030464784,0.00016462101,0.00036858415,0.000234162,0.00005959401,0.0004014491,0.000008862132],"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":[0.0000027131418,0.0000026306939,0.009505032,0.000017140186,0.000015573998,0.0000053641916,0.0011232015,1.1265633e-7,0.0000055172554,0.96303797,0.022826903,0.0034578335],"study_design_scores_gemma":[0.00012443279,0.0000065116174,0.002804525,0.00013794162,0.000004037229,9.955262e-7,0.00003515735,7.7971845e-7,0.000008236012,0.14300314,0.8536995,0.00017475462],"about_ca_topic_score_codex":0.63210464,"about_ca_topic_score_gemma":0.6004069,"teacher_disagreement_score":0.8308726,"about_ca_system_score_codex":0.00029651998,"about_ca_system_score_gemma":0.0008740077,"threshold_uncertainty_score":0.7510959},"labels":[],"label_agreement":null},{"id":"W2273861471","doi":"10.4337/9781783471195.00058","title":"‘They go the extra mile, the extra ten miles . . .’: examining Canadian medical tourists’ interactions with health care workers abroad","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","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":"Medical tourism; Thematic analysis; Health care; Tourism; Mile; Narrative; Psychology; Nursing; Public relations; Medicine; Qualitative research; Political science; Sociology; Geography","score_opus":0.08396122640696231,"score_gpt":0.37796311856531123,"score_spread":0.29400189215834893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273861471","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":[0.00015913433,0.0061966334,0.000037933176,0.06833516,0.0063612075,0.0024783202,0.00035898248,0.00033564927,0.915737],"genre_scores_gemma":[0.024436405,0.00033143949,0.00046187735,0.048474442,0.012931561,0.0006390545,0.00066355674,0.00043454074,0.9116271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99058753,0.0012099283,0.0016673056,0.0011199311,0.003005875,0.002409416],"domain_scores_gemma":[0.98998255,0.0016115728,0.001061858,0.001772057,0.0012216927,0.0043502874],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005278425,0.0009463077,0.001163923,0.0004162622,0.0038278522,0.00047594053,0.0023800319,0.001973139,0.0022432813],"category_scores_gemma":[0.0017503639,0.00054340105,0.00027750892,0.000120902376,0.0005447725,0.00042350974,0.00049250526,0.012000683,0.00040081982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052406678,0.000009142406,0.00021624776,0.00026666032,0.00018647358,0.00019849351,0.02262035,0.000001029811,4.367014e-8,0.00851832,0.8887779,0.07915294],"study_design_scores_gemma":[0.00066111016,0.0001953592,0.00053710834,0.0047883443,0.00010387111,0.00009933376,0.022227205,0.0000073702704,8.140064e-8,0.0013055378,0.96952266,0.00055199343],"about_ca_topic_score_codex":0.34048054,"about_ca_topic_score_gemma":0.78849584,"teacher_disagreement_score":0.44801527,"about_ca_system_score_codex":0.0030771552,"about_ca_system_score_gemma":0.033018123,"threshold_uncertainty_score":0.99970174},"labels":[],"label_agreement":null},{"id":"W2274089513","doi":"10.4337/9781848440203.00010","title":"Work and Retirement in Canada: Policies and Prospects","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Work (physics); Public policy; Retirement age; Ageing society; Political science; Economics; Labour economics; Demographic economics; Economic growth; Engineering; Law; Pension","score_opus":0.11760034116495419,"score_gpt":0.314126853254956,"score_spread":0.1965265120900018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274089513","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":[0.032555666,0.0010521366,4.781317e-7,0.004248427,0.00067316263,0.0008908801,0.000017958993,0.000071809154,0.96048945],"genre_scores_gemma":[0.5654515,0.0013986613,0.00010538314,0.0012172125,0.0010576076,0.00007697729,0.000024166222,0.00010263902,0.43056583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712366,0.00008304642,0.00047419884,0.00061921845,0.0010663073,0.00063358445],"domain_scores_gemma":[0.9988745,0.00012740196,0.00021306549,0.0003321487,0.00010805526,0.00034485286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086066267,0.00035541595,0.0004758644,0.00015518359,0.00049571553,0.0008357931,0.00036296356,0.00030512703,0.000075843534],"category_scores_gemma":[0.0002845803,0.00036059512,0.00005892925,0.000046381305,0.00061206665,0.0003268323,0.00026716923,0.00057651644,0.000002359582],"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":[0.00007883675,0.000051389416,0.21378316,0.0003986484,0.0001886568,0.00015020337,0.06589888,0.0000020479736,0.0000026639823,0.40632355,0.25799045,0.055131525],"study_design_scores_gemma":[0.00035622527,0.000042912496,0.021804512,0.00040416612,0.000028632448,0.0000019510326,0.0011852691,6.498054e-7,0.000005942843,0.010501718,0.96504277,0.000625234],"about_ca_topic_score_codex":0.84847325,"about_ca_topic_score_gemma":0.9756556,"teacher_disagreement_score":0.70705235,"about_ca_system_score_codex":0.0019246746,"about_ca_system_score_gemma":0.0021795551,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W2279043625","doi":"10.4337/9781783479641","title":"Cities and Partnerships for Sustainable Urban Development","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Economic Development and Planning","field":"Social Sciences","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":"Sustainable development; Environmental planning; Urban planning; Geography; Business; Regional science; Economic geography; Political science; Engineering; Civil engineering","score_opus":0.10217290125425775,"score_gpt":0.2748096313101409,"score_spread":0.17263673005588315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279043625","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":[0.00012597031,0.0006315854,0.000080917016,0.0008360903,0.000620958,0.00065604976,0.000011132824,0.00019989812,0.9968374],"genre_scores_gemma":[0.003808758,0.000014161278,0.0013926994,0.00034960755,0.0012264401,0.00006640814,0.00013136562,0.000066872446,0.9929437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779457,0.000042273517,0.000443859,0.00049797766,0.00045255027,0.00076875347],"domain_scores_gemma":[0.9983627,0.0003184032,0.00027126534,0.0001791671,0.00046422577,0.00040421475],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036246695,0.00034445187,0.00045036868,0.00024912733,0.0009817947,0.0027649614,0.00048647987,0.0006104158,0.00015577974],"category_scores_gemma":[0.0007113595,0.00036825435,0.00008289262,0.000017657369,0.00029277595,0.0009720967,0.00022901247,0.00043934144,0.000030208783],"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":[0.000018172403,0.0000017051207,0.00006817642,0.000075922595,0.000067534995,0.000009905066,0.01695436,2.6592798e-7,4.8006907e-8,0.6319735,0.33826962,0.012560772],"study_design_scores_gemma":[0.0002772531,0.000017762974,0.000007633097,0.00011606376,0.000023829885,0.0000010420456,0.0043270024,0.0000024898266,0.0000031099073,0.07332421,0.9214154,0.000484215],"about_ca_topic_score_codex":0.00019076232,"about_ca_topic_score_gemma":0.0007459356,"teacher_disagreement_score":0.5831458,"about_ca_system_score_codex":0.00061269396,"about_ca_system_score_gemma":0.0026924051,"threshold_uncertainty_score":0.9998769},"labels":[],"label_agreement":null},{"id":"W2284807334","doi":"10.4337/9781781001844.00027","title":"What makes a good law of security?","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal principles and applications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Law; Legislation; Flexibility (engineering); Commission; Security interest; Personal property; Government (linguistics); Business; Law reform; Political science; Law and economics; Property (philosophy); Economics; Management","score_opus":0.05386183991491904,"score_gpt":0.3023211428072558,"score_spread":0.24845930289233675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284807334","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":[0.000037167032,0.00084958033,0.000012391537,0.00308489,0.0011361351,0.0004678837,0.00009707255,0.00019056382,0.9941243],"genre_scores_gemma":[0.04695686,0.0001320103,0.00023759325,0.0006109857,0.0019805466,0.00003604624,0.000077353056,0.000086688255,0.9498819],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974644,0.00006832889,0.0004785402,0.00046072414,0.0011144542,0.00041355446],"domain_scores_gemma":[0.99782807,0.00015086104,0.00045901374,0.0006193115,0.0006102126,0.0003325375],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015264665,0.00028617593,0.00045824604,0.00012212127,0.00040751722,0.0026528935,0.0010916739,0.0006915009,0.00030543955],"category_scores_gemma":[0.00017903332,0.00029186584,0.00024540507,0.00003920481,0.00063151395,0.0017901476,0.00031445624,0.00078344083,0.000104919905],"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":[0.000004285412,0.000011495055,0.0000016504878,0.000029185638,0.000045979705,0.0000034470397,0.0088444725,4.7600838e-7,0.0000028375928,0.9554474,0.030935992,0.0046728035],"study_design_scores_gemma":[0.00010737482,0.000016123307,5.8163926e-7,0.00016022054,0.000036645637,9.308932e-7,0.000993843,0.0000012638388,0.000013288715,0.28590757,0.71253943,0.00022274927],"about_ca_topic_score_codex":0.0037818984,"about_ca_topic_score_gemma":0.012146812,"teacher_disagreement_score":0.68160343,"about_ca_system_score_codex":0.00021901642,"about_ca_system_score_gemma":0.0007840235,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W2285758943","doi":"10.4337/9780857936233.00023","title":"Globalization and Higher Education in Canada","year":2011,"lang":"en","type":"preprint","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Political science; Economic geography; Development economics; Economic growth; Regional science; Geography; Economics","score_opus":0.02275373287496578,"score_gpt":0.27581139047943753,"score_spread":0.25305765760447174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285758943","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":[0.102390446,0.000634647,0.000027186408,0.00471404,0.010585208,0.0004803795,0.000013679869,0.00007241727,0.881082],"genre_scores_gemma":[0.94486547,0.00010514838,0.0010080008,0.0023553325,0.00094580237,0.000108578024,0.00007324485,0.000024330157,0.050514117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823743,0.00016464501,0.00031564155,0.0004077885,0.0005554838,0.00031899326],"domain_scores_gemma":[0.99907166,0.00003978692,0.00025150547,0.00024008502,0.00021243715,0.00018453032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005924978,0.00017022729,0.00019814854,0.00011251263,0.0001793482,0.00089199684,0.00041234193,0.00024938787,0.0002574367],"category_scores_gemma":[0.00016799703,0.0001923498,0.000024341869,0.000104611165,0.00005677713,0.00045244358,0.00021932716,0.0004065933,0.0000058566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012172675,0.00007533829,0.17822121,0.00013014096,0.00003995594,0.000005225833,0.03315525,0.000011781296,0.0000017982363,0.2105547,0.45783445,0.11995797],"study_design_scores_gemma":[0.000084781044,0.0000018174933,0.25726303,0.00015923871,0.0000074576806,2.663725e-7,0.0010084726,0.000001016399,0.000008008586,0.023292735,0.7179157,0.00025742617],"about_ca_topic_score_codex":0.98922133,"about_ca_topic_score_gemma":0.9831874,"teacher_disagreement_score":0.842475,"about_ca_system_score_codex":0.002361909,"about_ca_system_score_gemma":0.037077703,"threshold_uncertainty_score":0.96838117},"labels":[],"label_agreement":null},{"id":"W2286335097","doi":"10.4337/9781848444942.00010","title":"Public Employment in Canada: Downsizing in a Multi-layered State","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Public sector; State (computer science); Public health; Business; Economic growth; Political science; Labour economics; Demographic economics; Economics; Economy; Medicine; Nursing","score_opus":0.1029950118951561,"score_gpt":0.27373222901588834,"score_spread":0.17073721712073225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286335097","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":[0.0076506776,0.00090646796,0.00001909027,0.008276901,0.0021124932,0.0008580225,0.00008811733,0.000119933866,0.9799683],"genre_scores_gemma":[0.43322423,0.0006982562,0.00035517005,0.0015342241,0.0006663168,0.000074221316,0.000023036499,0.00010768138,0.5633169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501723,0.00016753627,0.00078290334,0.0008230532,0.001926883,0.0012824059],"domain_scores_gemma":[0.9982128,0.00022513892,0.00055532425,0.00036693175,0.00020647222,0.00043332198],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001666616,0.00042208517,0.0006508239,0.00033120194,0.00049368665,0.0011683282,0.0013494142,0.0004270618,0.00011323391],"category_scores_gemma":[0.0008405444,0.00045485486,0.00014523896,0.000202376,0.0003410909,0.001167194,0.0002654653,0.0012483413,0.00001796827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000075820215,0.00015620702,0.063864246,0.00009435626,0.00018447902,0.0023096837,0.13019386,0.00016505009,0.000011515573,0.1569563,0.28511825,0.36087024],"study_design_scores_gemma":[0.0006142009,0.000015841902,0.007419413,0.00026146063,0.0000048752418,0.0000021835372,0.0018720501,0.000039233382,0.00000208207,0.003732884,0.9852996,0.00073616515],"about_ca_topic_score_codex":0.99289095,"about_ca_topic_score_gemma":0.9997458,"teacher_disagreement_score":0.70018137,"about_ca_system_score_codex":0.0058791446,"about_ca_system_score_gemma":0.015336925,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2287094439","doi":"10.4337/9781035351046","title":"Young Workers in the Global Economy","year":2008,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Immigration; Wage; Political science; Style (visual arts); Economy; Economics; Geography; Law","score_opus":0.021600741134134297,"score_gpt":0.26512138069125374,"score_spread":0.24352063955711944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287094439","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":[0.00032496778,0.00020364068,0.000011688213,0.0030123205,0.0015968868,0.0005452969,0.000052048345,0.00012144945,0.9941317],"genre_scores_gemma":[0.0070922663,0.000054808275,0.00009043305,0.004640464,0.0026456672,0.000061819665,0.0000912252,0.000039292383,0.98528403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974038,0.00031232886,0.000406987,0.00045788128,0.00072589685,0.0006930757],"domain_scores_gemma":[0.99876106,0.00017966067,0.00025296982,0.0005056563,0.00013609702,0.00016456649],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017393886,0.00029304,0.0003255641,0.00013333817,0.00084413553,0.0028109509,0.0017984302,0.000575345,0.00011047748],"category_scores_gemma":[0.00029147035,0.00023599081,0.00019776216,0.00015766786,0.00040367528,0.00087943976,0.00016597335,0.0009485969,0.000016435612],"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":[0.0000029121832,0.000013401762,0.002279431,0.000003378,0.000031787964,0.00003303974,0.0059575187,8.7419886e-7,1.1498091e-8,0.5224142,0.46500272,0.004260744],"study_design_scores_gemma":[0.00020016936,0.0000108654185,0.0028372172,0.00007317923,0.000018272744,0.0000031394552,0.0020852624,6.345222e-7,7.66372e-8,0.03341584,0.96108013,0.0002752344],"about_ca_topic_score_codex":0.015808227,"about_ca_topic_score_gemma":0.07550568,"teacher_disagreement_score":0.4960774,"about_ca_system_score_codex":0.0014977227,"about_ca_system_score_gemma":0.0031658497,"threshold_uncertainty_score":0.9982242},"labels":[],"label_agreement":null},{"id":"W2290251517","doi":"10.4337/9781781001806.00025","title":"Canadian indigenous peoples and climate change: the potential for Arctic land claims agreements to address changing environmental conditions","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Indigenous; Arctic; Climate change; The arctic; Publishing; Geography; Environmental change; Land use; Environmental resource management; Land use, land-use change and forestry; Environmental planning; Political science; Environmental protection; Natural resource economics; Environmental science; Oceanography; Ecology; Agriculture; Economics; Archaeology; Law; Biology","score_opus":0.02950508797753424,"score_gpt":0.28612121099254934,"score_spread":0.2566161230150151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290251517","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":[0.18464577,0.0025774671,0.0000630475,0.02028209,0.016847521,0.04542967,0.019657802,0.00044970776,0.71004695],"genre_scores_gemma":[0.6214091,0.0007908274,0.00021259971,0.016873287,0.0069577363,0.0072713397,0.00263582,0.0004168365,0.34343246],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603456,0.00009897469,0.0005581318,0.0005941488,0.00030178152,0.0024124135],"domain_scores_gemma":[0.9981726,0.00034573235,0.00037876406,0.00043983723,0.0001571584,0.0005059276],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009458429,0.00047720812,0.0005678328,0.00050934986,0.011062375,0.00033011282,0.000479553,0.0007345095,0.0010158381],"category_scores_gemma":[0.00006740845,0.0003954346,0.00014201485,0.000024381705,0.0001150031,0.00025899772,0.0007491395,0.0010899458,0.00041625596],"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":[0.00019216041,0.0000828824,0.020611163,0.0028613922,0.002091742,0.0001564077,0.78282326,0.00001241,0.000024285218,0.053039588,0.11487786,0.023226857],"study_design_scores_gemma":[0.0020782042,0.0005873728,0.020679822,0.0012818514,0.0006826052,0.000055344863,0.053709228,0.000034969984,0.0000014747034,0.00682952,0.91231424,0.0017453906],"about_ca_topic_score_codex":0.090921715,"about_ca_topic_score_gemma":0.7776567,"teacher_disagreement_score":0.79743636,"about_ca_system_score_codex":0.0012267976,"about_ca_system_score_gemma":0.00055222283,"threshold_uncertainty_score":0.99989736},"labels":[],"label_agreement":null},{"id":"W2291612022","doi":"10.4337/9781847201652.00021","title":"Entrepreneurship Education Among Students at a Canadian University: An Extensive Empirical Study of Students’ Entrepreneurial Preferences and Intentions","year":2006,"lang":"en","type":"preprint","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":18,"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":"Entrepreneurship; Entrepreneurship education; Entrepreneurial education; Psychology; Mathematics education; Marketing; Sociology; Political science; Business","score_opus":0.032431315657886026,"score_gpt":0.27245562519405897,"score_spread":0.24002430953617293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291612022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97995186,0.00010700481,0.0000018166717,0.00033420004,0.0024363135,0.0015491566,0.00004373105,0.00016522344,0.015410695],"genre_scores_gemma":[0.9963707,0.00001871603,0.000027811142,0.00040281544,0.0012999087,0.000057498517,0.00023961041,0.00005334026,0.0015296107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953593,0.00022426806,0.00076322776,0.0014890052,0.0015085137,0.0006556877],"domain_scores_gemma":[0.99673235,0.00011052609,0.00097339065,0.0009360993,0.001071738,0.00017588833],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077745935,0.0006182564,0.0007569116,0.0011727009,0.00069245516,0.003980597,0.002040718,0.0003941745,0.000059787337],"category_scores_gemma":[0.00046771197,0.0006369303,0.0001882036,0.00028960934,0.00028227642,0.0020376316,0.0043871296,0.00080016616,0.000009188301],"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":[0.00007590625,0.00081899966,0.9864795,0.00014661162,0.00026065836,0.000034879053,0.00255011,0.00008258,0.00000546542,0.00015868549,0.006727899,0.0026586743],"study_design_scores_gemma":[0.0010314356,0.00009707174,0.98129255,0.00033941722,0.0005851247,0.0000024993958,0.009376066,0.00003178377,0.0000065445365,0.0011481915,0.0054605594,0.0006287881],"about_ca_topic_score_codex":0.38781226,"about_ca_topic_score_gemma":0.6179749,"teacher_disagreement_score":0.23016262,"about_ca_system_score_codex":0.00034026828,"about_ca_system_score_gemma":0.00048975716,"threshold_uncertainty_score":0.9996082},"labels":[],"label_agreement":null},{"id":"W2293831737","doi":"10.4337/9781849806329","title":"Entrepreneurship and Religion","year":2010,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":153,"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":"Entrepreneurship; Political science; Law","score_opus":0.021231250396652537,"score_gpt":0.2561709558150657,"score_spread":0.2349397054184132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293831737","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":[0.0021336735,0.0003724095,0.000019322606,0.0014177068,0.0017290491,0.00038443165,0.0000128820575,0.00028574694,0.9936448],"genre_scores_gemma":[0.0058552586,0.00023943245,0.00016874453,0.0008482649,0.004550066,0.000025470328,0.00008790864,0.00005923542,0.9881656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774295,0.00018101602,0.00039277328,0.0006409624,0.00052576314,0.0005165572],"domain_scores_gemma":[0.9982807,0.0003252624,0.0003401032,0.00047464247,0.00021502588,0.0003642705],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019397398,0.00029941078,0.00037533935,0.0002305433,0.0007508161,0.0028205686,0.0006681011,0.0012324424,0.00029903394],"category_scores_gemma":[0.0010778431,0.00032416277,0.00014780262,0.00003998972,0.00042219317,0.00097081944,0.00016888764,0.0013813807,0.00009619241],"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":[0.000007678009,0.000009348396,0.00068913476,0.000048734953,0.000034068147,0.0000065767085,0.026071154,1.9510779e-7,0.0000067109877,0.12045618,0.8376841,0.01498614],"study_design_scores_gemma":[0.00012461613,0.000014892485,0.00015356278,0.00007051714,0.000033883025,0.0000025141962,0.00021183297,0.0000014254869,0.000015400086,0.07811498,0.9209246,0.0003317907],"about_ca_topic_score_codex":0.0036343173,"about_ca_topic_score_gemma":0.04718673,"teacher_disagreement_score":0.08324051,"about_ca_system_score_codex":0.00020114463,"about_ca_system_score_gemma":0.0012649371,"threshold_uncertainty_score":0.999921},"labels":[],"label_agreement":null},{"id":"W2296798171","doi":"10.4337/9781781009147.00015","title":"Initiative in multinational subsidiaries","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Multinational corporation; Subsidiary; Business; Entrepreneurship; Control (management); Competitive advantage; Perspective (graphical); Power (physics); Public relations; Political science; Industrial organization; Marketing; Management; Economics; Computer science","score_opus":0.035139083297215705,"score_gpt":0.22442715747970435,"score_spread":0.18928807418248864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296798171","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":[0.0002972423,0.00023035813,0.000094160176,0.001276931,0.0018322432,0.0002895747,0.000033695385,0.00015591705,0.9957899],"genre_scores_gemma":[0.39694384,0.0000185946,0.00043873073,0.009683973,0.018938668,0.000109109365,0.0016709185,0.00032342834,0.5718728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782294,0.0000074386603,0.00053924904,0.00043478498,0.0007617379,0.00043383936],"domain_scores_gemma":[0.998265,0.00013932289,0.00056300947,0.00024931243,0.0007596393,0.000023688988],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006632051,0.00044040437,0.00041003688,0.0010104019,0.00016959252,0.0023369493,0.0005759613,0.0004556552,0.0014693224],"category_scores_gemma":[0.00047306556,0.00044479067,0.0001676343,0.00006153736,0.00012881678,0.00433863,0.000448046,0.00084647926,0.0007322243],"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":[0.000029295301,0.000022967472,0.0010021264,0.00009891822,0.00005417552,0.000028831966,0.00012886095,0.0000056396407,0.0000040441023,0.96395653,0.021973975,0.012694622],"study_design_scores_gemma":[0.00046393217,0.0000027351268,0.004950329,0.0002748853,0.000039321345,0.0000032748221,0.00002820142,0.00014566025,0.0000054271363,0.09907391,0.8944735,0.00053883466],"about_ca_topic_score_codex":0.00041952697,"about_ca_topic_score_gemma":0.0005810704,"teacher_disagreement_score":0.8724995,"about_ca_system_score_codex":0.00017667287,"about_ca_system_score_gemma":0.00011797354,"threshold_uncertainty_score":0.9998004},"labels":[],"label_agreement":null},{"id":"W2299190957","doi":"10.4337/9781845420512.00026","title":"Two Types of Self-Employment in Canada","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Self-employment; Business; Entrepreneurship; Finance","score_opus":0.014706481699411767,"score_gpt":0.22338762831446285,"score_spread":0.20868114661505108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299190957","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":[0.00049986405,0.00009677642,0.000011314423,0.0005943875,0.00064447033,0.00029806132,0.000036371053,0.000060130154,0.9977586],"genre_scores_gemma":[0.73636425,0.00007424913,0.00039747483,0.0006102123,0.0005244636,0.000021468215,0.00008331154,0.00006555428,0.261859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844354,0.000025731053,0.00047781054,0.00022499074,0.00051188894,0.00031605203],"domain_scores_gemma":[0.9992671,0.00008025157,0.0002385316,0.00018076858,0.000104482584,0.0001288931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056162744,0.00019109792,0.00032535038,0.00016391267,0.000107277745,0.00040191135,0.0004320722,0.00019426827,0.00022154188],"category_scores_gemma":[0.000046657653,0.00021130743,0.0000884145,0.00003158733,0.00008249607,0.00089941884,0.00004292689,0.0003776444,0.0000155257],"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":[0.0000074422705,0.000009990776,0.00015685969,0.000044673394,0.000053929292,0.000010478287,0.0041391025,0.00010906048,1.1081054e-7,0.95998317,0.002309769,0.033175435],"study_design_scores_gemma":[0.00034442404,0.000017559496,0.000059982558,0.00035080957,0.000021326616,5.372163e-7,0.00037835736,0.0000036352194,0.000019308116,0.07123617,0.92725784,0.0003100235],"about_ca_topic_score_codex":0.8633802,"about_ca_topic_score_gemma":0.9854562,"teacher_disagreement_score":0.9249481,"about_ca_system_score_codex":0.0018256926,"about_ca_system_score_gemma":0.0065356237,"threshold_uncertainty_score":0.9990964},"labels":[],"label_agreement":null},{"id":"W2302616040","doi":"10.4337/9781781955314.00012","title":"Transitional justice and human rights","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transitional justice; Human rights; Political science; Economic Justice; Law and economics; Law; Criminology; Sociology","score_opus":0.035010326994222817,"score_gpt":0.29499156639438256,"score_spread":0.25998123940015977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302616040","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":[0.00038683455,0.000038310875,0.000022700066,0.0008506841,0.0013585994,0.0002272902,0.00009029829,0.00014132139,0.996884],"genre_scores_gemma":[0.075385414,0.0000021905018,0.00012335325,0.00027310255,0.0046302616,0.0000080058335,0.000116533214,0.000039249513,0.9194219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978489,0.000048869442,0.00029696152,0.0004800529,0.0009809069,0.00034428205],"domain_scores_gemma":[0.9986413,0.000125891,0.00029630272,0.00031959053,0.00037757022,0.00023933887],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007406782,0.00028997,0.00031168756,0.00019033285,0.0047076554,0.0033961213,0.0008051292,0.0005853354,0.0012675562],"category_scores_gemma":[0.000049364222,0.0002763495,0.0001641612,0.0000022253726,0.0008243245,0.00097474776,0.00008841384,0.0007363536,0.00009661793],"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":[0.0000068272925,0.000005749959,5.846122e-7,0.000028512533,0.0000628141,0.000042031174,0.0016423269,7.766436e-8,0.000001659702,0.9795413,0.018265728,0.00040240076],"study_design_scores_gemma":[0.000114621405,0.000010418162,0.000020011215,0.0001060719,0.00008304824,0.0000030580322,0.0000044619464,3.550177e-7,0.0000020488333,0.47556782,0.5238909,0.00019718937],"about_ca_topic_score_codex":0.0023874901,"about_ca_topic_score_gemma":0.01847681,"teacher_disagreement_score":0.5056252,"about_ca_system_score_codex":0.00016021752,"about_ca_system_score_gemma":0.0002455019,"threshold_uncertainty_score":0.9999689},"labels":[],"label_agreement":null},{"id":"W2309326828","doi":"10.4337/9781035304967.00022","title":"Some Aspects of Monetarism circa 1970: A View from 1994","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"Western University","funders":"","keywords":"Monetarism; Economics; Keynesian economics; Monetary policy","score_opus":0.0304814073696148,"score_gpt":0.20434950401961513,"score_spread":0.17386809665000033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309326828","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":[0.0012272943,0.010650954,0.000066966546,0.00043414504,0.0023304238,0.0004093606,0.0021149202,0.00015404598,0.9826119],"genre_scores_gemma":[0.32569394,0.0014035912,0.0009221501,0.0042826743,0.008531968,0.000060128972,0.0009920942,0.0006169162,0.6574965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964581,0.000022713895,0.0017640365,0.0010835263,0.00007635446,0.00059526984],"domain_scores_gemma":[0.9962936,0.00020489535,0.0018555856,0.0013211891,0.000042596082,0.00028212648],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095429743,0.00067554833,0.0017377012,0.0006987683,0.00014285809,0.00069071475,0.0012423173,0.0011045448,0.0026995267],"category_scores_gemma":[0.00016539544,0.00086466194,0.0006605723,0.00003422188,0.00023631305,0.0010582455,0.0003308786,0.0012990792,0.0014280863],"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":[0.00001983726,0.000021910511,0.000028392915,0.000110485846,0.00040137448,0.00001821922,0.00088787597,0.000015271258,0.0000037104032,0.9906467,0.004866729,0.002979498],"study_design_scores_gemma":[0.0004365,0.00003965047,0.000044075772,0.00021482854,0.00003083037,0.0000034084785,0.0000054094126,0.0000061650317,0.000043286247,0.59789,0.40078166,0.0005041697],"about_ca_topic_score_codex":0.003708738,"about_ca_topic_score_gemma":0.0002862945,"teacher_disagreement_score":0.39591494,"about_ca_system_score_codex":0.00042170976,"about_ca_system_score_gemma":0.00026785082,"threshold_uncertainty_score":0.9993804},"labels":[],"label_agreement":null},{"id":"W2345115697","doi":"10.4337/9781848447448.00034","title":"Pricing for Nonprofit Organizations","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","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 British Columbia","funders":"","keywords":"Business","score_opus":0.02753239208776055,"score_gpt":0.2788982329460829,"score_spread":0.25136584085832236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345115697","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":[0.000042157553,0.00014876813,0.00247187,0.000910983,0.0017251545,0.0010377271,0.000044608358,0.0006408564,0.99297786],"genre_scores_gemma":[0.0041580196,0.00004162322,0.002904335,0.00077544164,0.005058808,0.00003730008,0.00013239335,0.00018953979,0.98670256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739593,0.000040438143,0.00047972018,0.0006252897,0.00074480654,0.00071383413],"domain_scores_gemma":[0.9979469,0.00035427985,0.00033546938,0.00044363312,0.0006326068,0.00028709482],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012698496,0.00040211156,0.00047374476,0.00032051402,0.0012904324,0.0021208818,0.0008840384,0.000836246,0.00041122985],"category_scores_gemma":[0.0016275287,0.0004474776,0.00023498916,0.00009223715,0.00016911044,0.0008060559,0.00011535173,0.0007442877,0.00006608436],"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":[0.000012740218,0.000010236399,0.0000679307,0.000076662436,0.000094970455,0.000007776455,0.008028974,0.000002457723,0.00006070879,0.8488667,0.043287396,0.09948346],"study_design_scores_gemma":[0.00020823948,0.000041743988,0.000037010468,0.00019377134,0.00007272659,0.0000016585823,0.00021333795,0.00000901368,0.00006474857,0.036076393,0.9625567,0.0005246528],"about_ca_topic_score_codex":0.00091246486,"about_ca_topic_score_gemma":0.0022232928,"teacher_disagreement_score":0.9192693,"about_ca_system_score_codex":0.0004939719,"about_ca_system_score_gemma":0.00091671787,"threshold_uncertainty_score":0.9997977},"labels":[],"label_agreement":null},{"id":"W2345318600","doi":"10.4337/9781785365867","title":"Judges as Guardians of Constitutionalism and Human Rights","year":2016,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","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":"Centre for International Governance Innovation","funders":"","keywords":"Constitutionalism; Politics; Political science; Yardstick; Law and economics; Prosperity; Rule of law; State (computer science); Order (exchange); Human rights; Action (physics); Argument (complex analysis); Law; Democracy; Sociology; Economics; Mathematics","score_opus":0.01723134283194457,"score_gpt":0.2833279333909069,"score_spread":0.26609659055896234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345318600","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":[0.0021553386,0.00006848948,0.000012918297,0.0007817636,0.001048146,0.00029073772,0.0001604157,0.00011632834,0.99536586],"genre_scores_gemma":[0.08053744,0.0000026000364,0.00006372635,0.00022921151,0.0025628249,0.000012995384,0.000093741306,0.00002555323,0.9164719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976002,0.00013443443,0.00042674132,0.00043268714,0.0010507522,0.00035515788],"domain_scores_gemma":[0.9983004,0.00028387038,0.00037982894,0.0002720305,0.00056461204,0.00019931293],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000876756,0.00026626998,0.0004177185,0.00028485054,0.0013005612,0.0008416423,0.0006948291,0.0005825541,0.0011424597],"category_scores_gemma":[0.00013737156,0.00021188513,0.00018809212,0.000013408567,0.0018816248,0.0007023043,0.00013385435,0.0004162869,0.00009627782],"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":[0.000004872175,0.000008389063,0.00001011973,0.000021426578,0.00009565894,0.000016673319,0.0012432218,3.230862e-8,0.0000067085125,0.89888513,0.09952086,0.00018690042],"study_design_scores_gemma":[0.00013640494,0.000015087152,0.000021119315,0.00017122844,0.000024308132,0.0000028641164,0.000006736486,2.1812767e-8,0.000020642427,0.47930682,0.52013785,0.00015692957],"about_ca_topic_score_codex":0.003589584,"about_ca_topic_score_gemma":0.007360199,"teacher_disagreement_score":0.42061698,"about_ca_system_score_codex":0.0003439154,"about_ca_system_score_gemma":0.0012812638,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W2404919534","doi":"10.4337/9781848445079.00033","title":"Silicon Somewhere: Is There a Need for Cluster Policy?","year":2008,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Silicon valley; Enthusiasm; Venture capital; Entrepreneurship; Political science; Openness to experience; Management; Engineering; Economic history; History; Law; Economics","score_opus":0.04722381745690917,"score_gpt":0.3058232319843808,"score_spread":0.2585994145274716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404919534","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":[0.16278875,0.000120014316,0.0001339169,0.07518243,0.00080490584,0.00073303725,0.000021239648,0.00030727894,0.75990844],"genre_scores_gemma":[0.69516164,0.00006819606,0.0010908014,0.016342578,0.0051630572,0.00012985128,0.000022894399,0.00005946689,0.2819615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980271,0.00013409498,0.00026665124,0.00031295046,0.00057046197,0.00068877026],"domain_scores_gemma":[0.99885297,0.00030568457,0.00012509596,0.00023634208,0.00021319026,0.00026672086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008469105,0.00018715781,0.00022285085,0.0002294267,0.0011075337,0.0008056054,0.0006417006,0.00027400727,0.00011504147],"category_scores_gemma":[0.0008573749,0.0001738774,0.00018472405,0.00021745713,0.00029150798,0.0009907049,0.00009375145,0.00023185319,0.000087583445],"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":[0.000043447068,0.00002422813,0.0041923407,0.000020324864,0.000055078046,0.0000032089558,0.065743335,8.683433e-7,0.000043840962,0.11514337,0.80302167,0.01170826],"study_design_scores_gemma":[0.0005525922,0.000023191735,0.0029067707,0.00002193924,0.000006393478,0.0000042007155,0.0010128628,0.000012729164,0.00014467158,0.015179921,0.9798847,0.00025005394],"about_ca_topic_score_codex":0.006260481,"about_ca_topic_score_gemma":0.0011080134,"teacher_disagreement_score":0.5323729,"about_ca_system_score_codex":0.00019763937,"about_ca_system_score_gemma":0.0013489752,"threshold_uncertainty_score":0.94640166},"labels":[],"label_agreement":null},{"id":"W2416779180","doi":"10.4337/9781781955901.00024","title":"Pressuring ‘suspect orthodoxy’: traditional knowledge and the patent system","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","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":"Suspect; Orthodoxy; Political science; Philosophy; Law; Theology","score_opus":0.15821458955278753,"score_gpt":0.2241529757470699,"score_spread":0.06593838619428238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416779180","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":[0.00005211076,0.011229862,0.0000083073655,0.00052630785,0.002383671,0.0004893757,0.00056538667,0.00030112723,0.98444384],"genre_scores_gemma":[0.08127353,0.00010016276,0.000019546005,0.00015040168,0.0059489105,0.00008040801,0.0002012309,0.00011896913,0.9121068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979456,0.00010323321,0.00051309227,0.0004938407,0.0005832027,0.00036103564],"domain_scores_gemma":[0.99828774,0.00033264537,0.00033802792,0.00042357753,0.00045154803,0.00016647145],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011714142,0.0005020631,0.00067989976,0.00016845392,0.000987407,0.00292182,0.0005196672,0.00020083971,0.00032927794],"category_scores_gemma":[0.00011490512,0.00034570595,0.00024825978,0.0000057820434,0.0009016287,0.0004933678,0.0004170299,0.0008480415,0.0000970377],"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":[0.00004379098,0.000007577226,0.0000010142677,0.00021164892,0.00026804116,0.000020548392,0.013085218,2.3285278e-7,7.1426754e-8,0.72592586,0.25912294,0.0013130419],"study_design_scores_gemma":[0.000974632,0.00003147283,0.0000084703115,0.000568186,0.0002510016,0.000034141205,0.0018200775,0.000017060429,7.9558964e-7,0.038162734,0.9577127,0.0004187205],"about_ca_topic_score_codex":0.00037345677,"about_ca_topic_score_gemma":0.0021805072,"teacher_disagreement_score":0.69858974,"about_ca_system_score_codex":0.00016511377,"about_ca_system_score_gemma":0.0001586296,"threshold_uncertainty_score":0.9998995},"labels":[],"label_agreement":null},{"id":"W2418308875","doi":"10.4337/9781783476237.00025","title":"Multilateral environmental agreements and illegality","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","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":"Environmental science; Business","score_opus":0.02532053532448069,"score_gpt":0.2190851518771505,"score_spread":0.1937646165526698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418308875","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":[0.01580246,0.00007871867,0.000042693096,0.0012506769,0.00037353646,0.0002466975,0.000094255585,0.000110589,0.98200035],"genre_scores_gemma":[0.12399531,0.000029761113,0.00024835212,0.0028274984,0.00019138565,0.000012260976,0.000057146226,0.000055470024,0.8725828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997949,0.000046996844,0.0004063866,0.00072508235,0.00049560785,0.00037689446],"domain_scores_gemma":[0.99895275,0.00006629637,0.0002657445,0.0004823561,0.000007802327,0.00022503016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032311826,0.00041139283,0.00034231006,0.000089964706,0.00025867156,0.0003268473,0.00044260995,0.00051243935,0.00850115],"category_scores_gemma":[0.000050863648,0.0003447681,0.00013792433,0.000007767854,0.000676223,0.00071665796,0.000711738,0.0004914155,0.0010709458],"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":[0.00020412315,0.000120202276,0.11792579,0.000085607484,0.0009247066,0.00024832285,0.002405552,0.0000044725325,0.002517105,0.047346544,0.36996713,0.45825046],"study_design_scores_gemma":[0.0005538563,0.000040197683,0.020428102,0.00007065255,0.000095676725,0.000024073348,0.000021097148,0.00001532167,0.00009298306,0.00955023,0.9685076,0.00060021406],"about_ca_topic_score_codex":0.000103602266,"about_ca_topic_score_gemma":0.00013303907,"teacher_disagreement_score":0.5985405,"about_ca_system_score_codex":0.0002301201,"about_ca_system_score_gemma":0.000021011776,"threshold_uncertainty_score":0.99990046},"labels":[],"label_agreement":null},{"id":"W2483168961","doi":"10.4337/9781783479900","title":"National Courts and EU Law","year":2016,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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":"Centre for International Governance Innovation","funders":"","keywords":"Political science; Law; European Union law; European union; Business; International trade","score_opus":0.03138479841369022,"score_gpt":0.2799806752875187,"score_spread":0.24859587687382848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483168961","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":[0.000006471548,0.00032031577,0.000010986738,0.0037770495,0.0013476699,0.00016747453,0.000112429574,0.00016522652,0.9940924],"genre_scores_gemma":[0.0024145718,0.000102278835,0.00009281066,0.00482331,0.0042184605,0.000010536906,0.00003327763,0.000046017067,0.9882587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976049,0.00013238877,0.0002693589,0.00039609984,0.0012725333,0.00032469173],"domain_scores_gemma":[0.99844295,0.00039117032,0.00020869971,0.00013185051,0.0006640427,0.00016130005],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013871856,0.00022189453,0.000247546,0.00011566929,0.00076977065,0.0015767216,0.00052119343,0.00025754308,0.00023781465],"category_scores_gemma":[0.0008149186,0.00018918596,0.00010218875,0.000012473701,0.00078733265,0.0007650375,0.00024539095,0.00039337165,0.00017964201],"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":[0.000002596854,0.0000025751485,0.0000017367523,0.000006376792,0.000042622883,0.000004184621,0.0006264306,1.9323714e-8,6.7054236e-7,0.5832548,0.41490754,0.0011504289],"study_design_scores_gemma":[0.00013920885,0.000012368521,0.00001647919,0.00016187872,0.000012138316,0.0000018051508,0.000031972642,4.276159e-7,0.0000019783456,0.11742677,0.8819769,0.00021804428],"about_ca_topic_score_codex":0.00031726947,"about_ca_topic_score_gemma":0.0012635743,"teacher_disagreement_score":0.4670694,"about_ca_system_score_codex":0.0004027338,"about_ca_system_score_gemma":0.00083394384,"threshold_uncertainty_score":0.99945974},"labels":[],"label_agreement":null},{"id":"W2494968406","doi":"10.4337/9781848443853.00022","title":"New Technologies and Mergers","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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":"Intellectual property; Doctrine; Competition (biology); Competition law; Business; Law and economics; Industrial organization; International trade; Political science; Economics; Law; Market economy","score_opus":0.021204070040242405,"score_gpt":0.18706916520073386,"score_spread":0.16586509516049144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494968406","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":[0.00020718241,0.0013704458,0.000051878407,0.002057308,0.0010304416,0.00025678467,0.000007685645,0.0011041011,0.9939142],"genre_scores_gemma":[0.005745262,0.00040524683,0.00047350637,0.0020498426,0.0036370347,0.000011965893,0.000079750855,0.00019076336,0.9874066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980503,0.000002091074,0.00038246208,0.0006322992,0.0005230012,0.00040986825],"domain_scores_gemma":[0.99860877,0.00003378354,0.0006254567,0.00053917477,0.00016475545,0.00002808844],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00020769816,0.0005057038,0.0004964698,0.0004357328,0.00026001772,0.0023521683,0.00065748335,0.00063016865,0.00023808486],"category_scores_gemma":[0.00017296318,0.00048581813,0.00016301799,0.000059233844,0.00017687747,0.0023591137,0.0007079124,0.00082993327,0.00024835617],"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":[0.000012313099,0.0000022270679,0.00005357555,0.00006976448,0.000051284267,0.000067876004,0.000029880915,8.615548e-7,0.000008613939,0.2146041,0.60374665,0.18135287],"study_design_scores_gemma":[0.00025913562,0.0000071005034,0.000051697913,0.0002087946,0.00006443987,0.000008905747,0.00003671396,0.0000145960485,0.000012499761,0.037213087,0.9615677,0.0005553327],"about_ca_topic_score_codex":0.00094155903,"about_ca_topic_score_gemma":0.00044507388,"teacher_disagreement_score":0.35782105,"about_ca_system_score_codex":0.00005949386,"about_ca_system_score_gemma":0.00013464918,"threshold_uncertainty_score":0.9997594},"labels":[],"label_agreement":null},{"id":"W2522260411","doi":"10.4337/9780857934741.00019","title":"Maritime limits and boundaries in the Arctic Ocean: agreements and disputes","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Maritime boundary; Arctic; The arctic; Oceanography; Geography; Political science; Law; International law; Geology","score_opus":0.04683045103407335,"score_gpt":0.2862113820264366,"score_spread":0.23938093099236324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522260411","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":[0.00026857379,0.0028852338,0.0000036264057,0.023131885,0.00043114214,0.0004235044,0.000030415238,0.000058378864,0.97276723],"genre_scores_gemma":[0.27913284,0.00062839733,0.00019529727,0.002298913,0.0015603125,0.000016776245,0.000021154854,0.000059306985,0.716087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978429,0.00014873326,0.00031252502,0.00042148455,0.00078814506,0.00048618976],"domain_scores_gemma":[0.9988328,0.00040622015,0.00018824935,0.00025312803,0.00013079304,0.00018880694],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018517156,0.00031444625,0.00039867224,0.00016378054,0.0013698679,0.0034405168,0.0004889119,0.000357222,0.000032859763],"category_scores_gemma":[0.0010184996,0.00023166131,0.00006236874,0.00003262524,0.0023408434,0.00059150235,0.0003369317,0.0007199709,0.00001035943],"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":[0.00001289105,0.000008272308,0.0017952091,0.00006922205,0.000097370925,0.000029282755,0.06356479,2.9995057e-8,4.4898325e-8,0.7449396,0.17589347,0.013589806],"study_design_scores_gemma":[0.00020168115,0.000032961572,0.0014284379,0.00018988116,0.00005066937,0.0000064706855,0.0027264478,8.7985876e-7,6.4582736e-8,0.18492237,0.8101985,0.00024165535],"about_ca_topic_score_codex":0.006182501,"about_ca_topic_score_gemma":0.015163177,"teacher_disagreement_score":0.634305,"about_ca_system_score_codex":0.00014082564,"about_ca_system_score_gemma":0.00043335007,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null},{"id":"W2522663718","doi":"10.4337/9781783475896.00019","title":"The financial transaction tax project","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Taxation and Avoidance","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":"Montreal Council on Foreign Relations","funders":"","keywords":"Business; Database transaction; Finance; Database; Computer science","score_opus":0.03196712126203671,"score_gpt":0.22465946854979343,"score_spread":0.19269234728775672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522663718","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":[0.000037618775,0.00013010814,0.00043788002,0.0019390377,0.0033755496,0.0005853806,0.00001450366,0.00030523102,0.9931747],"genre_scores_gemma":[0.009115504,0.000027857623,0.000049397997,0.001460631,0.008236465,0.00005373673,0.00009912928,0.0001171032,0.98084015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980229,0.000009250184,0.000438284,0.0005147942,0.00061553356,0.00039921835],"domain_scores_gemma":[0.9972926,0.00006159461,0.0014361674,0.0007835283,0.00040628546,0.00001985189],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00088859996,0.00043296794,0.0003413501,0.00026812663,0.0016185616,0.010059989,0.0010805922,0.00042059616,0.00015105665],"category_scores_gemma":[0.00053668953,0.00033922755,0.00027051702,0.00002482953,0.0001787872,0.0025467768,0.00017132935,0.0010030583,0.00039127358],"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":[0.00006587761,0.00000796527,0.000013368571,0.00012703815,0.00004312469,0.00002229856,0.000070856404,0.0000022721335,0.000014051318,0.382435,0.29776642,0.31943172],"study_design_scores_gemma":[0.00027965094,0.000006357385,0.000089701425,0.0001634293,0.00005834551,0.0000027178085,0.000014707465,0.00012304388,0.000006910085,0.039801084,0.9590388,0.0004152772],"about_ca_topic_score_codex":0.000496195,"about_ca_topic_score_gemma":0.0030289846,"teacher_disagreement_score":0.66127235,"about_ca_system_score_codex":0.000083064486,"about_ca_system_score_gemma":0.000259171,"threshold_uncertainty_score":0.999906},"labels":[],"label_agreement":null},{"id":"W2526842560","doi":"10.4337/9781785365263.00011","title":"Amendment and revision in the unmaking of constitutions","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","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":"Constitution; Reinterpretation; Constitutional amendment; Originalism; Amendment; Political science; Law; Skepticism; Presupposition; Scholarship; Constitutionalism; Epistemology; Sociology; Democracy; Philosophy; Politics","score_opus":0.04395632204613078,"score_gpt":0.286041925199235,"score_spread":0.2420856031531042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526842560","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":[0.00025251493,0.0014942291,0.000032066237,0.0024659552,0.0004999922,0.00043161787,0.0000256962,0.000024937699,0.994773],"genre_scores_gemma":[0.89677936,0.00083692843,0.0001404655,0.0010234409,0.0007840647,0.000012976744,0.000017978018,0.000017802235,0.10038698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984829,0.000081392376,0.00032603298,0.00025124536,0.0006407841,0.00021765933],"domain_scores_gemma":[0.999084,0.0003293849,0.00022404891,0.00017750126,0.00014152341,0.000043521057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014214083,0.00016032161,0.00030580984,0.00013957702,0.0005179772,0.00036399724,0.0003681627,0.00021787628,0.000051549276],"category_scores_gemma":[0.0003445558,0.00012298043,0.00009116132,0.000038032565,0.0011572755,0.00026011278,0.00015877813,0.000447606,0.000013800135],"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":[0.000004256932,0.0000053711724,0.00012342547,0.000016490172,0.000024689985,0.0000050457584,0.003787821,9.576805e-7,0.0000018855825,0.9838841,0.0033924666,0.008753498],"study_design_scores_gemma":[0.00011541863,0.00001736747,0.000094313924,0.00055655837,0.00003464569,0.0000019248441,0.0013173621,4.7667956e-7,0.0000013101389,0.104817875,0.89289784,0.00014488016],"about_ca_topic_score_codex":0.0029242479,"about_ca_topic_score_gemma":0.0034132684,"teacher_disagreement_score":0.8965269,"about_ca_system_score_codex":0.00012176861,"about_ca_system_score_gemma":0.00061516603,"threshold_uncertainty_score":0.50149965},"labels":[],"label_agreement":null},{"id":"W2564765973","doi":"10.4337/9781788111171.00026","title":"Developing the North American carbon market: prospects for sustainable linking","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":11,"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":"Sustainability; Carbon tax; Revenue; Carbon market; Emissions trading; Business; Economics; Natural resource economics; Political science; Greenhouse gas; Finance; Ecology","score_opus":0.07220493314758258,"score_gpt":0.24489111995760363,"score_spread":0.17268618681002104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564765973","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":[0.0014157958,0.0006350055,0.00019518065,0.00257207,0.0010228858,0.0012514696,0.00034282784,0.00013648263,0.9924283],"genre_scores_gemma":[0.026650429,0.00035535233,0.00094428076,0.0017485106,0.0036711425,0.0003230528,0.00024537442,0.0003735766,0.9656883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688464,0.000010209261,0.0009730135,0.0009675839,0.00008354989,0.0010809891],"domain_scores_gemma":[0.9959151,0.00025625134,0.0021927056,0.0012838984,0.00019428712,0.00015772012],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016749483,0.00058867136,0.0010853843,0.00044704802,0.0010273182,0.0040288367,0.0015638894,0.00036690902,0.000054427357],"category_scores_gemma":[0.00072105066,0.0006104967,0.00038612814,0.000029355857,0.0003019441,0.0006733989,0.0006198113,0.00087672245,0.000052098076],"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":[0.00003833684,0.0000059314198,0.0023924683,0.0003627098,0.00022774274,0.0000146957545,0.0010817269,0.0000032750847,5.5297534e-8,0.9815025,0.010079155,0.0042914087],"study_design_scores_gemma":[0.0002852801,0.00004481977,0.0007508111,0.00010892289,0.000026724647,0.000005987101,0.00009147891,0.00021725894,0.0000029551454,0.21787116,0.7798912,0.00070344046],"about_ca_topic_score_codex":0.0016549311,"about_ca_topic_score_gemma":0.0036617708,"teacher_disagreement_score":0.769812,"about_ca_system_score_codex":0.0009263602,"about_ca_system_score_gemma":0.00024262116,"threshold_uncertainty_score":0.9996346},"labels":[],"label_agreement":null},{"id":"W2565500642","doi":"10.4337/9781785365003","title":"Institutions and Evolution of Capitalism","year":2019,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","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":"University of Victoria","funders":"","keywords":"Capitalism; Business; Economics; Political science; Law; Politics","score_opus":0.0314879982925845,"score_gpt":0.2076065951158858,"score_spread":0.1761185968233013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565500642","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":[0.0028198967,0.0031502491,0.0011988239,0.00017786668,0.0024190042,0.0003677488,0.0011642674,0.00008273895,0.9886194],"genre_scores_gemma":[0.23156959,0.00007466572,0.00032406693,0.00017207944,0.00054589304,0.000024161844,0.00021199654,0.0000572352,0.7670203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806905,0.000019388053,0.000946344,0.0006064236,0.000051198007,0.00030758916],"domain_scores_gemma":[0.9982148,0.0000860898,0.0008375125,0.0006588648,0.00007967263,0.0001230856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085778296,0.0003033179,0.0007534245,0.000644144,0.00019903987,0.00040510265,0.00048564735,0.0006277293,0.00019809505],"category_scores_gemma":[0.00031022207,0.00038334818,0.0002215204,0.000050091498,0.00041636388,0.0012145068,0.00023096397,0.00065194565,0.00044896422],"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":[0.0000058844016,0.000015055051,0.0003029186,0.00011953121,0.00010294058,0.0000013685012,0.00037682152,0.000024356472,0.0000028585619,0.9687443,0.029992323,0.00031168186],"study_design_scores_gemma":[0.00030067065,0.000033409142,0.0003117808,0.00012036986,0.000020292753,0.000010247641,0.000033218883,0.000040355597,0.000005740605,0.35563636,0.64316994,0.00031763007],"about_ca_topic_score_codex":0.00027227608,"about_ca_topic_score_gemma":0.00008415005,"teacher_disagreement_score":0.6131776,"about_ca_system_score_codex":0.0006450881,"about_ca_system_score_gemma":0.0006584735,"threshold_uncertainty_score":0.99986184},"labels":[],"label_agreement":null},{"id":"W2586528830","doi":"10.4337/9781784718671.00021","title":"Flag-bearers of a new era? The evolution of new regulatory institutions in India (1991–2016)","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","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); Quarter (Canadian coin); State (computer science); Public administration; Political science; Process (computing); Geography","score_opus":0.047095347850052455,"score_gpt":0.23649426135965018,"score_spread":0.18939891350959773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586528830","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":[0.0025875596,0.0034365896,0.0003866374,0.0006017621,0.0014521552,0.00045404787,0.00022892955,0.000041019422,0.9908113],"genre_scores_gemma":[0.48822364,0.00010490016,0.00032214602,0.0001359302,0.00057996204,0.000008347868,0.00006891682,0.000057389843,0.51049876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978377,0.000014141897,0.0011492231,0.00048640303,0.00019093938,0.0003215784],"domain_scores_gemma":[0.99697393,0.000048694135,0.0016537124,0.0010353407,0.00012440895,0.00016390107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078568293,0.0003184858,0.0007698137,0.00066880335,0.00018435623,0.00031927816,0.0009880499,0.0006277122,0.00017179092],"category_scores_gemma":[0.0007308141,0.00032298706,0.00034488094,0.00006211596,0.00031567996,0.0007251053,0.00021460258,0.00063858775,0.000088379464],"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":[0.000021787095,0.00001083886,0.00094185554,0.000038303162,0.000054872227,0.0000020294808,0.00066074345,0.000035987192,0.0000034493787,0.9474197,0.041795146,0.009015303],"study_design_scores_gemma":[0.00048378986,0.000032108303,0.04250819,0.0003104001,0.00001920218,0.0000024192911,0.00003815111,0.000012945096,0.0000114527775,0.2762995,0.68001145,0.00027041257],"about_ca_topic_score_codex":0.007487524,"about_ca_topic_score_gemma":0.0012788973,"teacher_disagreement_score":0.67112017,"about_ca_system_score_codex":0.00053513545,"about_ca_system_score_gemma":0.0014298272,"threshold_uncertainty_score":0.9999222},"labels":[],"label_agreement":null},{"id":"W2591437909","doi":"10.4337/9781784710774.00033","title":"Regional economic development: institutions, innovation and policy","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Restructuring; Agency (philosophy); Context (archaeology); Corporate governance; Globalization; European union; Public policy; Government (linguistics); Political science; Regionalism (politics); Economic system; Economic growth; Economic geography; Regional science; Economics; Economic policy; Politics; Sociology; Geography; Democracy","score_opus":0.0714359581445152,"score_gpt":0.30851241923582695,"score_spread":0.23707646109131175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591437909","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":[0.0003226402,0.00011620728,0.000045177483,0.014015497,0.0006975864,0.00029372962,0.000023792432,0.00017078502,0.98431456],"genre_scores_gemma":[0.0038903195,0.00021261339,0.0006504925,0.0021190715,0.0044223783,0.000027615677,0.00012941784,0.000054011205,0.9884941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793774,0.00004463872,0.00055511476,0.0004745389,0.0005329027,0.00045505437],"domain_scores_gemma":[0.99879706,0.00014301714,0.0004011509,0.00021853569,0.00023760519,0.00020261979],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010343413,0.00033178937,0.00030741497,0.0011029779,0.0010339386,0.0011557322,0.0005031698,0.0006357507,0.00019096187],"category_scores_gemma":[0.0003086529,0.0003156445,0.00007000308,0.00006259781,0.0006394729,0.0011374588,0.00019384772,0.00039744758,0.00031287898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006893523,0.0000017784074,0.000036624242,0.000011222286,0.00005268012,0.00000242321,0.0022962638,7.739264e-8,0.0000015391776,0.85814625,0.064628206,0.074816056],"study_design_scores_gemma":[0.00018275765,0.0000048637767,0.00017054127,0.0001816193,0.000007026218,0.0000047825024,0.000031083433,1.1802199e-7,0.000004342968,0.16222203,0.8368415,0.00034931692],"about_ca_topic_score_codex":0.0005698041,"about_ca_topic_score_gemma":0.0013023501,"teacher_disagreement_score":0.77221334,"about_ca_system_score_codex":0.0010711239,"about_ca_system_score_gemma":0.008795257,"threshold_uncertainty_score":0.99992955},"labels":[],"label_agreement":null},{"id":"W2596903121","doi":"10.4337/9781784711962.00022","title":"Climate change and settlement level impacts","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"","keywords":"Settlement (finance); Climate change; Geography; Environmental science; Climatology; Geology; Business; Oceanography","score_opus":0.21567297902680796,"score_gpt":0.31588165575555593,"score_spread":0.10020867672874798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596903121","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":[0.00033030796,0.00051156426,0.000048941558,0.007068026,0.0014742397,0.0010214789,0.0012019272,0.0003244673,0.98801905],"genre_scores_gemma":[0.014363858,0.0034192735,0.00079107436,0.0030630606,0.009748819,0.00020802584,0.00062554807,0.0003188496,0.96746147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691546,0.000104018014,0.0004943217,0.00064609444,0.001045993,0.000794131],"domain_scores_gemma":[0.9980119,0.00025270972,0.0005539835,0.00040031542,0.00038562866,0.00039546497],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020653026,0.00044009392,0.00042524023,0.0003667807,0.00082028506,0.0018742274,0.00044837117,0.000674443,0.0005810246],"category_scores_gemma":[0.00042430864,0.0004044179,0.00014126298,0.000032417633,0.00042624996,0.0017300436,0.00026129346,0.00042726225,0.00014982051],"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":[0.000024779072,0.000010160275,0.00015317081,0.00012261758,0.00006963373,0.000015679047,0.047617,2.9578578e-8,0.00004388503,0.74005055,0.03336978,0.17852274],"study_design_scores_gemma":[0.00041814125,0.00005345565,0.0005292635,0.0007858672,0.0000756565,0.0000035966725,0.0013908276,0.0000030321269,0.000019121679,0.026863199,0.9692169,0.0006409358],"about_ca_topic_score_codex":0.0008903375,"about_ca_topic_score_gemma":0.022937914,"teacher_disagreement_score":0.9358471,"about_ca_system_score_codex":0.0006330865,"about_ca_system_score_gemma":0.00028323688,"threshold_uncertainty_score":0.9998408},"labels":[],"label_agreement":null},{"id":"W2614105263","doi":"10.4337/9781784718770.00023","title":"Health policy and territorial politics: disciplinary misunderstandings and directions for research","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Public Health Policies and Epidemiology","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":"European Commission; Queen's University; McGill University; Princeton University; Yale University","keywords":"Politics; Mainstream; Federalism; Skepticism; Comparative politics; Political science; State (computer science); Discipline; Political economy; Public administration; Social science; Sociology; Epistemology; Law","score_opus":0.12436326809074659,"score_gpt":0.3884505381386025,"score_spread":0.26408727004785587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614105263","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":[0.00024891042,0.0005276154,0.0000967998,0.17922023,0.003576266,0.0011701132,0.00016062397,0.00025427822,0.8147452],"genre_scores_gemma":[0.0066875364,0.00050629297,0.0011674694,0.054791737,0.23163234,0.0002538021,0.00071287353,0.00053057034,0.70371735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996313,0.000055198878,0.00076469727,0.00085024454,0.00048255376,0.0015343571],"domain_scores_gemma":[0.99749714,0.00072093937,0.0004909965,0.00042731588,0.0006234428,0.00024018643],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004522102,0.0004438056,0.0008010227,0.0012989449,0.0020480002,0.002954468,0.00042868883,0.00068829773,0.000039092458],"category_scores_gemma":[0.0027375424,0.00042435198,0.00011711,0.000095565825,0.00080060057,0.0011925496,0.0010697391,0.0009512256,0.000024061907],"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":[0.00001828932,0.0000048778998,0.000014269214,0.00042113106,0.000029643532,8.268726e-7,0.00015258341,7.8830325e-8,3.0855668e-7,0.51310563,0.4840489,0.0022034291],"study_design_scores_gemma":[0.0003181471,0.00008336577,0.00004125239,0.0002104966,0.000017823473,0.000008417412,0.00018331346,0.00007021273,5.686064e-8,0.33792642,0.6609056,0.00023488162],"about_ca_topic_score_codex":0.03103149,"about_ca_topic_score_gemma":0.00206772,"teacher_disagreement_score":0.22805607,"about_ca_system_score_codex":0.00061356154,"about_ca_system_score_gemma":0.0006653535,"threshold_uncertainty_score":0.9998208},"labels":[],"label_agreement":null},{"id":"W2621209877","doi":"10.4337/9781784712167.00007","title":"Graduate migration in Canada","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Health Workforce Issues","field":"Health Professions","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":"Graduation (instrument); Bachelor; Context (archaeology); Demographic economics; Human capital; Political science; Exploratory analysis; Geography; Sociology; Economic growth; Economics; Engineering; Law","score_opus":0.09416599882933661,"score_gpt":0.36091304055217727,"score_spread":0.26674704172284064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621209877","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":[0.0017151796,0.00036034844,0.0000056154636,0.004898469,0.0061059124,0.0014906254,0.00015724926,0.00017669365,0.9850899],"genre_scores_gemma":[0.039322678,0.00011795713,0.00016971037,0.0031907454,0.0017946379,0.00013450276,0.00036021514,0.00018755245,0.954722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950239,0.00023493943,0.00140205,0.00080261903,0.0011960781,0.0013403932],"domain_scores_gemma":[0.99561936,0.0005076438,0.0014380055,0.0014299701,0.0005142666,0.0004907423],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001511328,0.0006196948,0.0009657709,0.00031094663,0.0011816007,0.00032969163,0.0012397253,0.0010989916,0.00061961624],"category_scores_gemma":[0.0008521354,0.0006278307,0.00012749567,0.00001984719,0.00008550142,0.0006494605,0.00044438918,0.0044578062,0.0003389928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00006298205,0.0000054282714,0.0042328066,0.00062684633,0.000050676837,0.00019756544,0.00218455,0.000006233877,0.0000010215679,0.04799323,0.9165358,0.028102858],"study_design_scores_gemma":[0.000492666,0.000022652603,0.0016943747,0.0036844262,0.00002645714,0.000002891069,0.00036445507,0.00003732734,0.0000019314612,0.016699068,0.9764348,0.00053890713],"about_ca_topic_score_codex":0.9725918,"about_ca_topic_score_gemma":0.9984734,"teacher_disagreement_score":0.059899043,"about_ca_system_score_codex":0.004973953,"about_ca_system_score_gemma":0.01254067,"threshold_uncertainty_score":0.9996173},"labels":[],"label_agreement":null},{"id":"W2741479192","doi":"10.4337/9781781953426.00015","title":"The role of key foreign employees in successful development: do we need a wider research scope for internationalization studies?","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Eesti Teadusfondi","keywords":"Internationalization; Scope (computer science); Entrepreneurship; International business; Public relations; Marketing; Field (mathematics); Business; Political science; Emerging markets; Management; Economics; International trade","score_opus":0.057408600883847076,"score_gpt":0.2924273629441626,"score_spread":0.23501876206031552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741479192","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":[0.0019356196,0.0036753055,0.0002910397,0.0016125541,0.0010535693,0.0015528573,0.000014090685,0.00008222975,0.98978275],"genre_scores_gemma":[0.45512748,0.0007194597,0.0016311263,0.00093913305,0.0073283412,0.0015764537,0.00068533164,0.0005242343,0.53146845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968897,0.000019789206,0.0009093548,0.0004932498,0.0012260167,0.00046190814],"domain_scores_gemma":[0.9940444,0.00056012766,0.0007172471,0.00032803073,0.004331235,0.000018954952],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021689765,0.00035820119,0.00043746707,0.0011332363,0.0004613271,0.0032403944,0.001169982,0.00028352617,0.00016796941],"category_scores_gemma":[0.0013429765,0.00027870407,0.00013811167,0.00013936003,0.00021112036,0.0022315704,0.0007609939,0.00051725155,0.00008865742],"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":[0.00007396845,0.000020343832,0.0006383104,0.00029413684,0.00020691188,0.0000020975306,0.00034474378,0.00001732095,0.000010313613,0.93057483,0.022932047,0.044884946],"study_design_scores_gemma":[0.0003467502,0.000007681832,0.00014954146,0.0010185251,0.00001672991,4.98161e-7,0.0003963984,0.00022003205,0.00004160602,0.3257101,0.67186666,0.00022547349],"about_ca_topic_score_codex":0.00057701854,"about_ca_topic_score_gemma":0.0010338792,"teacher_disagreement_score":0.64893466,"about_ca_system_score_codex":0.0002515508,"about_ca_system_score_gemma":0.00022361719,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null},{"id":"W2747779460","doi":"10.4337/9781782549048.00021","title":"Ingenuity research: current problems and future prospects","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","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":"McMaster University","funders":"","keywords":"Ingenuity; Current (fluid); Engineering ethics; Engineering; Epistemology; Philosophy; Electrical engineering","score_opus":0.043538200935227325,"score_gpt":0.25029846205734935,"score_spread":0.20676026112212204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747779460","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":[0.00032958965,0.00987901,0.00072965695,0.0010834179,0.008878733,0.0007690209,0.000041905398,0.0014260402,0.9768626],"genre_scores_gemma":[0.09076521,0.006387808,0.0032596823,0.00035957413,0.0783609,0.0006886765,0.0010751388,0.001802098,0.8173009],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978425,0.00002398738,0.00035538292,0.00048111763,0.0007320209,0.0005650197],"domain_scores_gemma":[0.9988223,0.00008165864,0.000060991017,0.00047513488,0.0001845772,0.0003753854],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011052043,0.00040819097,0.00037764348,0.00042244687,0.00014820669,0.0008919467,0.0004170706,0.00069476065,0.00006255708],"category_scores_gemma":[0.00009610023,0.00038654258,0.00008160742,0.000055497087,0.00015713622,0.00023098772,0.00018175843,0.002616763,0.00006416092],"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":[0.000004392186,0.0000118583,0.000008450146,0.004253985,0.00011255146,0.000005388389,0.0017475822,0.000024276816,0.000064927786,0.1122249,0.24424687,0.6372948],"study_design_scores_gemma":[0.00013225123,0.000031303825,0.00007464961,0.00062443054,0.000019212004,0.000009488795,0.000008050975,0.00039704016,0.000024312436,0.016221084,0.9820433,0.0004148231],"about_ca_topic_score_codex":0.000013035081,"about_ca_topic_score_gemma":0.00002385711,"teacher_disagreement_score":0.7377965,"about_ca_system_score_codex":0.0002309191,"about_ca_system_score_gemma":0.00008248585,"threshold_uncertainty_score":0.9998587},"labels":[],"label_agreement":null},{"id":"W2761168502","doi":"10.4337/9781786436870","title":"Central and Local Government Relations in Asia","year":2017,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Russia and Soviet political economy","field":"Social Sciences","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":"Central asia; Local government; Political science; Geography; Public administration; Physical geography","score_opus":0.018445257895193534,"score_gpt":0.25851525365440214,"score_spread":0.24006999575920862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761168502","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":[0.00011336826,0.00011891509,0.00013907754,0.0041083116,0.00081441243,0.00033953768,0.00004029568,0.00006741579,0.99425864],"genre_scores_gemma":[0.095111914,0.000024441972,0.00010211138,0.00031922452,0.0011188637,0.000024372315,0.000022309785,0.00003380262,0.90324295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761385,0.00014154938,0.00038366573,0.00045195664,0.0006555831,0.0007533971],"domain_scores_gemma":[0.99863005,0.00025243114,0.00023194404,0.00038247992,0.000039612754,0.00046346226],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010553282,0.00023623745,0.00039219554,0.00007699804,0.00068343047,0.002489768,0.0006346623,0.00073695235,0.00020170321],"category_scores_gemma":[0.0008338928,0.00025163736,0.00012006782,0.000015707688,0.00084610574,0.0009709851,0.00019674594,0.0009894371,0.000034325443],"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":[0.00000448395,0.000010258888,0.0005167595,0.000018062157,0.000023034223,0.00002389854,0.0032679017,0.0000018094457,4.2586617e-8,0.87527674,0.10192668,0.018930329],"study_design_scores_gemma":[0.00022716401,0.000012992082,0.0020001861,0.00014431952,0.000020801348,0.0000012815211,0.00044793103,0.000025760588,5.0347865e-7,0.08005508,0.916797,0.0002669985],"about_ca_topic_score_codex":0.0020221828,"about_ca_topic_score_gemma":0.0076446733,"teacher_disagreement_score":0.8148703,"about_ca_system_score_codex":0.0015565706,"about_ca_system_score_gemma":0.0018001569,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2768144959","doi":"10.4337/9781785367199.00010","title":"Transparency evolution: more than the right to know","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Transparency (behavior); Enforcement; Business; Corporate governance; Human rights; International trade; Good governance; International economics; Economics; Political science; Law; Finance","score_opus":0.020072646919263394,"score_gpt":0.22731325359150875,"score_spread":0.20724060667224536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768144959","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":[0.000026078906,0.00011501294,0.0002812793,0.016964441,0.0026680569,0.00057316275,0.000031384552,0.00024626724,0.9790943],"genre_scores_gemma":[0.027915826,0.000004505394,0.00010032063,0.028286252,0.0091199465,0.00006800667,0.00026178587,0.00011449711,0.9341289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976289,0.0000085192705,0.0004843583,0.00056973967,0.00092795904,0.00038051885],"domain_scores_gemma":[0.99798095,0.000040104656,0.00054140657,0.0008540321,0.00053519494,0.000048334165],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005592682,0.00047282645,0.00034077166,0.0003554961,0.00096312194,0.0059757973,0.0017619733,0.00031855778,0.0014145207],"category_scores_gemma":[0.00017691069,0.00035168376,0.00030927427,0.000024663477,0.00018778587,0.0025934416,0.0002951544,0.0007204978,0.0014908662],"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":[0.000013671597,0.0000076028705,0.000018102535,0.000035440207,0.000058648726,0.000011416925,0.00007628693,0.0000031872494,0.0000075006233,0.74779475,0.25114623,0.0008271656],"study_design_scores_gemma":[0.0002027096,0.000009233092,0.00019872477,0.0002784715,0.000079705715,0.0000037246716,0.00001267949,0.000096480624,0.000013677603,0.09831151,0.90037495,0.00041810164],"about_ca_topic_score_codex":0.00043891257,"about_ca_topic_score_gemma":0.0010833759,"teacher_disagreement_score":0.64948326,"about_ca_system_score_codex":0.00015171067,"about_ca_system_score_gemma":0.00013078263,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W2772007286","doi":"10.4337/9781785360510.00009","title":"Evidence on finance and economic growth","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":62,"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); Economics; Growth theory; Financial market; Empirical evidence; Finance; Macroeconomics; Public economics; Neoclassical economics; Geography","score_opus":0.028178720691359058,"score_gpt":0.2112390281214628,"score_spread":0.18306030743010376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772007286","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":[0.009095852,0.0006506464,0.000011787895,0.0014650443,0.0020744067,0.00029358632,0.000010938158,0.00023497225,0.9861628],"genre_scores_gemma":[0.13954103,0.0005563655,0.00019319796,0.007492197,0.015413762,0.000044910877,0.00004256923,0.0002392731,0.8364767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802417,0.0000047518574,0.00040160856,0.0008127999,0.0003175974,0.00043910378],"domain_scores_gemma":[0.9986226,0.00013092972,0.0005416367,0.00048629564,0.00021213912,0.000006425445],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005898531,0.0005302189,0.000535832,0.00037762648,0.00040591593,0.0025392503,0.00062557455,0.00035876027,0.00019926671],"category_scores_gemma":[0.00025272815,0.0005035517,0.00014444905,0.000022901555,0.00028687954,0.0022259273,0.000619371,0.0005892247,0.0012086016],"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":[0.00003071015,0.0000037710352,0.00011578226,0.00019031504,0.000051376057,0.000017982953,0.00009281541,5.021543e-7,0.000001681649,0.6758695,0.29945958,0.02416594],"study_design_scores_gemma":[0.00022562043,0.00003903816,0.0007293345,0.0023957086,0.00008304566,0.000003579264,0.0000068191935,0.0000319386,0.000013338176,0.1784048,0.817397,0.0006697972],"about_ca_topic_score_codex":0.00027243127,"about_ca_topic_score_gemma":0.00028011075,"teacher_disagreement_score":0.5179374,"about_ca_system_score_codex":0.00011879203,"about_ca_system_score_gemma":0.00007264795,"threshold_uncertainty_score":0.9997416},"labels":[],"label_agreement":null},{"id":"W2782501312","doi":"10.4337/9781783474295.00014","title":"The role of leadership in developing the innovative manager","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Creativity; Knowledge management; Key (lock); Business; Work (physics); Management; Public relations; Sociology; Psychology; Political science; Engineering; Computer science; Social psychology; Economics; Mechanical engineering; Computer security","score_opus":0.09144675373479699,"score_gpt":0.22926887063190332,"score_spread":0.13782211689710633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782501312","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":[0.00029636096,0.00094262016,0.00002417667,0.0052418085,0.00046719832,0.0006813991,0.000002513459,0.00010523376,0.9922387],"genre_scores_gemma":[0.0978511,0.000029674273,0.00007268386,0.007776213,0.0030916103,0.000099311575,0.00010841172,0.0002449895,0.89072603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972498,0.000025660329,0.0007349685,0.00046155957,0.0009417567,0.0005862839],"domain_scores_gemma":[0.99764645,0.00017341449,0.0008518727,0.0007261069,0.00058538135,0.000016790935],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026457598,0.0004525052,0.00043194307,0.00064875936,0.00035387973,0.0024857162,0.0016555832,0.00027122346,0.00008035556],"category_scores_gemma":[0.00031880365,0.0002965831,0.00014489602,0.00021000409,0.00030078,0.0010100962,0.0011196018,0.0009859671,0.00019491257],"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":[0.000024124045,0.0000060356087,0.00017846253,0.00016231208,0.00012795904,0.000013752986,0.0003457893,0.000008401225,0.0000010619883,0.8801039,0.06410103,0.05492716],"study_design_scores_gemma":[0.00024778355,0.000005201689,0.00032694134,0.00037056103,0.00004394565,6.812759e-7,0.0016311746,0.0000416805,0.000004035443,0.10149177,0.8955026,0.0003336141],"about_ca_topic_score_codex":0.00029815783,"about_ca_topic_score_gemma":0.0011688982,"teacher_disagreement_score":0.8314016,"about_ca_system_score_codex":0.0001577542,"about_ca_system_score_gemma":0.000118241886,"threshold_uncertainty_score":0.9999486},"labels":[],"label_agreement":null},{"id":"W2795420022","doi":"10.4337/9781843762959.00008","title":"An Introduction to Islamic Banking","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":11,"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":"Islamic banking; Islam; Business; Financial system; History; Archaeology","score_opus":0.013984992449224059,"score_gpt":0.21289217369756233,"score_spread":0.19890718124833828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795420022","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":[0.0024802685,0.00008372684,0.00039438414,0.0057569025,0.0046871956,0.000507377,0.000008301046,0.00078070624,0.98530114],"genre_scores_gemma":[0.07166799,0.000022482942,0.0005948269,0.010294311,0.085428976,0.00006727659,0.00047709662,0.00045439802,0.83099264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682343,0.000008613591,0.0005945161,0.001136073,0.00072589,0.0007114642],"domain_scores_gemma":[0.9980015,0.000028999812,0.00051739044,0.0009403546,0.0005005097,0.000011238757],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085704675,0.00068954437,0.0006660568,0.0010416784,0.00058438804,0.0042292327,0.00097613706,0.00049202493,0.0005549574],"category_scores_gemma":[0.00019710515,0.00070374325,0.00022363785,0.00012683841,0.00009905744,0.0032934714,0.00050558994,0.000958531,0.0007803295],"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":[0.000022056649,0.000012491041,0.000034365054,0.00009521254,0.0000648409,0.000029709749,0.00016378159,0.000019468547,0.000049830393,0.6522624,0.24887358,0.098372295],"study_design_scores_gemma":[0.00019023434,0.00002435469,0.00012544198,0.00023220865,0.000106191226,0.000007760165,0.000023553637,0.000040193692,0.000009286179,0.1765264,0.8219927,0.00072170555],"about_ca_topic_score_codex":0.0003377113,"about_ca_topic_score_gemma":0.0006043492,"teacher_disagreement_score":0.5731191,"about_ca_system_score_codex":0.00019647146,"about_ca_system_score_gemma":0.000062870226,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2795497988","doi":"10.4337/9781849801928.00023","title":"Canadian Corporate Corruption","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corruption and Economic Development","field":"Social Sciences","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":"Language change; Business; Political science; Philosophy; Linguistics","score_opus":0.05347272581658997,"score_gpt":0.2498567124623936,"score_spread":0.19638398664580364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795497988","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":[0.00008242847,0.00006004591,0.000018851442,0.0042431373,0.0032684726,0.0003988538,0.000039976898,0.00026793854,0.9916203],"genre_scores_gemma":[0.0055030603,0.000074199634,0.00024378778,0.0029280854,0.0013979909,0.000010966052,0.00017925387,0.000058776805,0.9896039],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977253,0.000053195738,0.0004841717,0.000545635,0.0005001363,0.00069153216],"domain_scores_gemma":[0.9979575,0.000049449493,0.0005063152,0.00036466465,0.00025846288,0.0008635541],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015495215,0.00034257967,0.00038356424,0.0005580473,0.0008289016,0.0024110656,0.00067892444,0.00081465545,0.0035405175],"category_scores_gemma":[0.00018179721,0.00041311228,0.00017637131,0.000032923363,0.00015234626,0.00064273033,0.000067964385,0.000764454,0.0015613188],"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":[0.000006169345,0.000003063999,0.00004606865,0.0000058682767,0.00003087265,0.000031665448,0.0026553017,0.0000015852667,6.374179e-7,0.42461255,0.07285144,0.49975476],"study_design_scores_gemma":[0.00013243937,0.000014472193,0.00017677678,0.000092204806,0.000018638535,0.0000034452871,0.00016754285,0.000004549725,4.903015e-7,0.027441112,0.9714723,0.0004759913],"about_ca_topic_score_codex":0.097231425,"about_ca_topic_score_gemma":0.6927201,"teacher_disagreement_score":0.8986209,"about_ca_system_score_codex":0.0028881445,"about_ca_system_score_gemma":0.004447896,"threshold_uncertainty_score":0.9998321},"labels":[],"label_agreement":null},{"id":"W2795744468","doi":"10.4337/9781783473038.00013","title":"Limited liability in comparative perspective","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Law and Human Rights","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":"Doctrine; Incentive; Limited liability; Liability; China; Political science; Law and economics; Business; Economic Justice; Law; Economics; Market economy","score_opus":0.048762791369566225,"score_gpt":0.23779299305351484,"score_spread":0.18903020168394863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795744468","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":[0.0025788262,0.00009132296,0.000021462147,0.001127928,0.0010652054,0.00069884147,0.000028045195,0.00037528426,0.9940131],"genre_scores_gemma":[0.1626411,0.0000028872055,0.000054870394,0.001252358,0.0053282613,0.00003879126,0.0000996993,0.0001376489,0.8304444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971273,0.000020485975,0.0006584064,0.0010291671,0.0006118368,0.0005528271],"domain_scores_gemma":[0.9974671,0.0001603577,0.0006869618,0.00074458285,0.000895977,0.00004504189],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067498436,0.0006738583,0.00087282335,0.00087115087,0.00025677672,0.0027880461,0.00084219535,0.0005580227,0.0013609421],"category_scores_gemma":[0.00009059152,0.00054186664,0.00028766872,0.000067278415,0.00030391407,0.002671326,0.0005230481,0.0011014706,0.0010529769],"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":[0.000071378054,0.000028044476,0.00012443391,0.00007707524,0.00006956959,0.00004897763,0.00042015445,7.2484676e-7,0.000006294,0.9747775,0.023023037,0.0013527748],"study_design_scores_gemma":[0.00044159603,0.000009731534,0.00039283535,0.00029936887,0.00003976436,8.243427e-7,0.000067333975,0.000016508515,0.0000038660473,0.5225847,0.47564912,0.0004943619],"about_ca_topic_score_codex":0.0005170125,"about_ca_topic_score_gemma":0.004727991,"teacher_disagreement_score":0.45262608,"about_ca_system_score_codex":0.00051472936,"about_ca_system_score_gemma":0.00016955577,"threshold_uncertainty_score":0.9997248},"labels":[],"label_agreement":null},{"id":"W2795860027","doi":"10.4337/9781847209962.00016","title":"Ukrainian Farmers in Canada","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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":"Ukrainian; Geography; Linguistics; Philosophy","score_opus":0.0387775152381432,"score_gpt":0.2613018559306509,"score_spread":0.2225243406925077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795860027","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":[0.0012441307,0.00018025488,0.00001197118,0.00095327885,0.0016088125,0.00036273416,0.00002516392,0.00008367956,0.99552995],"genre_scores_gemma":[0.049746558,0.00007942199,0.00014045097,0.0024763378,0.0021678333,0.000014502065,0.00007043285,0.00008413175,0.94522035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723184,0.000075963,0.00060339156,0.00053367205,0.00079034385,0.0007648135],"domain_scores_gemma":[0.9985204,0.0002389275,0.00032357755,0.00036248364,0.00017524704,0.00037939072],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002185224,0.00032811865,0.00044300818,0.00035612815,0.00040689766,0.0007893799,0.00080907537,0.0005905386,0.0012750776],"category_scores_gemma":[0.00037022517,0.00038274238,0.00013599142,0.000049905557,0.00020488516,0.00061904924,0.00009445947,0.0010667137,0.00005429671],"study_design_candidate":"not_applicable","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":[0.000033940363,0.00001825837,0.004249563,0.000103283804,0.00018497006,0.00022146272,0.17287569,0.000021562795,0.0000011890718,0.35294494,0.29682624,0.17251891],"study_design_scores_gemma":[0.00015220568,0.00000763268,0.0003639127,0.00008323092,0.000012572964,9.990098e-7,0.0026267536,0.000004123684,0.0000016408618,0.0046203746,0.99169505,0.0004314801],"about_ca_topic_score_codex":0.9798993,"about_ca_topic_score_gemma":0.9996992,"teacher_disagreement_score":0.69486886,"about_ca_system_score_codex":0.002471318,"about_ca_system_score_gemma":0.0073358193,"threshold_uncertainty_score":0.99986243},"labels":[],"label_agreement":null},{"id":"W2795975229","doi":"10.4337/9781783473984.00018","title":"The European Court of Human Rights and the politics of international law","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","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":"Centre for International Governance Innovation","funders":"","keywords":"Law; Political science; Human rights; Politics","score_opus":0.023601595506835105,"score_gpt":0.2758445718377306,"score_spread":0.2522429763308955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795975229","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":[0.0003469392,0.00007319174,0.000003498328,0.0014127466,0.0011443623,0.0001976495,0.00005711155,0.000023750312,0.99674076],"genre_scores_gemma":[0.30160213,0.000006020903,0.000015728701,0.00007625136,0.001521081,0.0000018852495,0.000016126507,0.000019246416,0.6967415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806595,0.00018337312,0.00043021602,0.0002026038,0.0009173498,0.00020049221],"domain_scores_gemma":[0.99770707,0.00040285478,0.00076611515,0.00041336255,0.00063959684,0.000071003844],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0026483387,0.00016849425,0.00026112492,0.00006722481,0.0027333498,0.0014079983,0.0018037813,0.00015377789,0.00008327782],"category_scores_gemma":[0.00013094682,0.00009791532,0.0001767484,0.0000021427954,0.0038354842,0.00031552147,0.00026974615,0.00044024867,0.000007809714],"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":[0.000009576727,0.000003939712,0.0000019712534,0.0000066927737,0.00013205294,0.000003611024,0.0028406095,5.123104e-8,0.0000011403465,0.9910717,0.0056948024,0.00023382482],"study_design_scores_gemma":[0.00018463109,0.000007355968,0.000017450995,0.000073740106,0.000022025366,8.07876e-7,0.000013010432,5.8712993e-7,0.000009575311,0.49552357,0.5040846,0.00006263461],"about_ca_topic_score_codex":0.0057367375,"about_ca_topic_score_gemma":0.014512756,"teacher_disagreement_score":0.4983898,"about_ca_system_score_codex":0.00006472994,"about_ca_system_score_gemma":0.00010994911,"threshold_uncertainty_score":0.99962866},"labels":[],"label_agreement":null},{"id":"W2796020831","doi":"10.4337/9780857936134.00017","title":"Sustainability and the social economy in Canada: from resource reliance to resilience?","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"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":"Resilience (materials science); Sustainability; Resource (disambiguation); Social economy; Political science; Environmental resource management; Sociology; Economic system; Economy; Business; Economics; Computer science; Market economy; Ecology","score_opus":0.012309691041879116,"score_gpt":0.23895285080703424,"score_spread":0.22664315976515512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796020831","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":[0.0037950473,0.00022991536,0.000022762953,0.067984976,0.00042138345,0.00070415076,0.000031874126,0.000040582872,0.9267693],"genre_scores_gemma":[0.43678078,0.000027800315,0.0000628112,0.0069109728,0.0030232195,0.00007521256,0.000007955437,0.00004996243,0.5530613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969003,0.0002883108,0.0004783822,0.0007671773,0.0008804779,0.0006853381],"domain_scores_gemma":[0.99779767,0.0009196398,0.0004047678,0.00037642365,0.00022585885,0.00027562337],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032487027,0.00028162,0.00054977497,0.00006781909,0.0011483912,0.0013469163,0.0013915072,0.00035754137,0.00007499884],"category_scores_gemma":[0.0023429673,0.0002385352,0.00010875507,0.000092588896,0.00118036,0.00034969457,0.00034901165,0.00082579243,0.000006051732],"study_design_candidate":"not_applicable","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":[0.00006607312,0.000002035074,0.00094677735,0.000013524399,0.000014322077,0.000010255318,0.02691417,0.000008850787,6.765619e-8,0.69651586,0.22873944,0.046768647],"study_design_scores_gemma":[0.00027027362,0.000006634573,0.0030417952,0.00005268803,0.000009636073,1.5182334e-7,0.006149002,0.000009175828,2.8849607e-7,0.12734845,0.86283535,0.00027657885],"about_ca_topic_score_codex":0.9900344,"about_ca_topic_score_gemma":0.9967151,"teacher_disagreement_score":0.6340959,"about_ca_system_score_codex":0.0027294708,"about_ca_system_score_gemma":0.0066935755,"threshold_uncertainty_score":0.99968976},"labels":[],"label_agreement":null},{"id":"W2796035854","doi":"10.4337/9780857938350.00056","title":"Biofuels and GM feedstocks","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Biofuel production and bioconversion","field":"Engineering","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":"Biofuel; Energy security; Natural resource economics; Renewable energy; Agricultural economics; Fossil fuel; Food security; Renewable fuels; Externality; Agriculture; European union; Biodiesel; Biomass (ecology); Aviation biofuel; Business; Economics; Bioenergy; Waste management; International trade; Engineering; Geography; Ecology; Chemistry","score_opus":0.012154568079267233,"score_gpt":0.18265094465959514,"score_spread":0.1704963765803279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796035854","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":[0.00016886671,0.00097378023,0.000487937,0.00052006735,0.0030052708,0.00030330702,0.00003069249,0.0011022998,0.9934078],"genre_scores_gemma":[0.021112794,0.00019028629,0.00051624945,0.0006682516,0.0023222168,0.000012711637,0.00011109517,0.00025671013,0.9748097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984283,0.000014904406,0.00034983174,0.00051414815,0.00033846975,0.00035434158],"domain_scores_gemma":[0.99902654,0.00003686563,0.00010381054,0.0005043886,0.000092304814,0.00023607395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037053318,0.000479184,0.00041752157,0.00032889002,0.00013055661,0.00088424416,0.0003346393,0.0009116294,0.0007168981],"category_scores_gemma":[0.000040747702,0.0004713509,0.00013945474,0.000018214289,0.00013701587,0.00029850958,0.00016686549,0.0010699553,0.00026927437],"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":[0.000026353791,0.000006687631,0.000020174026,0.0016672318,0.00035076638,0.000022761198,0.00048830867,0.000012812088,0.0012074936,0.04603511,0.53092426,0.41923806],"study_design_scores_gemma":[0.00024985228,0.000033356406,0.00001294361,0.00013101553,0.000045903864,0.000032019896,0.000009579307,0.00009884082,0.0006366054,0.006220381,0.9919637,0.00056579866],"about_ca_topic_score_codex":0.000018390416,"about_ca_topic_score_gemma":0.000008108281,"teacher_disagreement_score":0.46103945,"about_ca_system_score_codex":0.00009854263,"about_ca_system_score_gemma":0.00003415408,"threshold_uncertainty_score":0.9997738},"labels":[],"label_agreement":null},{"id":"W2796095191","doi":"10.4337/9781847208828.00016","title":"Contrasting Entrepreneurs and Non-entrepreneurs Among Canadian and Israeli MBAs","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Entrepreneurship; Political science; Public relations; Management; Economics; Law","score_opus":0.020351318215375266,"score_gpt":0.20875274599922805,"score_spread":0.18840142778385277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796095191","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":[0.037644688,0.0011269682,0.000009142508,0.0012398262,0.0016370275,0.0006651948,0.000052016796,0.00027795782,0.95734715],"genre_scores_gemma":[0.69764566,0.00047690692,0.00023324709,0.016009634,0.010012175,0.000059613274,0.00042613604,0.0005669621,0.2745697],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960234,0.0000125852575,0.00078254595,0.0013770867,0.00065424683,0.0011500926],"domain_scores_gemma":[0.99782383,0.00021334326,0.0007153516,0.0005937188,0.00039968576,0.00025408115],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00089300243,0.000895843,0.0008400084,0.001041713,0.0008271526,0.0051614684,0.0006048602,0.00064214383,0.00020655709],"category_scores_gemma":[0.0004580129,0.0009019018,0.00019541626,0.00008530328,0.0005425087,0.0023291432,0.0007566932,0.0010973847,0.000059927515],"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":[0.00008952318,0.00002761303,0.6328025,0.0008057012,0.0007537,0.00069716986,0.0010801216,0.000018962139,0.000032447508,0.08705471,0.128202,0.14843553],"study_design_scores_gemma":[0.0011195107,0.000037197082,0.058854654,0.0011502298,0.00052808074,0.00002896944,0.0005260854,0.00016877253,0.00001928836,0.010166449,0.9254283,0.0019724988],"about_ca_topic_score_codex":0.07055906,"about_ca_topic_score_gemma":0.14025104,"teacher_disagreement_score":0.79722625,"about_ca_system_score_codex":0.00012031766,"about_ca_system_score_gemma":0.00012929023,"threshold_uncertainty_score":0.99934316},"labels":[],"label_agreement":null},{"id":"W2796157329","doi":"10.4337/9781781953860.00013","title":"Direct and indirect access to intelligence information: lessons in legislative oversight from the United States and Canada","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","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":"Legislature; Political science; Public administration; Public relations; Law","score_opus":0.0538273054799993,"score_gpt":0.2774780279441599,"score_spread":0.22365072246416057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796157329","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":[0.0031909288,0.00016309564,0.00042601238,0.0065309526,0.0006698998,0.0008016384,0.00042969445,0.00006861471,0.9877192],"genre_scores_gemma":[0.34976384,0.008880245,0.0018345807,0.045605987,0.005251671,0.00035370144,0.0049275174,0.00036651638,0.583016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845773,0.00019486656,0.00029602583,0.00029308788,0.00048721445,0.00027109057],"domain_scores_gemma":[0.9984652,0.000705922,0.00022181998,0.00022510576,0.0002020156,0.00017995943],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00084444234,0.00022288229,0.00023261446,0.00023468387,0.00051949546,0.0036927375,0.0006094619,0.00017121714,0.000097804725],"category_scores_gemma":[0.0008900869,0.00018261954,0.0000215984,0.00008134987,0.00020704803,0.00268582,0.00044311417,0.00059085555,0.000014067532],"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":[0.00010112401,0.000010721495,0.00046152232,0.00013446705,0.00021895392,0.000051642754,0.2246977,0.00007518512,0.0000023503308,0.090092234,0.36594158,0.3182125],"study_design_scores_gemma":[0.000057194262,0.000020550566,0.00049357774,0.00025635952,0.000039734172,6.939152e-7,0.0064995894,0.000021686,0.000017275972,0.0023780297,0.98996013,0.00025518847],"about_ca_topic_score_codex":0.9445651,"about_ca_topic_score_gemma":0.9493325,"teacher_disagreement_score":0.62401855,"about_ca_system_score_codex":0.0002529977,"about_ca_system_score_gemma":0.00053958973,"threshold_uncertainty_score":0.9973415},"labels":[],"label_agreement":null},{"id":"W2796177537","doi":"10.4337/9781785360497.00016","title":"Securing the urban core: policing poverty and migration in the neoliberal city","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Gentrification; Securitization; Sociocultural evolution; Scholarship; Spatial inequality; Poverty; Middle class; Right to the city; Global city; Inequality; Political science; Economic geography; Capital (architecture); Sociology; Geography; Economic growth; Economics; Politics; Law","score_opus":0.08109908597199748,"score_gpt":0.3480394872925627,"score_spread":0.2669404013205652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796177537","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":[0.013976038,0.000511618,0.0000054180614,0.021301722,0.0013389081,0.0012700919,0.000042505526,0.000120734774,0.96143293],"genre_scores_gemma":[0.1289997,0.00016833849,0.000022576356,0.014803677,0.004264196,0.00016098106,0.000083802435,0.000116498944,0.8513802],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975854,0.00021648087,0.0005936316,0.0004474858,0.00053861184,0.0006183857],"domain_scores_gemma":[0.9975195,0.00077457586,0.0006420186,0.0008309869,0.00015004953,0.00008289025],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021088626,0.00041887403,0.0004745356,0.00015859577,0.0028042945,0.00069175096,0.00086112076,0.0005394838,0.00004972525],"category_scores_gemma":[0.00043839565,0.0002432141,0.00013106673,0.000015700603,0.00020614482,0.0005475064,0.00064791134,0.002729729,0.00001648394],"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":[0.000050183113,0.000008792605,0.03435887,0.0002024342,0.0001358067,0.000019031133,0.09732848,3.0265534e-7,0.0000050834337,0.1822056,0.6799026,0.0057828133],"study_design_scores_gemma":[0.0005412698,0.000039238937,0.023393767,0.0009614841,0.00007794112,0.0000049871596,0.0007835539,0.000014453958,0.000001241351,0.07183656,0.90196455,0.00038094638],"about_ca_topic_score_codex":0.011321139,"about_ca_topic_score_gemma":0.029399537,"teacher_disagreement_score":0.22206195,"about_ca_system_score_codex":0.00017519033,"about_ca_system_score_gemma":0.00019785733,"threshold_uncertainty_score":0.999571},"labels":[],"label_agreement":null},{"id":"W2796203256","doi":"10.4337/9781848443778.00028","title":"Emotion Regulation in the Workplace","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":27,"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":"Psychology; Business","score_opus":0.05716224861711512,"score_gpt":0.29029843147476336,"score_spread":0.23313618285764826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796203256","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":[0.0007021796,0.0004724956,0.00025111614,0.0011813163,0.0019489945,0.00040191517,0.000015124982,0.00009923576,0.99492764],"genre_scores_gemma":[0.05374703,0.00007585024,0.000101138525,0.0015299369,0.0019427115,0.000037226724,0.00024034161,0.00007236608,0.9422534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978592,0.00011108139,0.000534862,0.0005038391,0.00061788165,0.00037317615],"domain_scores_gemma":[0.9985149,0.0002557405,0.00031099035,0.00071672664,0.00014242188,0.000059237085],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010670283,0.0003364294,0.0002858812,0.00035272873,0.00019912118,0.00040231156,0.0007498122,0.00078552065,0.0018729363],"category_scores_gemma":[0.00006989927,0.0002763028,0.00017567472,0.000057767138,0.00014144,0.00051719625,0.00006152626,0.0015086688,0.0012619356],"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":[0.00006953976,0.000030992538,0.00018895131,0.00002877518,0.00006524714,0.000068294685,0.011023708,0.00004433866,0.000002331392,0.37059084,0.5526871,0.0651999],"study_design_scores_gemma":[0.0001853723,0.00005919204,0.004183688,0.00026312354,0.000019502415,0.00013606859,0.00017600397,0.00003277094,0.000007410038,0.024052689,0.97052836,0.00035579246],"about_ca_topic_score_codex":0.00015159302,"about_ca_topic_score_gemma":0.00017450811,"teacher_disagreement_score":0.4178413,"about_ca_system_score_codex":0.00013359697,"about_ca_system_score_gemma":0.000095311385,"threshold_uncertainty_score":0.9999689},"labels":[],"label_agreement":null},{"id":"W2796690790","doi":"10.4337/9781781951675.00019","title":"Emerging technologies and low inequality: policy implications for Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Inequality; Political science; Development economics; Economics; Mathematics","score_opus":0.03413804060090653,"score_gpt":0.2963886272323305,"score_spread":0.262250586631424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796690790","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":[0.000090958674,0.00018450832,0.00027969928,0.08353839,0.0004375878,0.00054658833,0.000118752374,0.00034558872,0.9144579],"genre_scores_gemma":[0.026030112,0.00024659856,0.00073490175,0.0029084878,0.0025518674,0.00014878652,0.0001657332,0.00009481915,0.9671187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823713,0.000035633668,0.00036777474,0.00042731382,0.0004043026,0.00052784506],"domain_scores_gemma":[0.9984479,0.00044207694,0.0003072356,0.00034695189,0.00028811189,0.0001677123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084157946,0.0002854391,0.00036268926,0.0003617738,0.0009210777,0.00093285553,0.00070703233,0.0005157339,0.000011596353],"category_scores_gemma":[0.001601262,0.0002934976,0.00009440226,0.00005667922,0.00033190657,0.0002529177,0.00021270513,0.00039401386,0.0000031986372],"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":[0.0000020373395,8.246532e-7,0.00006814564,0.00003685436,0.000033545974,3.9149907e-7,0.0007452777,1.547495e-7,0.0000016429748,0.7446874,0.12408741,0.13033636],"study_design_scores_gemma":[0.00008577817,0.0000062500935,0.0001312228,0.00007849646,0.000013547463,0.0000010275841,0.00020483718,0.0000012201832,0.000003746615,0.22128396,0.7779111,0.00027876202],"about_ca_topic_score_codex":0.34280494,"about_ca_topic_score_gemma":0.6622484,"teacher_disagreement_score":0.65382373,"about_ca_system_score_codex":0.00049290387,"about_ca_system_score_gemma":0.0042744763,"threshold_uncertainty_score":0.9999517},"labels":[],"label_agreement":null},{"id":"W2796729620","doi":"10.4337/9781845425586.00027","title":"‘I’m Out of Here’: Women Leaving Companies in the USA to Start their Own Businesses","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Entrepreneurship; Work (physics); Balance (ability); Political science; Economic growth; Business; Economy; Economics; Engineering; Finance; Psychology","score_opus":0.040777621176176,"score_gpt":0.23279502696278337,"score_spread":0.19201740578660736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796729620","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":[0.06888422,0.0004253088,0.000008459437,0.0031738838,0.0011997719,0.00062466605,0.000025898225,0.00012258888,0.9255352],"genre_scores_gemma":[0.83107024,0.00012248835,0.00015560308,0.016086288,0.009069893,0.00015728133,0.00007435309,0.00022460637,0.14303926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972019,0.000021556105,0.00078074407,0.00060428743,0.00073044596,0.00066107616],"domain_scores_gemma":[0.99798,0.00023757569,0.00064093777,0.00069791236,0.0004139307,0.000029648194],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012159068,0.0005788496,0.0007925882,0.00055169314,0.0002668026,0.0024519262,0.0015110794,0.00024069067,0.00042479282],"category_scores_gemma":[0.00036621006,0.00040608298,0.00018556413,0.00012726529,0.00018951889,0.0017619507,0.0008181924,0.0006640818,0.00019723628],"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":[0.00043184138,0.0003030792,0.09102097,0.0030885036,0.0010514808,0.0001260534,0.039034825,0.0010333642,0.00015391536,0.35123795,0.30810946,0.20440856],"study_design_scores_gemma":[0.00023807574,0.000021198615,0.004601538,0.000632864,0.000039168146,0.0000012033131,0.0022771328,0.000007980635,0.00000810276,0.005697722,0.9859676,0.00050744263],"about_ca_topic_score_codex":0.0010752568,"about_ca_topic_score_gemma":0.0077792644,"teacher_disagreement_score":0.782496,"about_ca_system_score_codex":0.000111747344,"about_ca_system_score_gemma":0.000070221286,"threshold_uncertainty_score":0.9998391},"labels":[],"label_agreement":null},{"id":"W2796816652","doi":"10.4337/9781782544555.00009","title":"Environmental risks and opportunities of biofuels","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Biofuel; Business; Environmental science; Natural resource economics; Economics; Waste management; Engineering","score_opus":0.06000972998882506,"score_gpt":0.2574374306829123,"score_spread":0.19742770069408724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796816652","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":[0.0028226718,0.00091141975,0.000013357741,0.0005676873,0.00025314512,0.00019748112,0.0002311775,0.00009675293,0.9949063],"genre_scores_gemma":[0.18563804,0.00036025402,0.000059310838,0.00018189175,0.00033316147,0.000016375352,0.00006278437,0.00009673573,0.81325144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755734,0.00008966521,0.00053892867,0.0005656005,0.00072160386,0.0005268852],"domain_scores_gemma":[0.99841607,0.00020137843,0.00026508557,0.00068911473,0.000118666976,0.0003096597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006774512,0.0004377407,0.0005803808,0.00030927963,0.00015757298,0.0003550943,0.00056579075,0.00079788856,0.0011045331],"category_scores_gemma":[0.00018381047,0.0003689761,0.0002164772,0.00000933226,0.00088607444,0.0004938955,0.0006332882,0.00064252695,0.00003111597],"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":[0.00004552137,0.000010434083,0.000025692578,0.00010226375,0.0001296147,0.000047145484,0.00015690918,0.0000017265701,0.00006013821,0.6200807,0.00064334867,0.37869647],"study_design_scores_gemma":[0.00030474606,0.000080057325,0.000040149847,0.000120128505,0.000032971268,0.000014908524,0.000114886294,0.0000028051495,0.00019102616,0.30595523,0.6928182,0.0003248651],"about_ca_topic_score_codex":0.0004633931,"about_ca_topic_score_gemma":0.000076141325,"teacher_disagreement_score":0.69217485,"about_ca_system_score_codex":0.00021781413,"about_ca_system_score_gemma":0.0002399529,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W2797003362","doi":"10.4337/9781783476589.00014","title":"Millennials: who are they, how are they different, and why should we care?","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":65,"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":"Population; Census; Generation x; Baby boomers; PARRY; Workforce; Generation y; Political science; History; Geography; Sociology; Demographic economics; Demography; Marketing; Business; Economics; Law","score_opus":0.07594491471589741,"score_gpt":0.2817892677975751,"score_spread":0.2058443530816777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797003362","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":[0.0012207957,0.0052846186,0.000004138485,0.010763344,0.0030666671,0.0006964146,0.00030582654,0.00053363404,0.97812456],"genre_scores_gemma":[0.18623799,0.0014113083,0.000044106713,0.0010018407,0.0063464185,0.000060137885,0.00008442293,0.00027584538,0.80453795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951223,0.000436446,0.00047165717,0.0010034073,0.002005299,0.00096085406],"domain_scores_gemma":[0.9960388,0.000813608,0.00081759563,0.00064544304,0.0008215079,0.0008630482],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020310483,0.0007984655,0.0012621843,0.0003127053,0.0010718785,0.007059266,0.0012785362,0.001602818,0.000061568084],"category_scores_gemma":[0.004070001,0.0007076764,0.00038231173,0.00003522973,0.00069586484,0.0010562881,0.0005655178,0.0015616541,0.000022769053],"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":[0.000086073516,0.000034904217,0.0011343592,0.00046750397,0.00034782762,0.0001243182,0.13343622,3.8569485e-7,0.000001962864,0.11381969,0.57779986,0.17274693],"study_design_scores_gemma":[0.000347804,0.000045260957,0.00012517079,0.0016618875,0.00010508631,0.0000019657787,0.020008856,7.2363423e-7,0.0000013587028,0.0579626,0.9189261,0.00081318273],"about_ca_topic_score_codex":0.0016269478,"about_ca_topic_score_gemma":0.030079396,"teacher_disagreement_score":0.34112626,"about_ca_system_score_codex":0.0005575422,"about_ca_system_score_gemma":0.0005073009,"threshold_uncertainty_score":0.99969333},"labels":[],"label_agreement":null},{"id":"W2797310189","doi":"10.4337/9781781954751.00022","title":"Bibliography","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Office of Justice Programs; Fordham University; European Commission; University of Pittsburgh; Princeton University; Vanderbilt University; Yale University; University of Oxford; Emerald Publishing; University of Chicago; York University; U.S. Department of Justice","keywords":"Bibliography; Computer science; Library science","score_opus":0.026543857799944212,"score_gpt":0.22854536521500138,"score_spread":0.20200150741505718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797310189","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":[0.000032722714,0.00094074477,0.000041949635,0.00031639752,0.002644661,0.0012172549,0.00052525004,0.0028551829,0.9914258],"genre_scores_gemma":[0.00077285926,0.0002416053,0.0018282416,0.0012190965,0.0033897567,0.00015169858,0.0006456509,0.0017414149,0.99000967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99289227,0.00010144587,0.0012615182,0.0018138638,0.0024296003,0.0015012908],"domain_scores_gemma":[0.9938547,0.0002830147,0.0012130048,0.002610716,0.0011224224,0.00091613067],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0015430516,0.0016074947,0.0013699175,0.047405764,0.00040251558,0.010289678,0.002785088,0.0021956852,0.00802136],"category_scores_gemma":[0.00027659794,0.0016224112,0.0013080955,0.0016492613,0.00057011563,0.003159944,0.0010002105,0.003714749,0.04520596],"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":[0.000019719248,0.000014372062,0.00003046397,0.00007294867,0.0004667112,0.000058533256,0.00009801313,8.072954e-7,0.0000914022,0.13909441,0.85137194,0.008680664],"study_design_scores_gemma":[0.0005216966,0.000071355076,0.000079879654,0.00046151064,0.00021334655,0.00004537087,0.000011930402,0.000008616655,0.00007177419,0.087652095,0.90926445,0.0015980046],"about_ca_topic_score_codex":0.0005207598,"about_ca_topic_score_gemma":0.00012791267,"teacher_disagreement_score":0.05789246,"about_ca_system_score_codex":0.00015347997,"about_ca_system_score_gemma":0.0002798794,"threshold_uncertainty_score":0.9996673},"labels":[],"label_agreement":null},{"id":"W2797461865","doi":"10.4337/9781783475346.00016","title":"Modes, flows and networks: the promise of crowdfunding in documentary filmmaking and audience development","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"FinTech, Crowdfunding, Digital Finance","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":"Filmmaking; Public relations; Political science; Business; Movie theater; Visual arts; Art","score_opus":0.018901439791513923,"score_gpt":0.20016853905036663,"score_spread":0.1812670992588527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797461865","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":[0.028383916,0.0013193008,0.0021261491,0.0004996427,0.0007998273,0.0012838508,0.000007781846,0.00021523258,0.9653643],"genre_scores_gemma":[0.938959,0.000044816246,0.001315509,0.0009727889,0.0009952447,0.000077147044,0.00005629415,0.00017003555,0.05740919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973726,0.000014655282,0.00080497947,0.00075949443,0.0004840276,0.0005642121],"domain_scores_gemma":[0.9983881,0.00020929778,0.0008215648,0.00040703604,0.00014105566,0.000032949596],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001705391,0.00055236305,0.0006171649,0.0005451775,0.0003650086,0.0029095171,0.0006981556,0.00032032913,0.00003028178],"category_scores_gemma":[0.00034694,0.00047355634,0.00008310745,0.000097543445,0.00027217518,0.002201651,0.001352751,0.00095428864,0.0000082690585],"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":[0.00015456272,0.00003000959,0.004710853,0.0020906923,0.00020690111,0.00007186805,0.0010417616,0.00036461675,0.00007894758,0.6337545,0.016407395,0.3410879],"study_design_scores_gemma":[0.0010568227,0.000029809822,0.0024608758,0.0055272807,0.00010993469,0.00002432319,0.00014884726,0.011649158,0.000057368758,0.033196118,0.9442265,0.0015129349],"about_ca_topic_score_codex":0.00032036402,"about_ca_topic_score_gemma":0.0009687721,"teacher_disagreement_score":0.92781913,"about_ca_system_score_codex":0.00014133274,"about_ca_system_score_gemma":0.00008033314,"threshold_uncertainty_score":0.9997716},"labels":[],"label_agreement":null},{"id":"W2797694954","doi":"10.4337/9781781003640.00009","title":"Next generation sustainability at The University of British Columbia: the university as societal test-bed for sustainability","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":29,"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":"Sustainability; Test (biology); Columbia university; Environmental resource management; Environmental science; Political science; Sociology; Media studies; Ecology; Biology","score_opus":0.023824817818470186,"score_gpt":0.25107886037273747,"score_spread":0.2272540425542673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797694954","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":[0.35163385,0.000491143,0.0002005237,0.04841076,0.0027219176,0.016182356,0.0006685888,0.00058576086,0.5791051],"genre_scores_gemma":[0.2131537,0.000029662695,0.000095714684,0.00016635114,0.0007568607,0.000018902356,0.000122050806,0.000048622802,0.7856081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996007,0.0007275417,0.0004779991,0.0009680625,0.0010334707,0.00078590383],"domain_scores_gemma":[0.98883384,0.002661114,0.000741975,0.00124388,0.0062697995,0.00024940987],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0047919285,0.00031851514,0.0005138592,0.00007163291,0.0048262035,0.0020886604,0.001889533,0.0009931689,0.0014284445],"category_scores_gemma":[0.007376718,0.00040076725,0.00062965363,0.00015443124,0.003955465,0.0014273674,0.0006919013,0.00092299184,0.000016800777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000074627584,0.0001710262,0.003516771,0.0006191972,0.0002526054,0.000016399468,0.050154343,0.000026214644,0.000010839033,0.0859251,0.82273906,0.036493838],"study_design_scores_gemma":[0.0003514612,0.00008450416,0.0014520986,0.000028427101,0.00019874153,0.0000035767882,0.07736248,0.000031491698,0.0000025314398,0.112182565,0.80790746,0.00039464177],"about_ca_topic_score_codex":0.21605374,"about_ca_topic_score_gemma":0.29158336,"teacher_disagreement_score":0.20650303,"about_ca_system_score_codex":0.01040245,"about_ca_system_score_gemma":0.0077632032,"threshold_uncertainty_score":0.99984443},"labels":[],"label_agreement":null},{"id":"W2797829208","doi":"10.4337/9781782548522.00021","title":"Managing knowledge, creativity and innovation","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Ideation; Perspective (graphical); Knowledge management; Process (computing); Obstacle; Innovation management; Innovation process; Business; Process management; Sociology; Computer science; Political science; Psychology; Work in process; Marketing; Cognitive science; Social psychology; Artificial intelligence","score_opus":0.043466653732426315,"score_gpt":0.2590189128757664,"score_spread":0.21555225914334009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797829208","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":[0.000041952022,0.00015646579,0.00025897846,0.0013743446,0.002002573,0.00052460516,0.000006143096,0.0004388362,0.9951961],"genre_scores_gemma":[0.033112567,0.0000132031,0.000157627,0.0020453052,0.00513583,0.000031784417,0.00024669018,0.0001618174,0.9590952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765533,0.000009255496,0.00065382494,0.0007818421,0.00046334535,0.00043639643],"domain_scores_gemma":[0.9968618,0.000048076523,0.0011240391,0.000848361,0.001095025,0.000022671697],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015704862,0.00059299555,0.0005460119,0.0023838303,0.0008431193,0.008378009,0.00076133787,0.0004299629,0.00023259943],"category_scores_gemma":[0.00046742885,0.0006168779,0.000109771405,0.00012427993,0.00020313819,0.0028088805,0.0013457108,0.0008519273,0.00054225506],"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":[0.000012113431,0.000012507702,0.000066185494,0.0004100571,0.00008200576,0.000013070832,0.000063089465,1.081521e-7,0.0000055897167,0.7967478,0.060390025,0.14219742],"study_design_scores_gemma":[0.0003715341,0.000005908167,0.00009710635,0.00038354076,0.000087208566,0.0000017979474,0.000031643754,0.00018014161,0.000004509565,0.22022901,0.7780727,0.00053489563],"about_ca_topic_score_codex":0.00005963697,"about_ca_topic_score_gemma":0.0002012731,"teacher_disagreement_score":0.71768266,"about_ca_system_score_codex":0.00012313812,"about_ca_system_score_gemma":0.00007883619,"threshold_uncertainty_score":0.99962825},"labels":[],"label_agreement":null},{"id":"W2798079748","doi":"10.4337/9781784719692.00005","title":"International and comparative perspectives on diversity management: an overview","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Religious Freedom and Discrimination","field":"Social Sciences","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":"Diversity (politics); Political science; Sociology; Anthropology","score_opus":0.10825308030533445,"score_gpt":0.3245990219933776,"score_spread":0.21634594168804314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798079748","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":[0.00009661997,0.00047586169,0.00003784259,0.0010525051,0.00084349315,0.00032224972,0.000049737417,0.00013386938,0.9969878],"genre_scores_gemma":[0.12802863,0.002295077,0.00019878335,0.0003419747,0.0012897862,0.000009474021,0.000038713093,0.000025874222,0.8677717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981084,0.00008630229,0.00017852218,0.0005335783,0.00086150964,0.00023168766],"domain_scores_gemma":[0.9990253,0.00009673611,0.0002089894,0.0002386898,0.00025493035,0.00017536929],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006193613,0.00023872165,0.00025134647,0.00027874694,0.00083684543,0.0011652781,0.0006524823,0.0002645523,0.00029677385],"category_scores_gemma":[0.000060360275,0.00021368357,0.00010261765,0.000015277168,0.0004345239,0.0010438769,0.00046433904,0.0002770319,0.00005756196],"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":[0.000024806015,0.0000142352765,0.000018316607,0.000012726374,0.00009938586,0.000009934156,0.029137706,1.3241197e-7,3.8936847e-7,0.9321494,0.014908957,0.023623971],"study_design_scores_gemma":[0.00039375416,0.00005863485,0.00020504468,0.0002592588,0.00006143336,8.9740684e-7,0.007737379,0.0000020305322,0.0000013308206,0.2778035,0.7131388,0.00033790417],"about_ca_topic_score_codex":0.00077657634,"about_ca_topic_score_gemma":0.0010024607,"teacher_disagreement_score":0.69822985,"about_ca_system_score_codex":0.00033537342,"about_ca_system_score_gemma":0.00005763791,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W2798229938","doi":"10.4337/9781845428235.00020","title":"Expatriate Adjustment and Performance: A Critical Review","year":2006,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":135,"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":"Expatriate; Multinational corporation; Human resource management; Field (mathematics); Affect (linguistics); Engineering ethics; Management science; Sociology; Psychology; Political science; Knowledge management; Engineering; Computer science; Mathematics; Communication","score_opus":0.0882209646399194,"score_gpt":0.38146953712284326,"score_spread":0.29324857248292385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798229938","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":[0.0000075515886,0.85155016,0.0000026567584,0.0008012593,0.0016632813,0.00077131623,0.0000248419,0.00013448144,0.14504445],"genre_scores_gemma":[0.00003482174,0.98773193,0.000088658,0.00031245622,0.0035604504,0.00013758274,0.00009029039,0.00005119344,0.007992624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643517,0.0004995933,0.00075023115,0.0005708337,0.0011152714,0.0006288762],"domain_scores_gemma":[0.9984282,0.00050172687,0.00031743062,0.00026434663,0.0002629494,0.00022531839],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023747624,0.00042546174,0.0012569124,0.00020685433,0.0006195998,0.0012167512,0.00083073456,0.00046986592,0.00014229877],"category_scores_gemma":[0.0009989445,0.00035765287,0.00042654178,0.00013306433,0.00024728666,0.0007459474,0.00029335762,0.00074239634,0.00008255181],"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":[0.0000021283815,0.000020099733,0.0000015607566,0.015607944,0.0000634995,0.000010703789,0.0019808277,8.4189455e-9,2.8351532e-9,0.0080050165,0.031730067,0.94257814],"study_design_scores_gemma":[0.000105862,0.000033509976,0.0000037265454,0.02709392,0.00040923394,0.000008617494,0.00040121187,3.9109668e-7,4.176727e-8,0.0002602669,0.9712976,0.00038558262],"about_ca_topic_score_codex":0.0011136521,"about_ca_topic_score_gemma":0.00032671343,"teacher_disagreement_score":0.94219255,"about_ca_system_score_codex":0.0003777061,"about_ca_system_score_gemma":0.0005060677,"threshold_uncertainty_score":0.9998875},"labels":[],"label_agreement":null},{"id":"W2799331395","doi":"10.4337/1843760134.00010","title":"Forecasting Future Skill Needs in Canada","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":7,"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":"Environmental science","score_opus":0.042436061728497225,"score_gpt":0.255415286066891,"score_spread":0.21297922433839378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799331395","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":[0.0007037036,0.00036729051,0.000001489908,0.004252671,0.005322677,0.00035060564,0.000044917357,0.00007352933,0.98888314],"genre_scores_gemma":[0.050584786,0.000043182066,0.000067238274,0.0014115745,0.01174941,0.000023699298,0.000031693642,0.00008524866,0.93600315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729925,0.00010952975,0.00059416867,0.00036735943,0.00094704604,0.00068265817],"domain_scores_gemma":[0.99833745,0.0002345382,0.00044124713,0.0003872985,0.00024342268,0.0003560677],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010621601,0.00033857932,0.00046390327,0.0004664388,0.00043764868,0.0011529061,0.00076948805,0.0005985808,0.0010653285],"category_scores_gemma":[0.00035087968,0.00035972372,0.00012940167,0.000105827545,0.000089286,0.00052617205,0.00009215029,0.0010946293,0.000037544378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023530476,0.000005288983,0.0010110587,0.000057915804,0.000040674164,0.000034579876,0.06619786,0.00000316333,1.4503684e-7,0.41242114,0.47753683,0.04268898],"study_design_scores_gemma":[0.000109719724,0.0000054127254,0.000065269225,0.00024619908,0.000010335012,0.0000047249337,0.010125558,0.0000070043375,4.325504e-7,0.0028256443,0.98621964,0.0003800286],"about_ca_topic_score_codex":0.94691473,"about_ca_topic_score_gemma":0.9852413,"teacher_disagreement_score":0.50868285,"about_ca_system_score_codex":0.0021140033,"about_ca_system_score_gemma":0.0057505723,"threshold_uncertainty_score":0.9998859},"labels":[],"label_agreement":null},{"id":"W2799457898","doi":"10.4337/9781783476237.00031","title":"The Montreal Protocol and OzonAction networks","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","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":"Montreal Protocol; Protocol (science); Computer science; Computer network; Geography; Medicine; Meteorology","score_opus":0.011066541198061258,"score_gpt":0.2124919685132911,"score_spread":0.20142542731522986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799457898","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":[0.0000014201554,0.000120673685,0.07136367,0.001053157,0.0016860043,0.013004306,0.000003859863,0.00063471886,0.9121322],"genre_scores_gemma":[0.00073288847,0.00004151923,0.0017167776,0.00042623203,0.0029531156,0.010147025,0.000009468402,0.00017290725,0.98380005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966498,0.00008368488,0.00060380006,0.0010655646,0.00081721134,0.000779963],"domain_scores_gemma":[0.99658555,0.0006541554,0.0006270876,0.001539901,0.000311019,0.00028229613],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00093105016,0.00060099707,0.000424338,0.00018178739,0.00081370823,0.0052318634,0.0021267575,0.0008022229,0.000011170969],"category_scores_gemma":[0.00007849986,0.0003939046,0.00017090824,0.000043847045,0.00031690652,0.0010643153,0.0010959764,0.001236348,0.000024731167],"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":[0.000026832491,0.000007206725,0.0000034358081,0.000012878642,0.00006285728,0.000024149198,0.000059261834,0.00031520613,0.0000020140415,0.60348165,0.023839792,0.3721647],"study_design_scores_gemma":[0.0005322623,0.00011671866,0.000028549395,0.0003422892,0.00001524479,0.000051878502,0.0000025219013,0.015204573,0.000013891202,0.033526447,0.94955736,0.0006082783],"about_ca_topic_score_codex":0.000046285517,"about_ca_topic_score_gemma":0.000276684,"teacher_disagreement_score":0.92571753,"about_ca_system_score_codex":0.00020329251,"about_ca_system_score_gemma":0.00014976322,"threshold_uncertainty_score":0.9998513},"labels":[],"label_agreement":null},{"id":"W2799563147","doi":"10.4337/9781845428013.00006","title":"Acronyms and abbrevations","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Medical and Biological Sciences","field":"Medicine","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":"Instituto de Ingeniería, Universidad Nacional Autónoma de México; Office of Experimental Program to Stimulate Competitive Research; Instituto Politécnico Nacional; National Institute of Standards and Technology; Medical Research Council; Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias; Advanced Research Projects Agency; National Institutes of Health; National Science Foundation; Institut national de la recherche scientifique; Instituto Tecnológico y de Estudios Superiores de Monterrey; National Aeronautics and Space Administration; Natural Sciences and Engineering Research Council of Canada; Argonne National Laboratory; International Business Machines Corporation","keywords":"Computer science","score_opus":0.033421009461379395,"score_gpt":0.2501220059526231,"score_spread":0.21670099649124375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799563147","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":[0.00089947006,0.00043508716,0.0000636122,0.005369085,0.00037260188,0.00028627808,0.000029335475,0.00015566434,0.99238884],"genre_scores_gemma":[0.011539982,0.000035645287,0.0005718852,0.0027856594,0.0014537135,0.000010531018,0.00015997866,0.000023926248,0.9834187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982277,0.000014325756,0.0003594137,0.0004944509,0.0005804962,0.00032358753],"domain_scores_gemma":[0.99899197,0.00013564991,0.00015336409,0.0002484681,0.00011659917,0.0003539623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052545365,0.00026482382,0.00044025359,0.00011189602,0.00016257432,0.00040901298,0.00022604215,0.0006079783,0.0007576781],"category_scores_gemma":[0.00037414997,0.00016615623,0.00012882893,0.0000240938,0.00045192303,0.00015515494,0.00017624463,0.00080210075,0.00004723911],"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":[0.00003532334,0.00004139829,0.0009789872,0.00018933599,0.0001035715,0.00011885552,0.00008788079,1.4942901e-7,0.00017765522,0.19663939,0.5607437,0.24088374],"study_design_scores_gemma":[0.0002946441,0.00014773042,0.002301303,0.00025742687,0.00006740844,0.000047601137,0.0000064508245,0.000008656254,0.000014195525,0.036169797,0.96046007,0.00022470187],"about_ca_topic_score_codex":0.00009823471,"about_ca_topic_score_gemma":0.000035398076,"teacher_disagreement_score":0.39971638,"about_ca_system_score_codex":0.00004915263,"about_ca_system_score_gemma":0.00014508059,"threshold_uncertainty_score":0.8296044},"labels":[],"label_agreement":null},{"id":"W2799573413","doi":"10.4337/9781781004777.00028","title":"Protecting polar environments: coherency in regulating Arctic shipping","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Polar code; Legislation; Arctic; Environmental planning; Business; Global warming; Climate change; Environmental protection; Environmental resource management; Environmental science; Oceanography; Political science; Engineering; Law; Telecommunications; Geology","score_opus":0.06307101801386372,"score_gpt":0.2913378308766689,"score_spread":0.2282668128628052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799573413","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":[0.00012254814,0.00077466917,0.000069433336,0.0036361048,0.0006522439,0.0009604134,0.000013627085,0.00018901376,0.99358195],"genre_scores_gemma":[0.1963954,0.000045711986,0.00095072435,0.00036491704,0.0025600255,0.00007107039,0.0000177718,0.00014828448,0.7994461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958836,0.00033404442,0.00076831685,0.0007552714,0.0012805777,0.0009782022],"domain_scores_gemma":[0.9980647,0.0003523019,0.0006741993,0.00047336455,0.00010374267,0.0003316955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041842605,0.00051006826,0.0006759264,0.00039821307,0.001327168,0.00088639715,0.0007832625,0.00082641677,0.00021582209],"category_scores_gemma":[0.0033386338,0.00052324956,0.00019399784,0.00006779055,0.00060225866,0.0008811262,0.00049490604,0.002206323,0.00009030159],"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":[0.000053427942,0.000047714326,0.0024079569,0.0003520473,0.0004306121,0.00011347965,0.14481655,0.000018238587,0.000019644785,0.7269899,0.028107561,0.096642844],"study_design_scores_gemma":[0.0003565757,0.000037720874,0.00022968784,0.0011988761,0.000048866747,0.000004389186,0.0039071944,0.0000065930376,0.0000025473146,0.13258766,0.8609343,0.00068555574],"about_ca_topic_score_codex":0.011869261,"about_ca_topic_score_gemma":0.008094066,"teacher_disagreement_score":0.8328268,"about_ca_system_score_codex":0.0014985426,"about_ca_system_score_gemma":0.0006530053,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W2799587285","doi":"10.4337/9781848445192.00011","title":"Women on Corporate Boards of Directors: The Canadian Perspective","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"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); Business; Accounting; Corporate governance; Finance; Computer science; Artificial intelligence","score_opus":0.13256624909739226,"score_gpt":0.2601785062478199,"score_spread":0.12761225715042765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799587285","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":[0.0014548195,0.0000880194,0.0000011532399,0.002839349,0.0010406574,0.00037106086,0.00021295992,0.000088453846,0.9939035],"genre_scores_gemma":[0.37244865,0.000065644475,0.000023016355,0.0011340826,0.0009403786,0.000009794407,0.000023077491,0.00004235513,0.625313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997188,0.00024255968,0.00029501755,0.00046123503,0.0011850656,0.0006281264],"domain_scores_gemma":[0.99752855,0.00019842686,0.00054392894,0.00050630065,0.00074465055,0.00047811092],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020896222,0.00029461063,0.00042463612,0.00030901912,0.0016500347,0.0007384268,0.0011412458,0.00062994217,0.0005461336],"category_scores_gemma":[0.0006975756,0.00025604485,0.00022770914,0.0000626684,0.0009949561,0.00038532927,0.00013062003,0.0010676786,0.00007868601],"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":[0.0000243868,0.00001098368,0.00010831665,0.000011569099,0.00017892804,0.000027899106,0.15922078,0.0000019480583,4.993626e-7,0.70008755,0.13830283,0.002024279],"study_design_scores_gemma":[0.00013820078,0.000066106055,0.0004168629,0.00006259286,0.000026783197,9.754491e-7,0.009945272,4.8703316e-7,0.000008087658,0.047084987,0.9419237,0.0003259579],"about_ca_topic_score_codex":0.6197319,"about_ca_topic_score_gemma":0.65399474,"teacher_disagreement_score":0.8036209,"about_ca_system_score_codex":0.002814252,"about_ca_system_score_gemma":0.0038642015,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null},{"id":"W2799703943","doi":"10.4337/9781784711481.00036","title":"Canadian M &amp; A: a comparative perspective","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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 law; Shareholder; Optimal distinctiveness theory; Mergers and acquisitions; Politics; Corporate governance; Political science; Perspective (graphical); Tender offer; Law and economics; Law; Business; Sociology; Finance","score_opus":0.04242548914251263,"score_gpt":0.2296878443801044,"score_spread":0.18726235523759177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799703943","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":[0.00012158938,0.00021712745,0.00003602574,0.0042613447,0.0014956684,0.00045772662,0.00011487198,0.00026156835,0.99303406],"genre_scores_gemma":[0.024858033,0.000007062938,0.000058235728,0.0049468093,0.007840514,0.000027698754,0.00013152797,0.00015196796,0.96197814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974099,0.000008131686,0.00042283026,0.0008201317,0.00063295197,0.00070604525],"domain_scores_gemma":[0.9974439,0.000061775216,0.00072690897,0.0006769383,0.0009852998,0.00010517413],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040089653,0.00064302696,0.0006670065,0.0006942258,0.00040990868,0.0035500259,0.0008752586,0.0005240505,0.0022137852],"category_scores_gemma":[0.00014656837,0.00056006777,0.00029338538,0.00006361762,0.0001689824,0.0026985817,0.00032807037,0.0008667236,0.0044394345],"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":[0.00001731741,0.0000036305285,0.00003694928,0.000026557349,0.000100019344,0.000038424172,0.00019291033,3.4301024e-7,0.000004767376,0.6945621,0.3027851,0.002231887],"study_design_scores_gemma":[0.00029127093,0.000005575133,0.00006699286,0.0003200252,0.000076499826,0.0000042423103,0.00008863064,0.000003345764,0.0000018054761,0.15299611,0.8454895,0.0006559908],"about_ca_topic_score_codex":0.14613871,"about_ca_topic_score_gemma":0.6376347,"teacher_disagreement_score":0.5427044,"about_ca_system_score_codex":0.0011188595,"about_ca_system_score_gemma":0.0007325759,"threshold_uncertainty_score":0.9996851},"labels":[],"label_agreement":null},{"id":"W2799820110","doi":"10.4337/9781785364556.00007","title":"Consumer spending on spectator sports, physical activity, and gambling: evidence from Canada","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gambling Behavior and Treatments","field":"Psychology","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":"Complementarity (molecular biology); Advertising; Consumer spending; Spectator sport; Deregulation; Physical activity; Economics; Psychology; Public economics; Business; Market economy; Medicine; Macroeconomics","score_opus":0.13681008246958687,"score_gpt":0.35860220042312424,"score_spread":0.22179211795353737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799820110","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":[0.3978516,0.00032319562,0.000003435752,0.00020754067,0.003461887,0.00045694786,0.00033352885,0.00014908188,0.5972128],"genre_scores_gemma":[0.7173011,0.000016510081,0.00004317942,0.000075641205,0.0010569294,0.00002258262,0.000059247315,0.00015202956,0.28127283],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99634784,0.00006137531,0.00034054258,0.0014545157,0.001123371,0.00067236414],"domain_scores_gemma":[0.9967635,0.0005926758,0.0007041396,0.0013835041,0.00010269648,0.0004534682],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002908784,0.0008290138,0.00094474386,0.00024978406,0.00045392103,0.00165952,0.000801475,0.0005899378,0.0006893446],"category_scores_gemma":[0.00022439474,0.00080719707,0.00022493255,0.00001171268,0.00023840749,0.00054619793,0.00032480832,0.001672702,0.000114208786],"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":[0.0017887113,0.0007944589,0.11950564,0.00024441644,0.0045689396,0.018578794,0.008463391,0.0000016900916,0.0007443033,0.056354284,0.16619694,0.62275845],"study_design_scores_gemma":[0.004890755,0.00061329204,0.5139257,0.0063446043,0.0029243026,0.00024614527,0.00021446563,0.000014671345,0.0016785578,0.014591856,0.44951707,0.0050385846],"about_ca_topic_score_codex":0.3626064,"about_ca_topic_score_gemma":0.10835531,"teacher_disagreement_score":0.6177198,"about_ca_system_score_codex":0.00046279962,"about_ca_system_score_gemma":0.0005165699,"threshold_uncertainty_score":0.99943787},"labels":[],"label_agreement":null},{"id":"W2800283023","doi":"10.4337/9781848447387.00009","title":"Cultural Mythology and Global Leadership in Canada","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","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":"Mythology; Global Leadership; Political science; Sociology; History; Public relations; Classics","score_opus":0.06411068967624811,"score_gpt":0.27496079753125763,"score_spread":0.21085010785500952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800283023","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":[0.0008643408,0.00067248713,0.0000017260472,0.012645405,0.0013003474,0.00019140182,0.000019428111,0.000046765548,0.9842581],"genre_scores_gemma":[0.058363684,0.00010850612,0.00035501344,0.008761052,0.00087766617,0.000011660813,0.00003531813,0.000022204642,0.9314649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794847,0.00006518505,0.00032266046,0.0004093267,0.0007225753,0.00053180987],"domain_scores_gemma":[0.9991965,0.00006322211,0.00020031702,0.00016602669,0.00014956057,0.0002243497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005569203,0.00023852257,0.00031274286,0.00006470267,0.00022100098,0.00065265514,0.0003893306,0.0004067205,0.00017116984],"category_scores_gemma":[0.00019720447,0.0002454648,0.000043305787,0.000039092338,0.00017095421,0.00044564457,0.00005676147,0.0005724142,0.000017034623],"study_design_candidate":"not_applicable","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":[0.000013561546,0.000007154856,0.004155364,0.000029071727,0.00003469641,0.00010238936,0.012834763,0.0000010046862,3.6759278e-7,0.44943976,0.38265243,0.15072942],"study_design_scores_gemma":[0.00014911825,0.000007579162,0.008911542,0.00011181556,0.000007648254,0.0000055358614,0.0018465152,1.6949944e-7,6.645166e-7,0.01463719,0.97401834,0.00030390342],"about_ca_topic_score_codex":0.82853,"about_ca_topic_score_gemma":0.98662823,"teacher_disagreement_score":0.5913659,"about_ca_system_score_codex":0.0025684007,"about_ca_system_score_gemma":0.0076111215,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W2800378956","doi":"10.4337/9781848445024.00010","title":"Canada’s Treatment of Geographical Indications: Compliant or Defiant? An International Perspective","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property and Patents","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":"Perspective (graphical); Geography; Psychology; Computer science; Artificial intelligence","score_opus":0.12036294743656477,"score_gpt":0.24244508113319627,"score_spread":0.1220821336966315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800378956","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":[0.0007117755,0.0001585611,0.000028026014,0.0012622843,0.0012163565,0.0004728508,0.00014940024,0.000103448656,0.9958973],"genre_scores_gemma":[0.45763463,0.0003676813,0.00041882135,0.00481657,0.006281673,0.000084932704,0.0016032512,0.0002793484,0.5285131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977798,0.000013278712,0.0005373163,0.000572452,0.00077562866,0.00032154826],"domain_scores_gemma":[0.9980112,0.00007678388,0.00054264435,0.00045564168,0.0008628071,0.00005096305],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001576735,0.00043694,0.0004889028,0.0006331512,0.00031606434,0.0007288147,0.00079834164,0.00032631238,0.0011498947],"category_scores_gemma":[0.0002243405,0.00033749393,0.00020250537,0.000059773985,0.00019300514,0.0012284573,0.00017142837,0.00040968033,0.0000658045],"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":[0.0010772581,0.00054374366,0.0010425987,0.00021277856,0.002021731,0.00043947808,0.0022681437,0.000023967923,0.000014516459,0.6673322,0.27357984,0.051443752],"study_design_scores_gemma":[0.0005621399,0.00009663022,0.00059082493,0.00017786496,0.000116280076,0.000029964118,0.00017399309,0.00019194001,0.000012118751,0.003836547,0.9937497,0.00046201807],"about_ca_topic_score_codex":0.503734,"about_ca_topic_score_gemma":0.40542454,"teacher_disagreement_score":0.72016984,"about_ca_system_score_codex":0.00048516598,"about_ca_system_score_gemma":0.0010337787,"threshold_uncertainty_score":0.99990773},"labels":[],"label_agreement":null},{"id":"W2800388207","doi":"10.4337/9781782549796.00024","title":"The right to take collective action: Prospects for change in European Court of Justice case law in light of European Court of Human Rights decisions","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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; Law; Fundamental rights; European Union law; European union; Democracy; Proportionality (law); Human rights; Common law; Collective bargaining; Charter; Law and economics; Sociology; Economics; International trade","score_opus":0.08245106748462157,"score_gpt":0.3299325728995777,"score_spread":0.24748150541495617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800388207","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":[0.0027022674,0.00010023095,0.000020033958,0.0009032924,0.0009503096,0.0019607986,0.0003058122,0.000035444187,0.9930218],"genre_scores_gemma":[0.6903312,0.000020728481,0.00036713594,0.00030717446,0.0015171492,0.00008901577,0.00004556951,0.0001407855,0.3071812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968442,0.00043114726,0.0009436231,0.00046606458,0.00086997123,0.00044502525],"domain_scores_gemma":[0.9965529,0.0005717732,0.00080880895,0.000547224,0.0012836255,0.00023570232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004654379,0.00030462898,0.0005906131,0.0004225913,0.000912203,0.00032887197,0.00091620436,0.00020914218,0.000047014928],"category_scores_gemma":[0.00065930595,0.00023525192,0.0001593892,0.00019889312,0.0003898331,0.000458744,0.0002676625,0.000513883,0.000001983467],"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":[0.000062131556,0.00008446569,0.000010268292,0.00003114682,0.000068159665,0.00015105234,0.020531531,0.0000021683734,0.000048547157,0.9532502,0.024583625,0.0011766615],"study_design_scores_gemma":[0.00080596225,0.0002500801,0.00037480542,0.0006196193,0.000107723776,0.00000511433,0.0009299265,0.0000023212754,0.00013417247,0.021850564,0.9746358,0.00028392987],"about_ca_topic_score_codex":0.007126988,"about_ca_topic_score_gemma":0.33208922,"teacher_disagreement_score":0.95005214,"about_ca_system_score_codex":0.00043659535,"about_ca_system_score_gemma":0.00036914696,"threshold_uncertainty_score":0.99948466},"labels":[],"label_agreement":null},{"id":"W2800465958","doi":"10.4337/9780857936073.00022","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Forest Management and Policy","field":"Environmental Science","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.012928092557908609,"score_gpt":0.22857305078188508,"score_spread":0.21564495822397647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800465958","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":[0.0012389759,0.00006838598,0.000055146564,0.00070953823,0.0036704924,0.0005120403,0.00002794164,0.00013987339,0.9935776],"genre_scores_gemma":[0.009684072,0.000018452205,0.00023180486,0.0022198053,0.0016520005,0.0001101753,0.0002309281,0.00010691901,0.98574585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971665,0.00009508744,0.00040261453,0.0007106804,0.000805503,0.00081959635],"domain_scores_gemma":[0.99850196,0.000055475717,0.0002876856,0.00085507304,0.000018702294,0.00028108433],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003988329,0.0004910333,0.00039845452,0.00020495329,0.0002245868,0.0027001554,0.0016365005,0.00060931157,0.16494937],"category_scores_gemma":[0.00010309468,0.00045260898,0.00018954706,0.00016616326,0.00024997361,0.0013111869,0.001430964,0.0010465803,0.3299296],"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":[0.000004036474,0.000013648626,0.0002997482,0.000034576587,0.00003549684,0.000004419549,0.00023925814,0.000096192685,0.0000083822415,0.00026668335,0.980893,0.018104529],"study_design_scores_gemma":[0.00020469239,0.000026227977,0.0005120748,0.00004637232,0.000019497664,0.0000026328098,0.00000823624,0.00019913928,0.00001598799,0.00040237993,0.99803114,0.0005316216],"about_ca_topic_score_codex":0.0075287507,"about_ca_topic_score_gemma":0.0002354722,"teacher_disagreement_score":0.1649802,"about_ca_system_score_codex":0.00030037784,"about_ca_system_score_gemma":0.000050742867,"threshold_uncertainty_score":0.9997926},"labels":[],"label_agreement":null},{"id":"W2800491334","doi":"10.4337/9781783479566.00015","title":"Private enforcement of IP law by internet service providers: notice and action procedures","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":32,"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":"Notice; Business; Internet privacy; The Internet; Action (physics); Enforcement; Internet service provider; Service provider; Law enforcement; Law; Service (business); Computer security; Political science; Computer science; World Wide Web; Marketing","score_opus":0.04197538056455179,"score_gpt":0.26770547807805656,"score_spread":0.22573009751350476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800491334","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":[0.00020185554,0.00015165996,0.00012643251,0.0019684136,0.0006593872,0.00094181194,0.00004281431,0.00019074754,0.99571687],"genre_scores_gemma":[0.18029256,0.000076033575,0.00023631715,0.002622289,0.0008149002,0.00004099795,0.000038353246,0.00011770252,0.81576085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972412,0.00011113067,0.00056250254,0.0006077973,0.000973928,0.0005034537],"domain_scores_gemma":[0.99807733,0.00022970866,0.0005590657,0.00035337455,0.0005676691,0.00021287451],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010946306,0.00040065683,0.0004485276,0.00014864757,0.00031739793,0.0013384011,0.00080637186,0.00069985865,0.0007927572],"category_scores_gemma":[0.0007503915,0.0003248817,0.00010799751,0.0000323595,0.00059381506,0.0015569781,0.0003704335,0.0006173989,0.000060989525],"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":[0.00008957821,0.000012143463,0.0000021915691,0.00039585392,0.00014394318,0.000002116057,0.013433762,2.2103139e-7,0.00019423259,0.9200295,0.056918673,0.008777748],"study_design_scores_gemma":[0.00027152064,0.00010614404,4.682128e-7,0.00089713477,0.00006931107,0.000002658549,0.00037394126,0.0000096522945,0.0020275959,0.026030436,0.969787,0.00042415544],"about_ca_topic_score_codex":0.008686561,"about_ca_topic_score_gemma":0.0140855275,"teacher_disagreement_score":0.9128683,"about_ca_system_score_codex":0.00034502175,"about_ca_system_score_gemma":0.00048758692,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2800898657","doi":"10.4337/9780857934741.00035","title":"Inuit foreign policy and international relations in the Arctic","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"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":"Arctic; The arctic; Foreign policy; International relations; Political science; Geography; Oceanography; Geology; Law; Politics","score_opus":0.06455130406389492,"score_gpt":0.3198421408872131,"score_spread":0.25529083682331816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800898657","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":[0.000025544625,0.00025397062,0.000011124587,0.03465439,0.00028592162,0.0002994529,0.000033443623,0.000055576653,0.96438056],"genre_scores_gemma":[0.22673067,0.00005989139,0.00012487361,0.0012271601,0.0025392764,0.000020340567,0.000012762507,0.000026533517,0.7692585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982784,0.00011170004,0.0002999009,0.0002902942,0.0006825518,0.00033719768],"domain_scores_gemma":[0.9988453,0.0004153424,0.00019783211,0.00023243742,0.00017950371,0.00012959914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017305255,0.00020845121,0.0002302126,0.00036717593,0.0005584873,0.0009131162,0.00070075126,0.00035255402,0.00016415317],"category_scores_gemma":[0.0022310007,0.00015968105,0.0000848072,0.00005057341,0.0006488119,0.0005018602,0.0002554537,0.00078734575,0.00005422671],"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":[0.0000034549016,0.0000032905737,0.00017625041,0.0000050251806,0.000040034934,0.0000052937203,0.04470242,3.957947e-7,1.7080026e-8,0.86318004,0.085571095,0.0063126734],"study_design_scores_gemma":[0.00009337829,0.000007667106,0.00025626476,0.00005590646,0.000013913296,0.0000036801514,0.0021313399,0.000001404129,1.0117242e-8,0.4477663,0.5495621,0.000108031374],"about_ca_topic_score_codex":0.0088960305,"about_ca_topic_score_gemma":0.019464433,"teacher_disagreement_score":0.46399102,"about_ca_system_score_codex":0.0006075777,"about_ca_system_score_gemma":0.0009952207,"threshold_uncertainty_score":0.9984278},"labels":[],"label_agreement":null},{"id":"W2801408833","doi":"10.4337/9781786430793.00010","title":"‘Fighting words’: regulating judges in Canada","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal Education and Practice Innovations","field":"Social Sciences","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":"Contingency; Pyramid (geometry); Political science; Law and economics; Law; Sociology; Epistemology","score_opus":0.03634989993479968,"score_gpt":0.2859380492508062,"score_spread":0.2495881493160065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801408833","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":[0.00020135997,0.000076229226,0.000014388467,0.03776984,0.0024184338,0.00026565167,0.000022949262,0.000107902786,0.95912325],"genre_scores_gemma":[0.07647327,0.00001145911,0.00038199304,0.0023867842,0.0023632809,0.000021899608,0.000030335761,0.00006997073,0.918261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972077,0.00014618572,0.0006466722,0.0004658241,0.0009667298,0.0005669086],"domain_scores_gemma":[0.99733096,0.0010057538,0.000648463,0.00040091987,0.0004062356,0.00020764353],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019899635,0.00027539252,0.00032499243,0.00034634123,0.00066069927,0.0019243482,0.0006797048,0.0003904877,0.0019474353],"category_scores_gemma":[0.0037716955,0.00026695803,0.00007689534,0.000104419094,0.0001350516,0.0018829799,0.00012121957,0.0014892542,0.00005779289],"study_design_candidate":"not_applicable","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":[0.000004909772,0.0000038820226,0.000540183,0.000016828808,0.000029137896,0.000012077851,0.007157041,0.0000011486419,0.000003464413,0.81121695,0.103813805,0.07720055],"study_design_scores_gemma":[0.00012861464,0.0000033310414,0.0001218997,0.00028991446,0.00001188519,0.0000015222347,0.0016923225,0.0000021048234,0.0000049459936,0.027628588,0.9697614,0.00035352196],"about_ca_topic_score_codex":0.85768396,"about_ca_topic_score_gemma":0.98697186,"teacher_disagreement_score":0.86594754,"about_ca_system_score_codex":0.0027365622,"about_ca_system_score_gemma":0.01741119,"threshold_uncertainty_score":0.99997824},"labels":[],"label_agreement":null},{"id":"W2801582694","doi":"10.4337/9781782546818.00015","title":"The health industry innovation ecosystem of Ontario, Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Health and Medical Research Impacts","field":"Medicine","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; Ecosystem; Geography; Ecology; Biology","score_opus":0.07735134766923349,"score_gpt":0.3192290451807956,"score_spread":0.2418776975115621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801582694","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":[0.0012747925,0.0002532222,0.00005487823,0.03889032,0.0014423137,0.0011189296,0.0000716393,0.00005535022,0.95683855],"genre_scores_gemma":[0.023588015,0.000024307035,0.000078844336,0.019785626,0.0013628484,0.00002353527,0.00023010289,0.00009049695,0.9548162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949432,0.00009114865,0.0012323522,0.0003674889,0.0022355434,0.0011302701],"domain_scores_gemma":[0.99390787,0.00051825546,0.0008598051,0.00080899167,0.0009935863,0.0029114888],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005787796,0.00031594533,0.0008173092,0.00028713042,0.00028034186,0.00021320296,0.00042660476,0.000940675,0.00022711995],"category_scores_gemma":[0.016335707,0.00021943597,0.00009176081,0.00007312807,0.0001102215,0.00009795578,0.00013361088,0.004754379,0.000008605905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00009670237,0.000005813147,0.00009765221,0.0008222853,0.00010021871,0.00002638802,0.00023565516,1.855722e-7,0.0000019755457,0.041763294,0.81599903,0.14085081],"study_design_scores_gemma":[0.0005915294,0.00034975368,0.00020519133,0.0018144676,0.000020167152,0.000034690118,0.000028514338,0.000006232833,0.00002039157,0.00073851744,0.99604166,0.00014889274],"about_ca_topic_score_codex":0.8276266,"about_ca_topic_score_gemma":0.9690832,"teacher_disagreement_score":0.18922827,"about_ca_system_score_codex":0.00537536,"about_ca_system_score_gemma":0.19460362,"threshold_uncertainty_score":0.9984428},"labels":[],"label_agreement":null},{"id":"W2801621389","doi":"10.4337/9781848445079.00021","title":"The Saskatoon Agricultural Biotechnology Cluster","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture, Plant Science, Crop Management","field":"Agricultural and Biological Sciences","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":"Agricultural biotechnology; Agriculture; Cluster (spacecraft); Biotechnology; Geography; Agricultural science; Business; Environmental science; Agroforestry; Agricultural economics; Biology; Economics; Computer science; Archaeology","score_opus":0.014966436281116,"score_gpt":0.17823081761348938,"score_spread":0.1632643813323734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801621389","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":[0.005743022,0.0007480634,0.000003151577,0.015459627,0.0016751507,0.0010614666,0.00013191596,0.00079065736,0.97438693],"genre_scores_gemma":[0.015895426,0.0004451182,0.00011499113,0.0015101351,0.0021676037,0.000060787574,0.000467021,0.000011120573,0.9793278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957866,0.00008101572,0.00071216305,0.0011636821,0.0012084191,0.0010481043],"domain_scores_gemma":[0.99801123,0.00045409217,0.0006464603,0.0003737516,0.00025492997,0.00025955535],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077792484,0.00077625556,0.000569541,0.00006189793,0.0018226001,0.0026301013,0.0028592476,0.0012680911,0.000109021494],"category_scores_gemma":[0.00015227505,0.00022652617,0.00044802393,0.00014277344,0.00069394975,0.00070470496,0.001199856,0.001588773,0.00043602992],"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":[0.00002274688,0.000018310395,0.000017022603,0.00001091264,0.00010970216,0.000049291946,0.00013282268,0.0000024002168,0.00077841344,0.042688422,0.85593295,0.100236975],"study_design_scores_gemma":[0.00012237637,0.00015521096,0.001662274,0.000080964164,0.000042569725,0.00015123963,0.00018027016,0.0000049341365,0.00016923388,0.0026131973,0.99410415,0.0007135588],"about_ca_topic_score_codex":0.00015278152,"about_ca_topic_score_gemma":0.003313497,"teacher_disagreement_score":0.1381712,"about_ca_system_score_codex":0.00021355608,"about_ca_system_score_gemma":0.00003945258,"threshold_uncertainty_score":0.9994769},"labels":[],"label_agreement":null},{"id":"W2801713908","doi":"10.4337/9781843769699.00013","title":"The Canadian public service: balancing values and management","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":5,"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; Public service; Service (business); Operations management; Public administration; Political science; Marketing; Engineering","score_opus":0.047782706946930716,"score_gpt":0.3106174555630166,"score_spread":0.2628347486160859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801713908","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":[0.000029587403,0.00022076932,0.0000040655664,0.09276214,0.000572608,0.0005451788,0.00004202939,0.00014196483,0.90568167],"genre_scores_gemma":[0.048090976,0.0003636659,0.00012982007,0.0041832775,0.0014721904,0.00005512054,0.0000586254,0.00006643069,0.9455799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964382,0.00013906763,0.0003750138,0.00051407714,0.0013982946,0.0011353359],"domain_scores_gemma":[0.997501,0.0002452368,0.00019319536,0.00050829863,0.00043808596,0.0011141812],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0038059128,0.00030802708,0.00025100814,0.0004382801,0.005309251,0.01443022,0.0013736401,0.0005810624,0.00026099937],"category_scores_gemma":[0.00056096277,0.00026653198,0.00010075671,0.000099030956,0.00065036595,0.0009402505,0.0002938403,0.0010417915,0.000079145335],"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":[0.0000021653534,0.0000022582512,0.000012177469,0.000038378486,0.000079393525,0.000027793722,0.0016752775,1.8683447e-7,1.281927e-7,0.9450532,0.032577727,0.020531282],"study_design_scores_gemma":[0.00013292066,0.000009966899,0.00008404789,0.000098005665,0.000015352127,0.0000028429463,0.0005324817,0.0000035184075,6.2207346e-7,0.19555192,0.8033266,0.00024173663],"about_ca_topic_score_codex":0.1652233,"about_ca_topic_score_gemma":0.8867109,"teacher_disagreement_score":0.77074885,"about_ca_system_score_codex":0.0011411728,"about_ca_system_score_gemma":0.006556239,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W2802033516","doi":"10.4337/9781781952641.00040","title":"A Theory-based Empirical Study of Entrepreneurship in Iqaluit, Nunavut (Formerly Frobisher Bay, Northwest Territories)","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Entrepreneurship; Indigenous; Multitude; Multidisciplinary approach; Function (biology); Political science; Geography; Economic geography; Regional science; Sociology; Social science; Ecology","score_opus":0.06717130593080163,"score_gpt":0.3548152782750025,"score_spread":0.28764397234420086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802033516","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":[0.121419765,0.00015206383,0.000035643312,0.0004093899,0.0055032857,0.0043185093,0.0002877681,0.00025595629,0.8676176],"genre_scores_gemma":[0.59868765,0.000016767513,0.00026912236,0.0040855384,0.0044347956,0.0007301246,0.00064337417,0.00056440115,0.39056826],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926825,0.000707035,0.0022973258,0.0011557149,0.00097014656,0.0021872683],"domain_scores_gemma":[0.99414355,0.0021671352,0.0012851345,0.0012274381,0.00085702346,0.00031974504],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005036936,0.0008629206,0.0017485216,0.00095624774,0.0016380114,0.00014395865,0.0011204375,0.0020093569,0.0013271151],"category_scores_gemma":[0.00080814114,0.0007931825,0.00034116214,0.000111180176,0.0002544719,0.00030741654,0.000744694,0.004363605,0.00012129365],"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":[0.0011400309,0.0008284433,0.77426255,0.0007576185,0.00065298117,0.00041159414,0.18555787,0.00001534179,0.0000017447209,0.01577947,0.0147006605,0.005891711],"study_design_scores_gemma":[0.00887688,0.0027898129,0.08627383,0.0015906139,0.00054588076,0.000009788708,0.04488699,0.000009783624,0.000005898487,0.015242049,0.8375118,0.0022566798],"about_ca_topic_score_codex":0.021087456,"about_ca_topic_score_gemma":0.7336105,"teacher_disagreement_score":0.8228111,"about_ca_system_score_codex":0.0012734976,"about_ca_system_score_gemma":0.0020058588,"threshold_uncertainty_score":0.99966174},"labels":[],"label_agreement":null},{"id":"W2802053595","doi":"10.4337/9781849805735.00010","title":"Formation of companies and the rules of capital maintenance","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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; Business; Government (linguistics); Limited liability; Liability; Finance; Capital (architecture); Corporate governance","score_opus":0.015516241238854422,"score_gpt":0.18950302415784173,"score_spread":0.1739867829189873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802053595","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":[0.0075065503,0.0005211966,0.0009347883,0.0009836514,0.00069773156,0.00039700093,0.00003063445,0.000076334196,0.9888521],"genre_scores_gemma":[0.9441336,0.000040666982,0.00015142882,0.0008339031,0.0016539593,0.000010412293,0.0001635425,0.000065407316,0.052947093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863625,0.0000118349835,0.0005320023,0.00021344324,0.00040147247,0.00020498446],"domain_scores_gemma":[0.99816024,0.00013336846,0.0010177986,0.00034597827,0.00032970472,0.000012927012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096131087,0.00026285407,0.000545155,0.00022559665,0.0001205767,0.000724089,0.0005624299,0.00022457952,0.000044689743],"category_scores_gemma":[0.00031926835,0.00018609047,0.00018840573,0.000015961607,0.0005204558,0.0013033387,0.0005454172,0.000386604,0.000020981117],"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":[0.00006690251,0.000004169329,0.0000077114555,0.0006146902,0.000051964613,0.0000010831832,0.00037189038,0.0000018033932,0.000017259312,0.9785719,0.0134212775,0.0068693277],"study_design_scores_gemma":[0.0015157269,0.000020544585,0.00016693093,0.0008674295,0.00019913264,0.000007792148,0.00021442906,0.0005613969,0.000072797855,0.42527702,0.5706978,0.00039902687],"about_ca_topic_score_codex":0.0001510551,"about_ca_topic_score_gemma":0.000056834266,"teacher_disagreement_score":0.93662703,"about_ca_system_score_codex":0.000020110567,"about_ca_system_score_gemma":0.000022810573,"threshold_uncertainty_score":0.7588549},"labels":[],"label_agreement":null},{"id":"W2802165875","doi":"10.4337/9781781003756.00009","title":"The psychology of behaviour change: an overview of theoretical and practical contributions","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental Education and Sustainability","field":"Environmental Science","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":"","keywords":"Order (exchange); Behaviour change; Resource (disambiguation); Management science; Psychology; Economics; Computer science","score_opus":0.04628231995546109,"score_gpt":0.345366850642079,"score_spread":0.2990845306866179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802165875","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":[0.032676805,0.00082551606,0.00008036759,0.013473897,0.00051831536,0.0016571676,0.00015993316,0.000052655043,0.9505553],"genre_scores_gemma":[0.9053098,0.0008288056,0.0014000175,0.002425077,0.00023101093,0.00019369456,0.00010738459,0.00009795722,0.08940625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982748,0.0001546388,0.00046775374,0.00040342458,0.00042674897,0.000272626],"domain_scores_gemma":[0.9984605,0.0002709748,0.00033426372,0.00067025644,0.0000510972,0.00021294176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001144994,0.00021796391,0.0003197833,0.000036018075,0.00016662388,0.00014136202,0.00031798615,0.0003794248,0.0030371484],"category_scores_gemma":[0.00046713543,0.00016275226,0.00010249809,0.000018523773,0.0026697111,0.00046560605,0.00038719093,0.0005961501,0.000035428027],"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":[0.000026377864,0.00011717843,0.0022998431,0.000033544693,0.00002893138,0.0000029814387,0.0006348394,1.7237839e-7,0.00005811317,0.96517164,0.010877577,0.020748781],"study_design_scores_gemma":[0.0005408198,0.00038705548,0.10154893,0.00008604022,0.00018258065,0.00006882144,0.0004919685,0.00003283671,0.00012815064,0.3377956,0.55820733,0.00052985305],"about_ca_topic_score_codex":0.00023143302,"about_ca_topic_score_gemma":0.00006428499,"teacher_disagreement_score":0.872633,"about_ca_system_score_codex":0.00015409458,"about_ca_system_score_gemma":0.00004987043,"threshold_uncertainty_score":0.9978742},"labels":[],"label_agreement":null},{"id":"W2802389461","doi":"10.4337/9781781002629.00021","title":"Respecting and Aligning Knowledge Systems in Northern Canada: Beyond the International Polar Year","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Polar; Geography; Political science; Regional science; Physics; Astronomy","score_opus":0.034894979846055656,"score_gpt":0.29143858740160733,"score_spread":0.25654360755555167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802389461","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":[0.0033769754,0.003914049,0.0000024909446,0.0017281461,0.008228794,0.00088555214,0.00008325291,0.000060771214,0.98172],"genre_scores_gemma":[0.23981416,0.00015473447,0.00005352573,0.0020932471,0.009863967,0.00020499816,0.00012885856,0.0002587697,0.74742776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720055,0.00018384059,0.00074747275,0.00040276448,0.0003955928,0.0010698019],"domain_scores_gemma":[0.997711,0.00084569276,0.00051771366,0.00036114443,0.00042868184,0.00013576091],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00301504,0.00032454924,0.0005063603,0.00020091831,0.0024380356,0.00020365177,0.0005735933,0.0005822101,0.00009908035],"category_scores_gemma":[0.00045455818,0.000258131,0.000060713613,0.00002361753,0.00007397516,0.00019362906,0.00094568287,0.0023199464,0.00006824378],"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":[0.00008911461,0.000028892815,0.115535945,0.0007506005,0.000958392,0.00011806886,0.19191244,0.000007971736,0.000010854574,0.31776845,0.3624724,0.0103468485],"study_design_scores_gemma":[0.00032254762,0.00001665892,0.0013722426,0.00033955864,0.000035667766,0.000010056844,0.014881036,0.000009295245,3.1118714e-7,0.00079284643,0.9819352,0.00028458182],"about_ca_topic_score_codex":0.5996976,"about_ca_topic_score_gemma":0.993566,"teacher_disagreement_score":0.6194628,"about_ca_system_score_codex":0.0021774005,"about_ca_system_score_gemma":0.0025369409,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W2802441416","doi":"10.4337/9781783478170.00030","title":"Effects and issues of the 2010 resource tax reform in Xinjiang","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"China's Ethnic Minorities and Relations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic rent; Tax reform; Natural resource; Resource (disambiguation); Business; Incentive; China; Natural resource economics; Government (linguistics); Tax incentive; Economic policy; Tax policy; Ad valorem tax; Economics; Economy; Market economy; Geography; Political science","score_opus":0.015039322041616107,"score_gpt":0.24883846048591035,"score_spread":0.23379913844429423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802441416","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":[0.000945755,0.0021161037,0.0000073232272,0.0038354157,0.00090222084,0.00044871087,0.000015739435,0.00004811121,0.9916806],"genre_scores_gemma":[0.012746272,0.0001679367,0.00009409098,0.00020652167,0.0009900549,0.000010491101,0.00000618096,0.000039893985,0.9857386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828297,0.00014990165,0.00036193588,0.0003091657,0.00058415043,0.00031189923],"domain_scores_gemma":[0.9987357,0.0003673736,0.00032578007,0.00037576308,0.00008615007,0.00010918834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015790322,0.00021746763,0.00037664792,0.00016637461,0.00044492015,0.0003915575,0.0006186883,0.0007029791,0.000053099324],"category_scores_gemma":[0.0005120987,0.00016039431,0.00015636487,0.000040722938,0.00061762944,0.0002139243,0.00030190413,0.001025808,0.0000058926776],"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":[0.000010842547,0.000007829683,0.00024228399,0.00026676455,0.00005120192,0.0000048642028,0.025621379,0.0000014222558,0.000008410841,0.8660725,0.0805677,0.027144821],"study_design_scores_gemma":[0.00019107302,0.000018197834,0.0013957229,0.0006770925,0.00003415887,0.0000014039109,0.0006687924,0.0000038376716,0.000012148925,0.02775604,0.96903664,0.00020488164],"about_ca_topic_score_codex":0.012815635,"about_ca_topic_score_gemma":0.012739288,"teacher_disagreement_score":0.8884689,"about_ca_system_score_codex":0.00023348302,"about_ca_system_score_gemma":0.00022367056,"threshold_uncertainty_score":0.9937581},"labels":[],"label_agreement":null},{"id":"W2802484205","doi":"10.4337/9781845428952.00021","title":"Managing for Sustainability: Ecological Footprints, Ecosystem Health and the Forest Capital Index","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Forest Management and Policy","field":"Environmental Science","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":"University of Guelph","keywords":"Sustainability; Index (typography); Ecological footprint; Forest ecology; Ecosystem health; Environmental resource management; Ecosystem; Geography; Ecology; Business; Environmental science; Ecosystem services; Computer science; Biology; World Wide Web","score_opus":0.010976571850139177,"score_gpt":0.22116523847245367,"score_spread":0.2101886666223145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802484205","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":[0.0022336582,0.00015946952,0.00033144496,0.0088647995,0.0004286551,0.002962008,0.00003945855,0.00017696782,0.98480356],"genre_scores_gemma":[0.2199525,0.000027237997,0.00017714329,0.0018583807,0.0007057129,0.00024675133,0.00011550548,0.00011296167,0.7768038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972505,0.00009172475,0.00060014793,0.00078120816,0.0005124975,0.0007639118],"domain_scores_gemma":[0.9983053,0.00033712597,0.00044769442,0.00062818546,0.000037804,0.00024385778],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002030257,0.00047584227,0.000594518,0.0001451128,0.0005791436,0.0012801097,0.00083029584,0.00035284692,0.00021852991],"category_scores_gemma":[0.00023758691,0.00034804814,0.00026069072,0.000030845593,0.00058284134,0.00037120905,0.0011930463,0.0006395625,0.000066595654],"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":[0.00013378842,0.00002168161,0.0033048594,0.00046924848,0.0000955926,0.000014330166,0.00090261264,0.00030243208,4.5490992e-8,0.7056609,0.2544324,0.03466213],"study_design_scores_gemma":[0.0008997762,0.000096048636,0.0006973141,0.000049049122,0.000032314565,0.0000070232695,0.00007612206,0.0010263214,9.772252e-8,0.2761774,0.720602,0.00033654447],"about_ca_topic_score_codex":0.0020145786,"about_ca_topic_score_gemma":0.005611475,"teacher_disagreement_score":0.46616957,"about_ca_system_score_codex":0.00088741,"about_ca_system_score_gemma":0.00011113654,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W2802544471","doi":"10.4337/9781784710606.00021","title":"‘Unleashing Local Capital’: scaling cooperative local investing practices","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":"Scrutiny; Transparency (behavior); Social capital; Legislature; Business; Finance; Financial capital; Local community; Investment (military); Public relations; Human capital; Economics; Economic growth; Political science; Politics","score_opus":0.1394317530507183,"score_gpt":0.27624031516883313,"score_spread":0.13680856211811482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802544471","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":[0.0012941482,0.0026806076,0.0054585016,0.0009301923,0.0015928211,0.00041783912,0.00013891849,0.00030399277,0.987183],"genre_scores_gemma":[0.39683542,0.00009291017,0.0017922092,0.001349146,0.0017793814,0.000030504852,0.0004325713,0.00036599598,0.59732187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658746,0.00008648625,0.0013768201,0.00085331174,0.00031606224,0.0007798788],"domain_scores_gemma":[0.9952694,0.00048490815,0.0025346747,0.00073113124,0.00045739944,0.00052245695],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003764784,0.0007225967,0.0012482012,0.0006509795,0.00072771905,0.004071948,0.0012301948,0.0010441251,0.0004676689],"category_scores_gemma":[0.0035596183,0.0008783762,0.00029912172,0.00009215583,0.00047184492,0.002800749,0.00081551244,0.0029118033,0.0007688605],"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":[0.000040855582,0.00003860346,0.0003614429,0.00012933857,0.00057933363,0.00007397328,0.019663623,0.00018642355,0.0000014797711,0.8814924,0.05274762,0.044684958],"study_design_scores_gemma":[0.0006792344,0.000089254,0.00008881166,0.00046238385,0.00005174103,0.000024448076,0.0024062686,0.0009452886,0.000009453412,0.18537977,0.8083732,0.0014901147],"about_ca_topic_score_codex":0.0032977106,"about_ca_topic_score_gemma":0.0015036892,"teacher_disagreement_score":0.7556256,"about_ca_system_score_codex":0.0012411803,"about_ca_system_score_gemma":0.00074958033,"threshold_uncertainty_score":0.9993885},"labels":[],"label_agreement":null},{"id":"W2802597176","doi":"10.4337/9781781006832.00011","title":"Sustainable innovation responses to global climate change","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"Concordia University","funders":"","keywords":"Climate change; Business; Natural resource economics; Environmental science; Economics; Geology; Oceanography","score_opus":0.02454236935057198,"score_gpt":0.23874901095053166,"score_spread":0.2142066415999597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802597176","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":[0.011799553,0.000035660632,0.000021916168,0.0018272239,0.000405973,0.001488603,0.00005686194,0.00027035683,0.98409384],"genre_scores_gemma":[0.019814063,0.000019002438,0.0010727925,0.005647781,0.00066922925,0.00030849356,0.00013817969,0.00014316782,0.9721873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597985,0.00004628389,0.00065773906,0.00095120847,0.0009912587,0.001373657],"domain_scores_gemma":[0.998473,0.000051233754,0.00034624047,0.0007096516,0.00007065885,0.0003492203],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009465124,0.00067581545,0.00045876254,0.0003688728,0.00046059358,0.0014283,0.000923319,0.0006016733,0.00525918],"category_scores_gemma":[0.00029482393,0.00070248614,0.00012068355,0.00024068916,0.00022072633,0.0020445255,0.0023727412,0.0005548729,0.006286677],"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":[0.0001527237,0.000033891665,0.0031721464,0.00014146943,0.00006720813,0.00020450748,0.0016293785,0.0000125102215,0.000045343077,0.45216945,0.43525928,0.10711209],"study_design_scores_gemma":[0.0002728038,0.000094937335,0.010748277,0.00008974557,0.000027893238,0.000016307524,0.000338803,0.0000056042086,0.000036348087,0.04281392,0.94464123,0.00091414276],"about_ca_topic_score_codex":0.0018982838,"about_ca_topic_score_gemma":0.000092425835,"teacher_disagreement_score":0.50938195,"about_ca_system_score_codex":0.0029816166,"about_ca_system_score_gemma":0.00008571311,"threshold_uncertainty_score":0.99960834},"labels":[],"label_agreement":null},{"id":"W2802651145","doi":"10.4337/9781781005149.00026","title":"Criminal enforcement in the US and Canada","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property Law","field":"Social Sciences","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":"Sanctions; Enforcement; Legislature; Intellectual property; Political science; Law and economics; Law enforcement; Business; Law; Economics","score_opus":0.040758129488817484,"score_gpt":0.2468241174914152,"score_spread":0.2060659880025977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802651145","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":[0.0004583689,0.00039979588,0.000004987445,0.0014471199,0.0009263419,0.00045750203,0.00001246736,0.000036993122,0.9962564],"genre_scores_gemma":[0.29717025,0.000059793703,0.000049924114,0.0044487244,0.0017067154,0.000025990006,0.000019929217,0.00005525892,0.6964634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735653,0.00015858244,0.00033723723,0.00032771684,0.0011828643,0.0006370503],"domain_scores_gemma":[0.99887425,0.00032610222,0.0001528214,0.00033065173,0.00013544962,0.00018073966],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021826965,0.0002818426,0.00027719556,0.0001155148,0.0005655461,0.001341632,0.00089665805,0.0003619934,0.0010248432],"category_scores_gemma":[0.00053007127,0.00020898452,0.00006545627,0.00001916954,0.00035596246,0.0004528462,0.0001900829,0.0010500698,0.000023643544],"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":[0.000015335734,0.000005654364,0.000037328024,0.00003744173,0.000035286055,0.00003456182,0.036178976,7.450717e-7,0.0000010683252,0.790132,0.14827187,0.025249764],"study_design_scores_gemma":[0.000091766204,0.000020894611,0.000025937927,0.000078438075,0.00003825343,0.0000060811426,0.001421343,0.0000028459363,0.000005269275,0.0041252356,0.9939007,0.0002832394],"about_ca_topic_score_codex":0.91738796,"about_ca_topic_score_gemma":0.97777313,"teacher_disagreement_score":0.8456288,"about_ca_system_score_codex":0.0006688771,"about_ca_system_score_gemma":0.0017085263,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W2802664941","doi":"10.4337/9781781952641.00039","title":"The Saskatchewan Experience","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":6,"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":"Geography","score_opus":0.029368799690224708,"score_gpt":0.2548450453264818,"score_spread":0.22547624563625707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802664941","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":[0.000020348098,0.00070584373,0.000019803403,0.0011160482,0.0034956136,0.0002578126,0.00002165228,0.0002006769,0.9941622],"genre_scores_gemma":[0.000640517,0.00012147063,0.00007134641,0.00086186023,0.0025611916,0.00001410635,0.000010070057,0.000060677263,0.99565876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972539,0.000060346887,0.0003836197,0.00044092778,0.0011728464,0.00068834424],"domain_scores_gemma":[0.998133,0.00029166922,0.00028840714,0.0005978534,0.00024650115,0.00044259444],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019232846,0.00023976812,0.0002577484,0.00046348927,0.0044595194,0.009865891,0.0014339306,0.00068261684,0.0008537613],"category_scores_gemma":[0.0004947093,0.0002580957,0.00025274855,0.000045997698,0.0022027902,0.000638257,0.00015029844,0.0011036183,0.0002966686],"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":[0.000006801968,0.000002163028,0.0000022673414,0.0000071946615,0.00002820705,0.000039720166,0.037912514,6.706096e-8,9.998563e-7,0.5473234,0.28755656,0.1271201],"study_design_scores_gemma":[0.00006143354,0.000008556521,0.000008011146,0.00005905305,0.000018077131,0.0000022307179,0.00421288,1.7141794e-7,0.0000012953474,0.013410072,0.9819022,0.00031602068],"about_ca_topic_score_codex":0.28636652,"about_ca_topic_score_gemma":0.9764706,"teacher_disagreement_score":0.69434565,"about_ca_system_score_codex":0.0016797445,"about_ca_system_score_gemma":0.003673212,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W2802752887","doi":"10.4337/9781783471706.00015","title":"Implementing the Quebec ‘Healthy Enterprise’ standard: considering readiness for change and psychosocial safety climate","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Psychosocial; Safety climate; Climate change; Business; Psychology; Process management; Medicine; Occupational safety and health; Oceanography; Psychiatry; Geology","score_opus":0.10848611873692378,"score_gpt":0.41911134302716035,"score_spread":0.3106252242902366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802752887","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":[0.00040241683,0.00093741046,0.0026757393,0.034205638,0.0063402345,0.012641719,0.0037416609,0.00043095235,0.9386242],"genre_scores_gemma":[0.04373066,0.0031206028,0.0050788866,0.05291112,0.057193965,0.011050313,0.0052836495,0.0017518625,0.81987894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937036,0.0005064623,0.001651002,0.00088425947,0.0010150127,0.0022396322],"domain_scores_gemma":[0.99214935,0.0044815075,0.0011353048,0.0007087675,0.000959232,0.00056586124],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009914187,0.0005697748,0.0009724036,0.00031909137,0.0055175098,0.00048071003,0.0006213674,0.0009453128,0.00033315137],"category_scores_gemma":[0.0011480838,0.0004594186,0.00023905889,0.000042609772,0.0002481288,0.00042198814,0.0008291652,0.0027422763,0.000050224102],"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":[0.003456513,0.000010825842,0.0040541906,0.005630908,0.00018625705,0.0000065503386,0.0074453545,1.96542e-7,0.0000016616913,0.49611264,0.08102105,0.40207386],"study_design_scores_gemma":[0.0017971849,0.00017601807,0.0016973243,0.0011936527,0.000056525456,0.0000034513546,0.0004349207,0.000049790975,4.1816088e-7,0.008512845,0.98566407,0.00041378217],"about_ca_topic_score_codex":0.0033984287,"about_ca_topic_score_gemma":0.034268614,"teacher_disagreement_score":0.90464306,"about_ca_system_score_codex":0.0007642312,"about_ca_system_score_gemma":0.0017899364,"threshold_uncertainty_score":0.9997858},"labels":[],"label_agreement":null},{"id":"W2802816821","doi":"10.4337/9781785361432.00006","title":"Walking the copyright tightrope","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Copyright law; Fair use; Balance (ability); Common law copyright; Fair dealing; Statute; Law and economics; Copyright Act; Copyright infringement; Balance of interests; Political science; Subtext; Moral rights; Law; Intellectual property; Sociology; Computer science; Psychology","score_opus":0.03551204970427478,"score_gpt":0.21381644490219853,"score_spread":0.17830439519792374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802816821","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":[0.00002194465,0.00052825466,0.00005327592,0.002711206,0.0039301524,0.00060243777,0.00000902396,0.00049193064,0.9916518],"genre_scores_gemma":[0.02807328,0.000024417648,0.00004209982,0.0048239697,0.013629038,0.000027998954,0.00011364663,0.00025659424,0.95300895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967343,0.000016356744,0.0006508356,0.00089227356,0.0009797162,0.00072649703],"domain_scores_gemma":[0.9963249,0.00015919596,0.0009912096,0.0018023112,0.00067514397,0.000047265283],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012070707,0.0008117362,0.0006936399,0.0004302249,0.0019659512,0.018184004,0.0031480503,0.0006392454,0.011411602],"category_scores_gemma":[0.0008233334,0.0004904248,0.000500421,0.00002861932,0.00042936867,0.0041406793,0.0014696824,0.0019291553,0.0042281803],"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":[0.000034435223,0.0000070151236,0.0000045182933,0.00009047914,0.00012775004,0.000034609086,0.00012457876,1.2410906e-7,0.000015322528,0.15032528,0.796483,0.052752905],"study_design_scores_gemma":[0.00026277412,0.000012791256,0.000017947155,0.00041142027,0.00016923025,0.0000080768505,0.000012050027,0.00042305238,0.00003136677,0.069076985,0.92884046,0.0007338329],"about_ca_topic_score_codex":0.0006930339,"about_ca_topic_score_gemma":0.000578695,"teacher_disagreement_score":0.1323575,"about_ca_system_score_codex":0.00012779186,"about_ca_system_score_gemma":0.000154737,"threshold_uncertainty_score":0.9997547},"labels":[],"label_agreement":null},{"id":"W2802953756","doi":"10.4337/9780857939258.00013","title":"Multilevel governance and the politics of environmental water recoveries","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Water resources management and optimization","field":"Engineering","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":"Livelihood; Politics; Government (linguistics); Agriculture; Corporate governance; Environmental planning; Political science; Irrigation; Environmental governance; Natural resource economics; Business; Geography; Economics; Ecology","score_opus":0.006515125014403537,"score_gpt":0.15036968601137607,"score_spread":0.14385456099697252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802953756","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":[0.00126216,0.00046147697,0.002127644,0.0001729822,0.00059999846,0.00039049127,0.00011491272,0.00016231115,0.994708],"genre_scores_gemma":[0.16917522,0.00021076182,0.00053077907,0.00015164229,0.00047477373,0.000013186434,0.00012582657,0.000146608,0.8291712],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896514,0.000016054906,0.00031363755,0.00019670173,0.00027635903,0.00023207438],"domain_scores_gemma":[0.9994691,0.000052907955,0.00010473305,0.00031226632,0.000013878404,0.000047119043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460626,0.00027210062,0.00031488933,0.00006028851,0.00008664181,0.00038520957,0.00029348323,0.00020257417,0.00010806195],"category_scores_gemma":[0.000018206289,0.00018404369,0.00009351696,0.000003331159,0.00023336822,0.00021661064,0.00021829628,0.00031547926,0.000015965634],"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":[0.00018849388,0.000018641378,0.0001258285,0.001887279,0.0015323041,0.0000189072,0.014761589,0.009608895,0.0003024149,0.7645463,0.06923088,0.13777848],"study_design_scores_gemma":[0.00085435575,0.000018956775,0.000058872763,0.00014323852,0.000100208585,0.0000033644947,0.000019607503,0.006313917,0.00071533804,0.008229551,0.9831544,0.00038820005],"about_ca_topic_score_codex":0.000016705702,"about_ca_topic_score_gemma":0.0000062783474,"teacher_disagreement_score":0.9139235,"about_ca_system_score_codex":0.000059239184,"about_ca_system_score_gemma":0.0000036986826,"threshold_uncertainty_score":0.75050837},"labels":[],"label_agreement":null},{"id":"W2803177187","doi":"10.4337/9780857939319.00008","title":"A review of two decades of employment equity in Canada: progress and propositions","year":2014,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Equity (law); Business; Political science; Law","score_opus":0.05874382327134779,"score_gpt":0.396837293014101,"score_spread":0.33809346974275317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803177187","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":[0.000023924656,0.9782089,0.000004845949,0.00039754497,0.00024133622,0.0013070698,0.00011416232,0.000016362208,0.019685866],"genre_scores_gemma":[0.0001802051,0.99856025,0.0003038457,0.00031871782,0.000100172736,0.00014972832,0.00003807573,0.0000221831,0.00032683913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716496,0.00058312505,0.00089466746,0.00030544712,0.0006760808,0.00037569215],"domain_scores_gemma":[0.99834913,0.00018368245,0.0007421442,0.00031804352,0.00024319784,0.00016378528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023794556,0.00021886687,0.0012922112,0.00016273292,0.00015194838,0.00019435663,0.0006608226,0.00012949346,0.000030106947],"category_scores_gemma":[0.0005190077,0.00017440786,0.00014770073,0.00028924047,0.00025796285,0.00024900504,0.00032430244,0.0003566556,1.16751025e-7],"study_design_candidate":"not_applicable","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":[5.336414e-7,0.000029908597,0.000121891724,0.027025724,0.00006192329,0.0000021049768,0.00034294848,2.194621e-8,4.6133867e-8,0.07055264,0.0048963153,0.8969659],"study_design_scores_gemma":[0.0000945378,0.000016209193,0.000059511745,0.086890034,0.00017596845,7.593534e-7,0.00005136291,1.5376425e-7,6.889912e-7,0.00031165127,0.9122427,0.00015641465],"about_ca_topic_score_codex":0.78817576,"about_ca_topic_score_gemma":0.93110794,"teacher_disagreement_score":0.90734637,"about_ca_system_score_codex":0.00065995206,"about_ca_system_score_gemma":0.007009583,"threshold_uncertainty_score":0.99861974},"labels":[],"label_agreement":null},{"id":"W2803211744","doi":"10.4337/9781783479641.00022","title":"Partnerships and industrial clusters: the case of the fashion cluster development in Montreal","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Cluster (spacecraft); Geography; Computer science","score_opus":0.14066407093041247,"score_gpt":0.2810132749606423,"score_spread":0.14034920403022985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803211744","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":[0.01654093,0.00026734546,0.000003292622,0.01623429,0.0016849097,0.0014431392,0.000021482787,0.000051861054,0.96375275],"genre_scores_gemma":[0.16585883,0.000015007948,0.00004372552,0.00035442796,0.0009461735,0.00003347389,0.000017191032,0.000035910853,0.83269525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743366,0.00028118605,0.0006623044,0.00040668994,0.00075837475,0.00045778716],"domain_scores_gemma":[0.99842644,0.00027693564,0.00047499198,0.000351484,0.0002663255,0.00020380903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030980366,0.00033820403,0.0004007483,0.00011722664,0.00062937976,0.0009574376,0.0007194629,0.00091151794,0.0000998858],"category_scores_gemma":[0.0006642911,0.00020270451,0.000106042135,0.00007552352,0.0005908944,0.0003971153,0.00062286656,0.0013823236,0.00000603706],"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":[0.00008218882,0.000018334606,0.0005624815,0.000030165202,0.00014330786,0.00014622623,0.053618897,0.0000050237695,4.808164e-7,0.058629666,0.67872995,0.20803328],"study_design_scores_gemma":[0.0006037801,0.000016608277,0.0000826959,0.0002564178,0.000036726513,0.00004123682,0.0071127582,0.000003923465,0.0000043976083,0.0027909009,0.9887466,0.0003039623],"about_ca_topic_score_codex":0.0041912342,"about_ca_topic_score_gemma":0.20791106,"teacher_disagreement_score":0.31001663,"about_ca_system_score_codex":0.00057303545,"about_ca_system_score_gemma":0.0012767368,"threshold_uncertainty_score":0.9232593},"labels":[],"label_agreement":null},{"id":"W2803223462","doi":"10.4337/9781847209962.00017","title":"Business Engagement of Chinese Immigrants in Canada","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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":"Immigration; Business; Business administration; Political science; Demographic economics; Economics; Law","score_opus":0.0341290917048066,"score_gpt":0.26468253196752717,"score_spread":0.23055344026272057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803223462","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":[0.021917451,0.00024764007,0.00003006729,0.00036464774,0.001330192,0.00044477038,0.000036925965,0.000043542834,0.97558475],"genre_scores_gemma":[0.4947953,0.00016030525,0.00015894602,0.0006467824,0.0015238409,0.000018727838,0.000091385584,0.000081857484,0.5025229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729735,0.00009982092,0.00077515276,0.00043584348,0.00086560607,0.0005262286],"domain_scores_gemma":[0.99822795,0.00027208682,0.00050004944,0.00038844888,0.00041471436,0.00019672174],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002766838,0.0003262606,0.0005697337,0.00038913358,0.0002737768,0.00031693955,0.000783436,0.00039513747,0.0006377123],"category_scores_gemma":[0.0006283967,0.0003347015,0.00011560596,0.00010349329,0.00016181915,0.0005760512,0.00013489918,0.0007521822,0.000011601622],"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":[0.00017844171,0.00014064189,0.104533784,0.0010609949,0.0006226938,0.0003029479,0.21808869,0.00019793551,0.000021495993,0.2836274,0.20782417,0.18340081],"study_design_scores_gemma":[0.0004172112,0.000011905772,0.0259661,0.0002884009,0.000026074405,0.000001066546,0.0019755394,0.000008206404,0.000011481849,0.01376077,0.9568829,0.00065035134],"about_ca_topic_score_codex":0.98325336,"about_ca_topic_score_gemma":0.9994937,"teacher_disagreement_score":0.7490587,"about_ca_system_score_codex":0.0011430277,"about_ca_system_score_gemma":0.0048514917,"threshold_uncertainty_score":0.9999105},"labels":[],"label_agreement":null},{"id":"W2803259265","doi":"10.4337/9781783478842.00038","title":"Migrant and domestic and care workers: unfree labour, crises of social reproduction and the unsustainability of life under ‘vagabond capitalism’","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Commodification; Capitalism; Care work; Domestic work; Reproduction; Immigration; Social reproduction; Power (physics); Inequality; Sociology; Political science; State (computer science); Gender studies; Political economy; Work (physics); Economics; Economy; Social science; Politics; Law","score_opus":0.036703095206858875,"score_gpt":0.32437146263071537,"score_spread":0.2876683674238565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803259265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72210765,0.026995515,0.000026299926,0.023044338,0.00215981,0.004088134,0.00040631116,0.00021422034,0.22095771],"genre_scores_gemma":[0.8603936,0.0003650747,0.0000836474,0.00037968514,0.0016248405,0.000083823186,0.000043773278,0.00010145386,0.1369241],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733573,0.00033731683,0.00084870827,0.0006561327,0.00043731357,0.00038481972],"domain_scores_gemma":[0.99653554,0.00077790034,0.00085405464,0.00052206684,0.0011913456,0.00011907129],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017904877,0.00038565855,0.00092894153,0.00018432092,0.0010399355,0.00011647587,0.00021485217,0.00055437384,0.00006204405],"category_scores_gemma":[0.0013801449,0.0002748943,0.0001122787,0.000039921335,0.0021728866,0.00027013512,0.00064904726,0.0008688174,8.598885e-7],"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":[0.0017764958,0.000042341562,0.030002633,0.012965346,0.0014545969,0.000008041742,0.41999394,5.610929e-7,0.000010802667,0.40509954,0.11863333,0.010012358],"study_design_scores_gemma":[0.006637361,0.0003974536,0.068682455,0.0021620926,0.0012159185,0.000008095228,0.17823136,0.0000019187892,0.000010343749,0.35978943,0.38178492,0.001078637],"about_ca_topic_score_codex":0.002246559,"about_ca_topic_score_gemma":0.001226326,"teacher_disagreement_score":0.2631516,"about_ca_system_score_codex":0.00010550603,"about_ca_system_score_gemma":0.00040397927,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W2803370899","doi":"10.4337/9781786430793.00007","title":"Regulating judges: challenges, controversies and choices","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":8,"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":"University of Oxford; Universiteit Utrecht; University of Cambridge; McGill University","keywords":"Accountability; Independence (probability theory); Foundation (evidence); Political science; Law and economics; Pyramid (geometry); Frame (networking); Epistemology; Engineering ethics; Positive economics; Law; Sociology; Economics; Computer science; Engineering","score_opus":0.02874966864800303,"score_gpt":0.20886772743520995,"score_spread":0.18011805878720694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803370899","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":[0.00004979744,0.0007151783,0.000015413567,0.0066136755,0.0009298617,0.00027690874,0.000013225557,0.00028017012,0.9911058],"genre_scores_gemma":[0.00960591,0.000108673994,0.00015318741,0.03217197,0.009350444,0.000024921104,0.000118616656,0.00014909144,0.94831717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981189,0.0000075385756,0.00042771653,0.00055236655,0.00057969766,0.00031383132],"domain_scores_gemma":[0.99852484,0.00018440449,0.0006054453,0.00029747514,0.00035358107,0.000034267414],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00048131184,0.00041438732,0.00037498664,0.00038318738,0.00027573513,0.0027958546,0.00041095514,0.00033382862,0.0005175852],"category_scores_gemma":[0.00038693807,0.00034636175,0.00014144543,0.000013143917,0.00016972705,0.003427737,0.00034643285,0.00037681664,0.00026192283],"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":[0.000017124452,0.0000044226654,0.000019708035,0.00012433263,0.00010109514,0.000005589467,0.00004356354,1.4202533e-7,0.000018022683,0.95731366,0.032245986,0.010106349],"study_design_scores_gemma":[0.0005136487,0.000009049863,0.00005895797,0.00036193195,0.000051690196,0.0000031290313,0.000027017266,0.000049887385,0.000009832032,0.15419358,0.84434247,0.00037883333],"about_ca_topic_score_codex":0.000064515305,"about_ca_topic_score_gemma":0.00018591358,"teacher_disagreement_score":0.8120965,"about_ca_system_score_codex":0.000088416135,"about_ca_system_score_gemma":0.000043757795,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W2803492716","doi":"10.4337/9781781005880.00005","title":"Tables","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Computer science","score_opus":0.010734812829975942,"score_gpt":0.17500169794010395,"score_spread":0.16426688511012802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803492716","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":[0.000027627862,0.0015841789,0.00041044888,0.00008398081,0.0023414472,0.0002638441,0.000043207216,0.0016164823,0.9936288],"genre_scores_gemma":[0.0021138226,0.00019238226,0.0012865389,0.00012448174,0.0019894042,0.000057971643,0.00012039099,0.00036343775,0.9937516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981859,0.0000054913876,0.00044585546,0.0003922285,0.00041908547,0.0005514733],"domain_scores_gemma":[0.99891764,0.00009007402,0.00007357557,0.000606274,0.00013191646,0.00018051623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018675734,0.00066608784,0.00062231644,0.0003125565,0.00010189008,0.0010089745,0.0005653109,0.0005866832,0.0012593422],"category_scores_gemma":[0.00007385851,0.00067009317,0.00022034309,0.000021580856,0.00006286397,0.00047272636,0.0002586092,0.0011629856,0.00061896845],"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":[0.0000014910873,0.000002257762,0.000004137385,0.00030741174,0.00038961018,0.000026638989,0.00016645505,0.0006346819,0.000015469222,0.08831099,0.8552373,0.05490356],"study_design_scores_gemma":[0.0001221182,0.000016170246,0.000015222922,0.00020127093,0.000057148147,0.0000097043485,0.0000076115043,0.00065879093,0.0000622997,0.006406922,0.9917208,0.00072194793],"about_ca_topic_score_codex":0.00005454051,"about_ca_topic_score_gemma":0.0000544668,"teacher_disagreement_score":0.13648349,"about_ca_system_score_codex":0.00014406562,"about_ca_system_score_gemma":0.000040677227,"threshold_uncertainty_score":0.99965364},"labels":[],"label_agreement":null},{"id":"W2803607519","doi":"10.4337/9781840648195.00014","title":"The Organisational Re-design of Canada’s Aviation Infrastructure","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Aviation; Business; Aeronautics; Engineering; Aerospace engineering","score_opus":0.019689474111912523,"score_gpt":0.22553723243481966,"score_spread":0.20584775832290714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803607519","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":[0.000008006718,0.000049312417,0.0009395046,0.0052979817,0.0015714279,0.00030614497,0.000063448664,0.000048012673,0.99171615],"genre_scores_gemma":[0.035287064,0.000045310764,0.0003789573,0.00044366412,0.0017996527,0.000008249831,0.00009076361,0.000044753513,0.9619016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973078,0.00011010177,0.00043003587,0.00023947385,0.0016452966,0.0002673232],"domain_scores_gemma":[0.9977821,0.0005333245,0.0006127865,0.00021696217,0.00076228834,0.00009249857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011110537,0.00019322551,0.00019018858,0.00008373145,0.000975416,0.00072013336,0.0006501616,0.0003726469,0.00090486667],"category_scores_gemma":[0.0009124951,0.00016416349,0.00008045161,0.000024426636,0.00018175879,0.0003987791,0.000060009133,0.00047674432,0.000010362751],"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":[0.0000063514212,0.0000014468468,0.000008859886,0.0000045144675,0.000041475127,0.0000013721831,0.0011615177,0.000049662147,0.0000037973566,0.8074342,0.18889225,0.0023945733],"study_design_scores_gemma":[0.0000806539,0.000010669137,0.00016112631,0.000045652094,0.00001785598,6.8941404e-7,0.00010842895,0.00004394727,0.000023190129,0.13588732,0.8634578,0.00016266652],"about_ca_topic_score_codex":0.092975736,"about_ca_topic_score_gemma":0.344069,"teacher_disagreement_score":0.67456555,"about_ca_system_score_codex":0.00090064,"about_ca_system_score_gemma":0.0033546656,"threshold_uncertainty_score":0.9907656},"labels":[],"label_agreement":null},{"id":"W2803631129","doi":"10.4337/9781784711443.00019","title":"Small nation versus small states: the case of Quebec","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"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":"Political science","score_opus":0.12345253176206716,"score_gpt":0.29915183791312283,"score_spread":0.17569930615105567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803631129","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":[0.0018815218,0.0005293228,0.00004948531,0.003695704,0.003395096,0.00045146793,0.000086084015,0.000110806155,0.9898005],"genre_scores_gemma":[0.021861056,0.00007531603,0.00020628975,0.00028141448,0.0024348632,0.000020437448,0.000031238127,0.000055974724,0.9750334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753547,0.00015909364,0.00044580337,0.0004463633,0.0009275539,0.0004857433],"domain_scores_gemma":[0.9971299,0.0006166437,0.0008011985,0.00041637867,0.00078940036,0.00024645604],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003231696,0.0002789346,0.0003602258,0.00009751657,0.000702521,0.0013153905,0.0012126825,0.00054063316,0.00015057295],"category_scores_gemma":[0.0014750209,0.00022286993,0.00021801215,0.00008856163,0.0009074352,0.00052943564,0.00021207388,0.0006631639,0.000027474942],"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":[0.000040955987,0.000008828753,0.000008650105,0.000018565073,0.00006492096,0.00010598416,0.03238505,0.000010427403,6.191524e-7,0.78419036,0.0847442,0.09842146],"study_design_scores_gemma":[0.0003130072,0.000051407755,0.000009471875,0.00007798009,0.000054792257,0.00000516244,0.00827836,0.000015658705,0.0000024997491,0.049748253,0.9411504,0.00029300424],"about_ca_topic_score_codex":0.5240505,"about_ca_topic_score_gemma":0.90086704,"teacher_disagreement_score":0.8564062,"about_ca_system_score_codex":0.000626044,"about_ca_system_score_gemma":0.0022213557,"threshold_uncertainty_score":0.99972135},"labels":[],"label_agreement":null},{"id":"W2803659323","doi":"10.4337/9781784710866.00027","title":"Engendered movements: migration, gender and health in a globalized world","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":15,"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":"Immigration; Globalization; Gender studies; Political science; Perspective (graphical); Sociology; Development economics; Economic growth; Political economy","score_opus":0.13771289152604196,"score_gpt":0.39061746944150477,"score_spread":0.25290457791546284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803659323","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":[0.000029003264,0.0034118576,0.00010373185,0.0352124,0.0020714174,0.0022310072,0.00025024544,0.0002678289,0.9564225],"genre_scores_gemma":[0.0008885088,0.0009168711,0.00030597197,0.057692435,0.0014612229,0.0003530168,0.000116488394,0.00015248619,0.938113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497205,0.00030613842,0.001758195,0.00092820433,0.0006259239,0.0014094827],"domain_scores_gemma":[0.99692273,0.0004080254,0.00096858287,0.0006708684,0.00037390727,0.0006558775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026917723,0.0006421261,0.0011780165,0.00072834815,0.0010333734,0.00018448112,0.0004156999,0.0007331505,0.00059820164],"category_scores_gemma":[0.00031848042,0.0005387517,0.0001308619,0.00006797543,0.00012338777,0.00043556347,0.00049727596,0.0019236166,0.00016665319],"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":[0.00015589256,0.000028666438,0.0029320666,0.0015156016,0.00030593155,0.000021510383,0.0307773,9.721075e-8,0.0000029453088,0.42066547,0.4860595,0.05753504],"study_design_scores_gemma":[0.0020293584,0.0000451107,0.002431863,0.0014923324,0.000016831205,0.0000012541608,0.00044556893,0.0000025501802,3.3075776e-7,0.021632055,0.9714477,0.0004550294],"about_ca_topic_score_codex":0.0014581851,"about_ca_topic_score_gemma":0.011675753,"teacher_disagreement_score":0.48538825,"about_ca_system_score_codex":0.0011653556,"about_ca_system_score_gemma":0.0022058713,"threshold_uncertainty_score":0.9997064},"labels":[],"label_agreement":null},{"id":"W2804036081","doi":"10.4337/9781781009413.00025","title":"Pipeline politics in northwest Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Geopolitics; Polity; Politics; Natural resource; Resource (disambiguation); Geography; Arctic; Political science; Economy; Pipeline transport; Environmental planning; Environmental protection; Natural resource economics; Environmental resource management; Engineering; Economics","score_opus":0.021317431934377996,"score_gpt":0.25332964423553134,"score_spread":0.23201221230115335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804036081","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":[0.00003297806,0.00017180464,0.0000337834,0.01602019,0.0013473273,0.00025320082,0.0000996833,0.000102029604,0.981939],"genre_scores_gemma":[0.07909496,0.00005302272,0.00009796543,0.0032801793,0.003941061,0.0000098833025,0.000045826604,0.00007228664,0.9134048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970549,0.00009392685,0.00054874463,0.00046943992,0.00097518886,0.00085782615],"domain_scores_gemma":[0.9983837,0.00034701708,0.00029999975,0.00040261354,0.00019894257,0.0003677056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009082156,0.0003848703,0.000581714,0.00022642824,0.00072760327,0.00049752084,0.00076513307,0.00053211994,0.00016491141],"category_scores_gemma":[0.0008771861,0.00037882812,0.00013051317,0.000037186608,0.00049495423,0.00018454097,0.00024653476,0.0010308995,0.0000326043],"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":[0.000002139836,0.0000026266985,0.00031715797,0.000023923665,0.000028400911,0.000032529824,0.0030218132,9.612066e-7,1.9717337e-8,0.5804446,0.4111191,0.0050067417],"study_design_scores_gemma":[0.00016193918,0.000009372826,0.00025095968,0.00015367001,0.000027606206,0.0000017349329,0.0004565925,0.000003282689,4.9761314e-7,0.025961803,0.9725533,0.0004192511],"about_ca_topic_score_codex":0.9583098,"about_ca_topic_score_gemma":0.99681973,"teacher_disagreement_score":0.5614342,"about_ca_system_score_codex":0.0010379079,"about_ca_system_score_gemma":0.003801709,"threshold_uncertainty_score":0.99986637},"labels":[],"label_agreement":null},{"id":"W2804063339","doi":"10.4337/9781786435927","title":"Creative Industries and Entrepreneurship","year":2018,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":28,"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":"Entrepreneurship; Creative industries; Business; Economic geography; Economics; Visual arts; Art","score_opus":0.05083035527837052,"score_gpt":0.2728705518858741,"score_spread":0.2220401966075036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804063339","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":[0.0004873807,0.00040560076,0.000003666326,0.004468228,0.0012287142,0.0004634236,0.00004940257,0.00025555832,0.99263805],"genre_scores_gemma":[0.00066582026,0.00007469312,0.0000918801,0.00051083096,0.003655173,0.000028497156,0.00011210818,0.00004909778,0.9948119],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971724,0.00022394712,0.00040002816,0.00067273347,0.00087221613,0.00065867166],"domain_scores_gemma":[0.99812734,0.00028577106,0.00035218816,0.0003136235,0.00050503167,0.00041602677],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011817786,0.00041338534,0.00046734724,0.00017412247,0.001060606,0.0039668228,0.00066629634,0.0013282775,0.0014456693],"category_scores_gemma":[0.0018214642,0.0003792397,0.000095300114,0.00010263949,0.0012326485,0.0008179554,0.00038848273,0.0012210384,0.00006877636],"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":[0.000010749641,0.000005034014,0.0002102256,0.000012703688,0.00007980607,0.000012552694,0.011160903,2.573294e-8,4.972287e-7,0.015139614,0.9212345,0.052133393],"study_design_scores_gemma":[0.00016825162,0.000041175317,0.00016211832,0.0002614021,0.000051021616,0.0000033278616,0.0024479465,1.680147e-7,0.00004059087,0.010112172,0.9862415,0.00047031097],"about_ca_topic_score_codex":0.0023770826,"about_ca_topic_score_gemma":0.0030651053,"teacher_disagreement_score":0.06500702,"about_ca_system_score_codex":0.0006357294,"about_ca_system_score_gemma":0.0026612286,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W2804095204","doi":"10.4337/9781781951415.00018","title":"Managing without growth in Canada: exploring the possibilities","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Political science; History","score_opus":0.047370845019893054,"score_gpt":0.239928206218181,"score_spread":0.19255736119828795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804095204","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":[0.0077681784,0.0003026074,0.0000053526046,0.010161816,0.0026358804,0.00046901504,0.000017853992,0.00008557166,0.9785537],"genre_scores_gemma":[0.19406822,0.00019265478,0.00007114477,0.0010274602,0.0017679764,0.000091685426,0.000004458292,0.000057920508,0.80271846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964953,0.000113647075,0.00044136183,0.0005499898,0.0015815669,0.00081811514],"domain_scores_gemma":[0.99852085,0.000347428,0.0003590695,0.00035323578,0.00020410884,0.00021532465],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001580678,0.00031940927,0.00039826782,0.00010254986,0.0008578648,0.002108556,0.0015972116,0.00019618022,0.00030920666],"category_scores_gemma":[0.0005913285,0.00025581825,0.00012687551,0.00008437238,0.00047947062,0.0015512735,0.0002584177,0.0009904259,0.00003802007],"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":[0.000005208406,0.0000028721904,0.002529538,0.000029605304,0.000032334407,0.000018077213,0.030979669,0.00000436628,5.2096243e-7,0.8454907,0.076876916,0.04403021],"study_design_scores_gemma":[0.00014275113,0.000010829235,0.0029123332,0.00037073353,0.000017481314,8.7917056e-7,0.019967154,0.000015085209,0.0000038458334,0.1708015,0.8051286,0.00062884565],"about_ca_topic_score_codex":0.9952655,"about_ca_topic_score_gemma":0.9967648,"teacher_disagreement_score":0.72825164,"about_ca_system_score_codex":0.0021195167,"about_ca_system_score_gemma":0.0048140804,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W2805536985","doi":"10.4337/9781785362491.00011","title":"Patent pledges in green technology","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intellectual property; Alliance; Business; Commons; Law and economics; International trade; Political science; Economics; Law","score_opus":0.05212530447638089,"score_gpt":0.2772688101565346,"score_spread":0.2251435056801537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805536985","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":[0.00030010397,0.0003259814,0.0000018440365,0.0058172126,0.00078955764,0.0003673515,0.000052913005,0.00018596125,0.99215907],"genre_scores_gemma":[0.025143046,0.00013683083,0.0000984132,0.00039963357,0.0013291675,0.000028861612,0.000030942385,0.00007348589,0.9727596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978626,0.00005668841,0.0003588796,0.00052656606,0.00056745234,0.0006278529],"domain_scores_gemma":[0.99860096,0.000074684314,0.0003545114,0.0007299397,0.000043720825,0.00019616853],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00087664917,0.00033475895,0.0004514853,0.000454492,0.000661263,0.00092566304,0.0015436348,0.0013114997,0.00042311783],"category_scores_gemma":[0.00025404774,0.0003496091,0.0001588996,0.000016157694,0.0009653401,0.0005521605,0.00047237115,0.0011691144,0.00032114206],"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":[0.00000695274,0.000010820543,0.000609295,0.000021309119,0.000035131452,0.000066842826,0.0026408746,1.8736252e-7,0.000006224167,0.8944976,0.011820574,0.09028424],"study_design_scores_gemma":[0.00018670867,0.00002349439,0.00014897686,0.00016856944,0.000015668542,0.000002104632,0.00010088047,2.655342e-7,0.000014108685,0.13669291,0.8623146,0.00033171126],"about_ca_topic_score_codex":0.013228851,"about_ca_topic_score_gemma":0.049274422,"teacher_disagreement_score":0.850494,"about_ca_system_score_codex":0.00043687772,"about_ca_system_score_gemma":0.0003211028,"threshold_uncertainty_score":0.999985},"labels":[],"label_agreement":null},{"id":"W2805578421","doi":"10.4337/9781847208712.00014","title":"Constructing Non-citizens: The Living Law of Anti-terrorism in Canada","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrorism; Democracy; State (computer science); Political science; War on terror; Law; International law; Criminology; Political economy; Sociology; Politics","score_opus":0.029981289854119127,"score_gpt":0.2662531593905258,"score_spread":0.23627186953640666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805578421","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":[0.021137554,0.00022110167,0.000086894244,0.0008310463,0.0037795636,0.00051395455,0.000101877624,0.00007969752,0.9732483],"genre_scores_gemma":[0.95436704,0.00003143106,0.00004153598,0.0015077146,0.0014981369,0.000010650984,0.000011824137,0.00008242096,0.042449217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530727,0.0001930946,0.0011253334,0.0006326126,0.0015426876,0.0011990299],"domain_scores_gemma":[0.9963116,0.0016375863,0.0006927732,0.0006680928,0.00035235757,0.00033759675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028022153,0.0005107475,0.0008427641,0.00025020173,0.00051146426,0.00064210815,0.0015964321,0.00068319537,0.00025391925],"category_scores_gemma":[0.0006849719,0.00045598322,0.00024041507,0.000075501106,0.0011267144,0.00058163574,0.00032192055,0.0019121594,0.000011744883],"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":[0.00003116206,0.000032416123,0.005187835,0.0003780951,0.00027947564,0.0004347541,0.14785837,0.000005371095,0.000017552013,0.7577324,0.01650706,0.07153556],"study_design_scores_gemma":[0.0009549884,0.00011672637,0.0022867739,0.010066784,0.00027019336,0.000064468644,0.35819912,0.00011225719,0.00015586961,0.034724977,0.5898434,0.00320446],"about_ca_topic_score_codex":0.93512267,"about_ca_topic_score_gemma":0.98052156,"teacher_disagreement_score":0.9332295,"about_ca_system_score_codex":0.0016166149,"about_ca_system_score_gemma":0.0037743885,"threshold_uncertainty_score":0.9997892},"labels":[],"label_agreement":null},{"id":"W2805641839","doi":"10.4337/9781782540601.00017","title":"Social capital and place-based policy: Aboriginal communities in Canada","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","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":"Economics; Diseconomies of scale; Context (archaeology); Competition (biology); Economic geography; Capital (architecture); Economies of scale; Lagging; Fujita scale; Corporate governance; Metropolitan area; Market economy; Geography; Microeconomics","score_opus":0.014587281710873519,"score_gpt":0.20656330061212805,"score_spread":0.19197601890125454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805641839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5713562,0.00010982641,1.0151623e-7,0.007929727,0.00020012261,0.0004143094,0.000110654764,0.00006987568,0.4198092],"genre_scores_gemma":[0.82955605,0.000014116801,0.000027319911,0.0009815317,0.00066012726,0.00003188562,0.0004037405,0.000006176359,0.16831905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983048,0.00007815156,0.0003649936,0.0003001403,0.00044969915,0.0005022387],"domain_scores_gemma":[0.9991524,0.0002746103,0.00016113718,0.000084566294,0.00016729099,0.0001599651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639584,0.0003573084,0.00041442126,0.000059559014,0.00035028683,0.0008827737,0.00049355224,0.00032723258,0.00039439922],"category_scores_gemma":[0.000045253575,0.0001731546,0.000077078555,0.000040061943,0.0001786214,0.0003548642,0.000143742,0.00077584595,0.0000063122625],"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":[0.00019739576,0.00005610649,0.022684358,0.00038947418,0.00016973,0.00016190506,0.0080767395,0.000007903689,0.00009319715,0.22994614,0.30975673,0.42846033],"study_design_scores_gemma":[0.00026441595,0.0000509205,0.03727227,0.00008922706,0.000010149334,0.0000037080774,0.001773147,0.000025852045,0.000009341225,0.016839812,0.9429798,0.00068136014],"about_ca_topic_score_codex":0.9345544,"about_ca_topic_score_gemma":0.978323,"teacher_disagreement_score":0.63322306,"about_ca_system_score_codex":0.0010686812,"about_ca_system_score_gemma":0.0017470156,"threshold_uncertainty_score":0.8512607},"labels":[],"label_agreement":null},{"id":"W2806594039","doi":"10.4337/9781786431158.00015","title":"Indian residential schools","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Indigenous; Legislature; Psychological resilience; Population; Political science; Public relations; Economic growth; Sociology; Psychology; Social psychology; Economics; Law","score_opus":0.02589181942239478,"score_gpt":0.2908995359339113,"score_spread":0.26500771651151656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806594039","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":[0.0003780358,0.00025022362,0.0000073462743,0.0010891728,0.008097014,0.00094230997,0.00005103115,0.00029587673,0.988889],"genre_scores_gemma":[0.00331877,0.00088061596,0.00021413006,0.00017902319,0.013365541,0.000006224408,0.00011854622,0.000116905176,0.98180026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996044,0.00019093581,0.0005935952,0.00074411125,0.0013836056,0.0010437539],"domain_scores_gemma":[0.99653953,0.00013426213,0.0008971494,0.0011302296,0.0006141732,0.00068466365],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029033981,0.00043503655,0.0005323231,0.0005023465,0.015414364,0.006387963,0.0020353387,0.0016111498,0.0008331485],"category_scores_gemma":[0.00013441082,0.0004228345,0.00028834608,0.000017997396,0.0005382093,0.0017130943,0.000018148205,0.0019286933,0.00085749663],"study_design_candidate":"not_applicable","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":[0.000010231502,0.000010662396,0.000015101119,0.000060030063,0.00006872732,0.000045327994,0.16679883,6.334513e-8,1.632721e-7,0.77764565,0.051409006,0.0039362432],"study_design_scores_gemma":[0.0001495387,0.000023917895,0.000032248143,0.00029284073,0.000042104257,0.0000049320543,0.0006485144,5.8994686e-8,0.000007151545,0.097707175,0.90061903,0.0004724722],"about_ca_topic_score_codex":0.18403035,"about_ca_topic_score_gemma":0.8749475,"teacher_disagreement_score":0.84921,"about_ca_system_score_codex":0.0007558009,"about_ca_system_score_gemma":0.043709207,"threshold_uncertainty_score":0.9999204},"labels":[],"label_agreement":null},{"id":"W2806974487","doi":"10.4337/9781783476817.00013","title":"Canada’s multiculturalism and domestic migration","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Multiculturalism; Political science; Economic geography; Geography; Gender studies; Sociology; Law","score_opus":0.025399454375059912,"score_gpt":0.2317577146376549,"score_spread":0.206358260262595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806974487","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":[0.000091499,0.00090875546,0.0000013102139,0.0046620043,0.0017152157,0.00023628915,0.0001207375,0.00008163075,0.99218255],"genre_scores_gemma":[0.0034226435,0.00007559081,0.00005960972,0.00062127656,0.0012471367,0.0000065112304,0.000076800025,0.000033607146,0.9944568],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982308,0.00005070857,0.00024374531,0.00033634098,0.00082326354,0.00031513814],"domain_scores_gemma":[0.99863535,0.00008079342,0.0001949328,0.00020596554,0.00035876085,0.0005242134],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00056803087,0.0001960082,0.00026747864,0.00030688327,0.0009255574,0.0037291222,0.00032389336,0.0004261776,0.00025264634],"category_scores_gemma":[0.0006366532,0.00023871116,0.00006325185,0.000019597073,0.00047184707,0.00058404106,0.00006572795,0.0005211441,0.000025633686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024364622,0.0000010828538,0.0000015796877,0.000017639819,0.000023164215,0.000045064757,0.006430853,4.873329e-7,9.548452e-7,0.16198348,0.82429254,0.0072007203],"study_design_scores_gemma":[0.00012024126,0.0000071619334,0.000025165982,0.000073380346,0.000046762496,0.00000589713,0.00034603215,0.0000018945194,1.2811327e-7,0.0039581293,0.99511504,0.00030013768],"about_ca_topic_score_codex":0.9978882,"about_ca_topic_score_gemma":0.9999716,"teacher_disagreement_score":0.17082252,"about_ca_system_score_codex":0.0029710997,"about_ca_system_score_gemma":0.011552293,"threshold_uncertainty_score":0.9973051},"labels":[],"label_agreement":null},{"id":"W2807016002","doi":"10.4337/9781782549598.00037","title":"Time inconsistent preferences in intertemporal choices for physical activity and weight loss: evidence from Canadian health surveys","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Behavioral Health and Interventions","field":"Psychology","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":"Econometrics; Psychology; Economics","score_opus":0.12094696662387752,"score_gpt":0.37434637319766945,"score_spread":0.2533994065737919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807016002","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":[0.35207364,0.004470702,0.000064645246,0.008818608,0.007400875,0.004544316,0.006662146,0.00028532938,0.61567974],"genre_scores_gemma":[0.69567734,0.000039411098,0.00010268368,0.00032122812,0.0009709295,0.00020634543,0.00042015486,0.000092230475,0.30216968],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969429,0.00041843374,0.00056590943,0.0010068117,0.0002894862,0.0007764816],"domain_scores_gemma":[0.9969566,0.0005131616,0.00075873523,0.0008306567,0.00017227074,0.00076861575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018527409,0.0004881338,0.00093191734,0.00045837107,0.0003992185,0.00089549506,0.0008477047,0.00064769393,0.00041175622],"category_scores_gemma":[0.00021574361,0.00047231512,0.0002692717,0.00001537341,0.0003491428,0.0009954401,0.00018501702,0.0012879164,0.00009067679],"study_design_candidate":"design_other","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":[0.00029677674,0.00019643921,0.0091401,0.00027662728,0.00026662424,0.00006155998,0.004716533,1.0304689e-7,0.0000048581414,0.0045176623,0.09051608,0.89000666],"study_design_scores_gemma":[0.002801541,0.0024152067,0.43816563,0.011928067,0.00023604275,0.000026202533,0.0001305284,0.00012883874,0.000019539391,0.020910734,0.5209188,0.0023188945],"about_ca_topic_score_codex":0.5836368,"about_ca_topic_score_gemma":0.8091236,"teacher_disagreement_score":0.88768774,"about_ca_system_score_codex":0.0004966801,"about_ca_system_score_gemma":0.0013169553,"threshold_uncertainty_score":0.99977285},"labels":[],"label_agreement":null},{"id":"W2807232401","doi":"10.4337/9780857938312.00029","title":"The trade and development of indigenous cultural heritage: completing the picture and a possible way forward","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Indigenous; Intellectual property; Cultural heritage; Intangible cultural heritage; Political science; Cultural heritage management; Indigenous culture; Cultural property; Environmental ethics; Law; Law and economics; Sociology","score_opus":0.07588159357536817,"score_gpt":0.22402164354994947,"score_spread":0.1481400499745813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807232401","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":[0.012310926,0.0048146737,0.00000766083,0.0012661938,0.0006635456,0.00094268424,0.000044181917,0.00010856076,0.9798416],"genre_scores_gemma":[0.26542735,0.00017049049,0.0005127854,0.0006664642,0.0022606642,0.00006136383,0.00024473836,0.0001061696,0.73055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985721,0.000041990264,0.00043523416,0.00023902713,0.00037816525,0.00033346046],"domain_scores_gemma":[0.9990708,0.00016688286,0.00034646373,0.00023331636,0.00011114512,0.000071348346],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007035485,0.00032250062,0.00029103848,0.00005276274,0.001822676,0.0031763539,0.00040840928,0.00015123119,0.00012365509],"category_scores_gemma":[0.000036878613,0.00016992472,0.00007798156,0.000007389956,0.00038187805,0.00067773805,0.0003317043,0.0005511248,0.0000036739498],"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":[0.000035502133,0.000007736511,0.00008853438,0.00032357918,0.0003488414,0.0000023380571,0.38065848,2.5324582e-7,0.000018458599,0.40013045,0.015907753,0.20247807],"study_design_scores_gemma":[0.00016571484,0.00002515957,0.00037416295,0.00012674677,0.00006461623,0.0000040560153,0.009383337,0.0000041059984,0.000011577208,0.0035460433,0.9860349,0.0002595419],"about_ca_topic_score_codex":0.000087202665,"about_ca_topic_score_gemma":0.0026994606,"teacher_disagreement_score":0.97012717,"about_ca_system_score_codex":0.000039255872,"about_ca_system_score_gemma":0.000035200268,"threshold_uncertainty_score":0.9994768},"labels":[],"label_agreement":null},{"id":"W2807308103","doi":"10.4337/9781783476640.00018","title":"Chinese in the United States: growth, dispersal and integration","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Quarter (Canadian coin); Geography; Suburbanization; Metropolitan area; Population; Foreign born; Settlement (finance); Ethnic group; Demography; Demographic economics; Chinese americans; Polarization (electrochemistry); Population growth; Economic geography; Political science; Sociology; Economics","score_opus":0.036092689280943814,"score_gpt":0.28478066344051745,"score_spread":0.24868797415957364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807308103","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":[0.0071137897,0.00021321232,0.000114254726,0.002926177,0.00047375113,0.0004911297,0.000024649773,0.00009898515,0.98854405],"genre_scores_gemma":[0.38999164,0.00059901347,0.00015377483,0.0030596384,0.0036598179,0.00007929476,0.0011998486,0.00011831633,0.60113865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817336,0.00022677908,0.00037627414,0.00036636982,0.00054246455,0.00031474832],"domain_scores_gemma":[0.9987087,0.00032210854,0.00022325874,0.00026484436,0.0003241811,0.00015688811],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031534682,0.00027762272,0.00028893395,0.000366852,0.00038660193,0.0019752872,0.0006031383,0.0003752545,0.000109471956],"category_scores_gemma":[0.0009666026,0.00020365305,0.00007045555,0.00008473544,0.00034644,0.0010385915,0.00008334941,0.000819401,0.000021370031],"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":[0.000025962157,0.000018603061,0.00091951585,0.000026778047,0.000035342666,0.000008822736,0.23518616,0.0000048645034,6.456665e-7,0.66295224,0.09672801,0.004093045],"study_design_scores_gemma":[0.00034075434,0.00006769322,0.00042298675,0.000112467285,0.000029541183,0.000002834009,0.00897256,0.00017503047,4.5782647e-7,0.26438344,0.72507447,0.0004177342],"about_ca_topic_score_codex":0.03111581,"about_ca_topic_score_gemma":0.19811068,"teacher_disagreement_score":0.6283465,"about_ca_system_score_codex":0.00021778734,"about_ca_system_score_gemma":0.00031229635,"threshold_uncertainty_score":0.99906075},"labels":[],"label_agreement":null},{"id":"W2807340873","doi":"10.4337/9781781001806.00028","title":"Complexities of addressing the impacts of climate change on indigenous peoples through international law petitions: a case study of the Inuit petition to the Inter-American Commission on Human Rights","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"Commission; Indigenous; Political science; Human rights; Publishing; Law; Climate change; Indigenous rights; International law; Public administration; Ecology","score_opus":0.10708762947338037,"score_gpt":0.3510746681107092,"score_spread":0.24398703863732885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807340873","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":[0.26380238,0.000024487528,0.0000010956006,0.0014013537,0.0003735086,0.0013952366,0.00031860493,0.0000258378,0.7326575],"genre_scores_gemma":[0.99105597,0.000018057386,0.000024707299,0.0005743553,0.0005943516,0.00006657857,0.000023491226,0.000031931053,0.0076105422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977392,0.00038726392,0.00050186564,0.00024971273,0.00085069216,0.00027125646],"domain_scores_gemma":[0.9978911,0.00044277817,0.00090887817,0.00056210684,0.000121100915,0.00007402187],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006851272,0.00025854004,0.00036457425,0.00011950053,0.0015842163,0.0004350097,0.0010551163,0.00012499982,0.0002420432],"category_scores_gemma":[0.00006986255,0.00014442578,0.00017537178,0.00004927889,0.0011274887,0.00038456588,0.0003988804,0.00052171457,0.0000087774],"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":[0.000026654401,0.00015650199,0.00006932041,0.000038958264,0.000084097584,0.000007006463,0.3103946,0.0000033398221,0.000011716798,0.6863593,0.0006075013,0.0022410154],"study_design_scores_gemma":[0.0014698597,0.0042641205,0.0052304673,0.009147255,0.00043021742,0.00009658991,0.22438166,0.0000049513656,0.000540903,0.08336873,0.6697693,0.0012959467],"about_ca_topic_score_codex":0.1497862,"about_ca_topic_score_gemma":0.3039919,"teacher_disagreement_score":0.7272536,"about_ca_system_score_codex":0.00025211318,"about_ca_system_score_gemma":0.00007095959,"threshold_uncertainty_score":0.99971557},"labels":[],"label_agreement":null},{"id":"W2807826260","doi":"10.4337/9781784715328.00009","title":"Interculturalism in Montréal and Barcelona","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Interculturalism; Art; Political science; Law","score_opus":0.029652195138120035,"score_gpt":0.2316116243163629,"score_spread":0.20195942917824286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807826260","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":[0.00013383605,0.0027356616,0.0000010543438,0.0020308194,0.001089307,0.00021512793,0.000042365125,0.000092087765,0.99365973],"genre_scores_gemma":[0.0024160016,0.00021206078,0.000049991424,0.00041188605,0.00093600113,0.000008280578,0.000029825474,0.000040925737,0.995895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982879,0.000065875,0.0002919017,0.00039079945,0.00059946964,0.00036403988],"domain_scores_gemma":[0.9989844,0.000056185952,0.00014319709,0.0002205717,0.00017982478,0.00041582828],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010290978,0.00020478925,0.00033614968,0.0007524837,0.0004514366,0.0037717018,0.0004412852,0.0006052888,0.00038639817],"category_scores_gemma":[0.00036230736,0.00025690306,0.00009640778,0.000028963652,0.0006632932,0.0007992993,0.0001566284,0.0008660284,0.0000915568],"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":[0.000007874058,0.0000028557697,0.000007532547,0.000019460234,0.000020613184,0.0000830385,0.025518578,2.2606865e-7,9.652688e-7,0.44997227,0.49124023,0.03312635],"study_design_scores_gemma":[0.00017861693,0.000010967374,0.00003535494,0.00013598507,0.000016826118,0.000004566256,0.00062434643,8.8938276e-7,8.105852e-8,0.0264694,0.972231,0.00029201797],"about_ca_topic_score_codex":0.55649364,"about_ca_topic_score_gemma":0.9722052,"teacher_disagreement_score":0.4809907,"about_ca_system_score_codex":0.0017345608,"about_ca_system_score_gemma":0.0012596649,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W2808274038","doi":"10.4337/9781788111713.00009","title":"The referendum as an instrument for decision-making in autonomy-related situations","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Referendum; Independence (probability theory); Political science; Sovereignty; Autonomy; State (computer science); Context (archaeology); Politics; Sovereign state; Self-determination; Law; Political economy; Law and economics; Sociology; Geography","score_opus":0.037843881205491224,"score_gpt":0.31003342270761153,"score_spread":0.2721895415021203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808274038","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":[0.0011242182,0.00010930421,0.00022473841,0.0017509052,0.0022639236,0.0008935431,0.00007506175,0.0001312727,0.99342704],"genre_scores_gemma":[0.16335519,0.000023785618,0.0009216244,0.00053923967,0.002115273,0.00014090253,0.000028647079,0.000087989414,0.83278733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970802,0.000114592374,0.00071934215,0.0005460876,0.00081670046,0.0007230418],"domain_scores_gemma":[0.9970194,0.0014182592,0.00046388418,0.00054090284,0.00030628292,0.0002512461],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027303318,0.00028415685,0.00035952497,0.00013392593,0.001136027,0.0024244997,0.0010648299,0.00072041556,0.00022954307],"category_scores_gemma":[0.0033207007,0.00022989586,0.00018242319,0.000045111323,0.00039333073,0.0007934746,0.00017261041,0.0006393409,0.000100080775],"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":[0.000014270614,0.000007185729,0.000008825052,0.000005519315,0.000029853765,0.0000024823362,0.004876508,5.668759e-7,3.229885e-7,0.9163047,0.009027894,0.06972189],"study_design_scores_gemma":[0.00011562634,0.000036442303,0.00007222454,0.00039974466,0.000011757022,7.8288906e-7,0.00014384255,0.000021503613,5.495811e-7,0.4036352,0.5953816,0.00018067837],"about_ca_topic_score_codex":0.007486299,"about_ca_topic_score_gemma":0.052186117,"teacher_disagreement_score":0.5863537,"about_ca_system_score_codex":0.001125908,"about_ca_system_score_gemma":0.0016623673,"threshold_uncertainty_score":0.9991229},"labels":[],"label_agreement":null},{"id":"W2808308128","doi":"10.4337/9781785367199.00011","title":"Challenging an investment agreement in Canada: Hupacasath First Nation’s application for judicial review against the CCFIPPA","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Ratification; Political science; Judicial review; Reinterpretation; Context (archaeology); Law; Government (linguistics); Public administration; China; Politics; Geography","score_opus":0.048687178302948934,"score_gpt":0.2332538826239368,"score_spread":0.18456670432098785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808308128","genre_codex":"other","genre_gemma":"commentary","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":[0.00003268178,0.00079290115,0.00013253387,0.014644355,0.0011341027,0.0023389666,0.000040168437,0.00006367764,0.9808206],"genre_scores_gemma":[0.117992975,0.0016355088,0.0003213052,0.6139725,0.024776513,0.0040810504,0.00793958,0.00056434114,0.22871624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743015,0.000012828224,0.00072753517,0.000583549,0.0008840413,0.0003619133],"domain_scores_gemma":[0.9976209,0.00008362247,0.0010920267,0.0006588682,0.00050456024,0.000040042927],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011769385,0.00042488865,0.00042215592,0.00025323284,0.0007396053,0.0013774057,0.0010770117,0.00016352092,0.000095094416],"category_scores_gemma":[0.00034299275,0.00036313455,0.00015463165,0.000024633466,0.000058720256,0.0018226224,0.00021917911,0.00048279832,0.000039177958],"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":[0.000011268389,0.000018658042,0.00002288438,0.00051781465,0.000054364788,0.0000043998516,0.000048758244,0.000036303503,0.000001981936,0.9283708,0.06521414,0.0056986264],"study_design_scores_gemma":[0.00041921937,0.000009222368,0.00010849592,0.0012619396,0.000069446876,8.0612347e-7,0.000026566346,0.0027236068,0.0000034550699,0.030789215,0.96418405,0.00040399373],"about_ca_topic_score_codex":0.2263705,"about_ca_topic_score_gemma":0.83795655,"teacher_disagreement_score":0.8989699,"about_ca_system_score_codex":0.0011173077,"about_ca_system_score_gemma":0.0007272315,"threshold_uncertainty_score":0.99988204},"labels":[],"label_agreement":null},{"id":"W2808702864","doi":"10.4337/9781783479900.00008","title":"Introduction. National courts vis-à-visEU law: new issues, theories and methods","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Law; Political science; Medicine","score_opus":0.028869383471320478,"score_gpt":0.32706673133420355,"score_spread":0.2981973478628831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808702864","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":[0.0000013313175,0.001678654,0.00043331584,0.02790034,0.002861516,0.00021531824,0.00005730127,0.00022540224,0.9666268],"genre_scores_gemma":[0.00024794228,0.00044591428,0.004763455,0.0013237731,0.019153656,0.000007317735,0.000025139007,0.000071496564,0.9739613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722934,0.00024037667,0.00041079056,0.0006203483,0.0011483633,0.0003508052],"domain_scores_gemma":[0.9978811,0.0004985647,0.00030955754,0.00023375353,0.000843446,0.00023356742],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764375,0.00034478775,0.0003937672,0.00017702697,0.0008928452,0.0018428308,0.00055893365,0.00030512692,0.0012581778],"category_scores_gemma":[0.0017537547,0.00029081362,0.00014370836,0.000018417015,0.0009981891,0.001126022,0.00029627912,0.00050820207,0.00015946056],"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":[0.000009825948,0.0000027248134,0.0000012542432,0.0000063827893,0.000113885646,0.0000022726854,0.0010188671,7.604153e-8,0.0000047186827,0.6744139,0.3057676,0.018658482],"study_design_scores_gemma":[0.00010068431,0.000015817002,0.0000051732995,0.000061172985,0.00002062616,0.0000028382085,0.000052444473,2.4517442e-7,0.000013216908,0.3970249,0.602489,0.00021391314],"about_ca_topic_score_codex":0.0005268931,"about_ca_topic_score_gemma":0.0006523202,"teacher_disagreement_score":0.29672137,"about_ca_system_score_codex":0.0002725895,"about_ca_system_score_gemma":0.000528379,"threshold_uncertainty_score":0.9999544},"labels":[],"label_agreement":null},{"id":"W2883220257","doi":"10.4337/9781788112697.00009","title":"The EU and the Canadian mirror: citizenship, multinationalism and multiculturalism","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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":"Citizenship; Multiculturalism; Immigration; Diversity (politics); Political science; Immigration policy; Political economy; Public administration; Sociology; Law","score_opus":0.032016904226005796,"score_gpt":0.26270626088360066,"score_spread":0.23068935665759488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883220257","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":[0.00022792157,0.0009647117,2.1892781e-7,0.03897591,0.0009448989,0.00038849167,0.000059281454,0.00004273659,0.95839584],"genre_scores_gemma":[0.06987571,0.0004142519,0.00011160629,0.0029204744,0.0012575471,0.000019073877,0.000024705929,0.00003882388,0.9253378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811393,0.00019922435,0.00028395382,0.00034192848,0.0006976701,0.000363317],"domain_scores_gemma":[0.9976689,0.0009816716,0.00021629351,0.0002026048,0.00069630245,0.00023418338],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002248617,0.0002481083,0.00022045855,0.0000796457,0.0043987213,0.0040718596,0.0006093992,0.0002316465,0.0001350729],"category_scores_gemma":[0.001965768,0.00014321979,0.00009690864,0.000015797852,0.003342843,0.0002399084,0.00021682041,0.0005565803,0.000055358025],"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":[0.0000089256455,4.870176e-7,0.0000056083218,0.0000032757205,0.000099044555,0.0000039478073,0.012772821,8.492235e-9,2.4264654e-7,0.917002,0.06815323,0.0019504073],"study_design_scores_gemma":[0.00035072988,0.0000072860657,0.00028125278,0.00006720445,0.000033433542,0.0000046831933,0.0007330536,0.00000616211,6.1999e-7,0.04752706,0.9507919,0.00019663697],"about_ca_topic_score_codex":0.10947106,"about_ca_topic_score_gemma":0.7409211,"teacher_disagreement_score":0.88263863,"about_ca_system_score_codex":0.00020397369,"about_ca_system_score_gemma":0.0002552627,"threshold_uncertainty_score":0.9993695},"labels":[],"label_agreement":null},{"id":"W2885742462","doi":"10.4337/9781784712303.00009","title":"Environmental and Indigenous issues associated with natural gas development in British Columbia","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Indigenous; Wildlife; Environmental planning; Threatened species; Environmental impact assessment; Greenhouse gas; Natural resource; Environmental resource management; Cumulative effects; Geography; Environmental protection; Natural (archaeology); Political science; Environmental science; Habitat; Ecology; Law; Archaeology","score_opus":0.016980185498267648,"score_gpt":0.2549263897151732,"score_spread":0.23794620421690552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885742462","genre_codex":"empirical","genre_gemma":"other","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":[0.6790061,0.0013602085,6.87848e-7,0.00012913605,0.001368283,0.0021284225,0.0001409802,0.00017636734,0.3156898],"genre_scores_gemma":[0.13874792,0.00020319955,0.0003022838,0.0011869948,0.000801074,0.00021719966,0.00047963174,0.00020413911,0.8578576],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615103,0.00015104449,0.00082257064,0.0007561,0.00050615176,0.0016131105],"domain_scores_gemma":[0.99852026,0.00024041554,0.00060171745,0.00028849416,0.00016858372,0.00018050786],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001346304,0.00039442588,0.00087266613,0.00015366597,0.0040209536,0.0005913996,0.00037222213,0.0011656488,0.0015803019],"category_scores_gemma":[0.0001631719,0.0005267058,0.00006193754,0.000021513764,0.000309587,0.00026795996,0.00076373265,0.0023197571,0.00016583857],"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":[0.00014397434,0.00020568447,0.21594742,0.0006054823,0.0018884199,0.0013050508,0.48499814,2.6884945e-7,0.000010371354,0.00030318517,0.24495004,0.04964195],"study_design_scores_gemma":[0.0018089802,0.00036110924,0.09021992,0.0015945975,0.00008295851,0.000046278394,0.009536547,0.0000012861897,0.0000013238226,0.001249789,0.8939501,0.0011470862],"about_ca_topic_score_codex":0.02814218,"about_ca_topic_score_gemma":0.91316736,"teacher_disagreement_score":0.88502514,"about_ca_system_score_codex":0.0019075141,"about_ca_system_score_gemma":0.000955635,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W2886765741","doi":"10.4337/9781786435927.00013","title":"The Montreal videogame studio and its local ecosystem as a key resource of creativity","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamism; Studio; Creativity; Resource (disambiguation); Field (mathematics); Key (lock); Set (abstract data type); Environmental resource management; Ecosystem; Sociology; Ecology; Architectural engineering; Engineering; Political science; Computer science; Visual arts; Art; Environmental science","score_opus":0.03431194964917646,"score_gpt":0.25771405948565373,"score_spread":0.2234021098364773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886765741","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":[0.0021261857,0.0008817145,0.000009082475,0.0030049551,0.00049716374,0.0006215839,0.00005494736,0.000100336925,0.99270403],"genre_scores_gemma":[0.05809947,0.00012482626,0.000015581889,0.00012110708,0.0011096703,0.000019474908,0.000012440072,0.00004048588,0.9404569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722064,0.0001876998,0.0005429301,0.00050583825,0.0010451648,0.0004977326],"domain_scores_gemma":[0.99760646,0.0007022126,0.000549011,0.00033872714,0.00052622106,0.00027734652],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002196094,0.00035428142,0.0005372802,0.000082586404,0.0011830159,0.0014754899,0.00074459857,0.00067048485,0.00027390893],"category_scores_gemma":[0.0009777782,0.00025072286,0.00015583503,0.000042454747,0.00065704156,0.00039409025,0.00046688825,0.0007044934,0.000038109203],"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":[0.00011458595,0.00001503358,0.000071763585,0.00006893991,0.0004616731,0.00003203174,0.034497473,0.0000011307048,0.0000023997409,0.15116201,0.7138301,0.099742845],"study_design_scores_gemma":[0.00019820964,0.000079337064,0.00006762041,0.0003365726,0.000057022902,0.000004450106,0.004126176,0.0000059473427,0.000031821284,0.0050901673,0.98970425,0.000298408],"about_ca_topic_score_codex":0.0044690995,"about_ca_topic_score_gemma":0.044331416,"teacher_disagreement_score":0.27587417,"about_ca_system_score_codex":0.00035406643,"about_ca_system_score_gemma":0.00064664043,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2887438211","doi":"10.4337/9781035304967.00008","title":"Two Views of the Lender of Last Resort: Thornton and Bagehot","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","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":"Bank of Canada","funders":"","keywords":"Economic Thought; Economics; Positive economics; History of economic thought; Keynesian economics; History; Economic history; Macroeconomics; Neoclassical economics","score_opus":0.04969643928975631,"score_gpt":0.22180648791118568,"score_spread":0.17211004862142937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887438211","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":[0.0028650744,0.0018647442,0.0001126761,0.000247953,0.001087731,0.00032304061,0.0005045961,0.000027367412,0.99296683],"genre_scores_gemma":[0.59499055,0.00026263093,0.0006327134,0.0005060626,0.0005498393,0.000019257415,0.000045351073,0.00011725557,0.40287632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980334,0.00001981423,0.0011438172,0.00049817347,0.0000619226,0.00024289238],"domain_scores_gemma":[0.9976765,0.00008214386,0.0012721115,0.00082276785,0.0000625664,0.000083894585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011514256,0.00030195186,0.0007918456,0.00029107922,0.00015965891,0.00020131646,0.00065719936,0.00036415271,0.00046206132],"category_scores_gemma":[0.0001939726,0.0002854121,0.00033211874,0.000030485575,0.00049712963,0.00050095085,0.00031392567,0.000654741,0.000044513523],"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":[0.0000105727695,0.000012303726,0.00027238362,0.00009587704,0.00010097366,9.353383e-7,0.0005058546,0.000026794689,0.000008977299,0.9961205,0.001488204,0.0013565918],"study_design_scores_gemma":[0.0004125741,0.000029672468,0.00037478827,0.00024914253,0.000025476253,0.0000065813756,0.00002657761,0.000005455562,0.00014910007,0.51062953,0.48783243,0.00025868794],"about_ca_topic_score_codex":0.00018156489,"about_ca_topic_score_gemma":0.0003001586,"teacher_disagreement_score":0.59212554,"about_ca_system_score_codex":0.00013502772,"about_ca_system_score_gemma":0.00015798949,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W2887964976","doi":"10.4337/9781785366062.00009","title":"Regional economic impacts of a transportation infrastructure project: the Herb Gray Parkway","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Transport and Economic Policies","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":"Windsor; Purchasing; Gray (unit); Regional science; Multiplier (economics); Economics; Geography; Business; Operations management; Environmental science; Macroeconomics","score_opus":0.018191456601658842,"score_gpt":0.20863802904874765,"score_spread":0.1904465724470888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887964976","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":[0.042994965,0.00014547836,0.000021253234,0.0009988304,0.0017924347,0.00077015004,0.00022400513,0.00023031181,0.95282257],"genre_scores_gemma":[0.75995636,0.00007676744,0.00024264492,0.00634252,0.02122808,0.00009080766,0.0026583404,0.0004996404,0.20890485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980283,0.000005332048,0.0007735067,0.00047616207,0.00027965108,0.00043705382],"domain_scores_gemma":[0.99813646,0.000049146587,0.0010866115,0.0005410525,0.00015773298,0.000028967643],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00051298394,0.00050939526,0.0005729376,0.00043025112,0.00022391182,0.0011299999,0.0008458393,0.00047710116,0.0007361697],"category_scores_gemma":[0.000019822972,0.00039722509,0.00037416237,0.000032491924,0.00034088065,0.0018992595,0.000055168137,0.0005736534,0.00012465127],"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":[0.00015992264,0.000011927632,0.0021457458,0.0005836283,0.00043545282,0.0000081084,0.0024186808,0.000039392897,0.000026864265,0.3092173,0.6798945,0.0050584814],"study_design_scores_gemma":[0.00037308203,0.000014180292,0.0049998085,0.00022929662,0.00017112085,0.0000033266213,0.00012567834,0.000031555544,0.00001421118,0.03769681,0.9559021,0.00043880654],"about_ca_topic_score_codex":0.0027536738,"about_ca_topic_score_gemma":0.0068068365,"teacher_disagreement_score":0.7439177,"about_ca_system_score_codex":0.00011258145,"about_ca_system_score_gemma":0.00030124324,"threshold_uncertainty_score":0.9999069},"labels":[],"label_agreement":null},{"id":"W2893929545","doi":"10.4337/9781781006382.00032","title":"Cameo: authentic Canadian Aboriginal leadership: living by the circle","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"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":"Authentic leadership; Sociology; Management; Geography; Political science; Public relations; Economics","score_opus":0.025070676764388684,"score_gpt":0.25991573707178406,"score_spread":0.23484506030739538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893929545","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":[0.0006975366,0.00092177757,0.000009159361,0.0038703298,0.004529967,0.0010255637,0.000055832978,0.00018199859,0.98870784],"genre_scores_gemma":[0.019303162,0.00035627323,0.000040049392,0.0010348728,0.0040967464,0.000014164726,0.00006627381,0.000109367065,0.9749791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961051,0.00027016771,0.00048535966,0.00061228545,0.001013111,0.0015140107],"domain_scores_gemma":[0.99710345,0.00045072872,0.0003873727,0.00065502396,0.0004681564,0.0009352856],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002507351,0.00039681827,0.0003782407,0.00033429032,0.010064449,0.0038486025,0.001521365,0.0009763427,0.00228087],"category_scores_gemma":[0.000055058565,0.0003343376,0.00019349772,0.0000630104,0.00070635084,0.00095865485,0.000005383367,0.0015623572,0.00091975176],"study_design_candidate":"not_applicable","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":[0.0000010665906,0.000009418618,0.000016376493,0.000055194134,0.000059954447,0.0000050364097,0.34525844,1.3674313e-7,1.7444036e-7,0.50763535,0.14269564,0.0042631878],"study_design_scores_gemma":[0.00004927199,0.000017898796,0.000046250876,0.0002532986,0.000050041388,0.0000049007594,0.00430993,0.0000011346323,0.0000014353373,0.009078134,0.9857446,0.00044312602],"about_ca_topic_score_codex":0.9549381,"about_ca_topic_score_gemma":0.9955932,"teacher_disagreement_score":0.84304893,"about_ca_system_score_codex":0.0015948233,"about_ca_system_score_gemma":0.04694809,"threshold_uncertainty_score":0.9999109},"labels":[],"label_agreement":null},{"id":"W2896191210","doi":"10.4337/9781786431271.00036","title":"The structure of remedial law","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal principles and applications","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Remedial education; Tort; Law; Scope (computer science); Common law; Civil law (Civil law); Political science; Commercial law; Public law; Private law; Liability; Computer science","score_opus":0.021527688196784522,"score_gpt":0.262387924564984,"score_spread":0.24086023636819948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896191210","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":[0.000071813,0.000111064895,0.000010593834,0.0026737486,0.0013469897,0.00045655994,0.00008151376,0.00008032476,0.9951674],"genre_scores_gemma":[0.12413163,0.000039562237,0.00013771982,0.00043425825,0.0023841714,0.0000035004023,0.000040653278,0.000052763273,0.87277573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980922,0.000051410174,0.0003662424,0.00031121366,0.0008424687,0.0003364925],"domain_scores_gemma":[0.9981738,0.0003565773,0.0004125695,0.000629011,0.0002997436,0.00012834411],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006787512,0.00020107534,0.00027309806,0.00004722169,0.00085194537,0.001203985,0.0012551688,0.0005448174,0.00019442884],"category_scores_gemma":[0.0002306205,0.00015108092,0.00019111132,0.00002322606,0.00070082885,0.00032040256,0.00023476011,0.0008491667,0.000049639],"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":[0.000004813904,0.0000015398555,0.0000046113137,0.000007998467,0.000033727432,5.242096e-7,0.0013501132,6.568934e-7,0.00004400525,0.97211766,0.020738848,0.005695482],"study_design_scores_gemma":[0.00007384131,0.000009506669,0.000006272917,0.000039899933,0.000024058387,3.8881544e-7,0.00011795825,8.969743e-7,0.000057221514,0.1434987,0.85602087,0.00015037128],"about_ca_topic_score_codex":0.0020685862,"about_ca_topic_score_gemma":0.031694382,"teacher_disagreement_score":0.835282,"about_ca_system_score_codex":0.00011813787,"about_ca_system_score_gemma":0.0007671164,"threshold_uncertainty_score":0.99983287},"labels":[],"label_agreement":null},{"id":"W2897927135","doi":"10.4337/9781788113083","title":"Intellectual Property and the Judiciary","year":2018,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Intellectual property; Property (philosophy); Law and economics; Political science; Law; Philosophy; Sociology; Epistemology","score_opus":0.07349637704767548,"score_gpt":0.1990300514028263,"score_spread":0.12553367435515084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897927135","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":[0.00015034231,0.00040543676,0.00008844783,0.0017111665,0.0023300566,0.0009097293,0.0000067870556,0.00033251217,0.9940655],"genre_scores_gemma":[0.0095412955,0.000029661283,0.000042649182,0.0152890915,0.013118704,0.0000631199,0.00014474566,0.00018337816,0.96158737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723196,0.0000769279,0.0005915094,0.0007499351,0.0007221336,0.0006275044],"domain_scores_gemma":[0.9977945,0.00051394966,0.00042730052,0.0006447802,0.0005826764,0.000036794376],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022733414,0.00062495755,0.0006742036,0.00042196867,0.00085868774,0.0061287456,0.0012859283,0.00061560405,0.0011718877],"category_scores_gemma":[0.003580442,0.00031732608,0.00024791696,0.00012467722,0.001068088,0.0017416555,0.0014025919,0.001570017,0.0020580348],"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":[0.00034750244,0.000012346904,0.000005270418,0.0001704403,0.00015665936,0.000012316323,0.0008711857,2.6617923e-7,0.000002148821,0.016494945,0.9662369,0.01569005],"study_design_scores_gemma":[0.0009095333,0.000025230538,0.0000048437378,0.00042211227,0.00017617112,0.000015677559,0.00007332945,0.0007526272,0.0000074924355,0.0537819,0.94329226,0.000538817],"about_ca_topic_score_codex":0.0014528515,"about_ca_topic_score_gemma":0.00025459757,"teacher_disagreement_score":0.037286956,"about_ca_system_score_codex":0.00009841899,"about_ca_system_score_gemma":0.00027301617,"threshold_uncertainty_score":0.9999279},"labels":[],"label_agreement":null},{"id":"W2902624608","doi":"10.4337/9781785367472.00027","title":"EU and developing Asia trade dispute settlement: assertive legalism for political autonomy","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Legalism (Western philosophy); Sovereignty; Politics; International trade; Autonomy; Political science; Dispute resolution; Context (archaeology); Settlement (finance); Economics; Law; Geography","score_opus":0.030344579455895932,"score_gpt":0.2424068008423736,"score_spread":0.21206222138647765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902624608","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":[0.000057408743,0.000026088084,0.0016970532,0.015406577,0.0012221078,0.00072461384,0.00008855857,0.00022469278,0.9805529],"genre_scores_gemma":[0.0265263,0.0000046078007,0.010853372,0.19825464,0.02486711,0.0003477922,0.0037754679,0.0005085475,0.73486215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977567,0.000008274465,0.0005754711,0.0006289488,0.00048499,0.0005455686],"domain_scores_gemma":[0.9988724,0.00008565675,0.00040993953,0.00023342099,0.00033713333,0.00006145945],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00050706713,0.00047298806,0.00039256085,0.00037777962,0.00037538237,0.004144055,0.0004440471,0.00034503327,0.00032840777],"category_scores_gemma":[0.00015970875,0.0004633525,0.00018817466,0.000025921376,0.00019486158,0.0026532214,0.00027621418,0.00040680074,0.00009698201],"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":[0.000020193609,0.000008262156,0.000010816232,0.00013443874,0.00013938852,0.0000036395338,0.00008604809,9.095088e-8,0.000009983573,0.93414015,0.064816296,0.0006307192],"study_design_scores_gemma":[0.00043160806,0.000017541175,0.00010338395,0.00021934911,0.00008827958,0.0000036680958,0.00003403389,0.0002523852,0.000060206126,0.20560499,0.792728,0.00045657335],"about_ca_topic_score_codex":0.00007382628,"about_ca_topic_score_gemma":0.00009373722,"teacher_disagreement_score":0.7285351,"about_ca_system_score_codex":0.00028001526,"about_ca_system_score_gemma":0.00025934487,"threshold_uncertainty_score":0.99978185},"labels":[],"label_agreement":null},{"id":"W2904765414","doi":"10.4337/9781783474721.00017","title":"Appendix 3: Canadian and US nutrition facts labelling exemptions","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","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":"Labelling; Political science; Psychology; Criminology","score_opus":0.02519006974765936,"score_gpt":0.2410165678714489,"score_spread":0.21582649812378954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904765414","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":[0.0010812391,0.00451383,0.00031640177,0.002514408,0.00093002553,0.0010553973,0.00017323678,0.00028588003,0.9891296],"genre_scores_gemma":[0.25173846,0.0005747869,0.0030362937,0.0036649825,0.0028408158,0.000073527815,0.0019635877,0.00041195514,0.7356956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978011,0.000021824362,0.0004794848,0.0006608077,0.00044432151,0.00059241813],"domain_scores_gemma":[0.9979983,0.0000977367,0.00019458396,0.0005440206,0.00027175818,0.00089357805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047584783,0.00046779827,0.000656347,0.00067399716,0.00038240192,0.0009733551,0.00021280817,0.0007477558,0.0005030431],"category_scores_gemma":[0.0001423486,0.0004912457,0.00018130183,0.000027008331,0.00015343189,0.00028475514,0.000110365494,0.0013251167,0.00023481635],"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":[0.00022849585,0.000117180345,0.0025372785,0.0048919795,0.003830088,0.00090481853,0.0021268425,0.0000080519985,0.00062256015,0.49430916,0.14621659,0.344207],"study_design_scores_gemma":[0.00087346626,0.00009897105,0.00013980278,0.0018517665,0.000622443,0.0001519581,0.000015472253,0.00006185817,0.0000231287,0.0031019216,0.9925542,0.0005050193],"about_ca_topic_score_codex":0.012801993,"about_ca_topic_score_gemma":0.05149831,"teacher_disagreement_score":0.8463376,"about_ca_system_score_codex":0.00029506758,"about_ca_system_score_gemma":0.0005210356,"threshold_uncertainty_score":0.9997539},"labels":[],"label_agreement":null},{"id":"W2905493593","doi":"10.4337/9781788119887.00018","title":"Problem-based learning and mainstream economics: post-Keynesian economics to the rescue?","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mainstream economics; Mainstream; Economics; Keynesian economics; Post-Keynesian economics; Neoclassical economics; Positive economics; Applied economics; Political science; Law","score_opus":0.016979810527194543,"score_gpt":0.1886713893673012,"score_spread":0.17169157884010666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905493593","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":[0.006857829,0.0005842843,0.00030066425,0.0049504796,0.0017449218,0.001150231,0.0009273845,0.00017060849,0.9833136],"genre_scores_gemma":[0.09272078,0.00038077557,0.0022658997,0.0059115547,0.001732927,0.00012698409,0.0004977305,0.00040953918,0.89595383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647915,0.00003495774,0.0013700753,0.0013702188,0.000040040344,0.0007055393],"domain_scores_gemma":[0.997355,0.00021602694,0.0009157584,0.0010777854,0.00009191687,0.00034350506],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019592196,0.00070023804,0.0010731416,0.00070210965,0.0006515567,0.0024145725,0.0010760295,0.000753399,0.0005609487],"category_scores_gemma":[0.00026153942,0.00074887316,0.0004035915,0.00003172839,0.00026266134,0.0009804297,0.00045163074,0.0014228781,0.0020622744],"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":[0.00004716478,0.000011673284,0.00027249692,0.00006190282,0.00015706597,0.0000026644846,0.00039061418,0.0019980513,7.0949164e-7,0.9841398,0.0028128326,0.010105044],"study_design_scores_gemma":[0.00054077595,0.00014233736,0.000092093054,0.00011775871,0.000030149211,0.0000151501745,0.00007191229,0.0005251145,0.000008321875,0.09513916,0.90247434,0.00084286113],"about_ca_topic_score_codex":0.0002807852,"about_ca_topic_score_gemma":0.0010898848,"teacher_disagreement_score":0.89966154,"about_ca_system_score_codex":0.0005562886,"about_ca_system_score_gemma":0.00045342167,"threshold_uncertainty_score":0.9994962},"labels":[],"label_agreement":null},{"id":"W2906078341","doi":"10.4337/9781788973366.00014","title":"Towards bottom-up carbon pricing in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","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":"Greenhouse gas; Underpinning; Sustainability; Carbon tax; Federalism; Politics; Action (physics); Business; Public economics; Economics; Natural resource economics; Political science; Engineering; Ecology","score_opus":0.030589200098991142,"score_gpt":0.19399933795818972,"score_spread":0.16341013785919858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906078341","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":[0.006613839,0.0005273994,0.000016516347,0.0008137038,0.0039404933,0.00032396597,0.00030383276,0.000077240475,0.987383],"genre_scores_gemma":[0.3974201,0.000033004217,0.00023519671,0.0028524266,0.0033939367,0.00004302028,0.00012480657,0.00033434603,0.5955632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634,0.000015398058,0.0015165003,0.0010865269,0.00013417758,0.00090741855],"domain_scores_gemma":[0.997816,0.00008573719,0.0009031895,0.00084491563,0.000059425754,0.00029072372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010484802,0.0006135076,0.001230233,0.0007207335,0.000114174276,0.0006990649,0.0010179934,0.0007089509,0.0006016814],"category_scores_gemma":[0.0003065488,0.0007801415,0.00022488879,0.000053503114,0.00011380601,0.0005104552,0.000358572,0.0015124613,0.00024829197],"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":[0.00004533444,0.0000152867,0.004569735,0.00024067188,0.00027287996,0.000078878635,0.0018363057,0.00000951246,0.0000012958801,0.8520617,0.13411605,0.006752349],"study_design_scores_gemma":[0.00058071525,0.000040848805,0.0014072832,0.00020077842,0.00001339559,0.000010339788,0.000048072205,0.0005133023,0.000024628465,0.4106659,0.5854436,0.0010511131],"about_ca_topic_score_codex":0.8074599,"about_ca_topic_score_gemma":0.76621974,"teacher_disagreement_score":0.45132756,"about_ca_system_score_codex":0.0030581695,"about_ca_system_score_gemma":0.0013727504,"threshold_uncertainty_score":0.9994649},"labels":[],"label_agreement":null},{"id":"W2906700682","doi":"10.4337/9781788111386.00016","title":"Ex aequo et bono: the uses of the road never taken","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Geography; History; Cartography","score_opus":0.029066833302154888,"score_gpt":0.2774074321615156,"score_spread":0.2483405988593607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906700682","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":[0.00025674122,0.00010021332,0.000010271608,0.0072714104,0.00245261,0.00042014502,0.000076810604,0.000076345474,0.9893355],"genre_scores_gemma":[0.035336297,0.000009654072,0.000039576866,0.003050031,0.0011627465,0.000011392473,0.000017758304,0.000031452666,0.9603411],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755025,0.0001985817,0.0004169515,0.00034200418,0.001182418,0.00030980198],"domain_scores_gemma":[0.99807113,0.00038670827,0.00043602724,0.0005743815,0.00046323484,0.000068527355],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014553634,0.0002627521,0.00030576222,0.000120908946,0.0008312395,0.0013960283,0.0021070817,0.0004227557,0.00086299476],"category_scores_gemma":[0.00038777757,0.0001553584,0.00038485805,0.000021877786,0.0006814789,0.0006822329,0.00037499607,0.0009136848,0.00004397385],"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":[0.000005714614,0.0000050852505,0.0000068797945,0.000010927313,0.00008617646,0.0000018360694,0.0027392237,8.5200986e-7,0.0000011698336,0.873122,0.12262606,0.0013940982],"study_design_scores_gemma":[0.000070655646,0.000006168494,0.00012988127,0.00018092978,0.000038250353,5.3505505e-7,0.000045951994,0.0000011661589,0.000015441896,0.30319667,0.6961811,0.00013324802],"about_ca_topic_score_codex":0.0047360025,"about_ca_topic_score_gemma":0.011416145,"teacher_disagreement_score":0.57355505,"about_ca_system_score_codex":0.00018344763,"about_ca_system_score_gemma":0.0011684665,"threshold_uncertainty_score":0.99964064},"labels":[],"label_agreement":null},{"id":"W2906946066","doi":"10.4337/9781786435200.00011","title":"International and EU legal frameworks of aviation security","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Aviation; Convention; Terrorism; Aviation law; Airport security; Political science; Civil aviation; International trade; Air transport; Business; Law; Engineering; Computer security; Aeronautics; Computer science","score_opus":0.013893681128950165,"score_gpt":0.26706275516245875,"score_spread":0.2531690740335086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906946066","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":[0.00055510266,0.00003491852,0.0003602649,0.0022385428,0.0025436694,0.00019671983,0.0000846241,0.00007959538,0.99390656],"genre_scores_gemma":[0.30853558,0.00007647162,0.0006563192,0.0009258801,0.0058680363,0.000009549117,0.0002475785,0.000052555275,0.683628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979734,0.000055521865,0.00039798784,0.00033974816,0.0010316788,0.00020170194],"domain_scores_gemma":[0.9981957,0.0001619922,0.0005126436,0.00017252876,0.0008535277,0.00010362034],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010518003,0.0001938623,0.00023632906,0.00022142808,0.0002572944,0.0010622379,0.0005043623,0.0009747116,0.0012733057],"category_scores_gemma":[0.000628413,0.00021168611,0.00012065711,0.00001861877,0.00036050202,0.0010695978,0.00015229238,0.0008293093,0.000031172734],"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":[0.000016336548,0.000007694238,0.000034962683,0.000012702525,0.000069421316,0.0000023297832,0.004170762,2.068798e-7,0.000006023171,0.97166145,0.019640956,0.0043771737],"study_design_scores_gemma":[0.00012278731,0.000019678395,0.00005040233,0.0001605349,0.000023084023,0.0000014792815,0.00011072009,0.000025653166,0.000031746375,0.16777068,0.8315035,0.00017972791],"about_ca_topic_score_codex":0.001653141,"about_ca_topic_score_gemma":0.0016288135,"teacher_disagreement_score":0.8118625,"about_ca_system_score_codex":0.0002075141,"about_ca_system_score_gemma":0.00025841375,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W2907427245","doi":"10.4337/9781788114677.00026","title":"A review of environmental courts and tribunals for CSOs and the judiciary","year":2018,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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; Tribunal; Law; Political science; Supreme court; High Court","score_opus":0.04042003437547849,"score_gpt":0.3395491527000333,"score_spread":0.2991291183245548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907427245","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":[0.000004751938,0.9672655,0.00000414698,0.00077298586,0.00021389168,0.0020543071,0.0002584157,0.000028339913,0.02939769],"genre_scores_gemma":[0.000034985234,0.9958201,0.0001050419,0.0014775125,0.0008370791,0.00020869494,0.000037364767,0.000046635836,0.0014325827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761593,0.00068029127,0.000597049,0.00036786922,0.0003779327,0.0003609165],"domain_scores_gemma":[0.99788326,0.001042699,0.00058286195,0.00030988958,0.00001587149,0.00016542824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042489446,0.0002837162,0.0012256147,0.00006335326,0.00050571514,0.00032722976,0.00049171847,0.0002971775,0.000065016255],"category_scores_gemma":[0.0007282925,0.00018972924,0.00034749793,0.000038803108,0.0017560404,0.00028806008,0.00025148294,0.0002983313,0.0000077558925],"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":[0.000012999059,0.000022402095,0.0000031928273,0.021794824,0.00017342376,9.613736e-7,0.0016879112,1.4962173e-9,1.2084573e-7,0.03229726,0.06023975,0.8837671],"study_design_scores_gemma":[0.00029939282,0.000030966177,0.0000028314096,0.021508781,0.00053421204,0.000007367517,0.000055639714,1.5131401e-7,2.9922114e-7,0.0034936406,0.9738731,0.0001936158],"about_ca_topic_score_codex":0.0005514886,"about_ca_topic_score_gemma":0.00007165664,"teacher_disagreement_score":0.91363335,"about_ca_system_score_codex":0.00010433971,"about_ca_system_score_gemma":0.00021069571,"threshold_uncertainty_score":0.7736934},"labels":[],"label_agreement":null},{"id":"W2907473779","doi":"10.4337/9781785363849.00010","title":"A very brief history of economic globalization since Columbus","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Politics; Economic globalization; Quarter (Canadian coin); Economic power; Political science; Power (physics); Economic history; Economy; Development economics; Political economy; History; Economics; Law","score_opus":0.019141216327795484,"score_gpt":0.23479780732307454,"score_spread":0.21565659099527906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907473779","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":[0.00012095933,0.0011300399,0.00001890212,0.0002720364,0.0066617755,0.0003284906,0.00008972358,0.00019493654,0.99118316],"genre_scores_gemma":[0.0067441915,0.000073773284,0.00014927631,0.00046801203,0.0022745093,0.000010871341,0.00006480026,0.000058061247,0.99015653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977836,0.00009325218,0.0005272452,0.00051863375,0.0006535448,0.0004236937],"domain_scores_gemma":[0.99813133,0.000104612256,0.00064556225,0.0004493863,0.0004628074,0.00020628859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083454297,0.0002984604,0.00052062364,0.00016458887,0.00031039325,0.00044736417,0.00088098395,0.00081032043,0.0014575218],"category_scores_gemma":[0.00034706347,0.00039835536,0.00023725361,0.000024291001,0.001338993,0.00083431095,0.00020651876,0.00033174624,0.00017814091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028918568,0.0000068065337,0.0000196218,0.000030358879,0.000045388155,0.000006068572,0.0041758553,5.39249e-7,0.0000018050926,0.4915487,0.5010062,0.0031297624],"study_design_scores_gemma":[0.00016646067,0.00007194216,0.000015318614,0.00015322812,0.000068571026,0.0000016396584,0.00008404116,0.0000026084947,0.000002467948,0.040633116,0.95844674,0.00035385665],"about_ca_topic_score_codex":0.01693963,"about_ca_topic_score_gemma":0.029349448,"teacher_disagreement_score":0.45744056,"about_ca_system_score_codex":0.005563698,"about_ca_system_score_gemma":0.00398905,"threshold_uncertainty_score":0.9998468},"labels":[],"label_agreement":null},{"id":"W2910622494","doi":"10.4337/9781786434074.00026","title":"Subsistence of copyright over CAD files in 3D printing: the Canadian, the U.S. and European outlook","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property Law","field":"Social Sciences","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":"Subsistence agriculture; CAD; 3D printing; Engineering drawing; European union; Three dimensional printing; Computer science; Computer graphics (images); Engineering; Business; Mechanical engineering; Archaeology; Geography; International trade","score_opus":0.03700998404559245,"score_gpt":0.2450245169691105,"score_spread":0.20801453292351807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910622494","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":[0.0007841936,0.00026496628,0.0000024967558,0.0021139625,0.0006506411,0.0005928064,0.00004034548,0.000050263654,0.9955003],"genre_scores_gemma":[0.20377927,0.000046093774,0.000103466715,0.0016167441,0.0011512053,0.000011312116,0.00001062142,0.000096791344,0.7931845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971168,0.00045330654,0.00051200454,0.0004895318,0.0008170045,0.0006113642],"domain_scores_gemma":[0.99787426,0.0005519026,0.0003537396,0.00062400365,0.00038877688,0.0002072922],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045128856,0.00032046094,0.00034962434,0.00021785407,0.0011805352,0.0018470514,0.0017838762,0.00038549138,0.0014136055],"category_scores_gemma":[0.0018384419,0.00019414516,0.00012288587,0.00006490265,0.0025518283,0.00038741043,0.00037952902,0.0012085286,0.000084875915],"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":[0.000034537134,0.000012127002,0.00048533536,0.000089719455,0.0001663804,0.000060093953,0.1247581,0.0000014137283,0.000017039198,0.5938024,0.2634859,0.017086968],"study_design_scores_gemma":[0.00009276881,0.000024049898,0.00051211676,0.00027676095,0.000028771175,0.0000034605175,0.00051642174,0.00001291366,0.000026661322,0.005265656,0.99296486,0.00027552963],"about_ca_topic_score_codex":0.26002118,"about_ca_topic_score_gemma":0.908341,"teacher_disagreement_score":0.729479,"about_ca_system_score_codex":0.00034962516,"about_ca_system_score_gemma":0.0014021778,"threshold_uncertainty_score":0.99949926},"labels":[],"label_agreement":null},{"id":"W2910946178","doi":"10.4337/9781786430267.00026","title":"Protection measures for unaccompanied child migrants in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Health and Trauma","field":"Psychology","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":"Refugee; Unrest; Immigration; Political science; Order (exchange); Convention; Criminology; Law; Psychology; Business; Politics","score_opus":0.03945105559591378,"score_gpt":0.2630107803593714,"score_spread":0.22355972476345765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910946178","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":[0.0023129357,0.0004976357,0.000345468,0.0010875637,0.0044439253,0.0029890346,0.00021143805,0.00016623338,0.9879458],"genre_scores_gemma":[0.3669111,0.000012894101,0.0003149571,0.004243515,0.00579228,0.0012424105,0.00058511,0.00043100154,0.6204667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968736,0.00009217413,0.0008447864,0.0008445346,0.0005790872,0.00076579716],"domain_scores_gemma":[0.997998,0.0001224039,0.0004925726,0.0006775105,0.0003501271,0.00035939694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009300198,0.000495443,0.000617287,0.00044288978,0.00028805676,0.00033963125,0.00054106576,0.0007078223,0.00082294754],"category_scores_gemma":[0.00029828853,0.0005112526,0.00016180001,0.000043200547,0.000060377333,0.00024487192,0.000044278207,0.0011298954,0.00007592492],"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":[0.0006840418,0.000044260247,0.00033194455,0.00038046474,0.0003227639,0.00003209904,0.008000039,0.0000030744172,0.000003910387,0.046396323,0.83682525,0.10697584],"study_design_scores_gemma":[0.0013194534,0.00011756962,0.0018747895,0.00039155944,0.00004270302,0.00002842484,0.00024044939,0.000019772939,0.00002313801,0.009723231,0.9856699,0.00054898916],"about_ca_topic_score_codex":0.8039871,"about_ca_topic_score_gemma":0.9919992,"teacher_disagreement_score":0.36747906,"about_ca_system_score_codex":0.0008677027,"about_ca_system_score_gemma":0.0023925297,"threshold_uncertainty_score":0.9997339},"labels":[],"label_agreement":null},{"id":"W2911226402","doi":"10.4337/9781788110914.00007","title":"Ottawa-Gatineau: bus rapid transit and metropolitan planning","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bus rapid transit; Metropolitan area; Downtown; Transport engineering; Implementation; Transit (satellite); Geography; Public transport; Business; Computer science; Engineering","score_opus":0.029753402282511242,"score_gpt":0.27120297657372766,"score_spread":0.2414495742912164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911226402","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":[0.0022931586,0.001707456,0.00011590961,0.0010040012,0.0014083444,0.00061905937,0.00013337638,0.00038133812,0.99233735],"genre_scores_gemma":[0.20584422,0.0000399622,0.00062012684,0.0006556911,0.0022677064,0.000011597083,0.00018550165,0.00015197563,0.7902232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635553,0.000107613116,0.00069574296,0.0009575212,0.0010984396,0.0007851256],"domain_scores_gemma":[0.9979989,0.00029664728,0.00041450496,0.00059835555,0.0002541091,0.0004374703],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018980674,0.0005498469,0.0007996398,0.0003312518,0.00074714725,0.0021474492,0.0009396923,0.0010056735,0.0009029905],"category_scores_gemma":[0.000220343,0.0005503617,0.0003145847,0.00005605603,0.0006994902,0.0013477282,0.00008671188,0.0013899493,0.000047408128],"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":[0.000103664184,0.00004294668,0.013122597,0.0005460659,0.00055591617,0.00014643326,0.02510732,0.0000025470601,0.00003894619,0.8372628,0.06399035,0.059080385],"study_design_scores_gemma":[0.00042781467,0.000055248296,0.0012944185,0.00030512214,0.00015175702,0.0000015233908,0.0009373056,0.0000048025504,0.000020861542,0.021594675,0.97445565,0.00075080746],"about_ca_topic_score_codex":0.003551655,"about_ca_topic_score_gemma":0.0036909124,"teacher_disagreement_score":0.9104653,"about_ca_system_score_codex":0.00037640514,"about_ca_system_score_gemma":0.00072743377,"threshold_uncertainty_score":0.99969476},"labels":[],"label_agreement":null},{"id":"W2911595051","doi":"10.4337/9781788116633.00022","title":"US patent sales by universities and research institutes","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","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":"Commercialization; Quarter (Canadian coin); Business; Accounting; Elite; Marketing; Intellectual property; Political science","score_opus":0.1321065612686388,"score_gpt":0.25436829825118895,"score_spread":0.12226173698255016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911595051","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":[0.0008353999,0.0017419631,0.00006892564,0.003926698,0.0005732251,0.00020941623,0.00086751697,0.00010173408,0.99167514],"genre_scores_gemma":[0.05971543,0.00028766444,0.00024074642,0.0020450791,0.00086881785,0.0000106106445,0.0004537424,0.000100944024,0.936277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828905,0.000017982513,0.00054960523,0.0006117321,0.00015279361,0.00037882748],"domain_scores_gemma":[0.9989154,0.00010415823,0.00032869636,0.00032280758,0.00017283301,0.00015615829],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009488715,0.0002769191,0.00048131915,0.0007051541,0.0003889689,0.0013306212,0.00047602493,0.0005118909,0.00018926583],"category_scores_gemma":[0.00016065915,0.00032806804,0.00009967297,0.000066204484,0.00036694302,0.0007329866,0.0004053562,0.0011903214,0.00040760255],"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":[0.000009789226,0.000003997057,0.000069668844,0.00006141712,0.000073566254,0.000011989332,0.00058159145,5.2220867e-7,0.0000028494735,0.831759,0.16668648,0.0007391408],"study_design_scores_gemma":[0.00022622517,0.000043212483,0.00005421983,0.00006499458,0.0000051303027,0.0000035248347,0.00009490702,0.000017785633,0.000020661775,0.14908747,0.8500722,0.00030965454],"about_ca_topic_score_codex":0.0005801425,"about_ca_topic_score_gemma":0.000040761282,"teacher_disagreement_score":0.6833857,"about_ca_system_score_codex":0.00025432807,"about_ca_system_score_gemma":0.00017236178,"threshold_uncertainty_score":0.99991715},"labels":[],"label_agreement":null},{"id":"W2911732082","doi":"10.4337/9781788972307.00011","title":"Micro firm learning communities in rural tourism: a multi-case study","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Autonomy; Competence (human resources); Tourism; Rural tourism; Knowledge management; Perspective (graphical); Business; Empirical research; Sustainable development; Sociology; Psychology; Political science; Tourism geography; Computer science; Artificial intelligence; Social psychology","score_opus":0.040442410654350704,"score_gpt":0.24737995371181087,"score_spread":0.20693754305746018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911732082","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":[0.35815507,0.00070535776,0.000008440843,0.00030806617,0.0016360196,0.0010408539,0.000009864363,0.0005045699,0.6376318],"genre_scores_gemma":[0.6722397,0.000055961715,0.00023352815,0.0023273337,0.004811504,0.00011670078,0.00014340822,0.000311757,0.31976008],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735624,0.000056702585,0.0008269626,0.0005328698,0.00053312833,0.0006941183],"domain_scores_gemma":[0.9979341,0.00020094082,0.0007165893,0.0006875474,0.00042443964,0.000036389218],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013110122,0.00070930715,0.00078194676,0.00079496595,0.0008251284,0.004479025,0.0009963198,0.00038442257,0.000707989],"category_scores_gemma":[0.00027318517,0.0006791152,0.00023444893,0.00008200585,0.00028904533,0.0022238768,0.0016582615,0.0017992163,0.00025538955],"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":[0.0005442534,0.0014103418,0.42765516,0.0024140165,0.0027226633,0.020925922,0.10270367,0.00018438471,0.000032925236,0.025624637,0.2786804,0.13710162],"study_design_scores_gemma":[0.0023970138,0.00014472366,0.001688644,0.0013976274,0.00027663368,0.00012931896,0.06567912,0.00023007642,0.0000020070022,0.0032693623,0.92307585,0.001709626],"about_ca_topic_score_codex":0.023385698,"about_ca_topic_score_gemma":0.027263872,"teacher_disagreement_score":0.6443954,"about_ca_system_score_codex":0.00010933158,"about_ca_system_score_gemma":0.000049120823,"threshold_uncertainty_score":0.999566},"labels":[],"label_agreement":null},{"id":"W2914256895","doi":"10.4337/9781786431769.00015","title":"Transforming relations in the green energy economy: control of lands and livelihoods","year":2018,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Subsistence agriculture; Livelihood; Relocation; Hydroelectricity; Climate change; Natural resource economics; Economy; Indigenous; Geography; Political science; Business; Environmental planning; Environmental resource management; Engineering; Economics; Ecology","score_opus":0.02656502721548859,"score_gpt":0.28070166182730805,"score_spread":0.25413663461181946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914256895","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":[0.00075993483,0.00044233704,0.00026314447,0.0030609954,0.00049662543,0.00082184037,0.000095538526,0.000039155628,0.9940204],"genre_scores_gemma":[0.34509107,0.0001763636,0.00013119413,0.007958654,0.0027825364,0.00036966483,0.00012622972,0.00014668412,0.6432176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978353,0.00018340105,0.0008007814,0.00033160835,0.00015577488,0.0006931499],"domain_scores_gemma":[0.99790835,0.0009401771,0.000461447,0.0003374893,0.0002806507,0.00007188455],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019133651,0.00027718066,0.00063478533,0.0002668925,0.0015445808,0.000059676764,0.0003845587,0.000836354,0.00042339414],"category_scores_gemma":[0.00011209712,0.00021049033,0.00011837603,0.000022451397,0.00017617506,0.00022631737,0.00014307545,0.0011905045,0.000028685256],"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":[0.0001378385,0.000030526993,0.0037388715,0.00047481532,0.00051374896,0.00002671396,0.27836588,0.0000020128916,0.000003053829,0.65663934,0.04908693,0.010980265],"study_design_scores_gemma":[0.00096229144,0.00016752593,0.00033400388,0.00023914872,0.00009562557,0.0000051603206,0.0038680432,0.000024689982,6.0058585e-7,0.039045166,0.9550261,0.00023164022],"about_ca_topic_score_codex":0.0062433504,"about_ca_topic_score_gemma":0.08202675,"teacher_disagreement_score":0.90593916,"about_ca_system_score_codex":0.00019516937,"about_ca_system_score_gemma":0.0005893145,"threshold_uncertainty_score":0.99975526},"labels":[],"label_agreement":null},{"id":"W2915184409","doi":"10.4337/9781788977821.00020","title":"Public policy considerations in intellectual property-related international investment arbitration","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Tribunal; Arbitration; Intellectual property; Investment policy; Legislation; Investment (military); Public policy; Foreign direct investment; Investment arbitration; Law; Business; Political science; Public administration; Law and economics; Economics; International investment","score_opus":0.05341856923859978,"score_gpt":0.22799846751191102,"score_spread":0.17457989827331125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915184409","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":[0.0000381863,0.000039175826,0.00007612806,0.040548377,0.0014183669,0.0007577797,0.00002419164,0.0003791141,0.9567187],"genre_scores_gemma":[0.13723738,0.00002382055,0.0005157757,0.34023088,0.009154023,0.00020949951,0.0031483483,0.00030959814,0.50917065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965911,0.000027988704,0.0011569496,0.00079269125,0.001022747,0.00040852797],"domain_scores_gemma":[0.997999,0.00016440322,0.0006714787,0.00033652282,0.0007504947,0.00007811656],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054397306,0.00057963026,0.0004602552,0.0017348593,0.00026938776,0.005787172,0.0006813561,0.00048787807,0.0029267115],"category_scores_gemma":[0.0035437723,0.0005161366,0.00024045414,0.00015586194,0.00020332713,0.004218962,0.0004308869,0.0012703121,0.001351542],"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":[0.000016816979,0.000042738753,0.000016008322,0.000036653866,0.00014878104,0.000035390247,0.00028442897,0.00001974344,0.000053355594,0.9001331,0.09864956,0.00056346576],"study_design_scores_gemma":[0.00059174857,0.000017683993,0.000017249718,0.00013707072,0.000027408623,0.000010384544,0.00003556103,0.002578594,0.00002358358,0.29286474,0.7032393,0.00045663613],"about_ca_topic_score_codex":0.0005651818,"about_ca_topic_score_gemma":0.00086897693,"teacher_disagreement_score":0.60726833,"about_ca_system_score_codex":0.00058521226,"about_ca_system_score_gemma":0.00080710073,"threshold_uncertainty_score":0.99972904},"labels":[],"label_agreement":null},{"id":"W2915259622","doi":"10.4337/9781788114486.00013","title":"‘We were controlled, we were not allowed to express our sexuality, our intimacy was suppressed’: sexual violence experienced by boys","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender, Security, and Conflict","field":"Social Sciences","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":"University of British Columbia; University of British Columbia Hospital; University of Toronto","funders":"","keywords":"Human sexuality; Sexual violence; Resistance (ecology); Psychology; Gender studies; Sexual assault; Criminology; Social psychology; Sociology; Developmental psychology; Poison control; Human factors and ergonomics; Medicine; Medical emergency","score_opus":0.040166190045237665,"score_gpt":0.30599909989258267,"score_spread":0.265832909847345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915259622","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":[0.010360927,0.002269059,0.00044937144,0.032365132,0.0127525395,0.005811006,0.0009831772,0.0013688514,0.93363994],"genre_scores_gemma":[0.31991014,0.00028727186,0.00020816296,0.0028214713,0.0033726867,0.00021430476,0.0001556395,0.00025161848,0.6727787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98962593,0.000646534,0.0015867407,0.0024785125,0.0035461546,0.0021161565],"domain_scores_gemma":[0.994495,0.0003913048,0.001032368,0.0019067912,0.0008130629,0.0013615268],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0028694132,0.0014823067,0.0022978603,0.0005129341,0.0012262001,0.0060731606,0.004710957,0.0019637167,0.0004795663],"category_scores_gemma":[0.0010371505,0.0015019878,0.00068336265,0.00010378397,0.00027490052,0.0019055326,0.0014943616,0.0024490121,0.0005651915],"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":[0.0010150503,0.00022865899,0.00013908988,0.00042175423,0.00076107937,0.000121575686,0.19683139,0.000015214088,0.0024774706,0.06432291,0.6918002,0.04186561],"study_design_scores_gemma":[0.0027543379,0.0002268443,0.000009078181,0.00058369985,0.00013523249,0.0000063054986,0.08718038,0.000015002278,0.00029630066,0.0031469977,0.9037722,0.0018736655],"about_ca_topic_score_codex":0.0056258286,"about_ca_topic_score_gemma":0.0027371075,"teacher_disagreement_score":0.3095492,"about_ca_system_score_codex":0.0004920534,"about_ca_system_score_gemma":0.0017911727,"threshold_uncertainty_score":0.99985236},"labels":[],"label_agreement":null},{"id":"W2917393237","doi":"10.4337/9781788972468.00035","title":"Food sovereignty, food security and the right to food","year":2021,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Right to food; Food security; Food sovereignty; Food supply; Political science; Business; Economics; Geography; Agricultural economics; Agriculture","score_opus":0.014550183965487969,"score_gpt":0.18778170273281555,"score_spread":0.1732315187673276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917393237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245797,0.00039935383,0.00000474679,0.006205072,0.00048404036,0.00044597435,0.000108372114,0.00016592747,0.06760683],"genre_scores_gemma":[0.99497,0.000011872335,0.00018270459,0.0028646456,0.00069633423,0.00006230549,0.00008101312,0.000003007514,0.0011280765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978075,0.00021564327,0.0003282114,0.00057175837,0.0005410809,0.0005358304],"domain_scores_gemma":[0.9988814,0.00033348717,0.00010966673,0.00014614113,0.00023356106,0.00029571948],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00063595513,0.0002826091,0.00033289546,0.000015135049,0.0005701668,0.001851564,0.0005864267,0.00020072992,0.00021082831],"category_scores_gemma":[0.00038263426,0.000086035936,0.00014872527,0.0002776141,0.000083531944,0.00043829475,0.0006634128,0.00041211388,0.000023933248],"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":[0.0003014636,0.00018821323,0.002653295,0.000058040372,0.00052143296,0.000036737856,0.00596546,0.000002923139,0.00085115724,0.8032132,0.11668372,0.069524355],"study_design_scores_gemma":[0.0014206388,0.0010987386,0.031124678,0.00009389909,0.000057552068,0.000111793735,0.0019986394,0.000008119214,0.0113439085,0.47625685,0.4756171,0.0008680867],"about_ca_topic_score_codex":0.000056999634,"about_ca_topic_score_gemma":0.0032913918,"teacher_disagreement_score":0.3589334,"about_ca_system_score_codex":0.000052635125,"about_ca_system_score_gemma":0.00004155959,"threshold_uncertainty_score":0.9991846},"labels":[],"label_agreement":null},{"id":"W2919042643","doi":"10.4337/9780857938602.00032","title":"Franchising research in marketing: suggestions for future research","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Franchising Strategies and Performance","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":"Western University","funders":"","keywords":"Corporate governance; Marketing; Marketing research; Work (physics); Business; Economics; Management; Engineering","score_opus":0.10418065408481723,"score_gpt":0.3246726344419832,"score_spread":0.22049198035716594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919042643","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":[0.0014343084,0.001221933,0.000028551372,0.0042333896,0.004212045,0.0016090352,0.00003606662,0.00020851266,0.98701614],"genre_scores_gemma":[0.047943804,0.00019864916,0.00089650805,0.0010551905,0.04337273,0.00022508744,0.0006034914,0.0005973651,0.9051072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457693,0.0000925864,0.00078691874,0.0011820572,0.0017914105,0.0015701129],"domain_scores_gemma":[0.99555594,0.0012344755,0.00034215217,0.0010848669,0.001729997,0.00005255859],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015043357,0.00055410975,0.00068196893,0.0029226886,0.0012125602,0.0075585432,0.0015021692,0.0011101601,0.00033465947],"category_scores_gemma":[0.0008809039,0.0005610559,0.00027904217,0.00037508222,0.00033787676,0.002581837,0.00071476185,0.004828011,0.00045804025],"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":[0.00028701796,0.000029436265,0.00029072218,0.0021989532,0.000049665,0.000025551533,0.00020525645,0.00003417025,0.000016981858,0.6303637,0.30368724,0.06281129],"study_design_scores_gemma":[0.00063194317,0.000030756517,0.0006223813,0.0021109914,0.00001838909,0.0000032001324,0.00031972752,0.0005392782,0.0000017598715,0.05725754,0.93788236,0.0005816785],"about_ca_topic_score_codex":0.0007300347,"about_ca_topic_score_gemma":0.0011391054,"teacher_disagreement_score":0.6341951,"about_ca_system_score_codex":0.0003188605,"about_ca_system_score_gemma":0.0005781616,"threshold_uncertainty_score":0.9996841},"labels":[],"label_agreement":null},{"id":"W2920025116","doi":"10.4337/9781785366086.00027","title":"Geopolitical shifts in the triangle “US–GCC–China”: present relations and future prospects","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","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":"Geopolitics; China; Politics; Political science; Quarter (Canadian coin); Power (physics); Phenomenon; Development economics; Political economy; Population; International relations; Economy; Geography; Sociology; Economics; Law","score_opus":0.021073441217786624,"score_gpt":0.2558812859807694,"score_spread":0.2348078447629828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920025116","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":[0.0006894573,0.0009225947,0.000006194078,0.017051686,0.0016517617,0.0013249175,0.000039565333,0.000114076814,0.9781997],"genre_scores_gemma":[0.028114123,0.00006692405,0.00007640533,0.0007151904,0.0075973454,0.000038948383,0.00005364131,0.00006830743,0.9632691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681324,0.00027124616,0.00046568413,0.0006036887,0.0011619852,0.00068414444],"domain_scores_gemma":[0.99840665,0.00039246277,0.00023605143,0.00055880897,0.00014516602,0.00026088633],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023297637,0.00036927228,0.00049035903,0.00028015792,0.00072265987,0.0023523776,0.0008607405,0.00097486185,0.00044083595],"category_scores_gemma":[0.0004460936,0.00027908932,0.0001968234,0.00006942384,0.000463847,0.0006858282,0.00020609761,0.0017259313,0.00010748523],"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":[0.000015676142,0.000014413107,0.00020450006,0.000030836705,0.000031208037,0.000023741719,0.019972222,3.6752076e-7,2.4521034e-7,0.95776874,0.017460156,0.004477871],"study_design_scores_gemma":[0.0004317624,0.000036086123,0.0026118045,0.00013955435,0.000043441014,0.0000037670338,0.0008723162,0.0000066845296,4.0265934e-7,0.07725731,0.9182735,0.0003233581],"about_ca_topic_score_codex":0.001440891,"about_ca_topic_score_gemma":0.005369095,"teacher_disagreement_score":0.90081334,"about_ca_system_score_codex":0.0001856315,"about_ca_system_score_gemma":0.00097552023,"threshold_uncertainty_score":0.99996614},"labels":[],"label_agreement":null},{"id":"W2931816820","doi":"10.4337/9781786434579.00023","title":"Canada: internal conspiracies - corruption and crime","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","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":"Opportunism; Politics; Language change; Multitude; Organised crime; State (computer science); Power (physics); Political science; Criminology; Law and economics; Business; Political economy; Law; Sociology; Computer science","score_opus":0.02755534314854174,"score_gpt":0.2486263403210455,"score_spread":0.22107099717250375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931816820","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":[0.00087677443,0.00073066127,0.000031686926,0.0009619551,0.0032421497,0.00032127454,0.0002555775,0.000111253015,0.99346864],"genre_scores_gemma":[0.077704154,0.00012188553,0.000035421588,0.0014621629,0.0014766712,0.000005452516,0.000026604199,0.0000605992,0.919107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974829,0.00006153841,0.00035808954,0.00052846,0.0010745289,0.0004944877],"domain_scores_gemma":[0.99837583,0.00034277438,0.0004686707,0.00033478238,0.0002459734,0.0002319525],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006686685,0.00035773392,0.00048191595,0.00012361255,0.00047654234,0.0017261559,0.000552418,0.0004939382,0.00042182364],"category_scores_gemma":[0.00047969082,0.00038386605,0.000114700095,0.000016314725,0.00049415807,0.0009167787,0.0002036936,0.00092823023,0.000027085172],"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":[0.000029776122,0.000005599617,0.00022624571,0.0000741618,0.00009630861,0.000035108205,0.0044247806,5.009429e-7,0.00001671478,0.6808879,0.2797408,0.0344621],"study_design_scores_gemma":[0.00018288822,0.000027231526,0.00044922743,0.00024420003,0.000043993427,0.0000072946805,0.0005165171,0.0000032423995,0.000020141333,0.0044789924,0.99357826,0.00044800565],"about_ca_topic_score_codex":0.8698176,"about_ca_topic_score_gemma":0.90178734,"teacher_disagreement_score":0.71383744,"about_ca_system_score_codex":0.00080920395,"about_ca_system_score_gemma":0.0042335456,"threshold_uncertainty_score":0.9998613},"labels":[],"label_agreement":null},{"id":"W2940798225","doi":"10.4337/9781785369858.00025","title":"Central and Eastern Europe","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Dilemma; International investment; Foreign direct investment; Political science; International trade; Context (archaeology); Investment (military); Quarter (Canadian coin); Competence (human resources); International economics; Economy; Development economics; Business; Economics; Geography; Law; Politics; Management","score_opus":0.02006192967526971,"score_gpt":0.19685903526225476,"score_spread":0.17679710558698505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940798225","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":[0.00018765566,0.000066499335,0.00006118867,0.0012682928,0.0019897767,0.00029589472,0.000011525378,0.0001983002,0.99592084],"genre_scores_gemma":[0.0108431885,0.000008069243,0.00006157979,0.033120293,0.0043488303,0.0000046751516,0.0002533168,0.000119737015,0.9512403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827427,0.000005555974,0.00036830097,0.00047891392,0.00054271735,0.00033024972],"domain_scores_gemma":[0.99895215,0.000027089702,0.00037786659,0.0002811049,0.00032656066,0.00003524823],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002467715,0.00036929664,0.0002904758,0.0003098423,0.00013427799,0.0043905526,0.0004314978,0.00023862683,0.00070801575],"category_scores_gemma":[0.00009038633,0.00035184028,0.00011520882,0.00002183859,0.00008721791,0.00235279,0.00037849447,0.0005306721,0.0010064548],"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":[0.000014169158,0.0000059413487,0.00012573817,0.000092653594,0.000056409972,0.000013211459,0.000024474864,0.0000019645947,0.000007900885,0.9390559,0.058679357,0.0019222726],"study_design_scores_gemma":[0.00033097254,0.000009032912,0.00016052368,0.00017394326,0.000048414877,0.0000044325966,0.0000045428365,0.00065839454,0.000004202639,0.024068216,0.97414595,0.00039136503],"about_ca_topic_score_codex":0.00011628528,"about_ca_topic_score_gemma":0.00007084215,"teacher_disagreement_score":0.9154666,"about_ca_system_score_codex":0.00004632927,"about_ca_system_score_gemma":0.00008191962,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W2945356489","doi":"10.4337/9781839100093.00029","title":"Rethinking monetary theory in light of Keynes and the crisis","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Economics; Keynesian economics; Monetarism; Quantitative easing; Quantity theory of money; Endogenous money; Monetary economics; Inflation (cosmology); Monetary policy; Monetary reform; Deflation; Post-Keynesian economics; General theory; Monetary theory; Inflation targeting; Macroeconomics; Central bank","score_opus":0.02724630834573869,"score_gpt":0.1950573455740029,"score_spread":0.1678110372282642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945356489","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":[0.0011692443,0.0061284797,0.00004466474,0.005786879,0.00059178425,0.00032700176,0.00017290014,0.00005120203,0.98572785],"genre_scores_gemma":[0.57504785,0.0009634094,0.00044901168,0.008116838,0.0018087744,0.00004683551,0.00007258029,0.0002818216,0.41321287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977925,0.000077130135,0.0011794106,0.0006220991,0.000041996285,0.00028686496],"domain_scores_gemma":[0.9977077,0.0005637199,0.0009750622,0.0006219579,0.000028401912,0.00010313608],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003264873,0.00036685407,0.0011115434,0.00040008966,0.0001122341,0.00046745938,0.0007549532,0.0005233883,0.00027551738],"category_scores_gemma":[0.00045633077,0.00034161872,0.00028489804,0.000034166726,0.00028713426,0.00047616166,0.0003619593,0.001137355,0.00009296464],"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":[0.00012720964,0.0000040629534,0.00008951482,0.00009344839,0.00015183254,0.000006801892,0.008380111,0.0000037973202,5.826375e-7,0.9842172,0.0053142537,0.0016111493],"study_design_scores_gemma":[0.00060295896,0.000018910021,0.000033936532,0.00009264097,0.00002003596,0.0000045442366,0.00008587086,0.000031644544,0.000013763124,0.76410323,0.23472172,0.00027074185],"about_ca_topic_score_codex":0.00040960137,"about_ca_topic_score_gemma":0.00014158216,"teacher_disagreement_score":0.57387865,"about_ca_system_score_codex":0.00006861874,"about_ca_system_score_gemma":0.00004993136,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W2950936934","doi":"10.4337/9781788977999.00020","title":"Copyrightability of remixes and creation of remix rights","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Copyright law; The arts; Remuneration; Creativity; Political science; Fair use; The Internet; Intellectual property; Law and economics; Sociology; Law; Media studies; Computer science; World Wide Web","score_opus":0.020242486877083073,"score_gpt":0.20605148693673475,"score_spread":0.18580900005965167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950936934","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":[0.0032261102,0.0003224797,0.00005230668,0.00013811432,0.0007315917,0.0005107782,0.00001917107,0.000104026585,0.9948954],"genre_scores_gemma":[0.46569458,0.000022482447,0.00017357622,0.00025599785,0.0013523011,0.0000057802513,0.00015693181,0.00009718117,0.53224117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768823,0.000014481017,0.00083994935,0.0005889161,0.0006077938,0.00026061322],"domain_scores_gemma":[0.99725133,0.0001921316,0.00096701644,0.0006720114,0.0008910342,0.00002649602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008741311,0.00042072474,0.0008145425,0.00050097774,0.0001328809,0.0006676496,0.00051680446,0.0005218615,0.002663229],"category_scores_gemma":[0.00046000717,0.00032000628,0.00022553111,0.00005364603,0.0003487335,0.0018955409,0.0004167545,0.00048413992,0.000067095374],"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":[0.00040022688,0.00006225659,0.00040400415,0.0030566037,0.00031288827,0.00000547654,0.00049786805,9.816406e-7,0.00079059775,0.5173907,0.44426745,0.03281092],"study_design_scores_gemma":[0.00037628616,0.000041312327,0.00012775681,0.00070168887,0.00015947124,0.0000019035858,0.000013629116,0.0005122845,0.0008160894,0.09873322,0.89810103,0.00041534693],"about_ca_topic_score_codex":0.0014011804,"about_ca_topic_score_gemma":0.00036566544,"teacher_disagreement_score":0.46265423,"about_ca_system_score_codex":0.000057621954,"about_ca_system_score_gemma":0.00011324448,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W2961759084","doi":"10.4337/9781788972284.00026","title":"The imitation game? The partnership between ASEAN and Canada in search of strategic relevance","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"General partnership; Bilateralism; Disarmament; Politics; Political science; Dimension (graph theory); Relevance (law); Pillar; Political economy; Imitation; International trade; Multilateralism; Economics; Law; Engineering","score_opus":0.06872267309202129,"score_gpt":0.2838862433383042,"score_spread":0.2151635702462829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961759084","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":[0.006692635,0.0005024168,8.2671653e-7,0.014186276,0.00024149883,0.00043968493,0.00017449645,0.000011741981,0.9777504],"genre_scores_gemma":[0.47451857,0.00012726894,0.0000045139773,0.0005627933,0.0005447676,0.000005806423,0.000011309242,0.000025219788,0.5241998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791193,0.0001915457,0.0003255971,0.0002755317,0.0008473322,0.0004480756],"domain_scores_gemma":[0.997197,0.001864314,0.00029289993,0.00035601438,0.0001402785,0.00014951298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072254,0.00017008335,0.0002454545,0.000063343534,0.00035677166,0.0007501376,0.00070892775,0.0002413593,0.000013979009],"category_scores_gemma":[0.0006949073,0.00012692338,0.00005638814,0.000042473817,0.0005306422,0.00025866408,0.00007116738,0.0008456688,0.0000030115293],"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":[0.000010672042,8.8509046e-7,0.00044386752,0.000036255165,0.000029799341,0.000005919007,0.00463151,0.0000055596374,5.519175e-7,0.9318827,0.05251411,0.010438166],"study_design_scores_gemma":[0.00012148417,0.000015189387,0.001975967,0.00014703233,0.000013675524,4.769064e-7,0.000892022,0.0000044624753,0.0000044765493,0.04161632,0.955037,0.00017191947],"about_ca_topic_score_codex":0.9373211,"about_ca_topic_score_gemma":0.9969728,"teacher_disagreement_score":0.90252286,"about_ca_system_score_codex":0.0004328915,"about_ca_system_score_gemma":0.0053121657,"threshold_uncertainty_score":0.9423554},"labels":[],"label_agreement":null},{"id":"W2962048078","doi":"10.4337/9781788975209.00024","title":"Politics and technology: deploying the state to accelerate socio-technical transitions for sustainability","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","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":"Sustainability; Politics; State (computer science); Political science; Economic system; Political economy; Sociology; Economics; Computer science; Law","score_opus":0.019891639960218085,"score_gpt":0.24809200688194258,"score_spread":0.2282003669217245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962048078","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":[0.15042277,0.00042079142,0.0024569393,0.1382806,0.0011391443,0.013203506,0.0016403889,0.0015407791,0.6908951],"genre_scores_gemma":[0.34956408,0.000064021035,0.0018178837,0.005633972,0.00040841047,0.0008339915,0.000098377204,0.00036273248,0.6412166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730074,0.000041042924,0.0004579196,0.0009041386,0.0004746386,0.0008214997],"domain_scores_gemma":[0.9981561,0.0003280236,0.00021752866,0.0008888552,0.00020485293,0.00020469172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011134977,0.00044043825,0.0004537142,0.000115411145,0.0006703082,0.0007587732,0.00089010864,0.000618313,0.00015266293],"category_scores_gemma":[0.0007664938,0.00037280275,0.00017568647,0.00008410611,0.0008537523,0.00047508214,0.0008355432,0.0010041884,0.00003605179],"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":[0.00033208987,0.0001976482,0.002687988,0.002151941,0.00032420963,0.00007960724,0.032453127,0.00040422016,0.0007692386,0.75292754,0.1296001,0.07807229],"study_design_scores_gemma":[0.00033006578,0.00015006922,0.00026888427,0.00008464249,0.00007533648,0.000016556818,0.0023816978,0.0000370864,0.000086940905,0.48280483,0.51319075,0.00057312043],"about_ca_topic_score_codex":0.0001667649,"about_ca_topic_score_gemma":0.0007461606,"teacher_disagreement_score":0.38359067,"about_ca_system_score_codex":0.00159863,"about_ca_system_score_gemma":0.00026893205,"threshold_uncertainty_score":0.9998724},"labels":[],"label_agreement":null},{"id":"W2962336415","doi":"10.4337/9781788118934.00015","title":"Rural sound-space: a restless quiet and an active silence","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Musicological Studies","field":"Arts and Humanities","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":"Silence; Sound (geography); Active listening; Space (punctuation); Narrative; Character (mathematics); Perception; Politics; QUIET; Identity (music); Sociology; Psychology; Aesthetics; Communication; Acoustics; Art; Linguistics; Political science; Literature","score_opus":0.08110568924545669,"score_gpt":0.2421041426906444,"score_spread":0.1609984534451877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962336415","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":[0.006043093,0.00026772227,0.0000022093514,0.00044489626,0.0020517122,0.0005097521,0.0003021691,0.00029497873,0.99008346],"genre_scores_gemma":[0.061594233,0.00003075484,0.000043236134,0.0011184538,0.002549663,0.000025527808,0.000090498346,0.0001012954,0.93444633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978066,0.000052950356,0.0003324222,0.0006854719,0.0006026723,0.0005198811],"domain_scores_gemma":[0.99837506,0.00024045233,0.00034929207,0.0004910769,0.00034339298,0.00020074498],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003282022,0.0005793969,0.0006991489,0.00018147085,0.00067054405,0.007008933,0.0006323423,0.00041128736,0.0023271297],"category_scores_gemma":[0.00013930266,0.00048306954,0.00017165708,0.0000069883877,0.0009818595,0.0014524511,0.00076632516,0.001056705,0.00026332447],"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":[0.00006105395,0.000016879498,0.000017977252,0.00006217449,0.00017643052,0.000026886644,0.018770644,4.4995522e-7,0.000003539241,0.92508894,0.047742497,0.008032503],"study_design_scores_gemma":[0.00033906684,0.00026234865,0.0000613619,0.0002224043,0.000101262194,0.000004504315,0.0056532975,0.0000033740728,0.0000032025225,0.05800903,0.934667,0.00067316776],"about_ca_topic_score_codex":0.00041090988,"about_ca_topic_score_gemma":0.0013307156,"teacher_disagreement_score":0.8869245,"about_ca_system_score_codex":0.0001526949,"about_ca_system_score_gemma":0.000116521034,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W2969324488","doi":"10.4337/9781788119214.00008","title":"Discrimination in British nationality law","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","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":"Nationality; Legislature; Legislation; Law; Political science; Work (physics); Sociology; Immigration; Engineering","score_opus":0.04620290573465875,"score_gpt":0.2824600065918819,"score_spread":0.23625710085722318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969324488","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":[0.00019227911,0.00013216624,0.0001478919,0.0008864932,0.0012999831,0.00052123395,0.000112612455,0.00016329913,0.99654406],"genre_scores_gemma":[0.061529536,0.000105872095,0.00026975083,0.0012242302,0.001903158,0.000017739103,0.0005738107,0.00008973189,0.9342862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974479,0.00017862329,0.00043661371,0.0005611119,0.0010165105,0.00035921152],"domain_scores_gemma":[0.99878687,0.00015459605,0.00028989956,0.000326805,0.00032103527,0.0001208128],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022389775,0.00020983575,0.00028198565,0.00020644712,0.0004220048,0.0027026578,0.00061226153,0.00050479703,0.00033787955],"category_scores_gemma":[0.0007598601,0.000289044,0.00012217168,0.000037472328,0.0002728885,0.0019269717,0.00018754214,0.0009720999,0.00027330595],"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":[0.000008083556,0.000011803994,0.000016324813,0.00010303809,0.000013404121,0.000032131273,0.0022105367,0.0000013799805,0.0000028251745,0.94903183,0.008210904,0.040357757],"study_design_scores_gemma":[0.00018645437,0.000022177872,0.00026994233,0.00047833016,0.000045394543,0.000004550017,0.0008709306,0.0000050576655,0.0000029674586,0.052955333,0.9448005,0.00035836283],"about_ca_topic_score_codex":0.024853753,"about_ca_topic_score_gemma":0.17855982,"teacher_disagreement_score":0.9365896,"about_ca_system_score_codex":0.0005001872,"about_ca_system_score_gemma":0.0004966367,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W2969661827","doi":"10.4337/9781786437457.00016","title":"Regional harmonization of transport law: EU law and policy","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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":"Lawmaking; Convention; Harmonization; Context (archaeology); Law; Jurisprudence; Political science; Multimodal transport; International law; Analogy; Law of the sea; Common law; Municipal law; Geography","score_opus":0.03452733560037856,"score_gpt":0.22544537635347625,"score_spread":0.1909180407530977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969661827","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":[0.00005430327,0.0000927141,0.00031148628,0.0020153536,0.00077876623,0.0002574998,0.00005675389,0.00012063131,0.9963125],"genre_scores_gemma":[0.34906566,0.00006171104,0.00045177873,0.035009563,0.01113263,0.000011315366,0.0014903661,0.0002581758,0.6025188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981436,0.0000050288168,0.00052389345,0.00044756953,0.00062840624,0.0002514817],"domain_scores_gemma":[0.99858356,0.000059329726,0.00055101083,0.0003044542,0.00047267633,0.000028948381],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000323182,0.0003354337,0.00042597624,0.00034396045,0.00013239145,0.0008532663,0.0004672719,0.0003794573,0.0001564427],"category_scores_gemma":[0.000081630504,0.0003408336,0.00016597693,0.000030044983,0.00042848338,0.0017084529,0.0001335392,0.00039739365,0.000054015756],"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":[0.000024690864,0.000011724356,0.00007231763,0.00030319602,0.0000903939,0.000006293032,0.000057124438,0.0000070748283,0.000014898309,0.98449904,0.014317072,0.00059620605],"study_design_scores_gemma":[0.00036039442,0.000010590922,0.00014149059,0.00025153725,0.000079913225,0.0000039266893,0.000009378677,0.000071014496,0.000014864896,0.15772527,0.8410215,0.0003101173],"about_ca_topic_score_codex":0.0029366878,"about_ca_topic_score_gemma":0.000567868,"teacher_disagreement_score":0.82677376,"about_ca_system_score_codex":0.000062997235,"about_ca_system_score_gemma":0.00012260528,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W2969987144","doi":"10.4337/9781788977821.00037","title":"Regulatory and policy issues arising from intellectual property and Investor-State Dispute Settlement in the EU: a closer look at the TTIP and CETA","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Intellectual property; Enforcement; Arbitration; European union; International trade; Business; Negotiation; Investor-state dispute settlement; State (computer science); Foreign direct investment; Investment (military); Law and economics; Political science; Law; International investment; Economics","score_opus":0.02555042610142325,"score_gpt":0.21970675962445355,"score_spread":0.1941563335230303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969987144","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":[0.016765516,0.0009866714,0.000011256317,0.061929297,0.00033965512,0.0009364156,0.00006556774,0.000100184705,0.91886544],"genre_scores_gemma":[0.20416054,0.00036027236,0.0002925856,0.32578897,0.008800314,0.000113074646,0.0009180993,0.00029119255,0.45927495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981458,0.00004575056,0.00044349182,0.0005668848,0.0005453152,0.00025272605],"domain_scores_gemma":[0.9991108,0.00016227597,0.00030210346,0.00028313574,0.00010278996,0.000038884384],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006919195,0.00039449643,0.00031252214,0.00023548781,0.00038642675,0.0038891756,0.00040394897,0.00015499993,0.00011618655],"category_scores_gemma":[0.00028923343,0.00022482152,0.00006515667,0.000046993926,0.00039540077,0.0012779468,0.00081962725,0.000627563,0.00003520243],"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":[0.00008232631,0.000014460157,0.0003345918,0.00014053166,0.00018005601,0.000024057357,0.005214843,0.0000016127591,0.00009174702,0.817587,0.16988687,0.0064418605],"study_design_scores_gemma":[0.00038973935,0.000016882916,0.0008636049,0.00019928002,0.000057933576,0.000005580921,0.0001840343,0.00045852034,0.000025582925,0.056211125,0.941274,0.00031371196],"about_ca_topic_score_codex":0.001753265,"about_ca_topic_score_gemma":0.0015458285,"teacher_disagreement_score":0.77138716,"about_ca_system_score_codex":0.00009767334,"about_ca_system_score_gemma":0.00007692086,"threshold_uncertainty_score":0.9971449},"labels":[],"label_agreement":null},{"id":"W2974094066","doi":"10.4337/9781788978583","title":"Collaboration in Public Service Delivery","year":2019,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Lee Kuan Yew School of Public Policy, National University of Singapore; University of Toronto; National University of Singapore; University of Cambridge; Sveučilište u Zagrebu","keywords":"Service delivery framework; Service (business); Business; World Wide Web; Computer science; Marketing","score_opus":0.060739133337674875,"score_gpt":0.34593325234515726,"score_spread":0.28519411900748237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974094066","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":[0.00059719494,0.00008671907,0.000007440872,0.034184944,0.0011357606,0.00082759734,0.00011628578,0.00024113798,0.96280295],"genre_scores_gemma":[0.024558535,0.00003968991,0.000080874524,0.0033790187,0.0020166736,0.00006164389,0.0005066681,0.00007166834,0.96928525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522954,0.00063751295,0.0006116639,0.00068741577,0.0018062313,0.0010276465],"domain_scores_gemma":[0.99689287,0.00051125727,0.00037161392,0.0006049625,0.0011409504,0.00047835673],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003923675,0.00033886632,0.00046770685,0.0009723507,0.00057991425,0.009611778,0.0017594182,0.0012652304,0.000647779],"category_scores_gemma":[0.002229675,0.0003873207,0.00012285243,0.0006035587,0.00024224358,0.0038279206,0.00030529388,0.0015654247,0.0004991734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001580816,0.000033519118,0.00008341829,0.00008685434,0.000037348807,0.000019155392,0.0055218637,0.0000023492178,0.0000061460355,0.46450505,0.5223225,0.007366015],"study_design_scores_gemma":[0.00035577427,0.00002625325,0.000051196614,0.00012518532,0.000008153264,0.0000012983244,0.0012537395,0.000030234867,0.000005245021,0.012822152,0.98492754,0.0003932475],"about_ca_topic_score_codex":0.003637943,"about_ca_topic_score_gemma":0.06261725,"teacher_disagreement_score":0.46260506,"about_ca_system_score_codex":0.0015097114,"about_ca_system_score_gemma":0.021652015,"threshold_uncertainty_score":0.99985784},"labels":[],"label_agreement":null},{"id":"W2974402031","doi":"10.4337/9780857932815.00020","title":"What is the future of non-refoulement in international refugee law?","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Refugee; Law; Obligation; Supreme court; Political science; Jurisprudence; Refugee law; International law; Treaty; Customary international law; Public international law","score_opus":0.015260145388400542,"score_gpt":0.27902022364930845,"score_spread":0.2637600782609079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974402031","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":[0.00028562953,0.00020038203,0.000010847662,0.015388262,0.008703783,0.0004213426,0.000057349567,0.000026918668,0.9749055],"genre_scores_gemma":[0.053637464,0.00030940748,0.00010738108,0.0034888636,0.0042320266,0.000017052595,0.00014812354,0.000044819124,0.93801486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748486,0.000060433762,0.000483109,0.0003426098,0.0013817709,0.00024721414],"domain_scores_gemma":[0.99855953,0.00013910359,0.00047877696,0.00031948427,0.0004486265,0.000054499596],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001490371,0.00021183694,0.000256633,0.00017928926,0.00018390112,0.0014022186,0.0011845729,0.000437827,0.00074995385],"category_scores_gemma":[0.0000457736,0.00017038274,0.00019944456,0.00002491316,0.00018484585,0.0014777671,0.00019726538,0.00066693895,0.00008142792],"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":[0.000013708224,0.000008908804,0.000032305714,0.000012938173,0.00006561373,0.0000024170881,0.0061080484,0.0000021508074,0.0000052865184,0.96469414,0.013664834,0.0153896315],"study_design_scores_gemma":[0.00020757092,0.000015839078,0.000087073655,0.00032904185,0.00001386207,4.933584e-7,0.0009393822,0.000010599232,0.000037227062,0.04715644,0.95102805,0.0001744175],"about_ca_topic_score_codex":0.002343652,"about_ca_topic_score_gemma":0.014835951,"teacher_disagreement_score":0.9373632,"about_ca_system_score_codex":0.00042095373,"about_ca_system_score_gemma":0.00040753843,"threshold_uncertainty_score":0.99963444},"labels":[],"label_agreement":null},{"id":"W2979195560","doi":"10.4337/9781845425586.00015","title":"Succession Planning in Small Firms: Gender Impacts","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Entrepreneurship; Work (physics); Balance (ability); Succession planning; Small business; Business; Political science; Economic growth; Economy; Public relations; Economics; Marketing; Engineering; Finance; Psychology","score_opus":0.04587180382387611,"score_gpt":0.24590754755049357,"score_spread":0.20003574372661748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979195560","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":[0.0070237652,0.0020539567,0.0000100435755,0.00091732846,0.0012897465,0.0003648999,0.000007909929,0.00032330057,0.98800904],"genre_scores_gemma":[0.35538897,0.00039978448,0.00079011475,0.024727285,0.03336876,0.00011557712,0.0005532457,0.00081122265,0.583845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970654,0.0000117343525,0.0007545796,0.00083747995,0.0005426821,0.0007880915],"domain_scores_gemma":[0.9983955,0.00011116292,0.000707971,0.00051997456,0.0002135381,0.00005183687],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007953205,0.0006711864,0.00065654516,0.00082740874,0.00030144642,0.003458835,0.00089331926,0.0005832637,0.0004626181],"category_scores_gemma":[0.00032272228,0.0006032121,0.00023896954,0.00007989194,0.00010095459,0.0027474214,0.00083920633,0.0012136954,0.00023499035],"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":[0.000287641,0.00012615608,0.13054466,0.0022397793,0.0004771472,0.0007776344,0.0031506927,0.00074798946,0.000064517066,0.3072206,0.37243277,0.18193041],"study_design_scores_gemma":[0.0005664087,0.000011500304,0.005552214,0.0015127851,0.000079777084,0.000004365148,0.00017255545,0.00008601786,0.000005726895,0.01645315,0.97465205,0.00090346945],"about_ca_topic_score_codex":0.00084245513,"about_ca_topic_score_gemma":0.0011370742,"teacher_disagreement_score":0.6022193,"about_ca_system_score_codex":0.00015795938,"about_ca_system_score_gemma":0.000081466525,"threshold_uncertainty_score":0.99964195},"labels":[],"label_agreement":null},{"id":"W2981708187","doi":"10.4337/9781788113205.00035","title":"Conflicts in indigenous law: courts and federalism in the United States and common law nations","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","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":"Indigenous; Federalist; Political science; Sovereignty; Supreme court; Federalism; Law; Indigenous rights; Politics; Devolution (biology); Sovereign state; Public administration; Geography","score_opus":0.03507061778984882,"score_gpt":0.28436656985617953,"score_spread":0.2492959520663307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981708187","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":[0.057206456,0.0007989384,3.6623786e-7,0.00820401,0.00031578017,0.0012675746,0.000071858754,0.0000855203,0.9320495],"genre_scores_gemma":[0.8155298,0.0013617361,0.00007390555,0.0082772225,0.00048273258,0.00007741383,0.00035663872,0.00008372838,0.1737568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777853,0.00027752266,0.00039053755,0.00039766473,0.0006771308,0.00047860882],"domain_scores_gemma":[0.998244,0.0010236371,0.00023090612,0.0002008123,0.00018973183,0.00011094094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015293229,0.00032116583,0.00046460808,0.00022191263,0.0014218518,0.0028554203,0.00046814344,0.0005171159,0.0000141255205],"category_scores_gemma":[0.00019179768,0.0002477995,0.00005482059,0.000057856436,0.0009285421,0.00064183003,0.00022310043,0.0010315588,0.00000662594],"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":[0.0000058326814,0.000009598737,0.0003579928,0.00003339387,0.000037546342,0.000018280367,0.18397987,0.0000034764034,6.353876e-7,0.81384224,0.0011984085,0.0005127111],"study_design_scores_gemma":[0.00043118748,0.000028730643,0.0013816317,0.00021670798,0.000024633748,0.0000029339108,0.0053833737,0.0000063544535,0.0000012178625,0.037019666,0.9551446,0.0003589579],"about_ca_topic_score_codex":0.26867074,"about_ca_topic_score_gemma":0.52469134,"teacher_disagreement_score":0.9539462,"about_ca_system_score_codex":0.00029453434,"about_ca_system_score_gemma":0.000109768735,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W2990129761","doi":"10.4337/9781784714857.00033","title":"Diversity in death: a case study of a Muslim cemetery project in Quebec","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","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":"Diversity (politics); Religious diversity; Sociology; Focus (optics); Geography; Social science; Gender studies; Genealogy; Anthropology; History","score_opus":0.27637963603627874,"score_gpt":0.37264281346251177,"score_spread":0.09626317742623303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990129761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6817463,0.0000245679,0.0000016936763,0.00017298342,0.00062272523,0.0020065403,0.00003957928,0.00007383007,0.31531176],"genre_scores_gemma":[0.6180558,0.000004478138,0.000042580792,0.00036235384,0.00025102007,0.000017038124,0.00002059138,0.000039036782,0.38120708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964086,0.00042928656,0.0007706298,0.0007082452,0.0010689202,0.0006143425],"domain_scores_gemma":[0.99806815,0.00033357163,0.00050440925,0.00055329705,0.00040001134,0.00014053944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018483651,0.00040676305,0.0007087287,0.0008884392,0.00044255317,0.00058981945,0.0007775116,0.00066694076,0.00005716758],"category_scores_gemma":[0.00066440296,0.00040956432,0.00018272077,0.000076899756,0.00027354556,0.0011049414,0.00096053194,0.00092308014,0.00001065114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026571715,0.00017023558,0.024883932,0.00010199145,0.00011009257,0.0010994816,0.9515694,0.000008628913,0.0000022149118,0.01704853,0.003894868,0.0010841023],"study_design_scores_gemma":[0.004437719,0.00036118258,0.012219636,0.0008006615,0.00026710986,0.00007585804,0.6987759,0.00004820495,0.0000087152075,0.0011213312,0.27974978,0.0021339061],"about_ca_topic_score_codex":0.88689923,"about_ca_topic_score_gemma":0.9547832,"teacher_disagreement_score":0.27585492,"about_ca_system_score_codex":0.0027010571,"about_ca_system_score_gemma":0.0027050592,"threshold_uncertainty_score":0.9998356},"labels":[],"label_agreement":null},{"id":"W2990888567","doi":"10.4337/9781789904123","title":"Philanthropy in Education","year":2019,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","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 Ottawa","funders":"Office of International Science and Engineering; University of Toronto; UBS Optimus Foundation; European Commission; University of Oxford; University of Pretoria; York University; Swarthmore College; Government of the United Kingdom; Sheikh Saud bin Saqr Al Qasimi Foundation for Policy Research; World Bank Group; Middlesex University; Peking University; Georgetown University; UNICEF; University of the Western Cape; Procter and Gamble; Queen's University; United States Agency for International Development","keywords":"Political science","score_opus":0.018840477360976014,"score_gpt":0.278566347411334,"score_spread":0.259725870050358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990888567","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":[0.0003914378,0.0012721552,0.000022552602,0.0016833732,0.008818152,0.0007618192,0.000017415994,0.00025229715,0.9867808],"genre_scores_gemma":[0.0027634576,0.0002329407,0.00044334083,0.0011755022,0.0038434484,0.000068387184,0.00017349455,0.000090328176,0.9912091],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668086,0.00021524333,0.00056612515,0.00068626355,0.0011283894,0.0007231378],"domain_scores_gemma":[0.99841857,0.0001858208,0.00036609446,0.00051525794,0.00026105516,0.00025320024],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017305043,0.0003792651,0.00052575517,0.0006150899,0.00034089488,0.0017658476,0.0010573594,0.0010143782,0.00045525943],"category_scores_gemma":[0.0004953724,0.0004149257,0.00021460914,0.00012156931,0.00024161185,0.00094588136,0.00019865086,0.0011959889,0.00047045137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009293232,0.00003782837,0.00015612636,0.00005761332,0.00003081264,0.0000102269,0.030922104,6.447935e-7,8.3949664e-7,0.022183422,0.9109437,0.035647396],"study_design_scores_gemma":[0.00020763872,0.000017571705,0.00037654207,0.00041055906,0.000018155837,0.0000017142859,0.0032617853,0.0000012646427,0.0000031986779,0.014786551,0.9804093,0.00050570956],"about_ca_topic_score_codex":0.005835004,"about_ca_topic_score_gemma":0.007066661,"teacher_disagreement_score":0.069465615,"about_ca_system_score_codex":0.001862145,"about_ca_system_score_gemma":0.013458468,"threshold_uncertainty_score":0.99983025},"labels":[],"label_agreement":null},{"id":"W2995937859","doi":"10.4337/9781788974806.00009","title":"Negotiating and implementing EU free trade agreements in an uncertain environment","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Negotiation; International trade; Treaty; Free trade; Treaty of Lisbon; Investment (military); Political science; Member states; Business; International economics; European union; Economics; Law","score_opus":0.06458251042879158,"score_gpt":0.21127486487942496,"score_spread":0.1466923544506334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995937859","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":[0.012131947,0.0014578212,0.000072491755,0.00074038847,0.00092384324,0.00070903794,0.00076855824,0.00006980996,0.9831261],"genre_scores_gemma":[0.5026651,0.0015556329,0.009667655,0.0063253674,0.003469851,0.00015709318,0.0021240483,0.0011248683,0.47291037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653584,0.000018710214,0.0013602644,0.0011479142,0.00011357032,0.00082369335],"domain_scores_gemma":[0.99786144,0.00007036405,0.0009343996,0.0009025192,0.000009729826,0.00022152167],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012401192,0.000537651,0.0008921028,0.00047187958,0.00015884172,0.0016547622,0.00084522995,0.0005418647,0.00038658312],"category_scores_gemma":[0.00007384481,0.0007136053,0.00016071353,0.000020937781,0.0000705222,0.0012524439,0.0005726151,0.0008511822,0.00017963526],"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":[0.000018435965,0.000041777,0.017568436,0.0001494847,0.00020022114,0.000026758462,0.0014559353,0.0003242866,0.0000069671983,0.96387404,0.0066374163,0.0096962545],"study_design_scores_gemma":[0.0015712345,0.00013531058,0.003685971,0.00014007307,0.000025961495,0.000008312225,0.00024860262,0.0018292988,0.0000047265607,0.093365595,0.89783454,0.0011503551],"about_ca_topic_score_codex":0.00063369924,"about_ca_topic_score_gemma":0.0002984522,"teacher_disagreement_score":0.89119714,"about_ca_system_score_codex":0.00048170504,"about_ca_system_score_gemma":0.000055878616,"threshold_uncertainty_score":0.9995315},"labels":[],"label_agreement":null},{"id":"W2996314101","doi":"10.4337/9781786433862.00037","title":"Democratic innovations in North America","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Democratic governance; Corporate governance; State (computer science); Political science; Politics; Publics; Public administration; Political economy; Sociology; Economics; Management","score_opus":0.03245628920356366,"score_gpt":0.27585641140948963,"score_spread":0.24340012220592597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996314101","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":[0.0018384494,0.00007459877,0.000022754117,0.0022321355,0.0027838491,0.00053995557,0.000058876205,0.00017238829,0.99227697],"genre_scores_gemma":[0.028820038,0.0000500486,0.00031677194,0.0027720085,0.0029917606,0.00003071402,0.00019176403,0.000098790595,0.9647281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997484,0.00010810894,0.0005232569,0.0003972095,0.00084381853,0.00064360426],"domain_scores_gemma":[0.99817103,0.0005637479,0.00034405853,0.00038913058,0.00032198115,0.0002100596],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004074434,0.00029709376,0.00048690592,0.00046643798,0.00035854842,0.00086556334,0.00074036716,0.0006724517,0.00033536222],"category_scores_gemma":[0.0015199529,0.0003367335,0.00014236044,0.00016790409,0.00043176615,0.00052843796,0.00012408133,0.0012481192,0.000353802],"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":[0.000005285362,0.000015380087,0.0033822937,0.00005083038,0.00006430941,0.000026007096,0.03740851,0.0000024721037,0.0000013822813,0.8371121,0.08931543,0.032615975],"study_design_scores_gemma":[0.00014921109,0.000019616891,0.00022972464,0.000094231094,0.0000261785,4.0665043e-7,0.0015194016,0.000002798299,9.86336e-7,0.047206838,0.95038193,0.00036865956],"about_ca_topic_score_codex":0.0031712593,"about_ca_topic_score_gemma":0.020490786,"teacher_disagreement_score":0.8610665,"about_ca_system_score_codex":0.00046895875,"about_ca_system_score_gemma":0.0022571646,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W2996430010","doi":"10.4337/9781788974967.00007","title":"Text oriented discourse analysis: an analysis of a struggle for hegemony in Mexico","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural and political discourse analysis","field":"Social Sciences","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":"Hegemony; Discourse analysis; Critical discourse analysis; Politics; Sociology; Political science; Law; Linguistics; Philosophy","score_opus":0.03395108997445347,"score_gpt":0.32852135695115564,"score_spread":0.2945702669767022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996430010","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":[0.014631686,0.00025651575,0.0007451948,0.0016807145,0.00042967522,0.0009652462,0.0016300328,0.00013003267,0.97953093],"genre_scores_gemma":[0.454328,0.000024340328,0.0002477727,0.00030415863,0.0004927898,0.000036150726,0.002334788,0.000057280908,0.5421747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957605,0.00020288036,0.001029668,0.0009524513,0.0012351706,0.0008193247],"domain_scores_gemma":[0.99693877,0.00040290892,0.0006956805,0.00086858054,0.00064163934,0.00045239797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016231171,0.0004943746,0.0018814338,0.0023957575,0.00028351552,0.0008765715,0.0010584047,0.00074929296,0.0009928932],"category_scores_gemma":[0.00049397274,0.0004295341,0.0020904448,0.0009518449,0.0005096624,0.001090388,0.00014897996,0.0005851529,0.00002285622],"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":[0.000069783564,0.000099299075,0.0031565249,0.000050550385,0.0119045675,0.0000078384,0.011618049,0.0006413783,0.0000103118355,0.9654225,0.0026888298,0.004330384],"study_design_scores_gemma":[0.0018303926,0.0004010515,0.006811324,0.0005178276,0.10487858,6.182293e-7,0.035686143,0.01224281,0.000058096517,0.058026955,0.77590483,0.0036413427],"about_ca_topic_score_codex":0.011434636,"about_ca_topic_score_gemma":0.14024651,"teacher_disagreement_score":0.90739554,"about_ca_system_score_codex":0.0003303241,"about_ca_system_score_gemma":0.0006182234,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2996720127","doi":"10.4337/9781788118712.00007","title":"Introduction: programs, policies and practices: fostering high-growth womens entrepreneurship","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Government of Canada","keywords":"Entrepreneurship; Political science; Economic growth; Public relations; Women entrepreneurs; Economics","score_opus":0.039236970777916755,"score_gpt":0.23760767656052717,"score_spread":0.1983707057826104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996720127","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":[0.0095256595,0.0009641172,0.0000050840263,0.017890288,0.0041987174,0.00097104034,0.000014994449,0.00071091513,0.96571916],"genre_scores_gemma":[0.1142833,0.00061043276,0.00040917227,0.0094997715,0.06146001,0.00015716405,0.0005188209,0.0005805825,0.81248075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964963,0.000021098484,0.0006749899,0.0012812831,0.0007638191,0.0007624951],"domain_scores_gemma":[0.99663705,0.00015336773,0.0018182249,0.000781773,0.0005496819,0.000059915492],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007656283,0.00076582836,0.00077025115,0.0005481701,0.00044388097,0.007989057,0.0007393485,0.00043829688,0.0003123191],"category_scores_gemma":[0.0008036595,0.00071410876,0.00018895711,0.00009139818,0.00026851214,0.0042522834,0.0018624295,0.0009807277,0.00029923744],"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":[0.0001429485,0.000058456808,0.016538596,0.0021043075,0.00068208016,0.000054477772,0.00090499123,0.000007761405,0.0000514554,0.7676849,0.13482355,0.07694647],"study_design_scores_gemma":[0.0004062084,0.000050320683,0.0007536927,0.0004177882,0.0002509172,0.000019192268,0.00031630672,0.0000056402187,0.000014567713,0.021805683,0.9751177,0.00084197934],"about_ca_topic_score_codex":0.0010971959,"about_ca_topic_score_gemma":0.00032993176,"teacher_disagreement_score":0.8402941,"about_ca_system_score_codex":0.00010082342,"about_ca_system_score_gemma":0.00008127117,"threshold_uncertainty_score":0.99953103},"labels":[],"label_agreement":null},{"id":"W2999614738","doi":"10.4337/9781789900934.00015","title":"Case 2: Pelham property fraud","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","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":"Misconduct; White-collar crime; Audit; Forensic accounting; Business; Property crime; Criminology; Property (philosophy); Psychology; Accounting; Public relations; Political science; Law; Violent crime","score_opus":0.034417881475047436,"score_gpt":0.22670342219410577,"score_spread":0.19228554071905835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999614738","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":[0.000020363039,0.00029497247,0.004009237,0.00074000575,0.0024677352,0.00066546357,0.000022829268,0.0006441269,0.99113524],"genre_scores_gemma":[0.0049197376,0.000021676844,0.0019056677,0.0018054214,0.0008741689,0.000024347204,0.000029018216,0.00010479551,0.99031514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965032,0.000040617728,0.0006526312,0.0011711733,0.00092760945,0.0007047893],"domain_scores_gemma":[0.99703604,0.00015400474,0.00034729415,0.0018846353,0.00034731562,0.00023068243],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007300244,0.0007079857,0.00072644453,0.0003197742,0.00045774132,0.0032195468,0.0020471094,0.00055964274,0.0002688822],"category_scores_gemma":[0.0001221142,0.00051476224,0.0003827382,0.000042731284,0.00012715049,0.0017619653,0.0021258537,0.0012717466,0.0009266344],"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":[0.000006607036,0.000012149083,0.0000063245684,0.00009822458,0.00021790812,0.0014948187,0.0011631047,0.0000034233599,0.000005209227,0.6412368,0.27236596,0.08338946],"study_design_scores_gemma":[0.0003433608,0.000103125196,0.000004472347,0.0001756521,0.000045696703,0.0008109206,0.000021274274,0.00019320703,0.000036271595,0.0078264205,0.98962975,0.0008098405],"about_ca_topic_score_codex":0.00051962165,"about_ca_topic_score_gemma":0.000286664,"teacher_disagreement_score":0.7172638,"about_ca_system_score_codex":0.0002001186,"about_ca_system_score_gemma":0.0004431248,"threshold_uncertainty_score":0.9998513},"labels":[],"label_agreement":null},{"id":"W3005153907","doi":"10.4337/9781789900859.00015","title":"Federal finance arrangements in Canada: the challenges of fiscal imbalance and natural resource rents","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic rent; Natural resource; Economics; Fiscal federalism; Resource (disambiguation); Natural resource economics; Economic policy; Public economics; Political science; Market economy; Decentralization; Law","score_opus":0.02168200271287394,"score_gpt":0.2258094068564345,"score_spread":0.20412740414356056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005153907","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":[0.0016519695,0.0051173647,4.079294e-7,0.049343288,0.00058314746,0.000377541,0.00027106583,0.00002045515,0.94263476],"genre_scores_gemma":[0.6665335,0.00070469937,0.000027065767,0.0051199757,0.0011133502,0.000018326484,0.000012865679,0.000053914322,0.32641628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979168,0.00009228245,0.00035180897,0.00042500938,0.00077439717,0.0004397066],"domain_scores_gemma":[0.99895704,0.00019550603,0.0003730969,0.00027710592,0.000049314833,0.00014791856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047477015,0.00024701437,0.00039874282,0.00006016236,0.00027845078,0.0002879069,0.00076099625,0.00021318697,0.000014494594],"category_scores_gemma":[0.00041885176,0.00022571585,0.00007402511,0.00003604445,0.0003044476,0.00025581283,0.00016843648,0.0009025693,0.0000017077681],"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":[0.000053076466,0.0000045757324,0.0005972759,0.000107427106,0.00006846975,0.00007407634,0.011158726,0.0000024353235,0.0000015974796,0.61142683,0.3405597,0.03594579],"study_design_scores_gemma":[0.00023259649,0.000012222941,0.0077916156,0.00033420656,0.0000087484905,0.0000015919609,0.00035193833,0.000007713953,0.0000030235701,0.0072151227,0.983795,0.00024623753],"about_ca_topic_score_codex":0.90765214,"about_ca_topic_score_gemma":0.9959644,"teacher_disagreement_score":0.6648815,"about_ca_system_score_codex":0.0006419972,"about_ca_system_score_gemma":0.0015319483,"threshold_uncertainty_score":0.9204425},"labels":[],"label_agreement":null},{"id":"W300803523","doi":"10.4337/9781783474592.00035","title":"A case study of aid effectiveness in Bangladesh: development with governance challenges","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Development and Aid","field":"Social Sciences","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":"Simon Fraser University","funders":"","keywords":"Aid effectiveness; Corporate governance; Business; Development aid; Environmental planning; Economic growth; Geography; Economics; Developing country; Finance","score_opus":0.07058927570904798,"score_gpt":0.2874614470518305,"score_spread":0.21687217134278253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W300803523","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":[0.044206887,0.00041082437,0.000005433329,0.0001836191,0.0005503002,0.0009422139,0.0000091759275,0.0000704131,0.95362115],"genre_scores_gemma":[0.84276956,0.000030308902,0.00032433032,0.000023770432,0.00029698765,0.00009238897,0.000013366354,0.00006465791,0.15638462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692565,0.00018040284,0.00047733297,0.0005346907,0.001523039,0.0003588957],"domain_scores_gemma":[0.99830437,0.0002545778,0.00044900653,0.00024079382,0.0006104104,0.00014081522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002694387,0.00034610878,0.0005318926,0.00026296952,0.0001963963,0.00031560002,0.00061101624,0.00032570574,0.00006310791],"category_scores_gemma":[0.00021628517,0.00031692945,0.000054352364,0.000050299353,0.00015176868,0.00060154404,0.0001985155,0.0005781704,0.0000135597775],"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":[0.00035193472,0.0003600639,0.0018738253,0.00030914304,0.00060332526,0.0071058264,0.21527982,0.000017631273,0.0000016911321,0.6958498,0.0019206404,0.07632631],"study_design_scores_gemma":[0.0038762335,0.00052622915,0.0027615265,0.0026899052,0.00007174559,0.00018801172,0.017716689,0.0000023581265,0.0000427315,0.011597765,0.9590656,0.0014611826],"about_ca_topic_score_codex":0.00273871,"about_ca_topic_score_gemma":0.055847637,"teacher_disagreement_score":0.957145,"about_ca_system_score_codex":0.0008429129,"about_ca_system_score_gemma":0.0015402704,"threshold_uncertainty_score":0.9999283},"labels":[],"label_agreement":null},{"id":"W3013008927","doi":"10.4337/9781788114523.00023","title":"A longitudinal project of new venture teamwork and outcomes","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Team Dynamics and Performance","field":"Psychology","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":"Engineering Link (Canada)","funders":"Vetenskapsrådet","keywords":"Teamwork; New Ventures; Knowledge management; Venture capital; Social capital; Social venture capital; Value (mathematics); Work (physics); Qualitative property; Business; Qualitative research; Marketing; Entrepreneurship; Management; Engineering; Sociology; Economics; Computer science","score_opus":0.04177399958243884,"score_gpt":0.2919559705389221,"score_spread":0.25018197095648326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013008927","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":[0.001648645,0.0011029869,0.00009428179,0.0011145879,0.0021150582,0.00054838276,0.00016289005,0.00017770349,0.99303544],"genre_scores_gemma":[0.05081124,0.000034201144,0.0009109703,0.00069807156,0.0014376638,0.000020255364,0.00011760795,0.00018599014,0.945784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979458,0.000026942642,0.0005495073,0.00069320365,0.00041848465,0.00036609705],"domain_scores_gemma":[0.99847984,0.00010150214,0.0005037743,0.00062048086,0.0000894967,0.0002048922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029740928,0.0004927994,0.0007941715,0.00026078965,0.00008905586,0.00039867673,0.0005779207,0.0007254126,0.00033074006],"category_scores_gemma":[0.00008031414,0.00044490042,0.00025826544,0.000036530364,0.00013288643,0.00022902188,0.00029222865,0.0013989488,0.00005045932],"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":[0.00022420507,0.00003114424,0.011506945,0.000330793,0.0010770925,0.000160944,0.008430215,9.062744e-7,0.0000039254796,0.52725625,0.34512195,0.10585562],"study_design_scores_gemma":[0.00077824213,0.00022492454,0.007736144,0.0003210213,0.0001657137,0.0000630462,0.00009400265,0.000013139631,0.0000015562493,0.012281465,0.97772837,0.00059235276],"about_ca_topic_score_codex":0.00046828802,"about_ca_topic_score_gemma":0.00014706794,"teacher_disagreement_score":0.63260645,"about_ca_system_score_codex":0.000050936866,"about_ca_system_score_gemma":0.00028234054,"threshold_uncertainty_score":0.99980026},"labels":[],"label_agreement":null},{"id":"W3029258027","doi":"10.4337/9781839105999.00010","title":"Investigation of corporate scandals","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","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":"White-collar crime; Audit; Accounting; White (mutation); Business; Economic history; Law; Political science; History","score_opus":0.08526531119174852,"score_gpt":0.256564732983635,"score_spread":0.1712994217918865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029258027","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":[0.0010725383,0.00025581077,0.0000487965,0.0018602697,0.0011828085,0.0003597863,0.00017222654,0.00018960073,0.99485815],"genre_scores_gemma":[0.107443154,0.00009404736,0.00030639092,0.001135592,0.0024465034,0.000013342665,0.00008886936,0.000101796104,0.88837034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740195,0.00010187246,0.00051762705,0.00048263595,0.0011595801,0.00033634464],"domain_scores_gemma":[0.99728775,0.00023217004,0.0014786348,0.0003404096,0.00036635235,0.0002946945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010003088,0.00031370908,0.0005705588,0.00015217524,0.0003249782,0.0008442728,0.0006953241,0.0005804149,0.00022902696],"category_scores_gemma":[0.00077124214,0.00034613963,0.00021489596,0.0000563098,0.00079650007,0.0009245724,0.000143362,0.0007392705,0.000041875475],"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":[0.000024819698,0.0000027164856,0.00017717034,0.00009385127,0.000081476974,0.000012608078,0.012848711,9.87432e-7,0.00015391891,0.8377034,0.13906418,0.009836134],"study_design_scores_gemma":[0.00017121037,0.00004037647,0.00008926888,0.00029340843,0.000051034316,8.208996e-7,0.00030961988,0.0000029893306,0.0005424305,0.13858381,0.8595434,0.00037166558],"about_ca_topic_score_codex":0.0045557246,"about_ca_topic_score_gemma":0.0032824888,"teacher_disagreement_score":0.7204792,"about_ca_system_score_codex":0.00024193013,"about_ca_system_score_gemma":0.0013617505,"threshold_uncertainty_score":0.9998991},"labels":[],"label_agreement":null},{"id":"W3029780897","doi":"10.4337/9781789907117.00021","title":"ANALYSIS OF SELECTED UNITIZATION LEGISLATIONS","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","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; Legislature; Jurisdiction; Business; Political science; Law","score_opus":0.03635872164632815,"score_gpt":0.19850535779329814,"score_spread":0.16214663614697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029780897","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":[0.00052612973,0.00055119913,0.0010375857,0.00062543043,0.00045220254,0.00022477457,0.0006301945,0.000096497475,0.995856],"genre_scores_gemma":[0.20432891,0.000116551426,0.001244564,0.0007278829,0.00045823405,0.000017611137,0.0026836675,0.0001475192,0.79027504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783134,0.000008473295,0.0012033104,0.00060523656,0.000095642055,0.00025599496],"domain_scores_gemma":[0.9979326,0.000083982086,0.0012528005,0.00039887105,0.00018119886,0.00015052974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040318238,0.0003078781,0.001035801,0.0013218148,0.00010803721,0.000513119,0.00048691948,0.00044371345,0.0012166385],"category_scores_gemma":[0.00031921384,0.00038152974,0.0003780304,0.00027995574,0.000058270012,0.00037863493,0.0001587706,0.00053577474,0.00017585639],"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":[0.000014101381,0.000009369256,0.002451371,0.000048933165,0.003148278,0.0000037195523,0.00085544755,0.00022658336,0.0000027663214,0.97440207,0.0142395925,0.0045977538],"study_design_scores_gemma":[0.00022968842,0.000026907353,0.0027060474,0.00004130562,0.00028778007,7.695425e-7,0.0000153605,0.0027871982,0.000008832264,0.032677814,0.9607179,0.00050039],"about_ca_topic_score_codex":0.00016393917,"about_ca_topic_score_gemma":0.00015363022,"teacher_disagreement_score":0.9464783,"about_ca_system_score_codex":0.00023480726,"about_ca_system_score_gemma":0.00011713142,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W3035655284","doi":"10.4337/9781788111997.00024","title":"Party identification: resilience under strain","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Political science; Resilience (materials science); Political economy; Psychological resilience; Face (sociological concept); Law and economics; Sociology; Social psychology; Psychology; Social science","score_opus":0.042498127474079266,"score_gpt":0.2803030079471513,"score_spread":0.23780488047307202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035655284","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":[0.000016993768,0.00022884854,0.00046451294,0.010411333,0.0014955158,0.00038492106,0.0002601853,0.00027858632,0.9864591],"genre_scores_gemma":[0.037278857,0.00002264332,0.00009185923,0.002052278,0.0032979946,0.000021580952,0.00004042282,0.00006175833,0.9571326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964222,0.00012810735,0.0006188523,0.0007460999,0.0014631952,0.00062154524],"domain_scores_gemma":[0.9979279,0.00023628603,0.00048737435,0.0005349652,0.00023871336,0.0005747278],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013636642,0.00032022438,0.00043123364,0.00006903547,0.00063041976,0.0025709176,0.0011905779,0.00065777806,0.00044968704],"category_scores_gemma":[0.0010908147,0.00032756626,0.00022721784,0.00004683147,0.00058914215,0.00084347365,0.00018072227,0.0009131761,0.0004993837],"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":[0.00000328426,0.0000036823508,0.000006467686,0.000026890744,0.000026707283,0.0000152718,0.0010391442,8.9475054e-7,0.0000149000625,0.91493577,0.07924395,0.0046830517],"study_design_scores_gemma":[0.000081198945,0.000011884764,0.00017195246,0.00013548991,0.000020648575,0.0000013579106,0.00012186252,0.0000029071134,0.000008496703,0.17851904,0.8206053,0.000319882],"about_ca_topic_score_codex":0.0043699197,"about_ca_topic_score_gemma":0.0033566738,"teacher_disagreement_score":0.7413613,"about_ca_system_score_codex":0.0003967235,"about_ca_system_score_gemma":0.00093327434,"threshold_uncertainty_score":0.9999176},"labels":[],"label_agreement":null},{"id":"W3037156107","doi":"10.4337/9781788977821.00016","title":"Keep calm and carry on: lessons from the jurisprudence on fair and equitable treatment and intellectual property rights","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Intellectual property; Expansive; Political science; Law and economics; Context (archaeology); Jurisprudence; Scope (computer science); Liability; Standard of review; Law; Settlement (finance); Business; Economics; Judicial review; Finance","score_opus":0.04345475612023227,"score_gpt":0.23248467459460923,"score_spread":0.18902991847437695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037156107","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":[0.0021534679,0.00026376735,0.000018210329,0.011809183,0.0005735686,0.00052190473,0.000052707488,0.000121283876,0.9844859],"genre_scores_gemma":[0.40915012,0.00018125314,0.00015444489,0.08257414,0.0070617017,0.00011478063,0.0004790062,0.00018478431,0.5000998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984014,0.000016384927,0.0002857108,0.0006534865,0.00039697104,0.0002460367],"domain_scores_gemma":[0.9991128,0.00026862186,0.00020335235,0.00024584084,0.0001171736,0.00005220168],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00020127867,0.00042771135,0.0003329828,0.00012680926,0.0005489997,0.003387319,0.0002863964,0.0002008659,0.00018457917],"category_scores_gemma":[0.00014755595,0.0002415982,0.00007224272,0.00002254579,0.00021273582,0.0009066301,0.00034360093,0.00048113777,0.000093509],"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":[0.00009668092,0.000020467125,0.000018694125,0.00003312478,0.00016164979,0.000021286718,0.0005201153,0.0000011086431,0.000020241101,0.92711943,0.064324245,0.007662929],"study_design_scores_gemma":[0.00047489008,0.00010589434,0.00005123808,0.0002683152,0.00009550238,0.0000032793978,0.000051246116,0.00046293336,0.00005113724,0.04954833,0.9485502,0.0003369806],"about_ca_topic_score_codex":0.0017686955,"about_ca_topic_score_gemma":0.000799334,"teacher_disagreement_score":0.884226,"about_ca_system_score_codex":0.00008750264,"about_ca_system_score_gemma":0.000055943383,"threshold_uncertainty_score":0.9976473},"labels":[],"label_agreement":null},{"id":"W3037205823","doi":"10.4337/9781788119306.00024","title":"Regendering the federal bargain in Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","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":"Federalism; Negotiation; Cooperative federalism; Political science; Public administration; Dual federalism; New Federalism; Law; Politics","score_opus":0.04265021955499333,"score_gpt":0.25287739174888,"score_spread":0.2102271721938867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037205823","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":[0.000119021715,0.00014898527,0.000022830134,0.011817293,0.0013182639,0.0003326119,0.00001968339,0.00005362788,0.98616767],"genre_scores_gemma":[0.46460828,0.000024777142,0.000054464042,0.0025450585,0.0018091034,0.00001663797,0.000036077956,0.00006770832,0.5308379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767256,0.00012470511,0.0003600109,0.0003984494,0.0009382864,0.0005059628],"domain_scores_gemma":[0.999014,0.0001740962,0.00018567806,0.00028734587,0.0000992036,0.00023965591],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000721176,0.0002271926,0.00026179224,0.00008391958,0.0005725105,0.0013923409,0.0007310206,0.000247256,0.00012006328],"category_scores_gemma":[0.00031234842,0.00019500911,0.00010296987,0.00003310009,0.00012341066,0.0002428168,0.00019162602,0.0009730659,0.000014135498],"study_design_candidate":"not_applicable","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":[0.0000047138396,0.000002041007,0.00023438189,0.000026282549,0.00005677918,0.00008981666,0.012771957,0.00004149703,0.0000033751874,0.8971827,0.08203674,0.0075497166],"study_design_scores_gemma":[0.00013925979,0.000005755945,0.00022778408,0.000058776022,0.000012964828,0.0000020507912,0.0049693207,0.000045970053,0.0000104259225,0.067668125,0.9265508,0.0003087864],"about_ca_topic_score_codex":0.93837017,"about_ca_topic_score_gemma":0.9871172,"teacher_disagreement_score":0.844514,"about_ca_system_score_codex":0.0012109245,"about_ca_system_score_gemma":0.005728786,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W3037304724","doi":"10.4337/9781789902952","title":"The Legitimacy of Standardisation as a Regulatory Technique","year":2020,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"European and International Contract Law","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Legitimacy; Business; Political science; Law","score_opus":0.02070826980099904,"score_gpt":0.28145457665041124,"score_spread":0.2607463068494122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037304724","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":[0.000020522595,0.00021467885,0.00020539307,0.002420371,0.0007838689,0.0006542853,0.000052454106,0.00018528914,0.99546313],"genre_scores_gemma":[0.0115154935,0.00006755682,0.00015347126,0.0008657692,0.002086256,0.000039616527,0.00005465572,0.00006838707,0.9851488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971423,0.00034266303,0.00048544537,0.0003187204,0.0014257379,0.00028511373],"domain_scores_gemma":[0.99782556,0.00046105174,0.00056430156,0.00035487168,0.00063645275,0.00015777466],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025698051,0.00020652494,0.00028344372,0.000100363955,0.00061288243,0.001570251,0.0011831844,0.00030343304,0.00012350254],"category_scores_gemma":[0.0024607787,0.00017406317,0.00024107134,0.000051411847,0.0006365956,0.00066787924,0.00017169709,0.0008287511,0.000049413575],"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":[0.000025503707,0.0000035810092,0.0000018385155,0.000016562259,0.000052298485,0.000006311801,0.0013609134,3.5323728e-7,0.00003342899,0.7714868,0.22005227,0.0069601424],"study_design_scores_gemma":[0.00010880901,0.000039994236,0.000014756648,0.0001745009,0.000023355627,0.0000010403261,0.00012808053,0.0000020304988,0.00017465082,0.04732172,0.95183593,0.00017516267],"about_ca_topic_score_codex":0.00023161917,"about_ca_topic_score_gemma":0.0002514066,"teacher_disagreement_score":0.7317836,"about_ca_system_score_codex":0.00048679597,"about_ca_system_score_gemma":0.0028388882,"threshold_uncertainty_score":0.99946624},"labels":[],"label_agreement":null},{"id":"W3037768598","doi":"10.4337/9781788119306.00019","title":"Federalism, courts and LGBTQ policy in Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Federalism; Jurisdiction; Cooperative federalism; Political science; Consistency (knowledge bases); Politics; Public administration; State (computer science); Legislation; Political economy; Law and economics; Law; Economics","score_opus":0.01592609972960137,"score_gpt":0.2100924962862133,"score_spread":0.19416639655661191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037768598","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":[0.00010660411,0.00047414718,9.472175e-7,0.014204781,0.00094214745,0.00022352065,0.00011792403,0.0000605608,0.9838694],"genre_scores_gemma":[0.011276484,0.00019157541,0.000028889966,0.005783861,0.0022486055,0.000008964848,0.000035699126,0.0000708142,0.9803551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796593,0.00006246391,0.00032186852,0.00045110434,0.00073784887,0.00046076044],"domain_scores_gemma":[0.9988284,0.00009107531,0.00018399458,0.00021215393,0.00008206859,0.0006023141],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040268578,0.00022769444,0.00039510184,0.0006619829,0.0007940469,0.003987846,0.00048993086,0.00037071048,0.0003288534],"category_scores_gemma":[0.00043059257,0.00033018936,0.00007831088,0.00003950643,0.00037634873,0.00048623348,0.00013422238,0.0009077098,0.000022058643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00000462669,0.000001217899,0.000030427278,0.00003703143,0.000022791935,0.0001896526,0.005135913,4.885083e-7,4.0766474e-7,0.58002144,0.4000727,0.014483284],"study_design_scores_gemma":[0.0001379791,0.000006221156,0.00011292043,0.000092069924,0.000013326386,0.0000027467615,0.00029060798,0.0000014903321,1.6212468e-7,0.018564478,0.9804492,0.00032881458],"about_ca_topic_score_codex":0.9997265,"about_ca_topic_score_gemma":0.9999881,"teacher_disagreement_score":0.5803765,"about_ca_system_score_codex":0.0066746823,"about_ca_system_score_gemma":0.029983474,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W3043859218","doi":"10.4337/9781786439550.00022","title":"Is macro in crisis?","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","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":"Mainstream; Convention; Positive economics; Sociology; Political science; Epistemology; Economics; Social science; Law","score_opus":0.04753943832820864,"score_gpt":0.21639805409285762,"score_spread":0.16885861576464897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043859218","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":[0.00012229565,0.001011289,0.0002634882,0.0047017406,0.0017306888,0.00029086886,0.00086342194,0.00014414998,0.9908721],"genre_scores_gemma":[0.12259439,0.00015940597,0.00058143405,0.012390023,0.0016041336,0.000046842688,0.00019524417,0.00021816864,0.86221033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725837,0.000012019783,0.0012276547,0.0010109644,0.000057366153,0.0004336109],"domain_scores_gemma":[0.9983121,0.00006209749,0.0006421483,0.0007251805,0.000037847338,0.00022062092],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007832794,0.00044943317,0.0009230069,0.0005951359,0.00015576296,0.0010603935,0.00087778707,0.00071798207,0.002963811],"category_scores_gemma":[0.00019124632,0.00059977424,0.00038515002,0.000042184656,0.00012790874,0.0012921043,0.00029738745,0.0013649131,0.0043345606],"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":[0.000011909759,0.00000890469,0.000094003524,0.00004035301,0.00007834345,0.00002455293,0.00070333504,0.000004284971,4.995734e-7,0.8997164,0.09856466,0.00075278914],"study_design_scores_gemma":[0.00023659687,0.000017598355,0.000027035243,0.000049973336,0.0000064883016,0.000004125613,0.0000240508,0.0000278527,0.00000797332,0.43646064,0.5627691,0.00036857865],"about_ca_topic_score_codex":0.00019186361,"about_ca_topic_score_gemma":0.000120385484,"teacher_disagreement_score":0.46420443,"about_ca_system_score_codex":0.00035447846,"about_ca_system_score_gemma":0.000121064346,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W3044015735","doi":"10.4337/9781785368486.00019","title":"Developments in other regions","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Intellectual property; Convention; Indigenous; China; Geography; Political science; Sri lanka; Convention on Biological Diversity; Traditional knowledge; Economy; Law; Environmental planning; Biodiversity","score_opus":0.022372011999009418,"score_gpt":0.22025034341181565,"score_spread":0.19787833141280622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044015735","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":[0.000075849464,0.000021068274,0.000030499888,0.0012509031,0.00042189148,0.0002808165,0.00002632993,0.00013684305,0.9977558],"genre_scores_gemma":[0.020583404,0.0000039260567,0.0023911833,0.003455858,0.00033471113,0.00002248152,0.00006315861,0.00013404302,0.97301126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976689,0.000028647299,0.00044145022,0.0006707285,0.000850026,0.00034020634],"domain_scores_gemma":[0.99919814,0.00007298949,0.0002004798,0.0003405664,0.000023204051,0.00016464398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030608362,0.0003634008,0.00032440113,0.000121630736,0.000086431784,0.00053341786,0.00094496005,0.0003958641,0.0033675383],"category_scores_gemma":[0.00015212935,0.00038818017,0.00011197137,0.000032713113,0.00016716165,0.0005754867,0.0007672401,0.0008587348,0.0032764159],"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":[0.00002845761,0.000021030772,0.0012908323,0.000024352861,0.00008411216,0.00020907255,0.0013034672,0.000019543822,0.00006064101,0.7984567,0.1853871,0.013114646],"study_design_scores_gemma":[0.00019331842,0.000015257081,0.0007545781,0.00015671068,0.000009354515,0.000008498966,0.000008876384,0.000012441235,0.000052436553,0.051752605,0.9466267,0.00040921688],"about_ca_topic_score_codex":0.0008545437,"about_ca_topic_score_gemma":0.0013768997,"teacher_disagreement_score":0.7612396,"about_ca_system_score_codex":0.00063325395,"about_ca_system_score_gemma":0.00006477959,"threshold_uncertainty_score":0.999857},"labels":[],"label_agreement":null},{"id":"W3044661733","doi":"10.4337/9781786439550.00011","title":"Understanding credit-money: Lavoie and Seccareccia’s contribution to monetary theory","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"Economics; Keynesian economics; Money supply; Neutrality; Endogenous money; Quantity theory of money; Monetary economics; Classical dichotomy; Monetarism; Position (finance); Neoclassical economics; Monetary policy; Velocity of money; Law","score_opus":0.07129627004663454,"score_gpt":0.21763659644157266,"score_spread":0.1463403263949381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044661733","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":[0.0005506614,0.001758816,0.0049022,0.003245544,0.001864812,0.00061071326,0.0017231123,0.0002514491,0.9850927],"genre_scores_gemma":[0.5393144,0.00024594113,0.0004957667,0.010693422,0.0055452627,0.000058871254,0.00070599816,0.0004127306,0.4425276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972664,0.000048131773,0.000997629,0.0010641059,0.000061957195,0.00056174747],"domain_scores_gemma":[0.99780595,0.00034815268,0.00068184827,0.000585699,0.00005288777,0.0005254721],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018236154,0.0005743384,0.0010836095,0.0005741744,0.0003065408,0.0013650709,0.0005929346,0.0007758502,0.00056314183],"category_scores_gemma":[0.00063855044,0.0007327266,0.00027344114,0.000042182313,0.00015928222,0.0007820269,0.00041618786,0.0011186122,0.00078602217],"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":[0.00008747197,0.0000048602483,0.000094763374,0.000053815467,0.00024588508,0.000017051536,0.0009429931,0.000007900746,0.0000027422782,0.96571827,0.031850208,0.00097403413],"study_design_scores_gemma":[0.00032536886,0.00006291603,0.000037392754,0.00007825756,0.000026622818,0.000007938839,0.00004767896,0.00003311286,0.00000891094,0.5860987,0.41278067,0.0004924461],"about_ca_topic_score_codex":0.00009948397,"about_ca_topic_score_gemma":0.000090201844,"teacher_disagreement_score":0.5425651,"about_ca_system_score_codex":0.0006173467,"about_ca_system_score_gemma":0.000094830226,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W3044754679","doi":"10.4337/9781786439550.00027","title":"Banking and financial crises","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"Economics; Post-Keynesian economics; Financial crisis; Keynesian economics; Endogeneity; Monetary policy; Endogenous money; Interest rate; Monetary economics","score_opus":0.04184323375630853,"score_gpt":0.21129672608286287,"score_spread":0.16945349232655435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044754679","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":[0.00052727497,0.001999705,0.00015473158,0.0011462148,0.0013474053,0.00023005754,0.00054869126,0.00016973694,0.99387616],"genre_scores_gemma":[0.108261175,0.00025265245,0.0006627113,0.008771748,0.0057809325,0.000029501778,0.0001474328,0.00031187764,0.87578195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977819,0.0000130853905,0.00087848055,0.0008830142,0.000035480894,0.0004080597],"domain_scores_gemma":[0.9984008,0.00013819837,0.0006872536,0.00048358826,0.000033142278,0.00025702067],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006723688,0.00047050838,0.0009139216,0.00037114546,0.00023096669,0.0013694314,0.00057345745,0.00067606755,0.0011584506],"category_scores_gemma":[0.0004761287,0.00060987036,0.00025899016,0.000021185764,0.00016258672,0.00069821166,0.00036366555,0.0010402809,0.00088147604],"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":[0.000017453065,0.000003295586,0.00008925572,0.00007427418,0.0000609933,0.000015758818,0.00073454983,8.0992703e-7,7.2664744e-7,0.96654916,0.02589863,0.0065551084],"study_design_scores_gemma":[0.0001734543,0.00002564428,0.00004012021,0.000049438924,0.000010393014,0.0000073604942,0.0000053538192,0.00000916579,0.0000051710776,0.47689775,0.5224201,0.00035605938],"about_ca_topic_score_codex":0.0000938063,"about_ca_topic_score_gemma":0.000044943885,"teacher_disagreement_score":0.49652147,"about_ca_system_score_codex":0.000119207965,"about_ca_system_score_gemma":0.00010097693,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W3045927812","doi":"10.4337/9781786435491.00016","title":"The Oldman Dam, Alberta, Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","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); Supreme court; Indigenous; Geography; Spring (device); Political science; Law; Archaeology; Public administration; Engineering","score_opus":0.018562587233459465,"score_gpt":0.30228634693222306,"score_spread":0.2837237596987636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045927812","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":[0.00010785824,0.00018774714,0.000008819911,0.01381186,0.0023731317,0.00065686123,0.00007914586,0.000108723965,0.98266584],"genre_scores_gemma":[0.038738918,0.00007311439,0.000028468725,0.0035688388,0.0016446937,0.00002190413,0.00009525716,0.00015623608,0.95567256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955745,0.00017796553,0.0005574562,0.0007210454,0.0020219057,0.0009471428],"domain_scores_gemma":[0.99726933,0.00060516596,0.0004991701,0.0007738922,0.00006000077,0.0007924432],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010588301,0.000548363,0.00045464048,0.000066000546,0.0018817661,0.0029357176,0.001946392,0.0004893172,0.0014392277],"category_scores_gemma":[0.00085785764,0.00047128464,0.00024011885,0.000037649093,0.0006857367,0.0006544552,0.00048660973,0.0013541366,0.0003445496],"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":[0.000020481213,0.000007513881,0.00006163892,0.000017976952,0.00023207872,0.00006602166,0.0033995586,0.0000031933805,0.0000074069067,0.2929954,0.69513905,0.0080497265],"study_design_scores_gemma":[0.0001788703,0.00003250496,0.00003046495,0.00007277369,0.000063023144,0.000002112133,0.00072522415,0.0000049339646,0.000019109806,0.0043137297,0.99401665,0.0005406328],"about_ca_topic_score_codex":0.8443591,"about_ca_topic_score_gemma":0.9800455,"teacher_disagreement_score":0.2988776,"about_ca_system_score_codex":0.002031377,"about_ca_system_score_gemma":0.0026648336,"threshold_uncertainty_score":0.99977386},"labels":[],"label_agreement":null},{"id":"W3048034692","doi":"10.4337/9781839107429.00011","title":"Import and Export Regulation","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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; License; Sanctions; Exportation; Business; Valuation (finance); International economics; Economics; Political science; Law; Finance","score_opus":0.06546279259506958,"score_gpt":0.19257252152381904,"score_spread":0.12710972892874944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048034692","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":[0.00060108537,0.0010326318,0.000103076825,0.0012404047,0.0010375045,0.00027607905,0.00031982813,0.00016371344,0.99522567],"genre_scores_gemma":[0.10329703,0.00018572874,0.0011824765,0.0026156504,0.0019577262,0.000022445398,0.00044432285,0.00024410135,0.89005053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997642,0.000004307021,0.001023768,0.0009122988,0.000072593946,0.00034502195],"domain_scores_gemma":[0.99831575,0.00003133242,0.0008191029,0.0005108174,0.000038191483,0.00028479935],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00053498097,0.00041668362,0.0007968692,0.00026405172,0.00013019369,0.001187238,0.00040373963,0.0006519229,0.0008175683],"category_scores_gemma":[0.00010115188,0.00054886495,0.00022790584,0.00002041814,0.00009330586,0.0008239426,0.00023652775,0.00066182186,0.000645561],"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":[0.000010499183,0.000003888652,0.00076445506,0.000057343,0.00010778253,0.000015425914,0.0001622683,0.0000011030959,0.0000016862131,0.93362737,0.06324417,0.0020040164],"study_design_scores_gemma":[0.0002063354,0.000032416112,0.0010261463,0.000031035433,0.00001255734,0.000015219977,0.0000073786755,0.00007512273,0.0000057530997,0.29675746,0.7014143,0.0004163131],"about_ca_topic_score_codex":0.00004608056,"about_ca_topic_score_gemma":0.00003096987,"teacher_disagreement_score":0.6381701,"about_ca_system_score_codex":0.00017316805,"about_ca_system_score_gemma":0.00006423501,"threshold_uncertainty_score":0.9998496},"labels":[],"label_agreement":null},{"id":"W3049703644","doi":"10.4337/9781788976879.00012","title":"Developing national scale integrated social-ecological scenarios for Canada’s oceans and marine fisheries","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","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":"Sustainability; Futures contract; Environmental resource management; Climate change; Arctic; Geography; Scale (ratio); Marine ecosystem; Fishery; Environmental planning; Ecosystem; Ecology; Environmental science; Business","score_opus":0.022588966033813,"score_gpt":0.2035877506078468,"score_spread":0.18099878457403382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049703644","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":[0.00021401045,0.0000054604234,0.00046809012,0.015629472,0.00033347541,0.00056881865,0.00016626502,0.00010975531,0.98250467],"genre_scores_gemma":[0.022386964,0.000012573769,0.0067681046,0.008744157,0.0006255563,0.000096558426,0.0010078746,0.000110799556,0.9602474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810183,0.000017209992,0.00034114235,0.0005927348,0.0006177,0.00032939995],"domain_scores_gemma":[0.99941784,0.00008766511,0.00017148595,0.00010532412,0.00006766197,0.0001500459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029067753,0.0003486983,0.00034936832,0.000048565893,0.00037564617,0.00060833734,0.00039129672,0.00021959271,0.00087935396],"category_scores_gemma":[0.00019251146,0.00032492736,0.000087017506,0.000028838489,0.00019342743,0.00027596822,0.003751218,0.00043910826,0.00001152205],"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":[0.000047242836,0.000010347266,0.00041553765,0.00008794509,0.00009377753,0.000024050842,0.0002550093,0.000008924899,0.000006407578,0.069768935,0.7421868,0.18709505],"study_design_scores_gemma":[0.00024336763,0.00003931081,0.0019894543,0.000022326776,0.000029951787,0.0000043927394,0.00006436443,0.00014342112,0.000003967253,0.040877122,0.95617765,0.00040469284],"about_ca_topic_score_codex":0.060640123,"about_ca_topic_score_gemma":0.6567117,"teacher_disagreement_score":0.5960716,"about_ca_system_score_codex":0.001010933,"about_ca_system_score_gemma":0.0004820057,"threshold_uncertainty_score":0.99992025},"labels":[],"label_agreement":null},{"id":"W3049718518","doi":"10.4337/9781839105326.00017","title":"USMCAs future in context","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Demise; China; Competitor analysis; International trade; Context (archaeology); Trade war; Business; Free trade agreement; Protectionism; International economics; Political science; Free trade; Economy; Economics; Geography; Law","score_opus":0.05952800949277878,"score_gpt":0.1948896190194346,"score_spread":0.13536160952665582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049718518","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":[0.00030892892,0.0031061035,0.000031718715,0.004567081,0.0030295253,0.0003703566,0.0006005087,0.00014838883,0.9878374],"genre_scores_gemma":[0.13254865,0.0006196628,0.0008603799,0.013693629,0.0075646355,0.000057170273,0.000534221,0.0005007914,0.84362084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968981,0.000010012783,0.0013274845,0.0011077215,0.00008313901,0.0005735106],"domain_scores_gemma":[0.998161,0.000053541407,0.0007638008,0.00067636324,0.000042279546,0.00030299052],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056944374,0.00058107683,0.0012461852,0.0004787819,0.00009466257,0.0013343738,0.0009882612,0.0010753341,0.00090326974],"category_scores_gemma":[0.00013223522,0.0007591247,0.00042280243,0.00004496852,0.00008691976,0.000823456,0.00027826318,0.0016292676,0.003103471],"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":[0.000019672807,0.000009672278,0.00040442732,0.000055206634,0.000099365774,0.00006212814,0.0005177317,0.0000040885357,3.1840216e-7,0.9301325,0.062817685,0.0058771754],"study_design_scores_gemma":[0.0004995979,0.000038697857,0.00018047896,0.000068234534,0.00000861185,0.000009244342,0.00007591407,0.000045047145,0.0000024755393,0.20572622,0.7927306,0.0006148507],"about_ca_topic_score_codex":0.00028504146,"about_ca_topic_score_gemma":0.0006808953,"teacher_disagreement_score":0.72991294,"about_ca_system_score_codex":0.0004412556,"about_ca_system_score_gemma":0.00010559771,"threshold_uncertainty_score":0.99970233},"labels":[],"label_agreement":null},{"id":"W3080085148","doi":"10.4337/9781839105326.00009","title":"Settlement of disputes","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Investor-state dispute settlement; Dispute resolution; State (computer science); Context (archaeology); Political science; Negotiation; Settlement (finance); International trade; Agency (philosophy); Dispute mechanism; Free trade agreement; Subsidy; Law; Law and economics; Business; Alternative dispute resolution; Economics; Free trade; Geography; Sociology; Foreign direct investment","score_opus":0.02444245267733684,"score_gpt":0.20908198066900244,"score_spread":0.1846395279916656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080085148","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":[0.000018128918,0.000044722816,0.00010286439,0.004013049,0.0010471299,0.00028075906,0.000059640162,0.00017168178,0.99426204],"genre_scores_gemma":[0.025426282,0.000009305826,0.0008509708,0.09379865,0.010520391,0.000039594725,0.0021524352,0.0002508037,0.8669516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807405,0.000004336063,0.0005706879,0.00038989956,0.0007626578,0.00019837014],"domain_scores_gemma":[0.9986293,0.000036143763,0.00066469016,0.00026716947,0.00037428888,0.000028407047],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002684405,0.00032950044,0.0003626676,0.00029066688,0.00009815889,0.0012972534,0.0005968616,0.00020174343,0.0015442631],"category_scores_gemma":[0.00014118213,0.00031495088,0.00023832094,0.000029833642,0.0000973107,0.0014519234,0.00036357564,0.0004278631,0.00052045827],"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":[0.000012561472,0.000008923274,0.000017043292,0.00013920003,0.00009350774,0.0000070415063,0.000026588654,0.0000013702773,0.000042784395,0.825572,0.17295499,0.0011239821],"study_design_scores_gemma":[0.00024037641,0.000012335014,0.00002414539,0.00016973342,0.00006389489,7.168093e-7,0.000010056678,0.00017906741,0.000098495766,0.11004031,0.88887876,0.0002821094],"about_ca_topic_score_codex":0.00007986955,"about_ca_topic_score_gemma":0.000045067733,"teacher_disagreement_score":0.7159238,"about_ca_system_score_codex":0.000057654837,"about_ca_system_score_gemma":0.0000732851,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W3087592138","doi":"10.4337/9781839100093.00024","title":"Fair Rates of Interest in Post-Keynesian Political Economy","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"Interest rate; Economics; Loanable funds; Rate of profit; Keynesian economics; Real interest rate; Fisher hypothesis; Faith; Monetary policy; Macroeconomics; Profit (economics); Monetary economics; Neoclassical economics; Philosophy","score_opus":0.07801903366630805,"score_gpt":0.24045216360107222,"score_spread":0.16243312993476416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087592138","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":[0.0025304866,0.0003483576,0.00004074317,0.0045501944,0.0006853403,0.00032293412,0.0007755325,0.00007452235,0.9906719],"genre_scores_gemma":[0.8402616,0.0000123805585,0.00019075777,0.0046217493,0.0012857472,0.000025339852,0.00022569128,0.0002033182,0.15317343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967818,0.000028986735,0.001692485,0.0008588518,0.000019295367,0.00061856105],"domain_scores_gemma":[0.997732,0.00025023162,0.0009189753,0.0006728358,0.00006745258,0.00035851318],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082828634,0.000516817,0.0013527909,0.0008031825,0.000058476853,0.00057654973,0.001003957,0.0007531933,0.0011153586],"category_scores_gemma":[0.0003778831,0.0006620808,0.00042906665,0.000035138026,0.00025276042,0.00078844023,0.0003574642,0.0011844579,0.00087515754],"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":[0.000040661394,0.000016237542,0.00038542357,0.00014033799,0.00012872712,0.000018115488,0.00045973036,8.738587e-7,0.000001771254,0.99476576,0.0030489867,0.0009933907],"study_design_scores_gemma":[0.00037330686,0.00007535397,0.0001517643,0.00010239966,0.000009385799,0.000007173828,0.000059405585,0.000021452948,0.00005315165,0.6909398,0.30775037,0.0004564569],"about_ca_topic_score_codex":0.0005480491,"about_ca_topic_score_gemma":0.00053157046,"teacher_disagreement_score":0.8377311,"about_ca_system_score_codex":0.00036275492,"about_ca_system_score_gemma":0.00021133265,"threshold_uncertainty_score":0.9999028},"labels":[],"label_agreement":null},{"id":"W3087693040","doi":"10.4337/9781839100031.00024","title":"The judicialization of the tension between the cultural identity of states and intangible cultural heritage","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Negotiation; Supreme court; Political science; Cultural heritage; Constitution; Law; State (computer science); Identity (music); Sociology; Aesthetics; Art","score_opus":0.07803360723274863,"score_gpt":0.24066406810286842,"score_spread":0.1626304608701198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087693040","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":[0.015152238,0.001105203,0.0000133203,0.006494388,0.001329843,0.0010855902,0.00019071897,0.00009958478,0.9745291],"genre_scores_gemma":[0.5985841,0.00033059667,0.000024902085,0.0005712287,0.0021868774,0.000017311962,0.00041974947,0.00006373272,0.3978015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849296,0.000083010986,0.0004920287,0.000219583,0.00055265747,0.00015974623],"domain_scores_gemma":[0.99843675,0.00015706776,0.0005814893,0.0003009431,0.0004891215,0.00003463137],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00048086888,0.00023846145,0.0002973519,0.00003421544,0.0008674353,0.0019137475,0.0006874646,0.000115791285,0.00008050056],"category_scores_gemma":[0.0001739965,0.00010705145,0.00018005761,0.000025807789,0.000636475,0.0013219106,0.0005646084,0.0004166104,0.0000033063327],"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":[0.000023143408,0.000002858642,0.00026474084,0.00015423926,0.00019664012,6.407186e-7,0.024426024,0.0000016392709,0.00006739968,0.90526617,0.06545114,0.0041453904],"study_design_scores_gemma":[0.00017274865,0.000048682195,0.0007492264,0.00025932235,0.00021895286,5.49006e-7,0.005638104,0.000040698138,0.00010166987,0.07721252,0.915342,0.000215554],"about_ca_topic_score_codex":0.0011450045,"about_ca_topic_score_gemma":0.004503966,"teacher_disagreement_score":0.8498908,"about_ca_system_score_codex":0.000031561598,"about_ca_system_score_gemma":0.000022534463,"threshold_uncertainty_score":0.9991224},"labels":[],"label_agreement":null},{"id":"W3088680493","doi":"10.4337/9781785361647.00031","title":"From social integration to transformation: supporting the emancipatory potential of circus arts creativity","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Spaces through Art","field":"Social Sciences","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":"Transformative learning; Creativity; Politics; Disadvantaged; Sociology; Cirque; The arts; Social transformation; Space (punctuation); Visual arts; Social space; Aesthetics; Gender studies; Social change; Media studies; Political science; Art; Pedagogy; Geography; Law","score_opus":0.04901806925578121,"score_gpt":0.30862482105874306,"score_spread":0.25960675180296183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088680493","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":[0.0019719051,0.000030544863,0.004437879,0.023195708,0.0016649704,0.0008647337,0.00021439894,0.00026233954,0.9673575],"genre_scores_gemma":[0.9213995,0.000005998182,0.00042300572,0.0019409816,0.008217081,0.000067414716,0.00030473378,0.00010982422,0.06753146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963054,0.00023029881,0.00081731635,0.0005333688,0.0016222821,0.0004913491],"domain_scores_gemma":[0.997821,0.0002443976,0.0008217379,0.00036276842,0.00047551646,0.00027458323],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022160793,0.0003667689,0.00059656217,0.0001821714,0.0009722584,0.0015532064,0.0010896071,0.00063271535,0.00059097627],"category_scores_gemma":[0.0010021474,0.00033268635,0.00038136332,0.00009481804,0.0004385414,0.0016513513,0.00018473553,0.0010297504,0.00006137729],"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":[0.000058593898,0.000018722521,0.000019582827,0.000040675142,0.00021503442,0.000014973613,0.25226808,0.0000053607705,0.00028129548,0.5728071,0.09271544,0.08155515],"study_design_scores_gemma":[0.00030468864,0.00005914879,0.00018792969,0.00016542795,0.00017167008,0.000001316063,0.0125742145,0.000046501787,0.00023469489,0.057001628,0.92868394,0.0005688619],"about_ca_topic_score_codex":0.002784993,"about_ca_topic_score_gemma":0.0038302152,"teacher_disagreement_score":0.9194276,"about_ca_system_score_codex":0.00037494226,"about_ca_system_score_gemma":0.0010734812,"threshold_uncertainty_score":0.9999125},"labels":[],"label_agreement":null},{"id":"W3107508506","doi":"10.4337/9781788976206.00009","title":"The legal character of petroleum licences in Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Petroleum; Character (mathematics); Balance (ability); Submarine pipeline; Law; Political science; Business; Law and economics; Engineering; Economics; Geology; Geotechnical engineering","score_opus":0.0070731319776059665,"score_gpt":0.15992598698427932,"score_spread":0.15285285500667334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107508506","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":[0.000439282,0.001057317,0.000022947639,0.0006769106,0.002056222,0.00015814582,0.00004701014,0.00014602023,0.99539614],"genre_scores_gemma":[0.610051,0.00062481576,0.00019644292,0.0004387162,0.002728579,0.00007502,0.000090120935,0.00039081508,0.38540453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983849,0.00000969923,0.00052470574,0.0002511421,0.00046545718,0.00036410976],"domain_scores_gemma":[0.9992064,0.00019339961,0.00010896409,0.00033162194,0.00006214545,0.00009747133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020063082,0.00038078547,0.00051539706,0.00011322279,0.00006519508,0.0002919364,0.0006260655,0.00015951003,0.000032355845],"category_scores_gemma":[0.00009404564,0.000312265,0.00011357249,0.000027781989,0.000049064773,0.00021066077,0.0001832064,0.0010938814,0.000006174994],"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":[0.00007370247,0.000010188353,0.0010935145,0.0018082281,0.0018379044,0.0005314102,0.0015514748,0.007842189,0.00008349577,0.22709517,0.64331466,0.11475806],"study_design_scores_gemma":[0.000112162445,0.000014686183,0.00046783156,0.00017095031,0.00002324498,0.0000036441554,0.00004890801,0.001340885,0.00006329897,0.00031730428,0.99709,0.0003470981],"about_ca_topic_score_codex":0.12596977,"about_ca_topic_score_gemma":0.68728745,"teacher_disagreement_score":0.6099916,"about_ca_system_score_codex":0.00031219836,"about_ca_system_score_gemma":0.00045089994,"threshold_uncertainty_score":0.99993294},"labels":[],"label_agreement":null},{"id":"W3107614841","doi":"10.4337/9781839108457","title":"Start-up Law","year":2020,"lang":"pt","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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":"Law; Political science","score_opus":0.03578526218378348,"score_gpt":0.22234578054675222,"score_spread":0.18656051836296875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107614841","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":[0.00027944642,0.0009525515,0.00029954294,0.010126786,0.016045142,0.0011514659,0.0001614051,0.0011968333,0.9697868],"genre_scores_gemma":[0.062817,0.000045535744,0.0002639727,0.057258222,0.04458898,0.00010005709,0.0036722897,0.00077760423,0.83047634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99267614,0.000097917386,0.001466028,0.001981038,0.0019848167,0.0017940333],"domain_scores_gemma":[0.99574095,0.00022960048,0.0014866045,0.00146952,0.00080330035,0.0002699993],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0016049766,0.0016035086,0.001617649,0.0006439311,0.001206659,0.022545852,0.0036212187,0.001717778,0.0020696358],"category_scores_gemma":[0.0012779562,0.0017212577,0.0010317371,0.00032543353,0.00053720915,0.009270339,0.004077788,0.0041722637,0.0062983176],"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":[0.000108639804,0.00004940351,0.000037982652,0.0014030925,0.00035885026,0.00021476734,0.00050889555,0.0000019253216,0.0000564448,0.39025894,0.6013241,0.0056769396],"study_design_scores_gemma":[0.0013752867,0.00005947152,0.00003579858,0.000936029,0.00053239387,0.000010002132,0.00027793957,0.00019974653,0.00006251068,0.028397897,0.96629107,0.0018218472],"about_ca_topic_score_codex":0.0006452494,"about_ca_topic_score_gemma":0.00037652536,"teacher_disagreement_score":0.36496696,"about_ca_system_score_codex":0.00044552935,"about_ca_system_score_gemma":0.00066909456,"threshold_uncertainty_score":0.9996713},"labels":[],"label_agreement":null},{"id":"W3108719767","doi":"10.4337/9781786439291.00013","title":"Constitutionalism and religion in common law North America","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"American Constitutional Law and Politics","field":"Social Sciences","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":"Constitutionalism; Divergence (linguistics); Indigenous; Political science; Sovereignty; Law; Common law; Philosophy; Democracy","score_opus":0.023957636437088405,"score_gpt":0.2581465092288721,"score_spread":0.23418887279178371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108719767","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":[0.00008705288,0.00038942244,0.000047757712,0.005309819,0.00053257454,0.00029042026,0.00023892871,0.0001539292,0.9929501],"genre_scores_gemma":[0.53115296,0.00044337328,0.0009540964,0.025310766,0.0031032118,0.000034227935,0.0006739906,0.00009181715,0.43823555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791306,0.000102446895,0.0004358752,0.0004706184,0.00067822094,0.0003998012],"domain_scores_gemma":[0.99865645,0.00033284022,0.00026355727,0.00021779083,0.00015178851,0.00037754793],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00031338405,0.00029935196,0.0004994893,0.00013549914,0.00058786606,0.0007297802,0.00042009828,0.00038012458,0.00008508057],"category_scores_gemma":[0.00018550066,0.00033234913,0.00011482387,0.000048779082,0.003733185,0.0004685481,0.00018796459,0.00095532497,0.000057976846],"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":[0.000010371187,0.0000047985186,0.00014302848,0.000016704851,0.0000260569,0.00006991659,0.0007395911,0.0000029203052,2.6593702e-7,0.9813314,0.015827317,0.0018275916],"study_design_scores_gemma":[0.00014204442,0.000021965956,0.000022549595,0.000111843925,0.000027674978,0.000006343979,0.000086909924,0.0000020373163,3.5388751e-7,0.07843779,0.9208045,0.00033601117],"about_ca_topic_score_codex":0.015374383,"about_ca_topic_score_gemma":0.021973759,"teacher_disagreement_score":0.90497714,"about_ca_system_score_codex":0.00028249202,"about_ca_system_score_gemma":0.002188649,"threshold_uncertainty_score":0.99991286},"labels":[],"label_agreement":null},{"id":"W3109893383","doi":"10.4337/9781789906516.00022","title":"The comparative institutional analysis of parliamentary ethics","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parliament; Political science; Democracy; Law; Transparency (behavior); Public administration; Politics","score_opus":0.11492235441473142,"score_gpt":0.3271842325883522,"score_spread":0.2122618781736208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109893383","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":[0.00005331185,0.0011047468,0.00011306857,0.00978965,0.00083567435,0.00024284952,0.0002085568,0.000069858084,0.98758227],"genre_scores_gemma":[0.7812285,0.0010024403,0.00034219772,0.0050762314,0.0036108408,0.000061735715,0.0004336906,0.00004147062,0.2082029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997244,0.00015574145,0.0004894209,0.00035284815,0.0014883043,0.00026970668],"domain_scores_gemma":[0.9975152,0.001124239,0.00042069683,0.00019929133,0.0005909389,0.00014960751],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013805978,0.0002419173,0.00060034933,0.00017596324,0.002738613,0.00058091694,0.0007506691,0.0003949981,0.00012560724],"category_scores_gemma":[0.0006301862,0.00019083386,0.00044902766,0.00015763463,0.0032303778,0.00029593348,0.00026654184,0.001250448,0.000029413],"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":[0.000021753507,0.0000059374697,0.00007231954,0.0000054071256,0.0024314336,0.0000054849734,0.00868353,0.000023171628,8.1767894e-7,0.97262675,0.0138184065,0.0023049673],"study_design_scores_gemma":[0.00007291009,0.000017000995,0.00019014312,0.00006384351,0.000788659,2.0775997e-7,0.0020195367,0.000009954537,0.000002889406,0.097734585,0.8988963,0.00020396803],"about_ca_topic_score_codex":0.009602066,"about_ca_topic_score_gemma":0.052260455,"teacher_disagreement_score":0.8850779,"about_ca_system_score_codex":0.00025606775,"about_ca_system_score_gemma":0.00186643,"threshold_uncertainty_score":0.9994823},"labels":[],"label_agreement":null},{"id":"W3109918818","doi":"10.4337/9781788119634.00031","title":"Transnational litigation: what can we learn from Chevron–Ecuador?","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Law and Human Rights","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":"Chevron (anatomy); Plaintiff; Law; Multinational corporation; Corporation; Damages; Political science; Jurisdiction; Subsidiary; Enforcement; Harm; Business","score_opus":0.030565587134824632,"score_gpt":0.19756967021552538,"score_spread":0.16700408308070075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109918818","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":[0.0010811546,0.00035360112,0.00006312673,0.033097446,0.0029953541,0.00056247774,0.00011057184,0.00074473815,0.9609915],"genre_scores_gemma":[0.18512198,0.000033176133,0.00026801383,0.01304393,0.026175266,0.00005542535,0.006296687,0.0004523046,0.7685532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967932,0.000012806921,0.00068241055,0.0009884537,0.0010940196,0.00042908124],"domain_scores_gemma":[0.9981682,0.00008902487,0.000651709,0.0005255732,0.0004763464,0.000089197354],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002713277,0.00069355575,0.0006516279,0.00038000202,0.00045254902,0.012402642,0.0009667419,0.0006120016,0.0037182933],"category_scores_gemma":[0.000026394418,0.0006955939,0.00037619175,0.00005667568,0.00016726325,0.0051897652,0.0002924916,0.0012720601,0.00048153085],"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":[0.000035955207,0.0000102021895,0.000008093015,0.00014785348,0.0001482988,0.00009010559,0.0003042243,0.000003382346,0.000015240144,0.94687307,0.033406712,0.018956868],"study_design_scores_gemma":[0.0003259933,0.000006254785,0.00005444848,0.000191187,0.00010888985,0.000001069478,0.00005230633,0.000065692286,0.000011996322,0.43884137,0.5598426,0.00049822126],"about_ca_topic_score_codex":0.00017604609,"about_ca_topic_score_gemma":0.0017375428,"teacher_disagreement_score":0.52643585,"about_ca_system_score_codex":0.0001478072,"about_ca_system_score_gemma":0.00025348723,"threshold_uncertainty_score":0.9995495},"labels":[],"label_agreement":null},{"id":"W3110337049","doi":"10.4337/9781839102134.00019","title":"Mining in Canadas Ring of Fire through the lens of ecological law","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Mining and Resource Management","field":"Engineering","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); Geography; Through-the-lens metering; Ecology; Environmental law; Law; Environmental science; Political science; Geology; Paleontology; Biology","score_opus":0.026324984316303486,"score_gpt":0.19998240018394112,"score_spread":0.17365741586763764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110337049","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":[0.0028113478,0.00043675283,0.00003622349,0.00038912622,0.00045790762,0.00023907577,0.000023709474,0.00014095397,0.9954649],"genre_scores_gemma":[0.94774145,0.000038769205,0.0007845855,0.00046763284,0.0004328352,0.000021173293,0.000029988949,0.0001542828,0.050329268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825436,0.000030972646,0.0006443589,0.000308244,0.00043864056,0.00032342368],"domain_scores_gemma":[0.99904096,0.00021869034,0.00020943735,0.00042376676,0.00004682745,0.00006030126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037991986,0.0003306762,0.00060238986,0.000092046765,0.00006882105,0.00013765586,0.0006734472,0.00036812367,0.000074645126],"category_scores_gemma":[0.00010159915,0.00026289668,0.00017100181,0.00003984544,0.0001612306,0.00013345345,0.00030300498,0.00089059724,0.0000037232712],"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":[0.000030594423,0.000025549223,0.00006388773,0.0017106837,0.00081061403,0.0001973307,0.01726889,0.02386225,0.000084853855,0.88289976,0.055758752,0.017286832],"study_design_scores_gemma":[0.00032454086,0.00006981409,0.00008308359,0.0008588352,0.00008313256,0.000004332726,0.00062059937,0.0023036809,0.00013549394,0.0017971417,0.9932847,0.00043462907],"about_ca_topic_score_codex":0.0012584646,"about_ca_topic_score_gemma":0.0021006835,"teacher_disagreement_score":0.94513565,"about_ca_system_score_codex":0.00012555116,"about_ca_system_score_gemma":0.000057828347,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W3114080615","doi":"10.4337/9781788119597.00022","title":"Polar cruise tourism","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Tourism; Cruise; Antarctic treaty; Arctic; The arctic; Convention; Geography; Political science; Polar code; Regional science; Oceanography; Business; Polar; Law; Geology","score_opus":0.03897212129858202,"score_gpt":0.2767864992472054,"score_spread":0.23781437794862337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114080615","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":[0.000003032082,0.000676267,0.000044919252,0.046785027,0.0015229164,0.00038182503,0.00007557768,0.00049697526,0.95001346],"genre_scores_gemma":[0.0084085725,0.00016989894,0.0004789198,0.0048494935,0.009103591,0.000015453941,0.000025972058,0.00012682975,0.97682124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969448,0.00010750296,0.0004691171,0.00066811364,0.0011061487,0.00070434506],"domain_scores_gemma":[0.99821633,0.00022283998,0.0003703415,0.00043900593,0.00018544613,0.00056603644],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007739464,0.000474935,0.0006389398,0.0002009564,0.0014252374,0.0013908716,0.001067772,0.00085543474,0.00060389936],"category_scores_gemma":[0.0010082644,0.0004572172,0.0003902406,0.000040256047,0.0007669533,0.000564299,0.0005023686,0.0014510201,0.0005774558],"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":[0.0000061491232,0.0000028262584,0.0000088578,0.000019647847,0.00010814507,0.000055138087,0.008278448,4.2912568e-8,4.4926293e-7,0.5056845,0.4784378,0.0073980084],"study_design_scores_gemma":[0.00013866683,0.000026143462,0.000022190023,0.000119886594,0.000078881276,0.0000018893902,0.00059452676,5.6417167e-7,0.0000019751988,0.12022424,0.8783259,0.0004651624],"about_ca_topic_score_codex":0.003926033,"about_ca_topic_score_gemma":0.0019507813,"teacher_disagreement_score":0.39988807,"about_ca_system_score_codex":0.00028921166,"about_ca_system_score_gemma":0.00081949,"threshold_uncertainty_score":0.9998748},"labels":[],"label_agreement":null},{"id":"W3122292052","doi":"10.4337/9781781953433.00013","title":"Appropriate discounting for benefit–cost analysis","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"Discounting; Economics; Finance","score_opus":0.08201795861134588,"score_gpt":0.21034651886562114,"score_spread":0.12832856025427525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122292052","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":[0.0017815515,0.0005731384,0.009649082,0.00038221086,0.00098401,0.0010937859,0.0008218448,0.00010163449,0.98461276],"genre_scores_gemma":[0.05096232,0.000075951146,0.0033749435,0.0005490376,0.001134173,0.0003184031,0.0015067119,0.00021806397,0.9418604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714386,0.0000055937635,0.0012098493,0.0010390487,0.00009420504,0.0005074403],"domain_scores_gemma":[0.99762475,0.00009999037,0.0013416801,0.00072335073,0.00004914253,0.00016109164],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011653422,0.0004794192,0.0010426405,0.00069353945,0.0002518331,0.0016403033,0.0005932251,0.0006133906,0.00243631],"category_scores_gemma":[0.00010932486,0.00057569734,0.0007711291,0.00004092871,0.00008795227,0.0011017885,0.00021779805,0.0004776297,0.0015866333],"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":[0.000008374384,0.000015666665,0.0029593108,0.000068734866,0.0014899173,7.538676e-7,0.0002922675,0.00036392105,0.0000017861175,0.9685357,0.008619608,0.017643966],"study_design_scores_gemma":[0.00054998323,0.00003746464,0.00296926,0.000045230685,0.00036877894,0.0000011646057,0.000032179774,0.0035950216,0.000008422086,0.34705925,0.64438486,0.0009484132],"about_ca_topic_score_codex":0.00031269118,"about_ca_topic_score_gemma":0.00011348666,"teacher_disagreement_score":0.63576525,"about_ca_system_score_codex":0.00048320278,"about_ca_system_score_gemma":0.00002677625,"threshold_uncertainty_score":0.99966943},"labels":[],"label_agreement":null},{"id":"W3122340439","doi":"10.4337/9781035305254.00015","title":"A Perspective on Regional and Global Strategies of Multinational Enterprises","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Multinational corporation; Perspective (graphical); International business; Work (physics); Field (mathematics); Business; Economic geography; Regional science; Industrial organization; Management; Sociology; Engineering; Geography; Economics; Computer science; Mechanical engineering; Artificial intelligence; Mathematics","score_opus":0.020415938152303952,"score_gpt":0.24445039414670938,"score_spread":0.22403445599440544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122340439","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":[0.0007915757,0.0001730709,0.00011169215,0.0021912048,0.000481716,0.00020225786,0.00006499575,0.000089948975,0.99589354],"genre_scores_gemma":[0.679732,0.000031773263,0.00075069914,0.005112859,0.011937176,0.000035625042,0.00042758463,0.00015683424,0.3018154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817795,0.000004548915,0.00037372677,0.0004684462,0.0007652964,0.00021001328],"domain_scores_gemma":[0.9980323,0.00007197651,0.0005499377,0.00019005721,0.0011364617,0.000019277788],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022301063,0.00036136428,0.00034290671,0.0003727539,0.00013221649,0.0016555926,0.0003921395,0.0002619246,0.00030641066],"category_scores_gemma":[0.00015636558,0.00034380573,0.00016504872,0.00003406883,0.00019426683,0.0018406156,0.00025436058,0.00035403966,0.000048394602],"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":[0.000061034094,0.000027069415,0.000110270244,0.000073036324,0.00010738655,0.000009846947,0.000059672886,0.000021853379,0.0000036192262,0.9798919,0.014989733,0.004644576],"study_design_scores_gemma":[0.00071547367,0.000024012514,0.0042621144,0.0005891539,0.00008298558,0.00001195474,0.0003471418,0.0002520308,0.0000023688042,0.30230215,0.69093627,0.00047434543],"about_ca_topic_score_codex":0.00060966855,"about_ca_topic_score_gemma":0.00019884587,"teacher_disagreement_score":0.69407815,"about_ca_system_score_codex":0.00023291844,"about_ca_system_score_gemma":0.00014518152,"threshold_uncertainty_score":0.9999014},"labels":[],"label_agreement":null},{"id":"W3122398594","doi":"10.4337/9781785365003.00010","title":"Geoff Hodgson on pluralism and historical specificity","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","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":"Impossibility; Epistemology; Mainstream; Ontology; Pluralism (philosophy); Variety (cybernetics); Pragmatism; Subject (documents); Sociology; Philosophy; Political science; Law; Computer science","score_opus":0.05104533005558609,"score_gpt":0.19849317858930068,"score_spread":0.1474478485337146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122398594","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":[0.0014287363,0.0011404078,0.00014933741,0.0011705658,0.0045187157,0.00033838442,0.00041179918,0.00014171819,0.99070036],"genre_scores_gemma":[0.031278424,0.00014419529,0.00019825117,0.0011112355,0.0014628638,0.00001096129,0.00009508821,0.00011357988,0.9655854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975617,0.000015620526,0.00090104423,0.0010138025,0.00007348566,0.00043433777],"domain_scores_gemma":[0.9980436,0.0001632839,0.00069397193,0.0008371953,0.000046210094,0.00021571633],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092030433,0.00048198082,0.0009365316,0.0005227326,0.0002660241,0.00091594114,0.0005548631,0.000801651,0.0010727262],"category_scores_gemma":[0.00022035855,0.00057546655,0.00029715415,0.000019004921,0.00015270941,0.0007304725,0.0002255719,0.001261209,0.002202586],"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":[0.000024013165,0.000013548336,0.00009126419,0.000029242145,0.00007386325,0.0000083978375,0.00019238856,0.0000064684714,8.662704e-7,0.9389264,0.05795474,0.0026788],"study_design_scores_gemma":[0.00028996172,0.00007045738,0.00011825834,0.000076348486,0.000011525026,0.000009280705,0.000006822329,0.000020815412,0.0000046372747,0.22323339,0.7756501,0.00050845585],"about_ca_topic_score_codex":0.0002072572,"about_ca_topic_score_gemma":0.000051189007,"teacher_disagreement_score":0.7176953,"about_ca_system_score_codex":0.0011997495,"about_ca_system_score_gemma":0.00009295417,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W3122630700","doi":"10.4337/9781839100093.00026","title":"Changes in Central Bank Procedures During the Subprime Crisis and Their Repercussions on Monetary Theory","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mainstream; Economics; Mainstream economics; Keynesian economics; Monetary policy; Financial crisis; Monetary theory; Monetary economics; Monetary base; Post-Keynesian economics; Political science; Applied economics; Law","score_opus":0.02153289770176579,"score_gpt":0.19524241524139468,"score_spread":0.1737095175396289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122630700","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":[0.040795177,0.0027657545,0.000008890147,0.008967363,0.0008152952,0.00066748715,0.0007861883,0.00016304165,0.9450308],"genre_scores_gemma":[0.84055376,0.0006372266,0.000028549466,0.005102198,0.0016549026,0.00005641134,0.00006395665,0.00018389437,0.1517191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99773633,0.0000593818,0.0007018602,0.00091106567,0.000038922084,0.000552449],"domain_scores_gemma":[0.99826115,0.0003104589,0.0005001939,0.00069451914,0.00001767977,0.00021601297],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010471796,0.0005305079,0.00077816396,0.00045059403,0.00029299414,0.00075010484,0.0007291559,0.00050159346,0.00042703553],"category_scores_gemma":[0.00036060534,0.0004326466,0.00021349783,0.000041323383,0.00016345755,0.00036715306,0.0003247214,0.0013447274,0.00012653037],"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":[0.000098621735,0.0000113804135,0.00053713215,0.00011365607,0.00013388833,0.0000124682165,0.0053371857,0.000010809055,0.000006097236,0.9879662,0.0041210307,0.0016515421],"study_design_scores_gemma":[0.00041804006,0.00006589065,0.0038851588,0.00022253075,0.000015127226,0.000019659456,0.00036716074,0.000022639355,0.00011249157,0.78337383,0.21082939,0.0006680912],"about_ca_topic_score_codex":0.00018446294,"about_ca_topic_score_gemma":0.0006980243,"teacher_disagreement_score":0.7997586,"about_ca_system_score_codex":0.00018344284,"about_ca_system_score_gemma":0.00007542349,"threshold_uncertainty_score":0.99981254},"labels":[],"label_agreement":null},{"id":"W3123002234","doi":"10.4337/9781781003404.00008","title":"Shareholder Suits and Outside Director Liability: The Case of Korea","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liability; Shareholder; Business; Management; Accounting; Finance; Economics; Corporate governance","score_opus":0.033370393693805456,"score_gpt":0.2082466910492866,"score_spread":0.17487629735548113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123002234","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":[0.009702311,0.0012414211,0.000007540434,0.0009931175,0.001105262,0.0005741575,0.00009234215,0.00016786263,0.986116],"genre_scores_gemma":[0.5426222,0.000048780676,0.00006592214,0.0031539614,0.008404479,0.000049939124,0.00015859901,0.00026957312,0.44522652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804634,0.000013818895,0.0005494384,0.0005266417,0.00042276742,0.00044102414],"domain_scores_gemma":[0.9976596,0.0001871423,0.00094088516,0.0007931219,0.0003742742,0.000044961034],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010961192,0.00048328092,0.0005633134,0.00019536896,0.00025747603,0.0019654888,0.0005399275,0.00037780043,0.00058698945],"category_scores_gemma":[0.0003370334,0.00035852933,0.00021892312,0.000053413198,0.00026081188,0.002235756,0.0007780935,0.00071959704,0.00007380741],"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":[0.00005505371,0.00003647847,0.0014531772,0.0009914282,0.00025076882,0.00041393845,0.00047028446,0.000001005586,0.000034714212,0.5758235,0.1621628,0.25830686],"study_design_scores_gemma":[0.00027027854,0.000007515481,0.00060641515,0.00028518806,0.00023741559,0.00007022561,0.00007151886,0.000020452388,0.000019251198,0.017693188,0.98025644,0.00046208405],"about_ca_topic_score_codex":0.003481252,"about_ca_topic_score_gemma":0.0030111326,"teacher_disagreement_score":0.81809366,"about_ca_system_score_codex":0.00005454687,"about_ca_system_score_gemma":0.000074996984,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W3124017191","doi":"10.4337/9781035351473.00012","title":"Canada - Audio-visual policies: impact on trade","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Audio visual; Computer science; Business; Economics; Multimedia","score_opus":0.01661724082402335,"score_gpt":0.27191400948049566,"score_spread":0.25529676865647233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124017191","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":[0.0001376445,0.00008739572,0.000004594035,0.032510802,0.0015070408,0.00045657894,0.00021268374,0.000398988,0.96468425],"genre_scores_gemma":[0.23057148,0.000022293192,0.000058974387,0.00562238,0.0060021123,0.000007639323,0.0001240049,0.00021951985,0.7573716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954617,0.00013420505,0.0006000572,0.00070013327,0.0021192858,0.000984618],"domain_scores_gemma":[0.99773675,0.00035881417,0.00046885066,0.0005518303,0.00016460266,0.0007191266],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007566788,0.00065262394,0.00063869235,0.00036868872,0.00093126186,0.0023218112,0.0012533077,0.0007509926,0.0027702723],"category_scores_gemma":[0.00051620277,0.00064489525,0.00028721016,0.00011812605,0.00038600786,0.0007552921,0.0001226157,0.0014090909,0.0001107194],"study_design_candidate":"not_applicable","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":[0.000009313988,0.0000115259045,0.000025256457,0.000009597101,0.00011337271,0.00002563167,0.0019274867,0.000019996489,0.0000021733968,0.5113296,0.48133183,0.0051942193],"study_design_scores_gemma":[0.00021826304,0.000044627537,0.0003657954,0.0001254629,0.00005026127,0.0000043423843,0.00012881731,0.000002712391,0.000023373852,0.0014678505,0.9968959,0.0006725755],"about_ca_topic_score_codex":0.61435324,"about_ca_topic_score_gemma":0.86056805,"teacher_disagreement_score":0.5155641,"about_ca_system_score_codex":0.0033324086,"about_ca_system_score_gemma":0.009001319,"threshold_uncertainty_score":0.99960023},"labels":[],"label_agreement":null},{"id":"W3124703087","doi":"10.4337/9781788115483.00013","title":"Seeking safe haven in Canada: geopolitics and border crossings after the Safe Third Country Agreement","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Refugee; Political science; Geopolitics; Border Security; Border crossing; Enforcement; Safe haven; Criminology; Law; Immigration; Sociology; Politics; Economics","score_opus":0.013024178864094826,"score_gpt":0.23498660346626368,"score_spread":0.22196242460216886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124703087","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":[0.0006775822,0.0008246019,0.0000049344794,0.02318373,0.00075348094,0.00042615007,0.0006756844,0.000027650025,0.97342616],"genre_scores_gemma":[0.06908692,0.000094436255,0.00005485178,0.040328357,0.0021454026,0.000031822507,0.000025739222,0.000078221594,0.88815427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968957,0.00008622584,0.00050325494,0.00054944755,0.0011339652,0.00083141983],"domain_scores_gemma":[0.9984233,0.0002733998,0.00034891075,0.00038439906,0.00012930782,0.0004407037],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00084713945,0.00038113937,0.00044350998,0.000094766954,0.00072023104,0.0023408772,0.0007254271,0.00039958942,0.0003221126],"category_scores_gemma":[0.0005122368,0.0003575559,0.00008997305,0.000055265533,0.00060754333,0.00046703318,0.00026638032,0.0012932431,0.000013091363],"study_design_candidate":"not_applicable","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":[0.000043351676,0.0000034352838,0.0007411704,0.00008853607,0.00008206728,0.00024997783,0.019028097,0.0000021280132,3.7875395e-7,0.5001345,0.47323748,0.006388827],"study_design_scores_gemma":[0.00021514893,0.000008790782,0.0016410841,0.0002772285,0.000032815802,0.000004990572,0.00060794735,0.000012683683,7.605173e-7,0.016878223,0.97990173,0.00041860164],"about_ca_topic_score_codex":0.98990947,"about_ca_topic_score_gemma":0.99910027,"teacher_disagreement_score":0.5066643,"about_ca_system_score_codex":0.002375811,"about_ca_system_score_gemma":0.009540524,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W3124720193","doi":"10.4337/9781847204394.00033","title":"Lost in Time: Intergenerational Succession, Change and Failure in Family Business","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; HEC Montréal","funders":"","keywords":"Successor cardinal; Bankruptcy; Ecological succession; Dismissal; Family business; History; Business; Political economy; Political science; Sociology; Marketing; Law","score_opus":0.02388942725180571,"score_gpt":0.2043971136916625,"score_spread":0.1805076864398568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124720193","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":[0.10116412,0.000742551,0.00003155853,0.0030658038,0.0018337546,0.0009786551,0.00003384056,0.00022191039,0.8919278],"genre_scores_gemma":[0.4322697,0.00022592088,0.0004396041,0.015036399,0.0207144,0.00030453384,0.0047949837,0.000707679,0.5255068],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695075,0.000012982394,0.0008489672,0.0008260355,0.00080853765,0.0005527553],"domain_scores_gemma":[0.99861836,0.000044921013,0.00046811902,0.0003885882,0.00044805167,0.000031951255],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00074708305,0.00067037327,0.00070293614,0.0019488154,0.00018097043,0.0031165495,0.00071114395,0.0008072919,0.00030305976],"category_scores_gemma":[0.00009482035,0.00062719657,0.000091020986,0.00028638047,0.0001276513,0.0064312876,0.0007778948,0.0009854287,0.00027003506],"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":[0.0003521684,0.0002181521,0.12482426,0.0027207022,0.00007510758,0.00054616394,0.00035225818,0.00017222317,0.00060447666,0.036774646,0.7631604,0.07019942],"study_design_scores_gemma":[0.0015057332,0.000008564118,0.122879624,0.0034560657,0.000040711348,0.0000065604686,0.00003285028,0.0018079665,0.000006824241,0.0055918763,0.8633849,0.0012783258],"about_ca_topic_score_codex":0.0024526676,"about_ca_topic_score_gemma":0.004695008,"teacher_disagreement_score":0.366421,"about_ca_system_score_codex":0.00014635046,"about_ca_system_score_gemma":0.0001146035,"threshold_uncertainty_score":0.99961793},"labels":[],"label_agreement":null},{"id":"W3124818474","doi":"10.4337/9781802206951.00026","title":"Traverse in a Two-Sector Kaleckian Model of Growth with Target-Return Pricing","year":2022,"lang":"en","type":"preprint","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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 Ottawa","funders":"","keywords":"Traverse; Economics; Profit (economics); Investment (military); Microeconomics; Political science; Geography","score_opus":0.0365701123244028,"score_gpt":0.2294323258537553,"score_spread":0.1928622135293525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124818474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5959823,0.00030659474,0.0027446446,0.00038898783,0.0010053137,0.0006806291,0.0011529159,0.00011548491,0.39762312],"genre_scores_gemma":[0.9894238,0.000020536421,0.0038910448,0.0004897024,0.00033328272,0.00014542455,0.00012647359,0.00013076229,0.0054389695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967255,0.00008820893,0.0013748552,0.0010701201,0.00008140321,0.00065992225],"domain_scores_gemma":[0.99727875,0.00016883368,0.0013536265,0.00095790456,0.00006329187,0.00017759914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002608001,0.00048428486,0.0011979641,0.0011597138,0.00013176746,0.00056579727,0.0013590999,0.00034511357,0.0006510555],"category_scores_gemma":[0.0003413817,0.00058181275,0.00030021957,0.00017765477,0.00012805784,0.0006766525,0.00088730606,0.0022361523,0.000021372478],"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":[0.00018177682,0.00011540268,0.03302842,0.00053031184,0.00023207815,0.000018112278,0.013751822,0.045770578,0.000024958126,0.9052382,0.0008546234,0.00025373383],"study_design_scores_gemma":[0.0025227398,0.00012856166,0.0013561439,0.00029074244,0.000031725296,0.000010228739,0.0006435481,0.042274926,0.00040765133,0.94403034,0.0068041454,0.0014992452],"about_ca_topic_score_codex":0.006069496,"about_ca_topic_score_gemma":0.0013254867,"teacher_disagreement_score":0.3934415,"about_ca_system_score_codex":0.0005830299,"about_ca_system_score_gemma":0.00043719634,"threshold_uncertainty_score":0.99966335},"labels":[],"label_agreement":null},{"id":"W3124929676","doi":"10.4337/9780857930019.00018","title":"The globalization of tax expenditure reporting: transplanting transparency in India and the Global South","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transparency (behavior); Globalization; Transplanting; Business; Economics; International economics; Demographic economics; Agricultural economics; Political science; Market economy; Law; Biology; Horticulture","score_opus":0.02621588090202425,"score_gpt":0.2549996275581159,"score_spread":0.22878374665609164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124929676","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":[0.0020575873,0.00033340987,0.000103489096,0.0012754884,0.0009931459,0.00065188325,0.00003594311,0.000051144016,0.9944979],"genre_scores_gemma":[0.7556972,0.0004612814,0.00019656339,0.00040640737,0.0006210018,0.00006587171,0.000067644156,0.00004377831,0.24244028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974681,0.00011908185,0.0012626997,0.00034644193,0.00045629608,0.0003473761],"domain_scores_gemma":[0.9977479,0.0001728604,0.0016292244,0.00025024242,0.00010033342,0.00009943654],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037017262,0.00022490133,0.00040339562,0.00006840621,0.0005595068,0.0011380531,0.0005412911,0.00038350627,0.00012599968],"category_scores_gemma":[0.000592276,0.0001549474,0.0001345979,0.000038814615,0.00048846315,0.0003431615,0.00006393997,0.0004116024,0.000007761554],"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":[0.00004384938,0.0000042549154,0.0039282567,0.00004082579,0.00006252536,0.000006630569,0.044928867,0.000003515484,3.4001664e-7,0.8856655,0.0014136273,0.06390183],"study_design_scores_gemma":[0.0012274244,0.000012645276,0.009344708,0.00052412215,0.00006843601,0.000010730076,0.006924957,0.0000302093,0.0000021052972,0.0459375,0.9354102,0.00050697045],"about_ca_topic_score_codex":0.001874548,"about_ca_topic_score_gemma":0.006186482,"teacher_disagreement_score":0.93399656,"about_ca_system_score_codex":0.00021879187,"about_ca_system_score_gemma":0.0004731564,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W3125145742","doi":"10.4337/9781035363339.00009","title":"Some Heteroskedasticity-Consistent Covariance Matrix Estimators with Improved Finite Sample Properties","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Random Matrices and Applications","field":"Mathematics","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":"Queen's University","funders":"","keywords":"Heteroscedasticity; Jackknife resampling; Estimator; Mathematics; Covariance matrix; Econometrics; Statistics; Covariance; Estimation of covariance matrices; Applied mathematics","score_opus":0.044438588304518425,"score_gpt":0.2598935883756524,"score_spread":0.215455000071134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125145742","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":[0.0025607098,0.0033183997,0.23860154,0.0055532656,0.0035014248,0.015150197,0.0028276069,0.005812099,0.7226748],"genre_scores_gemma":[0.057550356,0.00013227928,0.2817433,0.0012520832,0.0037709004,0.0013057102,0.00041854093,0.0013686606,0.6524582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996624,0.000035153837,0.00097057223,0.0009357089,0.0007560519,0.0006785021],"domain_scores_gemma":[0.9960828,0.0010485299,0.00094648637,0.0012369477,0.00039026875,0.00029499657],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005440081,0.00084789045,0.0010678848,0.00029203028,0.00046021777,0.002153988,0.0008953131,0.00059550704,0.00010457957],"category_scores_gemma":[0.0010121112,0.0006674344,0.00035449702,0.000054914435,0.00029695078,0.0007781841,0.0002931808,0.0011730494,0.00006762509],"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":[0.00018071884,0.00006831703,0.0000063314055,0.0009928634,0.00044061916,0.000024604395,0.00054920826,0.00028437786,0.000086253545,0.9928927,0.0032301534,0.0012438528],"study_design_scores_gemma":[0.0031898713,0.0002595831,0.000004738268,0.0020030518,0.00074634695,0.000051206203,0.000054751174,0.0010754034,0.00034252132,0.8554406,0.13507317,0.0017587501],"about_ca_topic_score_codex":0.00028419012,"about_ca_topic_score_gemma":0.00010735251,"teacher_disagreement_score":0.13745208,"about_ca_system_score_codex":0.00032454188,"about_ca_system_score_gemma":0.00062810536,"threshold_uncertainty_score":0.9995777},"labels":[],"label_agreement":null},{"id":"W3130222002","doi":"10.4337/9781839104206.00027","title":"Responsible entrepreneurship: a new challenge for entrepreneurship education and training","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Entrepreneurship; Entrepreneurship education; Action (physics); Process (computing); Public relations; Plan (archaeology); Political science; Set (abstract data type); Foundation (evidence); Representation (politics); Sustainable development; Knowledge management; Business; Engineering ethics; Engineering; Computer science; Geography; Politics","score_opus":0.0518519140334631,"score_gpt":0.2511187873668506,"score_spread":0.19926687333338752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130222002","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":[0.0015166263,0.00793949,0.00004397252,0.010627339,0.0035723099,0.0011154881,0.00003110247,0.00047473473,0.97467893],"genre_scores_gemma":[0.017739097,0.00055109034,0.0011351374,0.0074817436,0.017063053,0.00021222734,0.0005272302,0.00038450563,0.9549059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962316,0.000027809594,0.00078235555,0.0015272232,0.00063861796,0.00079234893],"domain_scores_gemma":[0.9971594,0.00045731716,0.0008230659,0.00083227025,0.000600254,0.00012765935],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008203839,0.0008142594,0.0008819464,0.0006534998,0.0005028733,0.0046434416,0.0007127153,0.00059990445,0.00038352574],"category_scores_gemma":[0.0014601224,0.00085185864,0.00039942938,0.00008810302,0.00015034057,0.0020693487,0.0006777295,0.00076461,0.000050885385],"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":[0.00011894541,0.00004628816,0.0007116468,0.00058920466,0.00022890416,0.000020356785,0.0012766722,0.000003900923,0.000031937278,0.5786964,0.09478174,0.323494],"study_design_scores_gemma":[0.00059538265,0.00003711505,0.0001750034,0.0009951501,0.00029840108,0.000012384423,0.0006125529,0.000010779815,0.000025915462,0.11860664,0.8778118,0.00081890577],"about_ca_topic_score_codex":0.00031684057,"about_ca_topic_score_gemma":0.00068506284,"teacher_disagreement_score":0.78303003,"about_ca_system_score_codex":0.00009393085,"about_ca_system_score_gemma":0.0008522104,"threshold_uncertainty_score":0.9993932},"labels":[],"label_agreement":null},{"id":"W3137261255","doi":"10.4337/9781788974004.00024","title":"GENERAL ASPECTS OF INVESTOR-STATE DISPUTE SETTLEMENT","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Military Technology and Strategies","field":"Engineering","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":"Investor-state dispute settlement; Settlement (finance); State (computer science); Business; Law and economics; Political science; Economics; Law; Finance; Computer science; International investment; Foreign direct investment","score_opus":0.014370725860403362,"score_gpt":0.198376756422341,"score_spread":0.18400603056193765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137261255","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":[0.0010202604,0.0024493935,0.00028561553,0.00014845961,0.0013763305,0.00020585436,0.00027533816,0.00073696254,0.9935018],"genre_scores_gemma":[0.056559764,0.0005001029,0.0039910492,0.00033788476,0.0010602344,0.00005618759,0.0009481802,0.00042464267,0.93612194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811465,0.000021452557,0.0005968591,0.00044151736,0.00039684368,0.00042866982],"domain_scores_gemma":[0.99879307,0.0000502354,0.00013471433,0.0007640128,0.0001303842,0.00012760186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028274482,0.00049797946,0.0006373016,0.00031211914,0.00007352028,0.00022906406,0.00059473835,0.0006647795,0.00026616929],"category_scores_gemma":[0.00004584296,0.0005381633,0.00023848901,0.000033124277,0.0001882696,0.00036096456,0.00021123297,0.0012299803,0.000021818716],"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":[0.000005264348,0.0000056799468,0.000010668103,0.00032615318,0.00044691953,0.00014007607,0.00034070792,0.00049661315,0.000276017,0.9493049,0.040175762,0.008471277],"study_design_scores_gemma":[0.00035688563,0.00007890452,0.000081293976,0.00046284532,0.000102006234,0.000033305696,0.000052697975,0.0003716223,0.002119821,0.366985,0.62843686,0.0009187696],"about_ca_topic_score_codex":0.000038722486,"about_ca_topic_score_gemma":0.00032713191,"teacher_disagreement_score":0.58826107,"about_ca_system_score_codex":0.0001438108,"about_ca_system_score_gemma":0.00019025028,"threshold_uncertainty_score":0.999707},"labels":[],"label_agreement":null},{"id":"W3137762021","doi":"10.4337/9781789901849.00028","title":"Whats in a think tanks mix of interventions? Plugging into politics and policymaking in Canadas knowledge regime","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Influence and Corporate Strategies","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":"Think tanks; Elite; Politics; Political science; Public administration; Political economy; Sociology; Law","score_opus":0.052954998132440374,"score_gpt":0.282387793111706,"score_spread":0.2294327949792656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137762021","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":[0.020451464,0.0015670701,0.000016202172,0.0009976085,0.00067883055,0.00032825538,0.000015319687,0.00009972071,0.9758455],"genre_scores_gemma":[0.8728151,0.000042944197,0.00023478,0.0020199115,0.0015673606,0.000029923509,0.00014083776,0.00015471531,0.12299444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973239,0.000027952774,0.001030221,0.0005903331,0.00036503104,0.0006626145],"domain_scores_gemma":[0.9984485,0.00013112371,0.0005612514,0.00044318725,0.0003555696,0.000060350434],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00075928896,0.00046774172,0.00077474804,0.0014131665,0.00012993894,0.002278129,0.00052938785,0.00047937036,0.000077280114],"category_scores_gemma":[0.00045964913,0.00051084615,0.00021642614,0.00017266559,0.00027791283,0.0024114137,0.00068776414,0.0010625228,0.000012319403],"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":[0.000007369075,0.000024316885,0.00056790316,0.0015526842,0.000047930716,0.00011095377,0.00066419516,0.0000043971413,0.000017360764,0.9904177,0.0022106585,0.0043744924],"study_design_scores_gemma":[0.000946654,0.000027507675,0.0026814344,0.014879052,0.00014312138,0.000016241096,0.0022475636,0.00024705363,0.00003227044,0.80592275,0.17162268,0.0012336666],"about_ca_topic_score_codex":0.04040132,"about_ca_topic_score_gemma":0.07854563,"teacher_disagreement_score":0.8528511,"about_ca_system_score_codex":0.00029679437,"about_ca_system_score_gemma":0.00055802555,"threshold_uncertainty_score":0.99973434},"labels":[],"label_agreement":null},{"id":"W3139255731","doi":"10.4337/9781839105340.00022","title":"Sustainable entrepreneurship under market uncertainty: opportunities, challenges and impact","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Panacea (medicine); Entrepreneurship; Sustainability; Industrial organization; Business; Collective action; Economics; Political science; Finance","score_opus":0.05601263888059418,"score_gpt":0.23587927403815426,"score_spread":0.17986663515756007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139255731","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":[0.00065521634,0.010951002,0.0000010832204,0.00591537,0.00081891357,0.0005511556,0.000038673745,0.0004152844,0.9806533],"genre_scores_gemma":[0.030270552,0.0055743298,0.00001427403,0.0052318447,0.0035181683,0.000116416806,0.00028962895,0.00030164456,0.9546831],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619615,0.00004461787,0.00062355446,0.0011394797,0.0009523122,0.0010439081],"domain_scores_gemma":[0.9976075,0.00030166114,0.0007584075,0.0008117687,0.0004221281,0.00009852739],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014428719,0.00088311714,0.00082028494,0.00076803664,0.0008021682,0.003670497,0.00091810257,0.0003922279,0.0050279084],"category_scores_gemma":[0.00033811244,0.0008222794,0.00035880966,0.000054312615,0.0002870321,0.0031447005,0.002207432,0.00113924,0.000027652048],"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":[0.000096840515,0.000021531021,0.00033235154,0.000622408,0.0004011451,0.00025878477,0.00043849292,0.0000326584,5.96522e-7,0.810747,0.13654491,0.05050323],"study_design_scores_gemma":[0.00037363946,0.000043650325,0.00051868666,0.00017340246,0.000201612,0.0000152515395,0.0031962297,0.000017723858,2.8101138e-7,0.101356685,0.89328337,0.00081945787],"about_ca_topic_score_codex":0.0021571224,"about_ca_topic_score_gemma":0.00040558772,"teacher_disagreement_score":0.7567385,"about_ca_system_score_codex":0.00030602567,"about_ca_system_score_gemma":0.00022688019,"threshold_uncertainty_score":0.9994228},"labels":[],"label_agreement":null},{"id":"W3151653078","doi":"10.4337/9781035306176.00016","title":"A Schumpeterian renaissance?","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","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":"The Renaissance; Foundation (evidence); Quarter (Canadian coin); Neoclassical economics; Art; Art history; Economics; Political science; History; Law; Archaeology","score_opus":0.050505381443983664,"score_gpt":0.19093648721520104,"score_spread":0.14043110577121737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151653078","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":[0.00017473348,0.0010108008,0.00013370533,0.00037100137,0.0016688238,0.0003381981,0.00029605138,0.00025968577,0.99574697],"genre_scores_gemma":[0.0238636,0.00025256633,0.0008822368,0.00072996493,0.00076346763,0.000034109737,0.000445649,0.00016723738,0.9728612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974127,0.0000047633876,0.001277136,0.000733346,0.000092468654,0.00047960234],"domain_scores_gemma":[0.9983428,0.000039293012,0.00077837065,0.0005685081,0.000065808126,0.00020523125],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004950778,0.00049432303,0.00080119533,0.00062915,0.00021829299,0.0015593929,0.0006499246,0.0006314071,0.0012992754],"category_scores_gemma":[0.00007901492,0.00062858826,0.00033025473,0.000026851721,0.00013308998,0.002050547,0.00013001866,0.0006437274,0.0036392584],"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":[0.000017134638,0.000009450086,0.00008487389,0.000073000694,0.00014344488,0.000021216585,0.0008509849,8.6192034e-7,7.984024e-7,0.834338,0.15653604,0.007924176],"study_design_scores_gemma":[0.00042058632,0.000027966596,0.000120403594,0.00011557254,0.000005413512,0.000022264552,0.0000055444198,0.000014969347,0.000013569556,0.12957777,0.8690188,0.0006571511],"about_ca_topic_score_codex":0.000035352376,"about_ca_topic_score_gemma":0.000031057156,"teacher_disagreement_score":0.71248275,"about_ca_system_score_codex":0.00029099727,"about_ca_system_score_gemma":0.00012553051,"threshold_uncertainty_score":0.99961656},"labels":[],"label_agreement":null},{"id":"W3161066285","doi":"10.4337/9781788977203.00007","title":"Foreword: What is legal geography? Why, and why now?","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law in Society and Culture","field":"Social Sciences","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":"Legal pluralism; Indigenous; Colonialism; Political science; Scholarship; Law and development; Geography; Law; Sociology; Comparative law; Legal realism; Development studies; Ecology","score_opus":0.017336249573840435,"score_gpt":0.2456196691819173,"score_spread":0.22828341960807685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161066285","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":[0.00006533664,0.010127001,0.000027791633,0.017105835,0.0029791999,0.0004056467,0.000100326695,0.00028455016,0.9689043],"genre_scores_gemma":[0.00033056847,0.0060216063,0.0005745585,0.02089131,0.0035165849,0.000029808882,0.0001278004,0.000112797985,0.96839494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962804,0.00011566099,0.00044995418,0.00096689886,0.0014029683,0.00078414805],"domain_scores_gemma":[0.99791807,0.00015349971,0.00033470851,0.0005873581,0.000548784,0.00045758102],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012079572,0.0005543281,0.0006338849,0.00005988866,0.0014878565,0.011003536,0.0009495759,0.0018384105,0.0014988997],"category_scores_gemma":[0.00012433059,0.00054342864,0.00065898075,0.00008013705,0.0009802233,0.0038810307,0.0004341995,0.0017595412,0.000037687198],"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":[0.0000055264672,0.000008306709,0.000023520583,0.000052147905,0.00018907568,0.00003552143,0.010539061,7.367066e-8,0.0000018624479,0.42737445,0.54370195,0.018068522],"study_design_scores_gemma":[0.00021319259,0.000023986204,0.000008534215,0.00052125694,0.00011643886,0.000008894302,0.0041914233,9.952344e-7,0.000012221107,0.047679972,0.94658506,0.00063801784],"about_ca_topic_score_codex":0.0010999176,"about_ca_topic_score_gemma":0.005582113,"teacher_disagreement_score":0.40288314,"about_ca_system_score_codex":0.00015317075,"about_ca_system_score_gemma":0.00048248554,"threshold_uncertainty_score":0.99981207},"labels":[],"label_agreement":null},{"id":"W3161755478","doi":"10.4337/9781800885349.00011","title":"Rights to do, rights to prevent, and an intersected approach? Lessons from intellectual property, information control and oil and gas","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Law and Human Rights","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":"Intellectual property; Legislature; Political science; Enforcement; Law and economics; Property rights; Battle; Settlement (finance); Private rights; Related rights; Information sharing; Business; Law; Economics; Geography; Finance","score_opus":0.02064572406777387,"score_gpt":0.20883687341386808,"score_spread":0.1881911493460942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161755478","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":[0.06740412,0.00020557005,0.00074631267,0.0015800883,0.00086126575,0.0010565752,0.00012890466,0.0004021725,0.927615],"genre_scores_gemma":[0.5034827,0.00003522058,0.0020936115,0.007733743,0.007979125,0.0002450385,0.0027793508,0.0002970386,0.4753542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976076,0.0000327121,0.00060988736,0.00086854154,0.000464151,0.00041710716],"domain_scores_gemma":[0.99839616,0.000094836076,0.00035998382,0.0004960794,0.000470457,0.00018251495],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040288616,0.0006418775,0.00072251266,0.00071563123,0.000589039,0.009796291,0.0004257588,0.00041227942,0.00021031863],"category_scores_gemma":[0.00008279797,0.00046486396,0.00008159319,0.00006409935,0.00013612352,0.0042324434,0.0007195105,0.0006431475,0.000058025034],"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":[0.00047609233,0.000100981684,0.000025211077,0.0006361407,0.00053017307,0.00006300704,0.009434518,0.0000043088244,0.00008586593,0.7820595,0.059277095,0.1473071],"study_design_scores_gemma":[0.00094955886,0.00006579028,0.00006676149,0.0006574214,0.00022385812,0.000013213024,0.00012663775,0.00039386368,0.00001462558,0.09593004,0.9006697,0.00088851986],"about_ca_topic_score_codex":0.0021285505,"about_ca_topic_score_gemma":0.005945278,"teacher_disagreement_score":0.84139264,"about_ca_system_score_codex":0.00006875992,"about_ca_system_score_gemma":0.00006759982,"threshold_uncertainty_score":0.9997803},"labels":[],"label_agreement":null},{"id":"W3164658296","doi":"10.4337/9781800375772.00019","title":"Stakeholder governance - a framework for the present and the future","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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; Stakeholder; Business; Equity (law); Stakeholder engagement; Stakeholder analysis; Public relations; Accounting; Public administration; Political science; Finance; Law","score_opus":0.03320882974268154,"score_gpt":0.21106109427479605,"score_spread":0.1778522645321145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164658296","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":[0.000052435855,0.01729651,0.0013092402,0.06192613,0.004865399,0.0018065221,0.000097611446,0.00017719975,0.91246897],"genre_scores_gemma":[0.0034358953,0.00079941866,0.00047161704,0.019149614,0.057018384,0.00030429274,0.000121226105,0.0002702103,0.9184293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978017,0.000012079364,0.00041257916,0.00062149845,0.00072544545,0.0004266997],"domain_scores_gemma":[0.9971316,0.0006073746,0.0009424183,0.0009168395,0.0003790461,0.000022732094],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00091405155,0.00048574927,0.00050755637,0.000045495755,0.0006611634,0.0069602868,0.0009773896,0.00045892212,0.0002873972],"category_scores_gemma":[0.0003061148,0.00028449003,0.00032571986,0.00005587003,0.0003097392,0.0012277548,0.00073306175,0.0012066644,0.000023935723],"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":[0.00007530597,0.000003930159,0.000008476818,0.00013066448,0.00012600204,0.000009843074,0.00007547461,0.0000024620642,2.5719373e-7,0.71431065,0.24125902,0.04399793],"study_design_scores_gemma":[0.0006299134,0.000003763181,0.000103648046,0.0003174986,0.00019959162,0.000003785793,0.000117505595,0.00010597589,0.0000010935821,0.19335476,0.80484813,0.00031435498],"about_ca_topic_score_codex":0.00033359686,"about_ca_topic_score_gemma":0.00061500276,"teacher_disagreement_score":0.5635891,"about_ca_system_score_codex":0.000053074993,"about_ca_system_score_gemma":0.000121017074,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W3165113359","doi":"10.4337/9781803929545.00007","title":"A comparative evaluation of established and contemporary deep learning traffic prediction methods","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Traffic Prediction and Management Techniques","field":"Engineering","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":"Overfitting; Computer science; Deep learning; Artificial intelligence; Machine learning; Ensemble learning; Convolutional neural network; Artificial neural network; Intelligent transportation system; Graph; Random forest; Regression; Data mining; Engineering; Mathematics; Theoretical computer science; Transport engineering","score_opus":0.07011099243782978,"score_gpt":0.2986038365413292,"score_spread":0.22849284410349943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165113359","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":[0.00045424953,0.00099835,0.02964729,0.00003176676,0.0013321523,0.0010728486,0.000053039443,0.009153449,0.95725685],"genre_scores_gemma":[0.9015515,0.00030773217,0.009988335,0.00004030479,0.0005743092,0.00029501697,0.0008047,0.00036394654,0.08607416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977368,0.00019324465,0.0006548709,0.00043137005,0.0007546453,0.00022907714],"domain_scores_gemma":[0.9987626,0.00021559118,0.000267203,0.0003044018,0.00033488727,0.000115280374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003209794,0.00039556547,0.0006245631,0.00075276993,0.000100751095,0.00044059148,0.00024718893,0.0004999204,0.000026177955],"category_scores_gemma":[0.00020066102,0.00043973292,0.00013275564,0.00006623711,0.000113854614,0.0007706386,0.00012495356,0.0009990124,0.000006249149],"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":[0.00004418701,0.00001795358,0.000012154404,0.0006665721,0.0011503047,0.000007774432,0.0045874594,0.019732095,0.00030487165,0.021013798,0.11468076,0.8377821],"study_design_scores_gemma":[0.001316664,0.00019695156,0.00028432778,0.00084008614,0.0006344526,0.000009546071,0.0006439055,0.63332003,0.000386614,0.0038593363,0.35769185,0.0008162575],"about_ca_topic_score_codex":0.000010048097,"about_ca_topic_score_gemma":0.00003065572,"teacher_disagreement_score":0.90109724,"about_ca_system_score_codex":0.00016558934,"about_ca_system_score_gemma":0.000092592476,"threshold_uncertainty_score":0.99980545},"labels":[],"label_agreement":null},{"id":"W3165281567","doi":"10.4337/9781800375772.00013","title":"Shareholder value becomes law","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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":"Shareholder; Shareholder value; Normative; Corporate law; Business; Value (mathematics); Shareholder primacy; Law and economics; Accounting; Law; Character (mathematics); Corporate governance; Political science; Sociology; Finance; Computer science; Mathematics","score_opus":0.03125170130351107,"score_gpt":0.20323754040470254,"score_spread":0.17198583910119147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165281567","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":[0.00015590967,0.0005882674,0.000022034541,0.001902347,0.002687431,0.00032015078,0.000049947794,0.00047911526,0.9937948],"genre_scores_gemma":[0.009001269,0.00001918806,0.000113531634,0.01987386,0.010382692,0.000028885794,0.0007945348,0.00031180773,0.9594742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967887,0.000008740994,0.00063637085,0.00096306705,0.0009813186,0.0006218404],"domain_scores_gemma":[0.99753654,0.00007107684,0.0008628184,0.00096426916,0.000514313,0.000050991734],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049307436,0.000722326,0.0007600356,0.00028848546,0.00037767974,0.0084651,0.0010378119,0.00067259924,0.003082534],"category_scores_gemma":[0.0001397686,0.00073596457,0.000489976,0.00007382008,0.00015100732,0.0036995322,0.0010681325,0.0011988437,0.0009658096],"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":[0.000009485666,0.000010631193,0.000027501545,0.00019229481,0.00010420273,0.0001644958,0.00002415743,0.0000032422295,0.000008007617,0.75745857,0.233036,0.008961397],"study_design_scores_gemma":[0.00037253805,0.0000056759286,0.00006386779,0.000583183,0.00014302961,0.000008304366,0.00002663511,0.000024607194,0.00001632435,0.06423285,0.9337012,0.0008217675],"about_ca_topic_score_codex":0.0019616685,"about_ca_topic_score_gemma":0.0021991367,"teacher_disagreement_score":0.70066524,"about_ca_system_score_codex":0.00013712957,"about_ca_system_score_gemma":0.0001790573,"threshold_uncertainty_score":0.99981207},"labels":[],"label_agreement":null},{"id":"W3165526144","doi":"10.4337/9781800375772.00010","title":"Shareholder value - delivery and outcomes","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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 value; Shareholder; Dividend; Debt; Corporate governance; Value (mathematics); Shareholder loan; Business; Shareholder primacy; Socioeconomic status; Share price; Monetary economics; Economics; Finance","score_opus":0.03832354419039485,"score_gpt":0.2104503383297826,"score_spread":0.17212679413938775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165526144","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":[0.0025713337,0.006381703,0.00013365071,0.00075114873,0.002107281,0.00027900087,0.0005648419,0.00019306986,0.987018],"genre_scores_gemma":[0.021867339,0.00060384185,0.001132189,0.0035052283,0.000903835,0.000023944956,0.00022410239,0.00026440332,0.9714751],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694806,0.000016397886,0.0010421838,0.0012246402,0.00016199425,0.0006067316],"domain_scores_gemma":[0.99787277,0.0001252225,0.000748864,0.0008822828,0.000121331854,0.000249518],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006222994,0.0006519997,0.0013230736,0.0005290599,0.00027183793,0.002199284,0.00059031084,0.0009304512,0.00091908756],"category_scores_gemma":[0.00008414289,0.0007723437,0.00043653796,0.000039451475,0.00016483785,0.00091495446,0.0004881038,0.0011107469,0.0003225683],"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":[0.000007272737,0.00001539314,0.00060571724,0.00010298995,0.00024577256,0.0001140996,0.0006878615,0.0000026574985,0.0000015236423,0.9485175,0.03977344,0.009925791],"study_design_scores_gemma":[0.0005456441,0.00002762266,0.001128996,0.00020868896,0.000033520988,0.000027149217,0.000014466398,0.000030250409,0.000009458147,0.03219645,0.964896,0.00088173733],"about_ca_topic_score_codex":0.00061338034,"about_ca_topic_score_gemma":0.00014295171,"teacher_disagreement_score":0.92512256,"about_ca_system_score_codex":0.00019226856,"about_ca_system_score_gemma":0.00013073783,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W3169543806","doi":"10.4337/9781783474028.00028","title":"Cumulative effects assessment and management in Alberta","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Cumulative effects; Legislature; Management system; Function (biology); Environmental planning; Government (linguistics); Environmental resource management; Scale (ratio); Key (lock); Business; Engineering; Operations management; Computer science; Geography; Environmental science; Cartography; Computer security","score_opus":0.014517418103536014,"score_gpt":0.26648167946222756,"score_spread":0.25196426135869154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169543806","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":[0.006077893,0.00007218613,0.0000350516,0.00035200166,0.00041816325,0.000758071,0.000010061077,0.00003764762,0.99223894],"genre_scores_gemma":[0.06881791,0.00019675784,0.0021640847,0.0010784197,0.00015179551,0.0000812239,0.000114531176,0.00012414646,0.9272711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997293,0.00009043746,0.00042685884,0.0008397853,0.0008401197,0.00050983013],"domain_scores_gemma":[0.99887675,0.00018976396,0.00022963347,0.00043632192,0.0000061566716,0.0002613768],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042222565,0.0005201588,0.00053057825,0.000114154194,0.00017316954,0.0006877889,0.00038745557,0.00041798354,0.0010011599],"category_scores_gemma":[0.000027085267,0.00053237577,0.00013683698,0.00003904156,0.00024927498,0.0007222422,0.0014469605,0.00084209617,0.00011612364],"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":[0.00007961795,0.0005445922,0.04957986,0.00097541366,0.0016656154,0.0026394746,0.007086714,0.0001814861,0.00042664882,0.4097875,0.04865807,0.478375],"study_design_scores_gemma":[0.0030389794,0.00027671608,0.20369594,0.0014710751,0.00037229527,0.000030355155,0.00031710276,0.00021108668,0.00012197688,0.071844175,0.7159016,0.0027187134],"about_ca_topic_score_codex":0.0013752399,"about_ca_topic_score_gemma":0.002117239,"teacher_disagreement_score":0.66724354,"about_ca_system_score_codex":0.0012276382,"about_ca_system_score_gemma":0.00003059235,"threshold_uncertainty_score":0.9999121},"labels":[],"label_agreement":null},{"id":"W3171382005","doi":"10.4337/9781789901207.00018","title":"Assessing organization performance in public sector systems: lessons from Canadas MAF and New Zealands PIF","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","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; Performance management; Organizational performance; Public sector; Government (linguistics); Performance measurement; Performance improvement; Organizational systems; Business; Public administration; Political science; Knowledge management; Process management; Public relations; Computer science; Management; Economics; Marketing","score_opus":0.12152531143761568,"score_gpt":0.33606957528203746,"score_spread":0.21454426384442177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171382005","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":[0.0070563415,0.0004307976,0.00009562323,0.013546588,0.0009754964,0.00034577155,0.000103937535,0.00016405876,0.9772814],"genre_scores_gemma":[0.47623566,0.00020078031,0.00014148961,0.00041040714,0.0023214514,0.000011503562,0.0005184316,0.00008115365,0.52007914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966349,0.00024740063,0.0005318498,0.0006634722,0.0012073516,0.0007150299],"domain_scores_gemma":[0.997759,0.0003433838,0.00032702961,0.00037945132,0.00049784075,0.00069333747],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015904409,0.00032261634,0.00047147684,0.00051350286,0.0007918004,0.014728697,0.0006863322,0.00078027375,0.00070487626],"category_scores_gemma":[0.0017988534,0.0003551921,0.000053545304,0.0002318398,0.00021951275,0.0029315436,0.000235327,0.0011394238,0.0000107231945],"study_design_candidate":"not_applicable","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":[0.000007019455,0.000024103738,0.007849787,0.0001316202,0.0001413552,0.00010105401,0.0067688474,0.00000455874,0.00002296656,0.9032369,0.0516962,0.030015558],"study_design_scores_gemma":[0.00034764217,0.000015955527,0.0055311285,0.00048064595,0.000016547525,0.000007656598,0.0016138398,0.0000793341,0.00001071869,0.0022028056,0.9892029,0.0004908028],"about_ca_topic_score_codex":0.054975037,"about_ca_topic_score_gemma":0.08464406,"teacher_disagreement_score":0.93750674,"about_ca_system_score_codex":0.0006090248,"about_ca_system_score_gemma":0.011515719,"threshold_uncertainty_score":0.99989},"labels":[],"label_agreement":null},{"id":"W3172838047","doi":"10.4337/9781783474028.00013","title":"Anatomy of a cumulative effects issue: farmland drainage, watershed landscape change and wetland loss in east-central Saskatchewan, Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","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":"Wetland; Watershed; Geography; Cumulative effects; Drainage; Land use; Agriculture; Water resource management; Environmental protection; Environmental planning; Environmental science; Ecology; Archaeology","score_opus":0.018403581989582512,"score_gpt":0.2065390349335394,"score_spread":0.1881354529439569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172838047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78176606,0.0014016395,0.0000012257509,0.0029808672,0.0011429433,0.0012925809,0.00040251808,0.00010545621,0.21090668],"genre_scores_gemma":[0.9235383,0.0000341573,0.00001684462,0.0007430322,0.0005204355,0.000025592957,0.00076945726,0.000009320846,0.07434283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978115,0.00006725337,0.00043798247,0.0005951523,0.0005817041,0.0005064301],"domain_scores_gemma":[0.99909365,0.00019104758,0.00021168834,0.00011767596,0.000120039644,0.00026589498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789223,0.00042037372,0.0006906888,0.000058270445,0.00010057988,0.00025811163,0.00030972905,0.00041537432,0.00029582073],"category_scores_gemma":[0.00003445753,0.00020435546,0.00012599905,0.00006747274,0.00009536145,0.00024721448,0.000120756165,0.0005353615,0.0000013225343],"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":[0.0015115847,0.0005142178,0.29922402,0.0036254318,0.0015395433,0.007096324,0.04294187,0.000013031255,0.009512467,0.012372505,0.08252775,0.53912127],"study_design_scores_gemma":[0.002888201,0.0003861457,0.20139101,0.0018968337,0.0001787833,0.000041372048,0.002578484,0.00006830843,0.0012429915,0.0013334743,0.7862339,0.0017605141],"about_ca_topic_score_codex":0.1595072,"about_ca_topic_score_gemma":0.82660615,"teacher_disagreement_score":0.70370615,"about_ca_system_score_codex":0.000081229395,"about_ca_system_score_gemma":0.00015156943,"threshold_uncertainty_score":0.8460897},"labels":[],"label_agreement":null},{"id":"W3175911348","doi":"10.4337/9781789902266.00013","title":"The problem of boundaries: the Constitution and the meaning of citizenship","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","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; Citizenship; Politics; Political science; Immigration law; Immigration; Jurisprudence; Constitution; Sociology; Law and economics","score_opus":0.02126122034246254,"score_gpt":0.24875193591425118,"score_spread":0.22749071557178865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175911348","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":[0.00021715653,0.0017958784,0.00020876162,0.002885637,0.00046099903,0.00060341903,0.000016025331,0.00003348398,0.99377865],"genre_scores_gemma":[0.2882676,0.0010829457,0.00048346398,0.0005704041,0.0016094198,0.00006837997,0.00006923362,0.000047229787,0.7078013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978071,0.000373942,0.0005595585,0.00023319447,0.00081057707,0.00021561937],"domain_scores_gemma":[0.9970278,0.0010683507,0.0007019182,0.00034547213,0.0008079849,0.0000484508],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0045933956,0.00018515876,0.00032069738,0.000057210036,0.0024607074,0.0028810562,0.0005501058,0.00029654303,0.00005540168],"category_scores_gemma":[0.0015263424,0.00009381409,0.00017296284,0.000046406894,0.0053109997,0.00030329998,0.000103420454,0.0005876503,0.0000013186204],"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":[0.000022907534,0.0000014142926,0.0000097961,0.000025670392,0.000083236715,3.1403744e-7,0.030314766,6.6325566e-7,0.0000095083615,0.9489205,0.013642118,0.006969089],"study_design_scores_gemma":[0.00018144413,0.000014858617,0.0000055039854,0.00021791922,0.00006715238,0.00000196304,0.0037355,0.000008352704,0.000066785804,0.25039423,0.7452143,0.000092016446],"about_ca_topic_score_codex":0.0018645113,"about_ca_topic_score_gemma":0.019571787,"teacher_disagreement_score":0.73157215,"about_ca_system_score_codex":0.00008119434,"about_ca_system_score_gemma":0.0014841101,"threshold_uncertainty_score":0.99883795},"labels":[],"label_agreement":null},{"id":"W3178611677","doi":"10.4337/9781788119689.ix.27","title":"Chapter IX.27: Regulating the production of shale gas and fracking","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Hydraulic fracturing; Shale gas; Directional drilling; Oil shale; Unconventional oil; Natural gas; Petroleum engineering; Production (economics); Drilling; Methane; Environmental science; Environmental planning; Natural resource economics; Mining engineering; Business; Waste management; Engineering; Economics; Chemistry","score_opus":0.025132471988371038,"score_gpt":0.211226514260287,"score_spread":0.18609404227191595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178611677","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":[0.0020236697,0.00017693774,0.000036036687,0.0033899168,0.0018093926,0.00031100537,0.0000035232615,0.00009433307,0.9921552],"genre_scores_gemma":[0.169961,0.00002911369,0.00060084095,0.013772651,0.009537616,0.00002365148,0.00023824662,0.00017417251,0.8056627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982124,0.000009262456,0.0005033283,0.00046116108,0.0006111307,0.00020272176],"domain_scores_gemma":[0.9982639,0.00005686758,0.00071176956,0.00035504514,0.0005961825,0.000016263273],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00067363476,0.00029392718,0.00029059537,0.00024700165,0.00029147157,0.0018116361,0.00031643556,0.00019345028,0.0005435181],"category_scores_gemma":[0.00039028956,0.00023946309,0.00014269358,0.00003467715,0.00018359486,0.0018156845,0.0003345028,0.00049817533,0.000032743785],"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":[0.000009862261,0.00000649541,0.000056300578,0.0001253531,0.00007605286,0.0000037748714,0.00013341685,0.000004291718,0.00021528447,0.9843918,0.0083182,0.0066591855],"study_design_scores_gemma":[0.00018005373,0.000008976607,0.00011849853,0.0008131791,0.00009842675,0.0000133298945,0.00011558179,0.000547562,0.00030158405,0.06252366,0.93490744,0.00037168336],"about_ca_topic_score_codex":0.00013763506,"about_ca_topic_score_gemma":0.00010477665,"teacher_disagreement_score":0.92658925,"about_ca_system_score_codex":0.00003845099,"about_ca_system_score_gemma":0.000039694605,"threshold_uncertainty_score":0.9992246},"labels":[],"label_agreement":null},{"id":"W3184641484","doi":"10.4337/9781783479689.00021","title":"Good faith as a core principle","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal principles and applications","field":"Social Sciences","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":"Supreme court; Jurisprudence; Political science; Discretion; Law; Faith; Norm (philosophy); Paragraph; Context (archaeology); Law and economics; Sociology; History; Epistemology; Philosophy","score_opus":0.050171248624711055,"score_gpt":0.31250178795765615,"score_spread":0.2623305393329451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184641484","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":[0.00018800686,0.00023638949,0.00006504191,0.0033915567,0.0008201459,0.0006099279,0.00010463574,0.00042288695,0.9941614],"genre_scores_gemma":[0.010506614,0.000059652928,0.0006797182,0.0011905812,0.0025633208,0.000069729416,0.00018107066,0.00011618695,0.98463315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966606,0.00007000746,0.00053746306,0.00082235254,0.001250058,0.0006595413],"domain_scores_gemma":[0.9974726,0.00023495106,0.00044586297,0.00087668747,0.00048650266,0.00048343433],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011893172,0.00041116,0.00054223824,0.00015421648,0.0011060069,0.003319625,0.0012812039,0.00087629515,0.0018753244],"category_scores_gemma":[0.0006586321,0.0004318204,0.00037661416,0.00006885703,0.00035576304,0.00062098855,0.00057251455,0.0013831892,0.0005452132],"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":[0.0000035385883,0.000013626103,0.00001767393,0.00002346508,0.00007019219,0.000034044922,0.0022775074,7.981695e-7,0.000008993663,0.96677434,0.023076287,0.0076995236],"study_design_scores_gemma":[0.000155721,0.000019886631,0.00002165938,0.00015583934,0.000056575078,0.0000061937203,0.0003563774,0.0000028600532,0.000016196575,0.0647903,0.93394685,0.00047153406],"about_ca_topic_score_codex":0.0024161616,"about_ca_topic_score_gemma":0.0054639103,"teacher_disagreement_score":0.91087055,"about_ca_system_score_codex":0.00041789495,"about_ca_system_score_gemma":0.002171348,"threshold_uncertainty_score":0.9998134},"labels":[],"label_agreement":null},{"id":"W3191786494","doi":"10.4337/9781786437471.00011","title":"The evolution of corporate rescue in Canada and the United States","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Insolvency and Governance","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":"Bankruptcy; Restructuring; Receivership; Legislation; Creditor; Debtor; Business; Context (archaeology); Insolvency; Statute; Arrears; Market economy; Finance; Debt; Political science; Economics; Law","score_opus":0.017086543515918266,"score_gpt":0.17197949932274795,"score_spread":0.15489295580682969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191786494","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":[0.059791565,0.005712256,0.00007087086,0.00815263,0.002747808,0.0011427988,0.00011566271,0.00009156272,0.9221749],"genre_scores_gemma":[0.6328757,0.00061753625,0.000039585666,0.0037514416,0.0018814171,0.00005580188,0.0005135562,0.00017235032,0.36009264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829906,0.000031017407,0.00055140135,0.0003164225,0.00052588375,0.00027621107],"domain_scores_gemma":[0.997706,0.0003032931,0.0010900492,0.000440227,0.00044573346,0.000014710926],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011353974,0.00027097447,0.00036990465,0.0001632666,0.00025725682,0.0011543994,0.00054081983,0.00013860314,0.000021687834],"category_scores_gemma":[0.0003357902,0.00017746152,0.00007528726,0.00014168247,0.00026970982,0.0005937867,0.00038975058,0.00069050875,0.0000025125578],"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":[0.00014751962,0.0000038306066,0.0013922375,0.00016585799,0.00006792504,0.00004791945,0.000078545905,0.00015751777,0.000002398773,0.96166784,0.0313312,0.0049372227],"study_design_scores_gemma":[0.00078937114,0.000003835725,0.002425763,0.00054944836,0.000059948023,0.000003151382,0.00038249136,0.0017343444,0.0000037548625,0.14367834,0.8500574,0.0003121191],"about_ca_topic_score_codex":0.95405924,"about_ca_topic_score_gemma":0.9832599,"teacher_disagreement_score":0.81872624,"about_ca_system_score_codex":0.0003699504,"about_ca_system_score_gemma":0.0010054401,"threshold_uncertainty_score":0.9998825},"labels":[],"label_agreement":null},{"id":"W3195602121","doi":"10.4337/9781788119689.ix.16","title":"Chapter IX.16: Governance of the energy markets in Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Jurisdiction; Business; Corporate governance; Greenhouse gas; International trade; Natural resource economics; Production (economics); Natural resource; Electricity; Natural gas; Economy; Economics; Finance; Political science; Engineering","score_opus":0.013448641029560613,"score_gpt":0.2046331047416043,"score_spread":0.19118446371204367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195602121","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":[0.0002963297,0.00089606695,0.0000024126016,0.0071853492,0.0015322905,0.00014765389,0.00052826235,0.0000138339565,0.9893978],"genre_scores_gemma":[0.15789886,0.00020931622,0.000010531036,0.004976178,0.0007054806,0.000008499564,0.0000078690655,0.000050360984,0.8361329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709964,0.00010252085,0.000500331,0.0004703093,0.001247687,0.00057949626],"domain_scores_gemma":[0.99806654,0.00022173047,0.0006519526,0.0006571887,0.0001734201,0.00022916646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056581385,0.00030434312,0.0004679153,0.00006527803,0.00024124443,0.00032567955,0.0012751704,0.00037309914,0.000870327],"category_scores_gemma":[0.0006617275,0.0002925944,0.00021665159,0.00006882077,0.0003341808,0.00032513196,0.00026038766,0.0007409304,0.0000024637488],"study_design_candidate":"not_applicable","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":[0.0000071300456,0.0000021791686,0.00009624896,0.00001870769,0.000028900453,0.00004113701,0.00065160403,0.00000144775,0.0000014841104,0.80936456,0.16898589,0.02080074],"study_design_scores_gemma":[0.00014120733,0.0000033867002,0.0011564087,0.00046463875,0.000013245061,0.0000028508935,0.00009179525,0.0000018355558,0.000046694622,0.008217319,0.98954576,0.0003148372],"about_ca_topic_score_codex":0.996384,"about_ca_topic_score_gemma":0.9997692,"teacher_disagreement_score":0.8205599,"about_ca_system_score_codex":0.0025520667,"about_ca_system_score_gemma":0.009562853,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W3201824950","doi":"10.4337/9781789905021.00021","title":"COVID-19: short- and long-term impacts on work and well-being","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"COVID-19 and Mental Health","field":"Psychology","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":"Public relations; Workforce; Context (archaeology); Psychosocial; Work (physics); Pandemic; Psychology; Business; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Engineering; Geography","score_opus":0.05524587629441735,"score_gpt":0.35267057526294193,"score_spread":0.2974246989685246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201824950","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":[0.017821005,0.0040448694,0.00007796298,0.0034490253,0.0031351454,0.00096789724,0.000052528445,0.00034555272,0.970106],"genre_scores_gemma":[0.17606765,0.00035545195,0.00008101185,0.04127653,0.0020357866,0.00006585804,0.0003758552,0.000335039,0.77940685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963134,0.00013980856,0.00065530086,0.0014267984,0.00058012444,0.0008845665],"domain_scores_gemma":[0.99611676,0.0007456813,0.00027815427,0.0009508044,0.000081181,0.0018274413],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010244858,0.0007468552,0.0008303834,0.00049955305,0.00043375356,0.0013973257,0.00041236682,0.0010747389,0.002143792],"category_scores_gemma":[0.00037951572,0.000758937,0.00019372576,0.000051420593,0.00025711567,0.00030869944,0.0004787628,0.0017979563,0.00007117933],"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":[0.0010988449,0.00016790253,0.028552882,0.0030773599,0.0010249005,0.004615568,0.015389863,0.0000013294283,0.000019679219,0.5233319,0.15859611,0.26412368],"study_design_scores_gemma":[0.0013111581,0.00035588213,0.011027816,0.0012344929,0.00018039891,0.00023012492,0.00013451869,6.652155e-7,0.000013445828,0.005550803,0.9788478,0.0011128935],"about_ca_topic_score_codex":0.0003021008,"about_ca_topic_score_gemma":0.0006308528,"teacher_disagreement_score":0.8202517,"about_ca_system_score_codex":0.0008761533,"about_ca_system_score_gemma":0.0012324108,"threshold_uncertainty_score":0.99963933},"labels":[],"label_agreement":null},{"id":"W3201901699","doi":"10.4337/9781789902266.00025","title":"Populism and the failure to acknowledge the human rights of migrants","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human rights; Populism; Psychological nativism; Political science; Law; International human rights law; Politics; Sovereignty; Citizenship; Fundamental rights; Human rights movement; Sociology; Right to property","score_opus":0.018759511058512767,"score_gpt":0.2674563790296911,"score_spread":0.24869686797117835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201901699","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":[0.0030473878,0.0006513641,0.000038710048,0.004262489,0.0007866046,0.0007692989,0.000026431468,0.00006537002,0.99035233],"genre_scores_gemma":[0.09085221,0.000031036667,0.00010140213,0.00056463195,0.002116142,0.000036624828,0.00007064187,0.000039465314,0.90618783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775344,0.00029404514,0.00048198472,0.00040209157,0.0007819983,0.00028646845],"domain_scores_gemma":[0.9980474,0.0002670982,0.00033609194,0.0005182956,0.0006919526,0.00013912322],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019477265,0.00027918373,0.00043353284,0.00014025645,0.0018600865,0.0016583684,0.0008334499,0.00046425694,0.0003721288],"category_scores_gemma":[0.00056374597,0.00015966308,0.00022822928,0.000058416503,0.0006881895,0.00045525347,0.00015500523,0.0006759855,0.000023818378],"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":[0.0000074860036,0.0000041123167,0.0000074071113,0.000013244009,0.000050293984,0.0000011153675,0.032727234,1.11824534e-7,0.000015178353,0.8162177,0.14900677,0.0019493358],"study_design_scores_gemma":[0.00023637948,0.000017474436,0.00004003682,0.00019803928,0.00006227939,0.000001335858,0.0008083487,0.0000018196712,0.00005527481,0.0863528,0.9120388,0.00018739504],"about_ca_topic_score_codex":0.005733712,"about_ca_topic_score_gemma":0.29375294,"teacher_disagreement_score":0.763032,"about_ca_system_score_codex":0.00008614977,"about_ca_system_score_gemma":0.00025331447,"threshold_uncertainty_score":0.99943936},"labels":[],"label_agreement":null},{"id":"W3206327354","doi":"10.4337/9781788978262.00005","title":"Judges and technology","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Dispute Resolution and Class Actions","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":"Technological change; Pace; Context (archaeology); Function (biology); Economic Justice; Political science; Law and economics; Service (business); Law; Business; Sociology; Computer science; Marketing; History; Artificial intelligence; Geography","score_opus":0.01752950415817788,"score_gpt":0.20481409198638365,"score_spread":0.18728458782820576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206327354","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":[0.00006981528,0.0007338081,0.000046590212,0.007065569,0.0009632096,0.00016828606,0.000009487423,0.0005536373,0.9903896],"genre_scores_gemma":[0.006289091,0.00005582689,0.00016763563,0.003103453,0.002711374,0.000025103938,0.00018404436,0.00012816269,0.9873353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841946,0.0000036818083,0.00031898567,0.00056544336,0.00034671612,0.0003456867],"domain_scores_gemma":[0.99877775,0.00003072023,0.0002951094,0.00046870476,0.00039683247,0.000030896248],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023163272,0.0003558624,0.0003927852,0.0008262936,0.000311901,0.0036890854,0.0003849654,0.00065895123,0.0009435284],"category_scores_gemma":[0.00023068568,0.0003686751,0.00012715177,0.00009116754,0.00018166655,0.0012380972,0.000705097,0.0008345667,0.00028267666],"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":[0.000002245724,0.0000071475,0.000055971006,0.00008714776,0.00006800735,0.000029512681,0.000005660979,1.805981e-7,0.000013605057,0.82436186,0.13551304,0.039855592],"study_design_scores_gemma":[0.00019995749,0.0000038703156,0.00004161898,0.00015580154,0.000095823234,0.000017313818,0.00007576347,0.00003074173,0.0000046768578,0.04291725,0.95608395,0.0003732228],"about_ca_topic_score_codex":0.000053046413,"about_ca_topic_score_gemma":0.00023589176,"teacher_disagreement_score":0.8205709,"about_ca_system_score_codex":0.000067426125,"about_ca_system_score_gemma":0.00009523421,"threshold_uncertainty_score":0.9999697},"labels":[],"label_agreement":null},{"id":"W3206704455","doi":"10.4337/9781800883451.00077","title":"Poverty in Russia: a bird’s-eye view of trends and dynamics in the past quarter of a century","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Income, Poverty, and Inequality","field":"Social Sciences","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":"Foreign, Commonwealth and Development Office","keywords":"Poverty; Quarter (Canadian coin); Development economics; Poverty rate; Distribution (mathematics); Population; Geography; Demographic economics; Economics; Economic growth; Demography; Sociology","score_opus":0.02605664829125853,"score_gpt":0.27512969086414085,"score_spread":0.24907304257288232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206704455","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":[0.0013825835,0.00022389056,0.000004353819,0.003205571,0.00078281364,0.0003390969,0.00015874674,0.00007598155,0.993827],"genre_scores_gemma":[0.7499487,0.0010090615,0.00015376834,0.0020933247,0.001420482,0.000063826024,0.00016453685,0.00024624323,0.2449001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687994,0.0003586804,0.00089675107,0.0004309149,0.00096840964,0.00046528637],"domain_scores_gemma":[0.99838996,0.0003956843,0.0005267127,0.00047178083,0.00012635387,0.00008948593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038153476,0.00031412527,0.0007583996,0.0006336116,0.00013392697,0.00036060996,0.0008512083,0.0006518894,0.00007751294],"category_scores_gemma":[0.00028604167,0.00024133376,0.00022096849,0.00021277691,0.00041436392,0.00049206533,0.00018721783,0.0009343447,0.0000052903233],"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":[0.00004977364,0.0000615709,0.008727111,0.00030959392,0.00006380061,0.000026034115,0.03404979,4.848023e-7,0.0000012362074,0.90572494,0.011924638,0.039061006],"study_design_scores_gemma":[0.0021409693,0.00033449792,0.052160826,0.0022786132,0.00016645233,0.0000048799016,0.018116495,0.00017060424,0.0000023291484,0.16214709,0.76096183,0.001515397],"about_ca_topic_score_codex":0.013253049,"about_ca_topic_score_gemma":0.08571284,"teacher_disagreement_score":0.7490372,"about_ca_system_score_codex":0.00031786866,"about_ca_system_score_gemma":0.00028208934,"threshold_uncertainty_score":0.9933178},"labels":[],"label_agreement":null},{"id":"W3208772360","doi":"10.4337/9781789906530.00012","title":"Fan response to the analytics revolution in hockey: possession metrics and NHL attendance","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","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":"League; Attendance; Analytics; Coaching; Advertising; Engineering; History; Psychology; Political science; Business; Computer science; Data science","score_opus":0.03804189351125864,"score_gpt":0.22667293908163935,"score_spread":0.1886310455703807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208772360","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":[0.0269591,0.016852263,0.0034099736,0.014276742,0.0035331827,0.0011534095,0.0008180646,0.00013797483,0.9328593],"genre_scores_gemma":[0.32084456,0.0012268834,0.0007699753,0.00224507,0.0008990955,0.000026782898,0.00013902027,0.00016380982,0.67368484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728984,0.000029460985,0.0010765218,0.00090626354,0.00021373446,0.00048417947],"domain_scores_gemma":[0.9977697,0.00020455265,0.0007000187,0.00094073784,0.00017856523,0.00020643511],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033261466,0.00041617377,0.0008021127,0.0012143368,0.0002520708,0.0013904233,0.0006087347,0.00050913275,0.00019492963],"category_scores_gemma":[0.0009109681,0.00039769645,0.00019723336,0.0002860062,0.00008895484,0.0004925644,0.0004218687,0.0011009926,0.000091508584],"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":[0.00040411245,0.00006344169,0.020925544,0.0002718281,0.00032039985,0.00022415088,0.002496971,0.0006819087,0.000018555478,0.84370494,0.10431017,0.026578005],"study_design_scores_gemma":[0.00031576015,0.00006677088,0.0114172045,0.0003387186,0.000025464604,0.000015125091,0.00006315944,0.0021665806,0.0000072432,0.01049249,0.97450215,0.0005893433],"about_ca_topic_score_codex":0.00046758904,"about_ca_topic_score_gemma":0.0008704856,"teacher_disagreement_score":0.870192,"about_ca_system_score_codex":0.0004264697,"about_ca_system_score_gemma":0.00017050936,"threshold_uncertainty_score":0.9998475},"labels":[],"label_agreement":null},{"id":"W3209186008","doi":"10.4337/9781839103285.00016","title":"Decentralization and subnational politics in North America","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decentralization; Politics; Revenue sharing; Revenue; State (computer science); Ideology; Local government; Democracy; Economic policy; Political science; Tax revenue; Political economy; Government (linguistics); Economics; Public economics; Market economy; Public administration; Finance","score_opus":0.019136524585325623,"score_gpt":0.2446976355522776,"score_spread":0.22556111096695197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209186008","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":[0.0012206482,0.00046229016,0.0007170808,0.0014247469,0.0006159701,0.00030110826,0.000071614435,0.000082657076,0.9951039],"genre_scores_gemma":[0.065938845,0.0025340202,0.00065506843,0.0031498629,0.0016601159,0.000021770382,0.0014579288,0.000106567306,0.92447585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978219,0.00006948552,0.00036113625,0.00039705247,0.00094367604,0.00040669373],"domain_scores_gemma":[0.999081,0.000108216205,0.00023572768,0.00016738266,0.00023935155,0.00016830162],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002785026,0.00020851182,0.00026453516,0.00015001617,0.00027733218,0.0010752635,0.00022794324,0.00036126107,0.0002766564],"category_scores_gemma":[0.000519242,0.00024325428,0.0000655662,0.00008660222,0.00022252406,0.0006884712,0.00009526757,0.0003374925,0.000012000687],"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":[0.0000043438845,0.000013453478,0.0046536787,0.000024028368,0.000018566221,0.00002155945,0.0035202182,0.00001925505,5.3614025e-7,0.96912956,0.009639493,0.012955328],"study_design_scores_gemma":[0.00021007459,0.000010946337,0.002313846,0.00010187124,0.000019396444,9.867297e-7,0.00028015146,0.00004164468,0.000003124922,0.014961795,0.98177236,0.00028378042],"about_ca_topic_score_codex":0.00090942846,"about_ca_topic_score_gemma":0.011074442,"teacher_disagreement_score":0.97213286,"about_ca_system_score_codex":0.0005086715,"about_ca_system_score_gemma":0.0006577965,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W3210157065","doi":"10.4337/9781788977203.00027","title":"Indigenous land conflict and the underlying life of laws: lessons from the Ipperwash Crisis","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Peoples' Rights and Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; State (computer science); Lifeworld; Law; Political science; Power (physics); Sociology; Social science; Ecology","score_opus":0.06126079219438464,"score_gpt":0.2909655280810712,"score_spread":0.22970473588668655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210157065","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":[0.0033033919,0.0071774567,0.00004460801,0.0124717625,0.0010576546,0.00092999305,0.00031377916,0.00011920652,0.97458214],"genre_scores_gemma":[0.2786339,0.0053199623,0.00026695372,0.0100196535,0.004984875,0.00007420929,0.0003041493,0.00029503438,0.70010126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665475,0.00042011862,0.0006006035,0.0005819697,0.0011022993,0.0006402775],"domain_scores_gemma":[0.99623716,0.0017765934,0.00060625834,0.0007581393,0.000389604,0.00023225672],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026611816,0.00041079213,0.00080342777,0.00009438669,0.003129986,0.003381531,0.0013084922,0.00075172924,0.0004019889],"category_scores_gemma":[0.0004200779,0.00023999326,0.00033787487,0.000055042063,0.0014470725,0.00037242565,0.00034177213,0.0012289399,0.0000122054425],"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":[0.00003353408,0.000011605529,0.00008727576,0.000027786997,0.00046041445,0.00001919717,0.21958196,0.0000011505246,0.0000018086237,0.75852484,0.01596358,0.0052868687],"study_design_scores_gemma":[0.00057539245,0.000020449872,0.000101715224,0.00019305683,0.00024562702,0.0000034783016,0.010866604,0.0000016625506,0.000006790551,0.025297137,0.9623296,0.00035843978],"about_ca_topic_score_codex":0.11477494,"about_ca_topic_score_gemma":0.16480087,"teacher_disagreement_score":0.9463661,"about_ca_system_score_codex":0.00012501655,"about_ca_system_score_gemma":0.0020291372,"threshold_uncertainty_score":0.9981678},"labels":[],"label_agreement":null},{"id":"W3210586995","doi":"10.4337/9781789906530.00018","title":"The age-performance profile of professional and recreational marathon runners","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","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":"Pension; German; Homogeneous; Recreation; Productivity; Psychology; Political science; Demographic economics; Demography; Geography; Sociology; Law; Economic growth; Economics; Mathematics","score_opus":0.03236655837102147,"score_gpt":0.27792436286603084,"score_spread":0.24555780449500936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210586995","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":[0.009621637,0.00068967405,0.0000017867841,0.0012480265,0.0017509327,0.0004421288,0.000027902832,0.000058303878,0.9861596],"genre_scores_gemma":[0.016419014,0.00030610603,0.00028676016,0.00023359098,0.00093308813,0.000027810469,0.00016075757,0.000038696206,0.9815942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978189,0.00007147014,0.00038302716,0.00032147026,0.0010249584,0.00038017743],"domain_scores_gemma":[0.99855155,0.00026672048,0.00039522938,0.0002740719,0.0003409475,0.00017148172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017832879,0.0002284903,0.0003080826,0.00010562359,0.0008913826,0.0007117521,0.0004285344,0.00044101747,0.00029057864],"category_scores_gemma":[0.00048584037,0.00017445345,0.00011736823,0.00003981961,0.0005312631,0.00055698614,0.00016592248,0.00063265534,0.000008503388],"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":[0.000064823624,0.000017190674,0.00031574143,0.000084277824,0.0001070141,0.000022336502,0.004668242,5.251018e-7,0.000046186866,0.78698486,0.13320914,0.07447964],"study_design_scores_gemma":[0.00016061733,0.000026593234,0.00081386964,0.0005023454,0.000030709616,0.0000034000402,0.00028268306,0.0000026952962,0.000068346606,0.003305325,0.994591,0.00021239037],"about_ca_topic_score_codex":0.00017128153,"about_ca_topic_score_gemma":0.0006462594,"teacher_disagreement_score":0.8613819,"about_ca_system_score_codex":0.00012233833,"about_ca_system_score_gemma":0.0016032001,"threshold_uncertainty_score":0.7114005},"labels":[],"label_agreement":null},{"id":"W3215934206","doi":"10.4337/9781788976817.00010","title":"Internationalization of location-bound resources: cases from Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Internationalization; Point (geometry); Economic geography; Business; Longitudinal study; Political science; Public relations; Marketing; Regional science; Sociology; Geography; International trade; Statistics","score_opus":0.020056842811436604,"score_gpt":0.20268473660577985,"score_spread":0.18262789379434324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215934206","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":[0.0045369826,0.00046852088,0.00049430295,0.0009903816,0.0028583563,0.00020424777,0.00017477843,0.00008278194,0.9901897],"genre_scores_gemma":[0.4991578,0.000011201031,0.00013477377,0.0044016717,0.008136735,0.000021125823,0.005129878,0.0001694927,0.48283735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976078,0.000007354432,0.00064816646,0.00047079142,0.0010673298,0.00019855122],"domain_scores_gemma":[0.99609256,0.00018683975,0.0009220372,0.0003785393,0.0023988578,0.00002119166],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021794846,0.00033937747,0.00039892393,0.00035557628,0.00014981342,0.001877774,0.0006346877,0.0002519361,0.0017123997],"category_scores_gemma":[0.0007144496,0.00036000222,0.00012359773,0.00007604629,0.00007410982,0.0012239104,0.00033908102,0.00033490438,0.000029147166],"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":[0.00005767396,0.000024103962,0.0008075681,0.00035413302,0.00038204473,0.00015336377,0.0000944872,0.00022349755,0.00003134571,0.8713705,0.12031325,0.0061880415],"study_design_scores_gemma":[0.0002595932,0.0000028314112,0.0011554589,0.0008341311,0.00010609646,0.0000050005906,0.000062169915,0.00037533327,0.000033202217,0.019016987,0.9777356,0.00041360498],"about_ca_topic_score_codex":0.5991699,"about_ca_topic_score_gemma":0.5038333,"teacher_disagreement_score":0.85742235,"about_ca_system_score_codex":0.00027246514,"about_ca_system_score_gemma":0.00067065994,"threshold_uncertainty_score":0.9998852},"labels":[],"label_agreement":null},{"id":"W3217364561","doi":"10.4337/9781788118286.00009","title":"Introduction to Business Law and Economics for Civil Law Systems","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","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":"Civil law (Civil law); Comparative law; Commercial law; Law; Public law; Political science; Divergence (linguistics); Private law; Principal (computer security); Empirical legal studies; Economic law; Common law; Law and economics; Sociology; Computer science","score_opus":0.026782521305272235,"score_gpt":0.19349332545033054,"score_spread":0.16671080414505832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217364561","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":[0.00022660282,0.0022618035,0.0012321407,0.0026776318,0.012957454,0.0013075537,0.0012540426,0.00014838087,0.9779344],"genre_scores_gemma":[0.06452932,0.0006232842,0.0011046992,0.0068426467,0.051448897,0.00057294994,0.001422915,0.0008966735,0.8725586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959604,0.000017946262,0.0017057661,0.0016216853,0.00006389049,0.0006303187],"domain_scores_gemma":[0.9970849,0.00012986902,0.0011367947,0.0009794132,0.00032066624,0.00034836138],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015821819,0.00054376,0.0017100399,0.00037120839,0.00041939344,0.0042994814,0.0005486456,0.00090604473,0.00013441114],"category_scores_gemma":[0.00020300048,0.0008298053,0.00029801115,0.000038919596,0.0002459363,0.0010979513,0.00031105638,0.00045972614,0.00021762168],"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":[0.000026466507,0.000010609674,0.000015722077,0.00030428523,0.000237529,0.0000028450074,0.0002587655,0.00009614252,0.0000015165647,0.9606703,0.037894335,0.0004814751],"study_design_scores_gemma":[0.00044400032,0.000048656915,0.000008385412,0.00014027033,0.000032239524,0.00002232337,0.000034965036,0.00009902676,0.000006873215,0.17743841,0.82095695,0.0007679311],"about_ca_topic_score_codex":0.003661846,"about_ca_topic_score_gemma":0.005176193,"teacher_disagreement_score":0.7832319,"about_ca_system_score_codex":0.00060765614,"about_ca_system_score_gemma":0.0001201971,"threshold_uncertainty_score":0.9994153},"labels":[],"label_agreement":null},{"id":"W349097522","doi":"10.4337/9781782549048","title":"Handbook of Organizational and Entrepreneurial Ingenuity","year":2014,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Competitive and Knowledge Intelligence","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":"McMaster University","funders":"","keywords":"Ingenuity; Business; Management; Economics; Epistemology; Philosophy","score_opus":0.012465958562027146,"score_gpt":0.19516951288293907,"score_spread":0.18270355432091193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W349097522","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":[0.0005486833,0.00046480465,0.0011667943,0.00012267649,0.0015678906,0.00027089033,0.000017807988,0.00014586486,0.9956946],"genre_scores_gemma":[0.026688034,0.000030411124,0.0003074717,0.0015867288,0.019612415,0.000019883084,0.00047421825,0.00019925981,0.9510816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981867,0.000019803318,0.0004990355,0.0005324707,0.00048152477,0.00028045784],"domain_scores_gemma":[0.9980363,0.00018668779,0.000563612,0.00036670873,0.0008161412,0.00003054177],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005367687,0.00035065305,0.0004922782,0.00041645305,0.00015798635,0.0013780606,0.00057386485,0.00032618712,0.00063658715],"category_scores_gemma":[0.000891102,0.00035586965,0.00012502486,0.000084531515,0.00020264828,0.0008137622,0.00077994564,0.00047065655,0.00018821664],"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":[0.000085774445,0.000064149695,0.004118767,0.001474645,0.0002342245,0.000018733173,0.00041481206,0.0000038250187,0.0003113586,0.42610726,0.5178651,0.049301345],"study_design_scores_gemma":[0.00026946934,0.000011834842,0.00015842445,0.0006340345,0.00010148143,0.000003353269,0.000009165928,0.00008216666,0.00034705971,0.05386505,0.94413596,0.00038199415],"about_ca_topic_score_codex":0.000078125755,"about_ca_topic_score_gemma":0.00021857502,"teacher_disagreement_score":0.42627087,"about_ca_system_score_codex":0.000063065345,"about_ca_system_score_gemma":0.00025672998,"threshold_uncertainty_score":0.9998893},"labels":[],"label_agreement":null},{"id":"W359493670","doi":"10.4337/9781781954997","title":"Handbook of the International Political Economy of Trade","year":2014,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":23,"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; International trade; Economics; Political science; Law","score_opus":0.04033953189649035,"score_gpt":0.19507575683692502,"score_spread":0.15473622494043465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W359493670","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":[0.00012311582,0.00043114988,0.00017572592,0.002853114,0.0021779942,0.00023084343,0.0006210004,0.000027894574,0.99335915],"genre_scores_gemma":[0.21078569,0.00004123607,0.0013211002,0.009434668,0.004059269,0.000056045104,0.00034517155,0.00029272158,0.7736641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997546,0.00001847143,0.0014016983,0.0005108958,0.00008733315,0.0004356064],"domain_scores_gemma":[0.99756086,0.00013796962,0.0013298134,0.0007697472,0.00005428355,0.0001473379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073966983,0.0003121523,0.00091394223,0.0002806475,0.000061288265,0.00034471517,0.0018049737,0.0005493239,0.00021636012],"category_scores_gemma":[0.0002133853,0.00031651199,0.00060245174,0.000029918721,0.0002781901,0.00037670304,0.0003375691,0.00063645997,0.00007461311],"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":[0.000007719887,0.000019611789,0.0006915172,0.00009160776,0.00018134869,4.920868e-7,0.00009753236,0.000004500129,0.000002106309,0.8635081,0.13507496,0.0003204988],"study_design_scores_gemma":[0.00029120193,0.000021959442,0.00018391543,0.0001269551,0.000015425758,0.0000045955117,0.000008643613,0.000080078615,0.00017108057,0.35492373,0.6439714,0.00020102278],"about_ca_topic_score_codex":0.000072517854,"about_ca_topic_score_gemma":0.000025742613,"teacher_disagreement_score":0.5088964,"about_ca_system_score_codex":0.0004230652,"about_ca_system_score_gemma":0.00026518968,"threshold_uncertainty_score":0.9999287},"labels":[],"label_agreement":null},{"id":"W363145262","doi":"10.4337/9781849806602","title":"Research Handbook on the Interpretation and Enforcement of Intellectual Property under WTO Rules","year":2010,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Interpretation (philosophy); Enforcement; Intellectual property; Property (philosophy); Law and economics; Political science; Computer science; Epistemology; Law; Sociology; Philosophy; Programming language","score_opus":0.05949289323052197,"score_gpt":0.31517950447752374,"score_spread":0.25568661124700176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W363145262","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":[0.00018146417,0.000107163774,0.00017862617,0.006961427,0.00062757195,0.0009753317,0.00001891101,0.00009918948,0.9908503],"genre_scores_gemma":[0.15996903,0.00004831584,0.00017238241,0.00053861307,0.000761867,0.00004510139,0.000056671175,0.00007505927,0.83833295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634534,0.0006718023,0.00043980876,0.0004577808,0.0016396664,0.00044560185],"domain_scores_gemma":[0.9962045,0.0021427895,0.00025256976,0.00046856567,0.0007725562,0.00015903945],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004274944,0.00024745302,0.00030175483,0.00041245297,0.0009553164,0.0019461407,0.0010042546,0.0005377479,0.0017794174],"category_scores_gemma":[0.0037830952,0.00015724899,0.00008149658,0.00014464193,0.0016779602,0.0004656412,0.0003338218,0.0019803047,0.00007730745],"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":[0.000031181477,0.000016050517,0.0000036738156,0.000038716833,0.00006038186,9.4288066e-7,0.031680968,0.0000026086498,0.000032201002,0.75030184,0.20993741,0.00789402],"study_design_scores_gemma":[0.00014164617,0.00008400053,0.000009332705,0.00047600627,0.000023889057,8.651916e-7,0.0018980539,0.00003121306,0.0004271153,0.031726893,0.9649688,0.00021219987],"about_ca_topic_score_codex":0.0010370717,"about_ca_topic_score_gemma":0.0032997765,"teacher_disagreement_score":0.75503135,"about_ca_system_score_codex":0.00041279936,"about_ca_system_score_gemma":0.0018491448,"threshold_uncertainty_score":0.9991331},"labels":[],"label_agreement":null},{"id":"W369115576","doi":"10.4337/9781781007341","title":"Handbook on the Law of Cultural Heritage and International Trade","year":2014,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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":"Cultural heritage; Law; Political science; International trade; Law and economics; Economics","score_opus":0.036820446097276555,"score_gpt":0.23025852804943922,"score_spread":0.19343808195216267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W369115576","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":[0.00011642958,0.00010107513,0.00007882545,0.005269435,0.0021175565,0.00024033585,0.00004403791,0.00010418295,0.9919281],"genre_scores_gemma":[0.18906404,0.000026738575,0.00017000987,0.018343387,0.014937999,0.000039301827,0.00056901167,0.00014138932,0.7767081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982511,0.00001941415,0.0004522643,0.00039429258,0.00063635,0.00024660936],"domain_scores_gemma":[0.9987724,0.00023505381,0.0005215102,0.0003088911,0.00013941622,0.00002277396],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005405616,0.00033392065,0.00035502747,0.00015856377,0.00019483294,0.0025730992,0.000983836,0.0002718757,0.0001785458],"category_scores_gemma":[0.00038640323,0.00023883338,0.00018304758,0.000023543618,0.00055040617,0.0011047372,0.00029241218,0.00062085874,0.000037959016],"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":[0.000017938717,0.000012723974,0.00001795378,0.00008476088,0.000092696966,0.000003044052,0.00010355235,0.0000025556992,0.000011775106,0.68635905,0.31229752,0.0009964277],"study_design_scores_gemma":[0.00032761574,0.00001629811,0.0000716406,0.00041839824,0.000054933655,0.0000034955433,0.000070711794,0.00020807816,0.00002992826,0.05407968,0.94444203,0.0002771559],"about_ca_topic_score_codex":0.00015352464,"about_ca_topic_score_gemma":0.0001442396,"teacher_disagreement_score":0.6322794,"about_ca_system_score_codex":0.00008509573,"about_ca_system_score_gemma":0.000048052974,"threshold_uncertainty_score":0.9984623},"labels":[],"label_agreement":null},{"id":"W37596324","doi":"10.4337/9781781953860","title":"Secrecy, National Security and the Vindication of Constitutional Law","year":2013,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Law, Rights, and Freedoms","field":"Social Sciences","cited_by":36,"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":"Secrecy; Law; Terrorism; Political science; National security; Legislature","score_opus":0.017001823667959128,"score_gpt":0.24750708906433797,"score_spread":0.23050526539637883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37596324","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":[0.00002514216,0.00033670472,0.0013246462,0.0016263723,0.0009903666,0.00060237775,0.00012371401,0.000078973695,0.9948917],"genre_scores_gemma":[0.22166008,0.00009817551,0.0002854745,0.0017195436,0.0050059506,0.00011200595,0.00041374555,0.00003735638,0.7706677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997198,0.00030568818,0.0004197128,0.0003388183,0.0014559098,0.0002818574],"domain_scores_gemma":[0.99761635,0.0007526597,0.00048951985,0.00022576597,0.00076554046,0.000150139],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029213182,0.00020153752,0.00035689154,0.00011549015,0.0009492453,0.0011623603,0.00069021777,0.00057331,0.0003179597],"category_scores_gemma":[0.00070419075,0.00014791754,0.00015182771,0.000048010723,0.05312892,0.0009173016,0.00014689883,0.00061332464,0.000031224125],"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":[0.000010823742,0.00000962425,0.000009560546,0.000026555557,0.00006450459,5.233171e-7,0.004848534,3.035811e-7,6.1120744e-7,0.90905046,0.08549562,0.00048287382],"study_design_scores_gemma":[0.00033070197,0.000004828941,0.0000026641171,0.000044012286,0.00002367744,0.0000018161097,0.0001284212,0.0000074599493,0.0000030333563,0.5155344,0.48381284,0.00010615197],"about_ca_topic_score_codex":0.0015991713,"about_ca_topic_score_gemma":0.0014847312,"teacher_disagreement_score":0.39831722,"about_ca_system_score_codex":0.00029051054,"about_ca_system_score_gemma":0.0027901328,"threshold_uncertainty_score":0.99987453},"labels":[],"label_agreement":null},{"id":"W39991437","doi":"10.4337/9781781955949.00025","title":"Moving forward on joint development in the South China Sea","year":2013,"lang":"en","type":"article","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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 British Columbia","funders":"","keywords":"Joint (building); China; Political science; Engineering; Law; Civil engineering","score_opus":0.01291772964210091,"score_gpt":0.2060344872032755,"score_spread":0.19311675756117458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W39991437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58601594,0.0000032574071,0.000088791996,0.0017925892,0.0001748985,0.00030183315,0.0000016012449,0.000057336627,0.41156378],"genre_scores_gemma":[0.98931724,2.3364774e-7,0.0024432782,0.0021518725,0.0001256688,0.00010400577,0.000010537501,0.000023277229,0.0058238814],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99795395,0.00011017123,0.0003070676,0.00035127453,0.0008585615,0.00041896387],"domain_scores_gemma":[0.9994067,0.00008274009,0.000095033014,0.00031612546,0.000017664603,0.00008176246],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000991851,0.00018361813,0.00013898092,0.00007612022,0.00019660278,0.0011772723,0.00080396654,0.0000857601,0.0013802011],"category_scores_gemma":[0.00031934425,0.0001325166,0.00005659739,0.00008886061,0.00008118136,0.00087225565,0.0003625732,0.00043905294,0.0016265663],"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":[0.00007950197,0.0006128728,0.24379714,0.00010153149,0.00015383131,0.00015314274,0.16115953,0.0028862301,0.0030949085,0.051927716,0.24709676,0.28893685],"study_design_scores_gemma":[0.0004659106,0.000056968347,0.88383687,0.00011138617,0.0000053628282,0.000012713425,0.00083954056,0.0010839025,0.0030995423,0.00812868,0.10188425,0.00047489273],"about_ca_topic_score_codex":0.0025294113,"about_ca_topic_score_gemma":0.00035265775,"teacher_disagreement_score":0.6400397,"about_ca_system_score_codex":0.00034338128,"about_ca_system_score_gemma":0.000026579532,"threshold_uncertainty_score":0.99985963},"labels":[],"label_agreement":null},{"id":"W4200634922","doi":"10.4337/9781800370173.00019","title":"Operations research for planning and managing city logistics systems","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Centre interuniversitaire de recherche sur les reseaux d'entreprise, la logistique et le transport; Université de Montréal","keywords":"Business; Humanitarian Logistics; City logistics; Traffic management; Integrated logistics support; Process management; Supply chain; Integrated business planning; Operations management; Operations research; Transport engineering; Engineering; Marketing","score_opus":0.21461136268783187,"score_gpt":0.301667116672686,"score_spread":0.0870557539848541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200634922","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":[0.000018056908,0.0015564114,0.117865466,0.00009990673,0.002964517,0.00093845965,0.00059385685,0.0013314623,0.8746319],"genre_scores_gemma":[0.062386878,0.000223687,0.0031143285,0.00006702144,0.0030912044,0.00022023905,0.00104824,0.0006361915,0.9292122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777687,0.000021367761,0.00052499457,0.0004979319,0.0005349625,0.0006438783],"domain_scores_gemma":[0.99846774,0.00047610432,0.000039073555,0.00046717172,0.0003324334,0.00021748549],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013319929,0.00040322932,0.00049330574,0.00057800475,0.00043056256,0.002096095,0.00045040037,0.00064955396,0.000010295036],"category_scores_gemma":[0.00024135169,0.00043363366,0.00010058591,0.000047064495,0.0002188933,0.00026071552,0.00011286281,0.0015082505,0.000021575814],"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":[0.000012345451,0.0000042657684,0.000035421202,0.0013318323,0.00030993184,0.0001405456,0.0008461196,0.037738346,0.000014566754,0.8657788,0.09169061,0.0020972097],"study_design_scores_gemma":[0.00044856628,0.000079699224,0.00003965834,0.001235427,0.0001655844,0.000020152338,0.0001452952,0.12166811,0.000012300553,0.038682684,0.83646846,0.001034056],"about_ca_topic_score_codex":0.00009154093,"about_ca_topic_score_gemma":0.00015545571,"teacher_disagreement_score":0.8270961,"about_ca_system_score_codex":0.00018219065,"about_ca_system_score_gemma":0.00008996868,"threshold_uncertainty_score":0.99981153},"labels":[],"label_agreement":null},{"id":"W4206303828","doi":"10.4337/9781802203462.00040","title":"Chapter 4 Transport","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Maritime Ports and Logistics","field":"Engineering","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; Workforce; Greenhouse gas; Consumption (sociology); Value (mathematics); Business; Goods and services; Gross value added; Road transport; Quarter (Canadian coin); Natural resource economics; Added value; Economics; International trade; Economy; Geography; Engineering; Economic growth; Transport engineering; Political science; Finance; Ecology","score_opus":0.01876854908317936,"score_gpt":0.18810912513884695,"score_spread":0.1693405760556676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206303828","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":[0.00001241581,0.0008945653,0.0016895261,0.000111601454,0.0023023125,0.0001984262,0.0001593015,0.000873865,0.99375796],"genre_scores_gemma":[0.013651991,0.00014680473,0.0009967897,0.00038187372,0.0017010415,0.000015627857,0.0005479731,0.00037044086,0.98218745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978389,0.0000061758665,0.00060146756,0.0005150325,0.00054025016,0.0004981302],"domain_scores_gemma":[0.9986782,0.000050162966,0.00010409641,0.0007327671,0.00016895613,0.00026582635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028840746,0.0006089557,0.00064780586,0.00021539447,0.00009634708,0.00067433645,0.00046977002,0.00081694446,0.004395426],"category_scores_gemma":[0.000036788293,0.0006592929,0.00033782847,0.000014544247,0.000096868076,0.0002907237,0.0000865466,0.001405507,0.00010331983],"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":[0.0000070761243,0.000008772247,0.00002189056,0.00046931714,0.0004379026,0.0010877281,0.0003301457,0.00023164107,0.000022339787,0.83269197,0.07283702,0.09185419],"study_design_scores_gemma":[0.00015427134,0.0000148155905,0.000027157179,0.00025312346,0.00010573485,0.000044032804,0.000007170398,0.00015526281,0.00005472042,0.006977102,0.99146193,0.0007446503],"about_ca_topic_score_codex":0.000040895407,"about_ca_topic_score_gemma":0.00012992455,"teacher_disagreement_score":0.91862494,"about_ca_system_score_codex":0.00009871779,"about_ca_system_score_gemma":0.00008803838,"threshold_uncertainty_score":0.9995858},"labels":[],"label_agreement":null},{"id":"W4206418174","doi":"10.4337/9781849803298.00006","title":"Introduction","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","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":"Politics; Government (linguistics); Public administration; Corporate governance; Political science; Administration (probate law); Management; Law; Economics","score_opus":0.04130704081103718,"score_gpt":0.32289810342546593,"score_spread":0.28159106261442873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206418174","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":[0.000025056848,0.000031510346,0.00004052189,0.043537017,0.002696496,0.0003199858,0.000042958774,0.00034135618,0.9529651],"genre_scores_gemma":[0.0020340579,0.000026749796,0.0003365768,0.00075559446,0.023306226,0.000020861253,0.00010657654,0.00006065367,0.97335273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968906,0.00011125858,0.00038903893,0.0005816393,0.0013709231,0.0006565598],"domain_scores_gemma":[0.99798775,0.00018178308,0.0002712169,0.00058322964,0.00047229615,0.00050375325],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028219346,0.00028028668,0.00030483305,0.0004064889,0.001096153,0.0040858905,0.0010390163,0.001261626,0.0057263263],"category_scores_gemma":[0.0023412872,0.0002984899,0.00019398984,0.000049149163,0.0007872311,0.0011651155,0.00017066064,0.0025161242,0.000527076],"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":[0.000005734392,0.0000057013453,0.0000011507667,0.0000090264775,0.000025019011,0.000006402237,0.00096122717,4.5746855e-8,0.00004024035,0.74191564,0.23742996,0.019599842],"study_design_scores_gemma":[0.00009498578,0.000020858506,0.000005815739,0.000020820162,0.000012967258,0.0000039043307,0.00008953313,7.063606e-7,0.000076368095,0.08608853,0.9133033,0.00028217307],"about_ca_topic_score_codex":0.0009264449,"about_ca_topic_score_gemma":0.0040112957,"teacher_disagreement_score":0.6758734,"about_ca_system_score_codex":0.00021633823,"about_ca_system_score_gemma":0.0022801335,"threshold_uncertainty_score":0.9999467},"labels":[],"label_agreement":null},{"id":"W4206576987","doi":"10.4337/9781789908374.00012","title":"Digitalization and multilevel governance","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Digitization; Context (archaeology); Accountability; Assertion; Political science; Scope (computer science); Sociology; Business; Engineering; Geography; Computer science","score_opus":0.037604721649383964,"score_gpt":0.2801520023376252,"score_spread":0.24254728068824125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206576987","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":[0.000055283577,0.00088956376,0.000025357567,0.0022094662,0.001129725,0.0002207261,0.00007622665,0.00016289312,0.99523073],"genre_scores_gemma":[0.009164536,0.0010741785,0.00009756806,0.00070513005,0.0030665118,0.000011880392,0.00004652082,0.000056631394,0.985777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998243,0.000043169013,0.00028063304,0.0004055785,0.00065603026,0.00037161878],"domain_scores_gemma":[0.9989652,0.00016000918,0.00028303917,0.00019450542,0.00023854719,0.00015866946],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043212785,0.00026332578,0.00036606987,0.00005867941,0.0009291034,0.0016615418,0.00028914885,0.00060312886,0.00005262114],"category_scores_gemma":[0.001078811,0.00025131734,0.00013660575,0.000021892116,0.00053640787,0.0007680718,0.000257256,0.00044950977,0.000013909829],"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":[0.0000027301974,0.000003599392,0.000023729666,0.000029338338,0.000074747455,0.000010040699,0.007312001,1.2967507e-7,7.781579e-7,0.9140319,0.019896364,0.058614597],"study_design_scores_gemma":[0.00014191476,0.000008842387,0.00020110235,0.00021555039,0.000032780576,0.0000013558591,0.0004973323,0.0000018770176,0.000005202526,0.10806689,0.8904852,0.0003419209],"about_ca_topic_score_codex":0.0014661815,"about_ca_topic_score_gemma":0.002438526,"teacher_disagreement_score":0.8705889,"about_ca_system_score_codex":0.00017752092,"about_ca_system_score_gemma":0.00029902117,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W4207069780","doi":"10.4337/9781839106644","title":"A Research Agenda for Regional and Local Government","year":2021,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Institute on Governance","funders":"","keywords":"Government (linguistics); Public administration; Political science; Local government; Regional science; Business; Geography","score_opus":0.1334727449527696,"score_gpt":0.37369686542880554,"score_spread":0.24022412047603595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207069780","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":[0.00004043545,0.0007329937,0.00017819731,0.011689248,0.00083936175,0.0006503241,0.00006364303,0.000071912924,0.98573387],"genre_scores_gemma":[0.0004326221,0.00023249522,0.000774565,0.0015694258,0.0038891684,0.00014020069,0.00016755753,0.00006240443,0.9927316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951369,0.00033787478,0.00035227792,0.00065640046,0.0026816817,0.0008348462],"domain_scores_gemma":[0.9972188,0.0014187528,0.00016389684,0.0002863963,0.00055582676,0.00035635516],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0043859365,0.00026722727,0.00037438414,0.00018006096,0.0012097299,0.002463122,0.0007024962,0.00072233967,0.00011877654],"category_scores_gemma":[0.0010784398,0.00027776454,0.00019045467,0.000098618424,0.00096485513,0.00044350553,0.0003756471,0.000991588,0.000022494734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018122411,0.000006734117,0.000006105822,0.000056121888,0.000055106033,0.000013711646,0.00438512,1.1710568e-7,9.490411e-7,0.2907188,0.6773244,0.02741469],"study_design_scores_gemma":[0.00025154653,0.000030087545,0.00004456566,0.0002713354,0.000016319425,0.0000042443125,0.0016114328,0.0000030542194,0.000005400246,0.04689553,0.95056355,0.00030293502],"about_ca_topic_score_codex":0.0008395404,"about_ca_topic_score_gemma":0.0027660814,"teacher_disagreement_score":0.2732391,"about_ca_system_score_codex":0.0014425209,"about_ca_system_score_gemma":0.0061126812,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W4210512735","doi":"10.4337/9781785363467.00006","title":"Abbreviations and acronyms","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Medical and Biological Sciences","field":"Medicine","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":"Canada Excellence Research Chairs, Government of Canada; European Commission; Global Environment Facility","keywords":"History; Computer science","score_opus":0.03983167961426155,"score_gpt":0.2575553453898735,"score_spread":0.21772366577561197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210512735","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":[0.00047317715,0.0007349856,0.000012772947,0.0081682075,0.0005509674,0.00032589855,0.00004350229,0.00014714987,0.9895433],"genre_scores_gemma":[0.010411654,0.00018346554,0.00048739673,0.004972013,0.0010688143,0.000028555025,0.00017881175,0.00002865748,0.9826406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981041,0.000027312957,0.00033205174,0.0005137219,0.0007185401,0.00030428247],"domain_scores_gemma":[0.9989096,0.00017613075,0.00016249687,0.00026923514,0.00007077678,0.0004117713],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007666699,0.00024266764,0.000449317,0.000111333364,0.00027615076,0.00032590108,0.00028900697,0.0003622083,0.007220219],"category_scores_gemma":[0.00058086234,0.0001594197,0.00014688005,0.000027833967,0.00031276653,0.00017731937,0.00039765352,0.00112259,0.00004463446],"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":[0.00005008282,0.000039552357,0.00048620376,0.00018490544,0.00015355476,0.00015581955,0.0002649195,1.1185409e-7,0.00013636249,0.52899957,0.15817821,0.31135073],"study_design_scores_gemma":[0.00025129644,0.00021913159,0.0007007789,0.00011319609,0.0000692196,0.00006325819,0.000018122475,0.000004740195,0.000004944523,0.023470366,0.9748855,0.00019939383],"about_ca_topic_score_codex":0.000056103127,"about_ca_topic_score_gemma":0.000021590242,"teacher_disagreement_score":0.8167074,"about_ca_system_score_codex":0.00007821554,"about_ca_system_score_gemma":0.00018638943,"threshold_uncertainty_score":0.99368733},"labels":[],"label_agreement":null},{"id":"W4210554583","doi":"10.4337/9781839105951.00020","title":"US FEDERAL GENOMIC DATA RELEASE AND ACCESS POLICIES","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Ethics in Clinical Research","field":"Medicine","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":"National Institutes of Health","keywords":"Download; Genetic data; Data science; Genome; Data access; Quarter (Canadian coin); Human genome; World Wide Web; Computer science; Biology; Geography; Database; Genetics; Gene; Sociology; Population","score_opus":0.42504242306244966,"score_gpt":0.4838473912583425,"score_spread":0.058804968195892815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210554583","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":[0.0023274214,0.0010967851,0.000011323767,0.011678438,0.000930158,0.0008285292,0.00060003524,0.00025270315,0.9822746],"genre_scores_gemma":[0.008648409,0.0013875889,0.0006621009,0.009539122,0.002760367,0.00003833622,0.0015138092,0.00033859213,0.97511166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942591,0.00011502603,0.00093328796,0.0015602047,0.0023764882,0.00075585325],"domain_scores_gemma":[0.99103117,0.0039273105,0.00041728138,0.0033612205,0.00047340992,0.0007896083],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005297013,0.00053238566,0.0009604715,0.00051984616,0.00059112045,0.003629219,0.0031742651,0.0013119304,0.0018928861],"category_scores_gemma":[0.0134910755,0.0005203935,0.00020030238,0.00004271622,0.00071323523,0.0010600789,0.012203433,0.010560041,0.000059503862],"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":[0.0007661134,0.000094902774,0.0026818272,0.0020501046,0.0011365354,0.0013363552,0.0007780097,0.0000026062685,0.00009033192,0.6062541,0.32754305,0.057266083],"study_design_scores_gemma":[0.00089706056,0.00020245997,0.0011984118,0.00046291747,0.00016506824,0.00013155765,0.00003255527,0.000038381935,0.000009574977,0.07193454,0.9244443,0.0004831715],"about_ca_topic_score_codex":0.0021163798,"about_ca_topic_score_gemma":0.0014814765,"teacher_disagreement_score":0.59690124,"about_ca_system_score_codex":0.00044344738,"about_ca_system_score_gemma":0.0026120017,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W4210616363","doi":"10.4337/9781802203523.00004","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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 Haifa; York University","keywords":"Geography","score_opus":0.03341999826554582,"score_gpt":0.2322648238748517,"score_spread":0.1988448256093059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210616363","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":[0.0000776889,0.00013357161,0.000103467086,0.000052425326,0.006817362,0.00026412721,0.000053831518,0.0011665872,0.9913309],"genre_scores_gemma":[0.0011973372,0.000041029085,0.00014184695,0.00023459688,0.0026632946,0.000055960914,0.00040894377,0.00024955097,0.99500746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981251,0.000028288043,0.00040850724,0.00036997496,0.000747944,0.00032023358],"domain_scores_gemma":[0.9990899,0.000036352707,0.00010249015,0.0005101074,0.00010181095,0.00015931245],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050523446,0.00039580435,0.00032806743,0.00035643647,0.0002203431,0.00071382156,0.0005071584,0.00038672928,0.16202055],"category_scores_gemma":[0.000052786047,0.00047187766,0.00019763589,0.000018410803,0.00004538116,0.0005493747,0.00017543751,0.0012783438,0.009755874],"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":[0.0000031763636,0.000004158478,0.0000017178287,0.00008161679,0.000107060056,0.000009473965,0.00061480666,0.00041486314,0.000070330076,0.005814688,0.9615823,0.031295795],"study_design_scores_gemma":[0.00021932235,0.000020971322,0.00002565602,0.00006487825,0.000044371114,0.0000048574057,0.000017615925,0.00047217854,0.000012104577,0.0037093544,0.99494183,0.0004668489],"about_ca_topic_score_codex":8.73337e-7,"about_ca_topic_score_gemma":0.000028958451,"teacher_disagreement_score":0.15226467,"about_ca_system_score_codex":0.0006517176,"about_ca_system_score_gemma":0.00008557839,"threshold_uncertainty_score":0.99977326},"labels":[],"label_agreement":null},{"id":"W4214821228","doi":"10.4337/9781800884083.00027","title":"Spaces beyond borders: art on and within the walls of the immured neighbourhood of Surlari√ßi in Nicosia","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geographies of human-animal interactions","field":"Social Sciences","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":"The Imaginary; Neighbourhood (mathematics); Turkish; Architecture; Quarter (Canadian coin); Capital (architecture); Capital city; Visual arts; Art; Art history; Aesthetics; Economic geography; Geography; Archaeology; Philosophy","score_opus":0.01872556206227263,"score_gpt":0.26632507165764363,"score_spread":0.247599509595371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214821228","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":[0.014871947,0.00041290262,1.9117934e-7,0.0066856327,0.0013049999,0.00058888475,0.00008042236,0.00004629278,0.9760087],"genre_scores_gemma":[0.80490583,0.000061861945,0.000051397914,0.00044818816,0.00019735646,0.000035111814,0.000016111338,0.000060552837,0.19422357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702716,0.0003390481,0.000651669,0.0004441028,0.0011830218,0.0003550215],"domain_scores_gemma":[0.99729717,0.0007497149,0.00096737896,0.0006843796,0.00021747974,0.00008386369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022274083,0.00032072197,0.000500224,0.0004474673,0.0007144204,0.00081542507,0.00147689,0.00037137629,0.00081821386],"category_scores_gemma":[0.0007638958,0.00023329094,0.00032132238,0.00013764405,0.0011312183,0.0006013337,0.00052517984,0.0018798775,0.000004895983],"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":[0.0000703586,0.000056280624,0.0009620995,0.00003949622,0.0002285156,0.0000046082528,0.025718814,0.00002047378,0.00006912226,0.95037496,0.021607047,0.0008482155],"study_design_scores_gemma":[0.00067067717,0.0003588414,0.007314505,0.00063599844,0.00020694763,0.0000061225182,0.022874335,0.000006390915,0.000116220326,0.10154904,0.8655776,0.00068337057],"about_ca_topic_score_codex":0.009039612,"about_ca_topic_score_gemma":0.11597725,"teacher_disagreement_score":0.84882593,"about_ca_system_score_codex":0.0001235721,"about_ca_system_score_gemma":0.00040362374,"threshold_uncertainty_score":0.9975593},"labels":[],"label_agreement":null},{"id":"W4214864719","doi":"10.4337/9781781954317.00010","title":"Canada","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Competitive advantage; Business; Value (mathematics); Human resource management; Industrial organization; International trade; Regional science; Economics; Management; Geography; Marketing; Computer science","score_opus":0.02630278751170922,"score_gpt":0.2458087958746278,"score_spread":0.2195060083629186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214864719","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":[0.000025887812,0.00035527922,0.000011438217,0.010438262,0.0038301842,0.00023945236,0.000067726636,0.000100086305,0.9849317],"genre_scores_gemma":[0.0024994463,0.00005329673,0.00009741403,0.005088669,0.0018283341,0.000008359391,0.000009371006,0.000048352125,0.99036676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964755,0.00007361559,0.00033131172,0.0005338333,0.00187435,0.00071135873],"domain_scores_gemma":[0.9984272,0.00016290665,0.00040141918,0.00034904966,0.0002476994,0.00041173268],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011226847,0.0003014969,0.0003661039,0.000060200677,0.0009498205,0.0015769245,0.0011186947,0.0005550147,0.0009963692],"category_scores_gemma":[0.0007173393,0.00031390382,0.00016370302,0.000052065563,0.00039716985,0.0005413657,0.00010101059,0.0007653127,0.00003844372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001011853,0.0000011641607,0.00001949235,0.000003744685,0.000013871666,0.000016259919,0.0008410903,3.3373092e-7,1.733208e-7,0.3961752,0.59408563,0.008842018],"study_design_scores_gemma":[0.00007328323,0.000007799796,0.000033512122,0.000057354606,0.000016338363,9.283824e-7,0.0004129733,4.6681598e-7,0.0000017697647,0.031783815,0.96722084,0.00039091313],"about_ca_topic_score_codex":0.96422637,"about_ca_topic_score_gemma":0.9939984,"teacher_disagreement_score":0.37313524,"about_ca_system_score_codex":0.0011127935,"about_ca_system_score_gemma":0.008397835,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W4226030228","doi":"10.4337/9781802206951.00019","title":"Convergence in a neo-Kaleckian model with endogenous technical progress and autonomous demand growth","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"University of Ottawa","funders":"","keywords":"Economics; Technical progress; Technical change; Wage share; Endogenous growth theory; Capacity utilization; Growth model; Effective demand; Post-Keynesian economics; Convergence (economics); Neoclassical economics; Productivity; Keynesian economics; Wage; Macroeconomics; Microeconomics; Labour economics; Efficiency wage; Market economy","score_opus":0.03463803658879267,"score_gpt":0.20250438784316202,"score_spread":0.16786635125436936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226030228","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":[0.004572943,0.0023173864,0.00021423628,0.00068141625,0.00034040562,0.0007759421,0.0005627169,0.0001873055,0.9903476],"genre_scores_gemma":[0.73586136,0.0003922419,0.001939694,0.0013134261,0.00050714257,0.00035868495,0.00016592703,0.00036902548,0.2590925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99705905,0.000028795841,0.0010257942,0.0011598933,0.00006788718,0.00065857515],"domain_scores_gemma":[0.9981496,0.00011343958,0.0007550808,0.0006809415,0.000041618223,0.0002593258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013071817,0.0005669829,0.0010424174,0.00074546377,0.00025445386,0.00072359503,0.00083234854,0.00054633274,0.00056181377],"category_scores_gemma":[0.00009032288,0.0006651811,0.00016096697,0.000055016273,0.00037964815,0.00079473865,0.00048256564,0.0014688537,0.000063110965],"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":[0.00007660699,0.000026266673,0.0012836215,0.00010014749,0.00008641386,0.00008958079,0.0009848053,0.00009075952,0.000001448941,0.99532765,0.00076152035,0.0011711563],"study_design_scores_gemma":[0.0013418242,0.0002874102,0.00018431578,0.00014456101,0.00003899063,0.00034377023,0.00003121348,0.0013414797,0.000014679526,0.73423356,0.26056466,0.0014735356],"about_ca_topic_score_codex":0.0003865886,"about_ca_topic_score_gemma":0.00044366135,"teacher_disagreement_score":0.7312884,"about_ca_system_score_codex":0.00044964402,"about_ca_system_score_gemma":0.00026741868,"threshold_uncertainty_score":0.99957997},"labels":[],"label_agreement":null},{"id":"W4229512941","doi":"10.4337/9781782544708.00004","title":"Editors","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Economic and Social Research Council; Grantham Research Institute on Climate Change and the Environment, London School of Economics and Political Science; Centre for Climate Change Economics and Policy, University of Leeds; Government of the United Kingdom; London School of Economics and Political Science; McMaster University; King's College London; World Bank Group","keywords":"Computer science","score_opus":0.020339114477739183,"score_gpt":0.22712654518106615,"score_spread":0.20678743070332697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229512941","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":[0.000010048733,0.00015333759,0.00018337107,0.00041954318,0.021880038,0.0006533086,0.00032271954,0.002410269,0.9739674],"genre_scores_gemma":[0.00094907224,0.0000029595408,0.0006868171,0.0008347493,0.064620644,0.000047096502,0.0005589685,0.0015093532,0.93079036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99319595,0.00012222501,0.0011704139,0.0016852849,0.0025191463,0.0013069493],"domain_scores_gemma":[0.99438685,0.00041525209,0.0012077938,0.0024215055,0.00078116223,0.0007874143],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0024992535,0.0014419092,0.0013831642,0.0011988266,0.00039015824,0.0047928416,0.0025435854,0.0023535632,0.0017443271],"category_scores_gemma":[0.0012584128,0.0014956247,0.0008006278,0.000047154335,0.00045564384,0.0010630505,0.0009392259,0.0037518821,0.022825424],"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":[0.000027093747,0.000006278068,0.000005715258,0.00007071124,0.00022192411,0.000046162397,0.00018375531,0.0000021916696,0.00004219044,0.19993062,0.7860323,0.0134310275],"study_design_scores_gemma":[0.0005405832,0.00007758464,0.000009952674,0.0005070932,0.00020347768,0.000038373488,0.000008520323,0.00001610104,0.00008711062,0.034676332,0.96231693,0.0015179206],"about_ca_topic_score_codex":0.00012904512,"about_ca_topic_score_gemma":0.00013238168,"teacher_disagreement_score":0.17628463,"about_ca_system_score_codex":0.00078256865,"about_ca_system_score_gemma":0.00063694967,"threshold_uncertainty_score":0.99983305},"labels":[],"label_agreement":null},{"id":"W4230066624","doi":"10.4337/9781783478316.00010","title":"Table of cases and legislation","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Government of Canada; Vattenfall","keywords":"Table (database); Legislation; Political science; Law; Computer science; Database","score_opus":0.0323216145458165,"score_gpt":0.267061817802637,"score_spread":0.2347402032568205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230066624","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":[0.000103612525,0.00071219285,0.000030787352,0.00159776,0.00065154,0.0002282923,0.00008699942,0.00007034995,0.9965185],"genre_scores_gemma":[0.060234487,0.00013081351,0.00013577731,0.00007005275,0.0012696753,0.0000058956084,0.000011697431,0.000030584968,0.938111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987247,0.00003624834,0.0002712704,0.00026254953,0.00046506917,0.00024015586],"domain_scores_gemma":[0.99874604,0.0003575959,0.00028040435,0.00019892018,0.00030992957,0.00010711394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695045,0.0001665784,0.00028339372,0.00013318825,0.0005966523,0.0004203532,0.0001724908,0.00033437097,0.00020460716],"category_scores_gemma":[0.00052092725,0.00013296408,0.00009011347,0.000021167632,0.00054749334,0.0006085411,0.00013100715,0.00020621152,0.000007929755],"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":[0.000005678554,0.0000024787585,0.000041411542,0.00002086353,0.000053462594,0.000010487878,0.0026884528,1.8419621e-7,0.0000063864204,0.94966,0.024873279,0.022637336],"study_design_scores_gemma":[0.0001240017,0.000023013326,0.000043186057,0.00017111683,0.000042127413,0.0000043563246,0.0001875479,6.032298e-7,0.000006931409,0.02914251,0.9700805,0.00017409128],"about_ca_topic_score_codex":0.0016046299,"about_ca_topic_score_gemma":0.0042666323,"teacher_disagreement_score":0.94520724,"about_ca_system_score_codex":0.00006931127,"about_ca_system_score_gemma":0.00031391048,"threshold_uncertainty_score":0.54221183},"labels":[],"label_agreement":null},{"id":"W4230172036","doi":"10.4337/9780857931658.00024","title":"References","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Labor and Employment Law","field":"Social Sciences","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":"New South Wales Government; Griffith University; Government of the United Kingdom; Health and Safety Executive; Queen's University; London School of Economics and Political Science; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Temple University; McGill University","keywords":"Computer science","score_opus":0.07146564372078769,"score_gpt":0.2842934729462557,"score_spread":0.212827829225468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230172036","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":[0.000024038129,0.00012940764,0.000022647228,0.00092329347,0.002718102,0.00022068132,0.0000571767,0.00031694787,0.9955877],"genre_scores_gemma":[0.008969532,0.000070623064,0.00018289848,0.00090760365,0.0024391199,0.000014507793,0.000070117356,0.000064167034,0.98728144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975167,0.00006463794,0.00037003445,0.00046700044,0.0011211581,0.00046046262],"domain_scores_gemma":[0.9985538,0.0001209444,0.00028898954,0.00033331063,0.0004722915,0.00023062363],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010583744,0.00030440983,0.00031624237,0.00023056519,0.00055434095,0.0014962915,0.0011788881,0.00068764156,0.004814449],"category_scores_gemma":[0.00027243738,0.0002984431,0.00020569835,0.00002011146,0.00038479303,0.00080026285,0.00017220477,0.00075687794,0.0005837781],"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":[0.000009239674,0.000005096253,0.000013556226,0.0000071974346,0.000065176515,0.000011673953,0.0026034336,4.101032e-8,8.520514e-7,0.9092319,0.07727992,0.010771934],"study_design_scores_gemma":[0.00006524848,0.00002063621,0.000013245144,0.00010184355,0.00002608295,7.7690635e-7,0.00005382652,1.3013539e-7,0.000009700982,0.23631096,0.76311874,0.0002788154],"about_ca_topic_score_codex":0.005946795,"about_ca_topic_score_gemma":0.010066008,"teacher_disagreement_score":0.6858388,"about_ca_system_score_codex":0.00023150956,"about_ca_system_score_gemma":0.00057986035,"threshold_uncertainty_score":0.9999468},"labels":[],"label_agreement":null},{"id":"W4230860216","doi":"10.4337/9781788119634.00011","title":"An unknown past, an unequal present, and an uncertain future: transnational environmental law through three research challenges","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lawmaking; Environmental law; Context (archaeology); Political science; Diversity (politics); Focus (optics); Environmental ethics; Sociology; Law; Epistemology; Geography; Legislature","score_opus":0.11486554671322834,"score_gpt":0.35103401981756516,"score_spread":0.2361684731043368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230860216","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":[0.0011052934,0.0011059018,0.000019452313,0.02229124,0.000505983,0.00084295013,0.00044692488,0.00021848657,0.9734638],"genre_scores_gemma":[0.81427395,0.0015574574,0.002099519,0.0030620485,0.051153705,0.0001870907,0.002797996,0.00057132344,0.12429688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942824,0.0007813062,0.00046667337,0.0013055342,0.0022935437,0.00087051827],"domain_scores_gemma":[0.9979092,0.00024886604,0.0001852134,0.0006918763,0.00005044788,0.0009143883],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021677448,0.0005481571,0.00048834365,0.00014088194,0.0016702353,0.0017490569,0.0013676551,0.0010405013,0.00046242625],"category_scores_gemma":[0.00001792487,0.00057026296,0.00014835491,0.000035556437,0.0020598352,0.003397975,0.00025234307,0.0017699391,0.000029169525],"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":[0.00004876852,0.000085548774,0.000021240658,0.000031754396,0.00006561083,0.000029688172,0.025318105,0.000004510431,0.000034059398,0.9497304,0.0013713527,0.023258992],"study_design_scores_gemma":[0.00033341002,0.00041757594,0.00012384907,0.000023996887,0.00003240209,0.0000030888566,0.002688412,0.000022029415,0.000015703095,0.1892984,0.80650985,0.0005312494],"about_ca_topic_score_codex":0.002135123,"about_ca_topic_score_gemma":0.022780964,"teacher_disagreement_score":0.84916687,"about_ca_system_score_codex":0.00038553475,"about_ca_system_score_gemma":0.00026543415,"threshold_uncertainty_score":0.99967486},"labels":[],"label_agreement":null},{"id":"W4231585868","doi":"10.4337/9781781004876.00032","title":"Copyright levies","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Digitization; Resource (disambiguation); Business; Engineering; Computer science; Telecommunications","score_opus":0.053140571926006075,"score_gpt":0.26094784786866104,"score_spread":0.20780727594265497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231585868","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":[0.000016784908,0.00064303866,0.0000084489975,0.008123361,0.0023581123,0.00055013207,0.0000246822,0.00035308074,0.9879224],"genre_scores_gemma":[0.00036462964,0.00015026564,0.00035385325,0.00089363544,0.002732748,0.00003482442,0.00007533283,0.000071466515,0.99532324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971246,0.000059614722,0.0005102491,0.0005485557,0.0010924791,0.0006644837],"domain_scores_gemma":[0.998233,0.00013654701,0.00036488264,0.00039469588,0.00048616837,0.00038467516],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000783345,0.00044776194,0.00051443966,0.00015684105,0.000991336,0.0043692943,0.0009900568,0.0010954592,0.020045878],"category_scores_gemma":[0.00031668547,0.00038239104,0.00024632245,0.00003507373,0.00051362335,0.0010505707,0.00027814298,0.0011757262,0.00171065],"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":[0.0000019549432,0.0000022582753,0.0000047027984,0.000010846925,0.000055750243,0.000009147337,0.0020228638,6.2831965e-8,9.651071e-7,0.23757228,0.7126431,0.047676064],"study_design_scores_gemma":[0.0001055076,0.00001526302,0.000011551764,0.00021928632,0.00003386167,0.0000022133643,0.000518865,4.806917e-7,0.0000123964055,0.023479117,0.9750543,0.0005471065],"about_ca_topic_score_codex":0.0035685,"about_ca_topic_score_gemma":0.0030498817,"teacher_disagreement_score":0.26241127,"about_ca_system_score_codex":0.00050716137,"about_ca_system_score_gemma":0.00081602676,"threshold_uncertainty_score":0.9998628},"labels":[],"label_agreement":null},{"id":"W4232361437","doi":"10.4337/9781784719326.00014","title":"The elements of effective program design: a two-level analysis","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","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 Saskatchewan; Simon Fraser University","funders":"","keywords":"Theme (computing); Management science; Program Design Language; Work (physics); Computer science; Policy analysis; Engineering ethics; Engineering; Political science; Software engineering; Public administration","score_opus":0.2439654780855621,"score_gpt":0.465690038247234,"score_spread":0.22172456016167189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232361437","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":[0.000107168154,0.00016939461,0.006726748,0.0005571304,0.0011191197,0.002052294,0.00008693033,0.000086027096,0.9890952],"genre_scores_gemma":[0.04119055,0.000030188527,0.00832272,0.00021403546,0.00049107673,0.00036530642,0.00006919729,0.000066431174,0.9492505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920219,0.00043257928,0.0015427307,0.0008641524,0.0046569738,0.0004816371],"domain_scores_gemma":[0.98965865,0.0027947684,0.002858039,0.002411529,0.0020833502,0.0001936631],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.020413883,0.00045823766,0.00095094607,0.00087802624,0.0009818618,0.006608627,0.0034303616,0.0003343074,0.0006008592],"category_scores_gemma":[0.0040014307,0.0002817843,0.00078324415,0.00012973767,0.00039859323,0.0010296522,0.00060261646,0.00080900267,0.00017124126],"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":[0.00006866693,0.000026042753,0.00062820636,0.000009876159,0.0015094776,0.0000042530855,0.00053665444,0.00009578675,0.0000058926103,0.02538748,0.018209731,0.9535179],"study_design_scores_gemma":[0.0008724811,0.00034187722,0.003946043,0.00012921091,0.00096088654,0.000002480286,0.00010514378,0.0046661,0.00013046988,0.10223718,0.8860765,0.00053160597],"about_ca_topic_score_codex":0.00009028942,"about_ca_topic_score_gemma":0.00093614135,"teacher_disagreement_score":0.9529863,"about_ca_system_score_codex":0.0001815524,"about_ca_system_score_gemma":0.0007899723,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W4232735852","doi":"10.4337/9781781955727.00017","title":"References","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change and Health Impacts","field":"Environmental Science","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":"Canadian Medical Association; University of Oxford; University of Cambridge","keywords":"Public health; Political science; Environmental planning; Sociology; Architectural engineering; Geography; Engineering; Medicine; Nursing","score_opus":0.06163161833221064,"score_gpt":0.2668168997335171,"score_spread":0.20518528140130643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232735852","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":[0.00024591046,0.00008928458,0.000034919136,0.0015191433,0.0009254888,0.00028720492,0.00004173414,0.00022267265,0.99663365],"genre_scores_gemma":[0.006028638,0.000071494265,0.0003454763,0.004168062,0.0013061396,0.000017197597,0.000118943724,0.000116418414,0.98782766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735475,0.00003365436,0.00046241228,0.00066717464,0.00081079605,0.00067121733],"domain_scores_gemma":[0.9982945,0.000132013,0.0003762116,0.0006822461,0.000027382346,0.00048766684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084426603,0.0004429949,0.00047896424,0.00011912169,0.0002646797,0.00083593285,0.0007968075,0.0006647712,0.011343792],"category_scores_gemma":[0.00018450279,0.00040013093,0.00014654345,0.000020724136,0.000214007,0.00040318014,0.00057536724,0.00095270487,0.004215947],"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":[0.000015097864,0.000005934033,0.0001763196,0.00007321316,0.000017331486,0.00002034315,0.00063179206,0.0000016406151,0.00002374506,0.02968087,0.81161183,0.15774186],"study_design_scores_gemma":[0.00015596811,0.000083659834,0.0002852491,0.00022850327,0.000027704353,0.000011743015,0.000012389484,0.000010509213,0.000019020845,0.03337477,0.9653409,0.0004495784],"about_ca_topic_score_codex":0.00038590241,"about_ca_topic_score_gemma":0.0010300777,"teacher_disagreement_score":0.15729229,"about_ca_system_score_codex":0.0003319816,"about_ca_system_score_gemma":0.00005124335,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W4232765766","doi":"10.4337/9781789902976.00006","title":"Author biographies","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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 du Québec à Montréal; École Nationale d'Administration Publique","funders":"","keywords":"History","score_opus":0.03924403343775527,"score_gpt":0.24146692074307757,"score_spread":0.2022228873053223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232765766","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":[0.00016521414,0.00044422687,0.00034178814,0.00022351953,0.005438868,0.00019675858,0.000047745547,0.0014105225,0.99173135],"genre_scores_gemma":[0.0017172981,0.000065058644,0.0005238034,0.00022371016,0.003181327,0.000024918192,0.00040859007,0.0002299406,0.99362534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809617,0.000028815755,0.0004625261,0.00042193927,0.0006458259,0.0003447343],"domain_scores_gemma":[0.99887514,0.000047605587,0.000103917766,0.00057221216,0.00020913476,0.00019201274],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004730962,0.0004547821,0.00041825374,0.0006604677,0.00015685662,0.0015106451,0.0003629259,0.0007531847,0.020521259],"category_scores_gemma":[0.000079043544,0.0005114555,0.00033266903,0.000043712324,0.000097660726,0.00047133648,0.00009367476,0.0010356462,0.0027608557],"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":[0.0000019542897,0.000003157486,0.0000031957015,0.00012493743,0.00016231799,0.000019364845,0.00051840564,0.00011507183,0.00023886576,0.0106826285,0.9615724,0.026557716],"study_design_scores_gemma":[0.00014857922,0.000013513377,0.00007889951,0.00023001143,0.00006776672,0.000009385967,0.000045347624,0.00028173928,0.00005615799,0.0044310316,0.99408567,0.0005518707],"about_ca_topic_score_codex":0.0000014805901,"about_ca_topic_score_gemma":0.00008407311,"teacher_disagreement_score":0.032513313,"about_ca_system_score_codex":0.00016866125,"about_ca_system_score_gemma":0.000084393316,"threshold_uncertainty_score":0.9997337},"labels":[],"label_agreement":null},{"id":"W4233079707","doi":"10.4337/9781788118262.00020","title":"Extra-contractual civil liability","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","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":"Liability; Institution; Harm; Externality; Damages; Legal liability; Business; Actuarial science; Strict liability; Compensation (psychology); Law and economics; Accident (philosophy); Economics; Law; Political science; Finance; Microeconomics; Psychology","score_opus":0.03646756164678484,"score_gpt":0.20413407879256393,"score_spread":0.16766651714577907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233079707","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":[0.00042327592,0.003483547,0.0003837492,0.0006572663,0.007047705,0.0006088455,0.000921083,0.00026727875,0.98620725],"genre_scores_gemma":[0.12002429,0.00021202303,0.00023558183,0.0015104404,0.006087773,0.00006489441,0.0003881961,0.00035077636,0.871126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99472046,0.000038759328,0.0023762928,0.0017927369,0.00017152549,0.00090020156],"domain_scores_gemma":[0.9957822,0.00027287437,0.0016832185,0.0016037228,0.0002122767,0.00044569655],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002549415,0.0006860997,0.0020724514,0.0004397336,0.00032080236,0.0029936554,0.0011437124,0.0015546676,0.00418729],"category_scores_gemma":[0.000803294,0.0010376981,0.00091821555,0.000040179584,0.0003690244,0.0011676827,0.00036134798,0.001524194,0.0016171564],"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":[0.00001606159,0.000031734387,0.00042640205,0.00011397992,0.0003290373,0.00003896549,0.0005238042,0.00000377996,0.0000018753933,0.9496607,0.04445656,0.004397054],"study_design_scores_gemma":[0.00041090333,0.000036716963,0.00012862212,0.00012573587,0.00002511969,0.000014220206,0.00003019304,0.000029336015,0.000010207351,0.3044894,0.69386995,0.000829594],"about_ca_topic_score_codex":0.0010479594,"about_ca_topic_score_gemma":0.0016146082,"teacher_disagreement_score":0.64941335,"about_ca_system_score_codex":0.0007806892,"about_ca_system_score_gemma":0.0003197394,"threshold_uncertainty_score":0.9997415},"labels":[],"label_agreement":null},{"id":"W4233122093","doi":"10.4337/9781781007693.00005","title":"Preface and Acknowledgements","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","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":"Universiteit van Amsterdam; European Commission","keywords":"Computer science","score_opus":0.03591314160184667,"score_gpt":0.21282933456986325,"score_spread":0.17691619296801658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233122093","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":[0.0013115081,0.0028513982,0.00019911627,0.00027588254,0.0020835334,0.0003528343,0.0006236999,0.00014083329,0.9921612],"genre_scores_gemma":[0.015517231,0.00093634723,0.000583233,0.000570055,0.00092736376,0.000021069949,0.00014864236,0.00016920613,0.98112684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997509,0.00001589748,0.0009421411,0.0009516206,0.00012772594,0.00045358515],"domain_scores_gemma":[0.9979582,0.00008581126,0.0007371598,0.000766249,0.00022345483,0.00022915243],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010311829,0.0004868779,0.000827803,0.000361402,0.00022599981,0.0010730944,0.00059138075,0.0006630191,0.00089890236],"category_scores_gemma":[0.000508603,0.00057323714,0.00020842516,0.000029097877,0.00015914394,0.0006064422,0.0005055449,0.00085336325,0.0006786762],"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":[0.000017267655,0.000021137606,0.0009914936,0.00013612852,0.00025650134,0.000028534963,0.0005460089,8.5684644e-7,5.827836e-7,0.8970063,0.09101086,0.009984326],"study_design_scores_gemma":[0.00033535363,0.000028578504,0.000463351,0.000072979594,0.0000124311655,0.000005857587,0.0000034001762,0.000055172066,0.0000014034772,0.21783634,0.78066003,0.0005251087],"about_ca_topic_score_codex":0.00007547834,"about_ca_topic_score_gemma":0.00007828974,"teacher_disagreement_score":0.68964916,"about_ca_system_score_codex":0.00021327542,"about_ca_system_score_gemma":0.00007723073,"threshold_uncertainty_score":0.9999639},"labels":[],"label_agreement":null},{"id":"W4233608063","doi":"10.4337/9781847204431.00005","title":"Preface","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation and Knowledge Management","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":"Internationalization; Premise; Order (exchange); Business; Foreign direct investment; Competitive advantage; General partnership; Productivity; Theme (computing); Face (sociological concept); Marketing; Industrial organization; Political science; Economics; International trade; Economic growth; Sociology","score_opus":0.04726836586815046,"score_gpt":0.23781621350105564,"score_spread":0.19054784763290517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233608063","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":[0.000007885933,0.00009585927,0.000293394,0.00070792343,0.0033680035,0.00055404374,0.000005564652,0.00078536785,0.99418193],"genre_scores_gemma":[0.0037630945,0.0000028240888,0.0003302125,0.009913479,0.008911886,0.000017308645,0.0002469693,0.00021630643,0.9765979],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707365,0.0000046459013,0.00072340184,0.00072072615,0.00087644276,0.0006011382],"domain_scores_gemma":[0.99771804,0.000040498773,0.0006959684,0.00074019615,0.00077266875,0.000032654294],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014585351,0.00060806546,0.00047977126,0.001333041,0.00031490263,0.0044987644,0.0009549531,0.00058677036,0.0013082941],"category_scores_gemma":[0.00020051622,0.0006189578,0.00024788512,0.00011576865,0.00010509291,0.0016044056,0.00088423066,0.00105978,0.0038891418],"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":[0.000014554919,0.000010127063,0.000011758219,0.00020367187,0.00007422557,0.000028475204,0.000030008448,3.492159e-7,0.0000028894342,0.7667946,0.19628654,0.036542784],"study_design_scores_gemma":[0.0003437264,0.0000060679745,0.000018274106,0.000210296,0.000085785025,0.0000017298606,0.00004115756,0.000047813253,0.0000066377715,0.06454166,0.93403983,0.0006570229],"about_ca_topic_score_codex":0.00006014351,"about_ca_topic_score_gemma":0.00021301002,"teacher_disagreement_score":0.7377533,"about_ca_system_score_codex":0.00017010576,"about_ca_system_score_gemma":0.00007073256,"threshold_uncertainty_score":0.99962616},"labels":[],"label_agreement":null},{"id":"W4234097120","doi":"10.4337/9781782545880.00005","title":"Notes on Contributors","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"Wilfrid Laurier University","funders":"","keywords":"History","score_opus":0.031656695753250017,"score_gpt":0.22882355230295068,"score_spread":0.19716685654970068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234097120","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":[0.00036521952,0.00006056634,0.00030472755,0.00018811917,0.004187526,0.00039595817,0.00005264513,0.0012894516,0.9931558],"genre_scores_gemma":[0.018775288,0.000025121342,0.00017381985,0.00066131866,0.0046523334,0.000055641263,0.0003290725,0.00029469575,0.9750327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980988,0.000025120817,0.00044710704,0.0003833336,0.00066128746,0.00038438063],"domain_scores_gemma":[0.99879193,0.00015610138,0.00012526309,0.0005252024,0.00019203135,0.00020943895],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000413029,0.00051080727,0.00044047326,0.00034731557,0.00013508573,0.0012768612,0.0003783446,0.00075462245,0.03300146],"category_scores_gemma":[0.00020340033,0.00050347974,0.00021667685,0.000013394345,0.000064741456,0.00047229353,0.000053657634,0.0011244417,0.030304773],"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":[0.0000046283344,0.000004456499,0.0000018945306,0.000066649685,0.00011494435,0.0000058533187,0.00034256134,0.0005670575,0.0001431101,0.015509388,0.9335822,0.049657296],"study_design_scores_gemma":[0.00029244274,0.000042108386,0.00009044793,0.00021425505,0.000040724648,0.00000282606,0.000007668507,0.00089100766,0.000089995665,0.0058958386,0.9918622,0.0005704853],"about_ca_topic_score_codex":0.000003304415,"about_ca_topic_score_gemma":0.000027202821,"teacher_disagreement_score":0.05828004,"about_ca_system_score_codex":0.00039114745,"about_ca_system_score_gemma":0.000057854664,"threshold_uncertainty_score":0.9997599},"labels":[],"label_agreement":null},{"id":"W4235221720","doi":"10.4337/9781848442993.00015","title":"Managing Without Growth in Canada: Exploring the Possibilities","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Political science","score_opus":0.05394953764574902,"score_gpt":0.24252539893975475,"score_spread":0.18857586129400572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235221720","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":[0.00795215,0.00051847147,0.0000045012384,0.007878714,0.0025267187,0.00036615366,0.000023000526,0.0000915981,0.9806387],"genre_scores_gemma":[0.24534774,0.0008520607,0.00006722756,0.0011618542,0.0022218702,0.00006255753,0.0000058892197,0.0000700378,0.75021076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963429,0.000112877264,0.00044419305,0.00056177325,0.0017337406,0.0008044944],"domain_scores_gemma":[0.9985876,0.00034055448,0.00034904195,0.00034344135,0.00017596089,0.00020339488],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013817159,0.00032029764,0.0004117535,0.00011169909,0.0011434179,0.0011288752,0.0015327138,0.0001943628,0.000088740446],"category_scores_gemma":[0.0006008116,0.00026582569,0.00014189932,0.00009795988,0.0006049613,0.0012052685,0.00023388633,0.0010292294,0.000013007945],"study_design_candidate":"not_applicable","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":[0.000019843597,0.000007227348,0.007888069,0.00004980767,0.000068120615,0.00013068345,0.112954624,0.000014664242,6.375364e-7,0.62797683,0.18863584,0.06225365],"study_design_scores_gemma":[0.00014987706,0.000010557033,0.0029717954,0.0003058532,0.000013810875,0.0000025044676,0.013798536,0.000008461961,0.0000035757894,0.0419611,0.9401943,0.0005796157],"about_ca_topic_score_codex":0.9921482,"about_ca_topic_score_gemma":0.99701554,"teacher_disagreement_score":0.7515585,"about_ca_system_score_codex":0.0023064977,"about_ca_system_score_gemma":0.006481262,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W4236252958","doi":"10.4337/9781781951200.00029","title":"References","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"HEC Montréal; Trent University; Nottingham Trent University","keywords":"Computer science","score_opus":0.044950972267682916,"score_gpt":0.24440144458516067,"score_spread":0.19945047231747776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236252958","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":[0.000029465109,0.0007079079,0.000026240272,0.00038635684,0.0027634636,0.00063021405,0.00039190936,0.0014690924,0.99359536],"genre_scores_gemma":[0.0010470316,0.000019398181,0.001320046,0.0015267825,0.0015956284,0.00004831322,0.00041859105,0.0009595911,0.99306464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938676,0.00014823738,0.0011021572,0.0016323796,0.002063258,0.0011864203],"domain_scores_gemma":[0.99544704,0.0002469064,0.0010675607,0.0019405008,0.00070062437,0.0005973457],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0020048956,0.001312103,0.0012231395,0.0010389909,0.0003914643,0.004931635,0.0020658625,0.0018872824,0.0029986817],"category_scores_gemma":[0.0008744703,0.0013066401,0.00057564705,0.0000611984,0.0004270155,0.0015251507,0.00048518585,0.0033358748,0.010694757],"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":[0.000023541126,0.0000099317085,0.0000093453455,0.000051913907,0.00022850106,0.00007542113,0.00023400785,8.175714e-7,0.000035560795,0.37465712,0.61349916,0.011174687],"study_design_scores_gemma":[0.00039467693,0.00006525697,0.000010165718,0.00042197492,0.00015914084,0.00005772013,0.000024062603,0.0000023987752,0.00010630484,0.10819559,0.889275,0.0012876958],"about_ca_topic_score_codex":0.0001247075,"about_ca_topic_score_gemma":0.00034718929,"teacher_disagreement_score":0.27577588,"about_ca_system_score_codex":0.0006391652,"about_ca_system_score_gemma":0.0006783821,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W4236864286","doi":"10.4337/9781784712044.00005","title":"Table of cases","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Government of Canada; Archer Daniels Midland; Duke Energy","keywords":"Table (database); Computer science; Database","score_opus":0.06705211371603881,"score_gpt":0.2658414801606134,"score_spread":0.19878936644457457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236864286","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":[0.00009061192,0.0014876178,0.00001643117,0.000069217225,0.001512294,0.00061586127,0.0016795897,0.0007734258,0.9937549],"genre_scores_gemma":[0.007403009,0.0000061461833,0.0009001549,0.00013794604,0.0015352389,0.000028368755,0.00058728596,0.0008972028,0.98850465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946275,0.00008551684,0.0011734539,0.0010413415,0.0021910078,0.00088118395],"domain_scores_gemma":[0.9938799,0.00035113402,0.0014438758,0.0018624358,0.001866861,0.00059578294],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023316625,0.00096584304,0.0014397533,0.00096984336,0.00014575454,0.0014162628,0.0017073525,0.0012972243,0.0013546231],"category_scores_gemma":[0.0020914304,0.0009935002,0.00042294752,0.00007249999,0.00045501217,0.0015105443,0.0008539482,0.0017925154,0.002492789],"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":[0.000087275905,0.000022473521,0.000014275312,0.0001595047,0.00030861312,0.0003073794,0.00034135944,0.000009789358,0.00015305454,0.20022982,0.7941059,0.0042605717],"study_design_scores_gemma":[0.0006414079,0.00013906482,0.0000038766743,0.0006277049,0.00023654383,0.00022276261,0.000038954433,0.000008966473,0.00037531473,0.03809917,0.95868516,0.0009210979],"about_ca_topic_score_codex":0.0008743012,"about_ca_topic_score_gemma":0.00056812505,"teacher_disagreement_score":0.16457926,"about_ca_system_score_codex":0.000493717,"about_ca_system_score_gemma":0.0017078037,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W4237686939","doi":"10.4337/9781848445208.00006","title":"Preface","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Philosophy","score_opus":0.03217664397210592,"score_gpt":0.26129138818217174,"score_spread":0.2291147442100658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237686939","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":[0.000073724535,0.00035015185,0.000022069193,0.001713032,0.001935533,0.0004072841,0.00007566028,0.0004011919,0.99502134],"genre_scores_gemma":[0.0021541126,0.00031089497,0.00025603364,0.0018582685,0.0022865534,0.000014183733,0.00005625808,0.00009446834,0.9929692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972964,0.00006836658,0.0003709982,0.00052689883,0.0011449401,0.0005924113],"domain_scores_gemma":[0.99839056,0.00011777252,0.00029068452,0.0005385957,0.00032049633,0.00034190816],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071999273,0.00034124148,0.00036982063,0.00020485366,0.0011299632,0.0015050785,0.0009890988,0.0007577972,0.0012880416],"category_scores_gemma":[0.00030597363,0.00033722163,0.00023138423,0.000033797183,0.00040816696,0.0007665973,0.00023462388,0.0009394819,0.00006202023],"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":[0.0000026458604,0.000006683401,0.0000071456934,0.0000037638129,0.000055052256,0.000020478496,0.0038304753,3.1603201e-7,0.0000015951114,0.6614776,0.31696045,0.017633727],"study_design_scores_gemma":[0.00015847773,0.000019331294,0.00008711239,0.00008842707,0.000030279303,0.0000015724671,0.00011600168,4.1246253e-7,0.000005987632,0.013266138,0.98582536,0.00040092404],"about_ca_topic_score_codex":0.0024152894,"about_ca_topic_score_gemma":0.004987292,"teacher_disagreement_score":0.66886485,"about_ca_system_score_codex":0.00030939712,"about_ca_system_score_gemma":0.0009035021,"threshold_uncertainty_score":0.999908},"labels":[],"label_agreement":null},{"id":"W4237832054","doi":"10.4337/9781788976817.00006","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Publishing; Political science; Library science; Entrepreneurship; Regional science; Sociology; Geography; Computer science; Law","score_opus":0.01768705926495116,"score_gpt":0.20175497068088755,"score_spread":0.1840679114159364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237832054","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":[0.00005572081,0.00015949926,0.00020469513,0.00707888,0.006715738,0.00017526411,0.000010263664,0.0003004409,0.9852995],"genre_scores_gemma":[0.0024940674,0.000007629887,0.00016153911,0.004017153,0.056328278,0.000015548989,0.0008601859,0.00015154383,0.93596405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977956,0.0000041675844,0.00045585795,0.00067834515,0.000739379,0.00032664224],"domain_scores_gemma":[0.99784756,0.000028476405,0.00049095385,0.000505682,0.0011071799,0.00002013849],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043531772,0.00042422934,0.0004084243,0.00054208987,0.00022698045,0.0054155295,0.0005546086,0.0004377745,0.0048630354],"category_scores_gemma":[0.00033004454,0.0004331391,0.00026125263,0.0000538973,0.00007188164,0.0025396873,0.00049228047,0.000787226,0.0012109405],"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":[0.000009901424,0.0000066505904,0.000007824663,0.00009090883,0.00006465084,0.000035263587,0.000007734484,0.000004259085,0.000017884602,0.65561604,0.3298101,0.014328758],"study_design_scores_gemma":[0.00018806357,0.00000277976,0.000055988876,0.00016044134,0.00008056621,0.000012076522,0.000011390815,0.00006732531,0.000011820403,0.04195431,0.9569983,0.0004569432],"about_ca_topic_score_codex":0.0002061298,"about_ca_topic_score_gemma":0.00009988899,"teacher_disagreement_score":0.6271882,"about_ca_system_score_codex":0.00012468648,"about_ca_system_score_gemma":0.00009983674,"threshold_uncertainty_score":0.99981207},"labels":[],"label_agreement":null},{"id":"W4237960766","doi":"10.4337/9781800881099.00010","title":"Between the commodity and the gift: the Coastal GasLink pipeline and the contested temporalities of Canadian and Witsuwit’en law","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Mining and Resource Management","field":"Engineering","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":"Temporalities; Commodity; Capitalism; Colonialism; Value (mathematics); Solidarity; Indigenous; Futures contract; Economy; Political economy; Politics; Sociology; Political science; Law; Law and economics; Economics; Market economy; Finance","score_opus":0.01894506691151754,"score_gpt":0.18060578026304344,"score_spread":0.1616607133515259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237960766","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":[0.0015937471,0.002341871,0.000065965374,0.029904919,0.00027715848,0.001139389,0.00043229107,0.00014341097,0.96410125],"genre_scores_gemma":[0.9463136,0.0001880853,0.000035271194,0.0018290104,0.000852188,0.000036473913,0.000087597204,0.00011071058,0.050547067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984179,0.00020924391,0.0004576857,0.00026778065,0.00035572116,0.00029163575],"domain_scores_gemma":[0.99764115,0.0014187406,0.00018094147,0.00053353043,0.00006520859,0.00016045003],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021731493,0.00038347274,0.0005926157,0.00011428368,0.0005331136,0.0011314558,0.0006576389,0.00022452799,0.000009218056],"category_scores_gemma":[0.00017339524,0.00017244964,0.00010193285,0.00003980161,0.0019378907,0.00009932129,0.00044388603,0.0012305272,0.0000011662012],"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":[0.00010373004,0.0000020195694,0.00026194233,0.00039674758,0.0009960944,0.000014948987,0.027889132,0.00008724392,9.2202066e-7,0.88050514,0.08281925,0.0069228457],"study_design_scores_gemma":[0.001589165,0.000025957634,0.00028885453,0.00021231502,0.00033070202,0.000016339889,0.0019668783,0.0016329357,0.0000038292083,0.00659974,0.98704225,0.00029103798],"about_ca_topic_score_codex":0.041594714,"about_ca_topic_score_gemma":0.056182418,"teacher_disagreement_score":0.94471985,"about_ca_system_score_codex":0.000022435672,"about_ca_system_score_gemma":0.00005691743,"threshold_uncertainty_score":0.99990547},"labels":[],"label_agreement":null},{"id":"W4238055042","doi":"10.4337/9781839108457.00013","title":"Denmark","year":2020,"lang":"pt","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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":"Bankruptcy; Jurisprudence; Danish; Start up; Business; Political science; Law; Law and economics; Economics; Business administration","score_opus":0.03092377056859995,"score_gpt":0.20237182212948504,"score_spread":0.17144805156088508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238055042","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":[0.00027809033,0.00069456047,0.0001983814,0.0077706594,0.005203374,0.000795099,0.00007804092,0.00052385085,0.98445797],"genre_scores_gemma":[0.11466022,0.00008029458,0.00018904486,0.02608212,0.021935979,0.000046948953,0.0005160842,0.0006578997,0.8358314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942384,0.000024566167,0.0012641837,0.001721293,0.0016642804,0.0010872971],"domain_scores_gemma":[0.99557525,0.00013012192,0.0021088761,0.0012176591,0.00079616427,0.00017195333],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009142886,0.001388383,0.0013150501,0.0005235515,0.00070510566,0.013731492,0.0021655431,0.0011414322,0.0056910953],"category_scores_gemma":[0.00066968985,0.0014778529,0.0008048695,0.0001956479,0.00026598066,0.0057680225,0.001955677,0.0025120457,0.012444539],"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":[0.00012639738,0.000024990206,0.00032661346,0.0007477356,0.0003157569,0.0004378386,0.00013267311,0.0000030065514,0.00005288206,0.5508815,0.3959406,0.051009987],"study_design_scores_gemma":[0.0008264283,0.00003304282,0.0002541232,0.000991794,0.00042694097,0.00001072305,0.00009057806,0.0001671124,0.00003100654,0.02084275,0.97470593,0.0016195556],"about_ca_topic_score_codex":0.00083199184,"about_ca_topic_score_gemma":0.00053545623,"teacher_disagreement_score":0.57876533,"about_ca_system_score_codex":0.00020909288,"about_ca_system_score_gemma":0.00032488702,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W4238090121","doi":"10.4337/9781849803298.00007","title":"The United Kingdom","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","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":"Politics; Government (linguistics); Kingdom; Public administration; Corporate governance; Political science; Administration (probate law); Law; Management; Economics","score_opus":0.04390514630918874,"score_gpt":0.2813947556856041,"score_spread":0.2374896093764154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238090121","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":[0.00013666696,0.00010909839,0.000029078363,0.00527297,0.0039375224,0.0003346772,0.00004667036,0.00024051568,0.9898928],"genre_scores_gemma":[0.0064755497,0.00002481318,0.000067567875,0.0010971593,0.005036511,0.000018260715,0.000017907394,0.00007452965,0.9871877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696887,0.00011244875,0.00043819658,0.00041615567,0.0012348089,0.00082954403],"domain_scores_gemma":[0.99739087,0.0007869717,0.00042173878,0.00064924854,0.0003422356,0.00040896444],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022494306,0.00031069067,0.00033150945,0.00010336855,0.001986601,0.0039704163,0.0014957887,0.00105799,0.0001963359],"category_scores_gemma":[0.0020982928,0.00022985828,0.00024038626,0.000041305935,0.00096413057,0.00037745663,0.0002268291,0.0019752542,0.00020894072],"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":[0.0000037437283,0.0000020519844,0.000007680052,0.0000074481386,0.000031935306,0.000009328989,0.0005914145,4.5820855e-8,0.0000039782317,0.9504908,0.04433845,0.004513168],"study_design_scores_gemma":[0.00008911793,0.000009371477,0.000028772147,0.00011710436,0.000018986759,0.0000018468693,0.000023796592,0.0000010554729,0.000006496664,0.11389683,0.88552964,0.00027699326],"about_ca_topic_score_codex":0.060162228,"about_ca_topic_score_gemma":0.02685044,"teacher_disagreement_score":0.8411912,"about_ca_system_score_codex":0.00025329407,"about_ca_system_score_gemma":0.0006704947,"threshold_uncertainty_score":0.9993127},"labels":[],"label_agreement":null},{"id":"W4238556598","doi":"10.4337/9780857935168.00004","title":"Treaties","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"European Commission; Government of Jiangxi Province; Australian Government; University of Cambridge; Government of Canada; Global Environment Facility","keywords":"Political science","score_opus":0.040755844101724295,"score_gpt":0.26104723137910124,"score_spread":0.22029138727737696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238556598","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":[0.000028619052,0.00007983992,0.00005568577,0.00066182856,0.0016852731,0.000196217,0.000036390717,0.00023762928,0.9970185],"genre_scores_gemma":[0.011618825,0.000037642145,0.000166178,0.0004112551,0.0025262358,0.000011677119,0.00008261748,0.000052320484,0.98509324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982746,0.0000474447,0.0002854863,0.00031584,0.00078238937,0.00029423353],"domain_scores_gemma":[0.9988913,0.000105819025,0.0002804617,0.00022671411,0.0003642618,0.00013142196],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006709878,0.00022772125,0.00023597894,0.00019048796,0.0004827505,0.0011803582,0.00059766596,0.00054857135,0.0019218982],"category_scores_gemma":[0.00024249389,0.00023097332,0.0001889492,0.000011592436,0.00023531454,0.0007774149,0.00008529185,0.0004797315,0.00038143873],"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":[0.000006338339,0.0000038406865,0.000014365604,0.0000062188765,0.000045259236,0.0000062066356,0.003923471,7.312421e-8,7.5899106e-7,0.93414325,0.044307586,0.01754264],"study_design_scores_gemma":[0.000062196734,0.000013801243,0.000020843225,0.00007146153,0.000022155999,6.574618e-7,0.000054032014,3.2356692e-7,0.000012366428,0.26255584,0.73699045,0.00019584899],"about_ca_topic_score_codex":0.0051153237,"about_ca_topic_score_gemma":0.005988604,"teacher_disagreement_score":0.69268286,"about_ca_system_score_codex":0.0002601363,"about_ca_system_score_gemma":0.00041924772,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W4239658381","doi":"10.4337/9781848446212.00007","title":"Cases","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Petroleum Research Newfoundland and Labrador","funders":"U.S. Department of Justice","keywords":"Geography","score_opus":0.03765618579771196,"score_gpt":0.24826489064615256,"score_spread":0.2106087048484406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239658381","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":[0.000043797576,0.00078467,0.000012407422,0.00039276047,0.0015500892,0.00073033327,0.0005620047,0.0024295044,0.99349445],"genre_scores_gemma":[0.0029259468,0.000012207992,0.0009065991,0.0015752689,0.0037386362,0.000026699368,0.0006237137,0.0010168252,0.9891741],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406904,0.00008883346,0.0010808678,0.0015593744,0.001958454,0.0012434333],"domain_scores_gemma":[0.9952463,0.00037997784,0.0009675224,0.002090552,0.0006419587,0.00067372044],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0013744282,0.0013898058,0.0012753505,0.001191521,0.0003914803,0.005021508,0.0019457856,0.0017513456,0.0016287265],"category_scores_gemma":[0.0011654239,0.0014605639,0.00075299747,0.00005410208,0.00032381047,0.0016702149,0.0005271186,0.00312422,0.010892304],"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":[0.00006341575,0.000020022933,0.0000045047946,0.00005138741,0.000232171,0.0012193321,0.00024825003,0.0000024742317,0.00006382694,0.21623808,0.67788136,0.103975184],"study_design_scores_gemma":[0.0004926025,0.00014074224,0.000023585346,0.0005501292,0.00021987795,0.0004662068,0.0000128173515,0.0000050284843,0.000107945554,0.05341367,0.94311005,0.0014573521],"about_ca_topic_score_codex":0.00020146513,"about_ca_topic_score_gemma":0.00040816696,"teacher_disagreement_score":0.2652287,"about_ca_system_score_codex":0.00083010196,"about_ca_system_score_gemma":0.0007476152,"threshold_uncertainty_score":0.99988526},"labels":[],"label_agreement":null},{"id":"W4240019898","doi":"10.4337/9781848445024.00006","title":"Table of jurisprudence","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","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":"General Motors of Canada; Jaguar Land Rover; Université Laval; Mattel; RAND Corporation; Loblaw Companies Limited; McDonald's Corporation","keywords":"Table (database); Jurisprudence; Law; Computer science; Political science; Database","score_opus":0.032279226762637794,"score_gpt":0.2693124874955256,"score_spread":0.23703326073288783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240019898","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":[0.00013925825,0.00062408566,0.000055784658,0.00064188696,0.0014166858,0.00029939544,0.00004040467,0.00021004996,0.99657243],"genre_scores_gemma":[0.012026642,0.00065922516,0.00027179785,0.00022274854,0.0017728416,0.0000095160985,0.000025132826,0.000066271474,0.98494583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730206,0.000055419307,0.0005154777,0.00044398964,0.0012395516,0.00044352055],"domain_scores_gemma":[0.9981071,0.00016347645,0.00053184375,0.0004712738,0.00049711193,0.00022924186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010367412,0.0002828215,0.00048551985,0.00025249153,0.00057731854,0.0005795802,0.0008190258,0.00076091447,0.0007193892],"category_scores_gemma":[0.00030432348,0.00030772085,0.00024394787,0.000049097864,0.00056729175,0.00077472575,0.00017112514,0.00074296247,0.000060329723],"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":[0.000024352512,0.000020646994,0.00006389319,0.000060220173,0.00011152141,0.00003740356,0.014991962,0.0000017161968,0.00003373347,0.6825042,0.2419453,0.060205083],"study_design_scores_gemma":[0.00013579267,0.000037549024,0.000041880612,0.00020348106,0.00003602017,0.0000039241113,0.00009563281,0.0000017365892,0.00005354927,0.0055681407,0.9935181,0.0003041956],"about_ca_topic_score_codex":0.0035987436,"about_ca_topic_score_gemma":0.0018774219,"teacher_disagreement_score":0.7515728,"about_ca_system_score_codex":0.0001443668,"about_ca_system_score_gemma":0.0010462998,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W4240064410","doi":"10.4337/9781786432919.00021","title":"Approaches to entrepreneurship education: a qualitative review and comparison of the US and Canada","year":2018,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Entrepreneurship; Entrepreneurship education; Field (mathematics); Qualitative research; Political science; State (computer science); Sociology; Public relations; Pedagogy; Social science; Computer science","score_opus":0.14927913135855972,"score_gpt":0.3260916580041386,"score_spread":0.17681252664557887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240064410","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":[0.0003002151,0.97573006,7.410102e-7,0.002554812,0.000727328,0.0010656699,0.00001764668,0.000025316243,0.019578233],"genre_scores_gemma":[0.0012530535,0.9872242,0.00011496389,0.007432673,0.0017328745,0.0003301405,0.000051608382,0.00007482393,0.0017856676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978628,0.00015607904,0.00072613294,0.0005680848,0.00039487454,0.00029202682],"domain_scores_gemma":[0.9980614,0.00025557593,0.0009201205,0.00050289254,0.00021738309,0.000042630247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088670006,0.0003910308,0.0013032939,0.00012339592,0.00026927338,0.0008544277,0.0006868817,0.00011193295,0.00001668228],"category_scores_gemma":[0.0012752594,0.00025621025,0.00014245327,0.00026469017,0.00018683517,0.0005306952,0.0008583791,0.00033646278,0.000004101011],"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":[0.0000035373969,0.000038348848,0.0037603974,0.07896217,0.00022818023,4.822849e-7,0.0015267206,2.2725074e-7,1.970831e-8,0.0060120253,0.27753052,0.6319374],"study_design_scores_gemma":[0.000040448933,0.0000068068944,0.00016205618,0.01716356,0.0007562254,0.0000024689086,0.0007883955,5.4904086e-7,2.8111666e-7,0.00020857387,0.98059547,0.00027516397],"about_ca_topic_score_codex":0.1281326,"about_ca_topic_score_gemma":0.1531127,"teacher_disagreement_score":0.703065,"about_ca_system_score_codex":0.0000624778,"about_ca_system_score_gemma":0.0005415084,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W4240081681","doi":"10.4337/9781784718282.00004","title":"Acronyms and abbreviations","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Medical and Biological Sciences","field":"Medicine","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":"Centers for Disease Control and Prevention; Commission for Environmental Cooperation; Agriculture and Agri-Food Canada; Archer Daniels Midland; Canadian Food Inspection Agency","keywords":"Computer science","score_opus":0.07704905567628885,"score_gpt":0.2845316238928228,"score_spread":0.207482568216534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240081681","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":[0.00029808772,0.0012600082,0.000032959288,0.0062171454,0.00047758874,0.00030100992,0.000027986729,0.00014625164,0.99123895],"genre_scores_gemma":[0.009828214,0.00008320066,0.00070461346,0.0025437193,0.0015200498,0.000010784757,0.0001100804,0.000024933324,0.9851744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981483,0.00002031847,0.0003340065,0.0004743657,0.00071461074,0.00030836367],"domain_scores_gemma":[0.99857277,0.000120081735,0.0001576548,0.0002686192,0.00020374611,0.00067711563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095435773,0.00025823058,0.000492013,0.00009762473,0.0001188842,0.00037697042,0.00025252515,0.0005985605,0.00091454317],"category_scores_gemma":[0.0009806721,0.0001571224,0.00011430199,0.000022282533,0.0003922961,0.00017779089,0.0002330966,0.00081492687,0.00010743153],"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":[0.00004480503,0.000028300887,0.00040600376,0.00015332477,0.00011938736,0.00009315715,0.0002139426,5.8930162e-8,0.000082800994,0.24342081,0.43803725,0.31740016],"study_design_scores_gemma":[0.00031853505,0.0001980225,0.00042259475,0.00025239337,0.00007186356,0.000055328142,0.000014399418,0.000006528392,0.0000044840544,0.05900337,0.93945104,0.00020145094],"about_ca_topic_score_codex":0.000038317412,"about_ca_topic_score_gemma":0.000028574263,"teacher_disagreement_score":0.50141376,"about_ca_system_score_codex":0.00006957251,"about_ca_system_score_gemma":0.00026950508,"threshold_uncertainty_score":0.99999875},"labels":[],"label_agreement":null},{"id":"W4240368859","doi":"10.4337/9781789900149.00006","title":"Acknowledgments","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Ocean Frontier Institute; Australian Research Council; Dalhousie University; Social Sciences and Humanities Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Geography","score_opus":0.015625582683269433,"score_gpt":0.2218419409785715,"score_spread":0.20621635829530205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240368859","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":[0.00014132727,0.00010757973,0.000030976335,0.00039436907,0.0015671644,0.0002134997,0.00004023863,0.00017152312,0.99733335],"genre_scores_gemma":[0.0026578396,0.000010601728,0.0012760932,0.0010070588,0.00087177835,0.000013771833,0.00019322775,0.0001264109,0.9938432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721396,0.00003234259,0.0004182822,0.00077421014,0.0011507556,0.00041045184],"domain_scores_gemma":[0.99875253,0.000091364695,0.00023194692,0.0006400368,0.00008793844,0.0001961917],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003801483,0.00043205888,0.00037631826,0.00008424482,0.00016263322,0.0012528722,0.0010201118,0.00052103685,0.04137024],"category_scores_gemma":[0.00022002474,0.000463619,0.0002334899,0.00002130838,0.00021443995,0.0007125833,0.0013727683,0.00088643626,0.006782667],"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":[0.000014612024,0.00003286707,0.00020096615,0.000039832434,0.00019862237,0.0002694958,0.00038435403,0.000012517163,0.00018625967,0.3345272,0.62323827,0.04089504],"study_design_scores_gemma":[0.00016741359,0.000021159387,0.00012703492,0.0001893109,0.00003461785,0.00002060938,0.000007900462,0.000015785194,0.00028609313,0.031277668,0.96738034,0.0004720332],"about_ca_topic_score_codex":0.00020613126,"about_ca_topic_score_gemma":0.00038254444,"teacher_disagreement_score":0.34414214,"about_ca_system_score_codex":0.00064890715,"about_ca_system_score_gemma":0.00006465347,"threshold_uncertainty_score":0.99978393},"labels":[],"label_agreement":null},{"id":"W4241646700","doi":"10.4337/9781788972222.00041","title":"Judicial supervision of anti-terrorism laws in comparative democracies","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","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":"Principle of legality; Political science; Law; Terrorism; Judicial review; Human rights","score_opus":0.09417712624748513,"score_gpt":0.31095362392026044,"score_spread":0.2167764976727753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241646700","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":[0.0032114352,0.00020689871,0.00014679709,0.0012034347,0.000974989,0.0005300873,0.00009161549,0.0001313641,0.9935034],"genre_scores_gemma":[0.8689958,0.00030710464,0.0009204792,0.0009547849,0.004133444,0.000019723715,0.00031382486,0.00014160133,0.124213226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738276,0.00024433451,0.00062743644,0.0005295667,0.0008707277,0.0003451935],"domain_scores_gemma":[0.9986733,0.00017426311,0.00041842906,0.00030406215,0.00025826102,0.00017164634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011912035,0.00030726314,0.0006544464,0.00032335412,0.00033554746,0.0005993379,0.00075665425,0.0004572769,0.00015222057],"category_scores_gemma":[0.0005481663,0.00032366466,0.00016514355,0.00007429291,0.00042363317,0.0010757518,0.00031756496,0.0011495905,0.000109262735],"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":[0.00026672657,0.00007255906,0.000152164,0.0005328394,0.00015939325,0.00025500718,0.13070197,0.000012567794,0.0006604906,0.76209337,0.05624038,0.048852533],"study_design_scores_gemma":[0.00039338754,0.00018095727,0.00021259312,0.000817997,0.00014237694,0.0000028562165,0.008769275,0.000024265413,0.00020886998,0.020063905,0.96859026,0.0005932417],"about_ca_topic_score_codex":0.0030918773,"about_ca_topic_score_gemma":0.004334688,"teacher_disagreement_score":0.9123499,"about_ca_system_score_codex":0.00014473693,"about_ca_system_score_gemma":0.0003729732,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W4242062853","doi":"10.4337/9781788978583.00027","title":"References","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade, sustainability, and social impact","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":"University of Toronto; University of Cambridge","keywords":"Computer science","score_opus":0.03512351895588409,"score_gpt":0.24060187822539864,"score_spread":0.20547835926951455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242062853","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":[0.0009879916,0.00019208528,0.0000108334825,0.0011257124,0.0030201026,0.00059163413,0.000034008062,0.00052840984,0.99350923],"genre_scores_gemma":[0.15256238,0.000012679739,0.00004231919,0.0040107737,0.008111504,0.000008962421,0.00027228546,0.00017957398,0.8347995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969448,0.000015057871,0.00057843997,0.00078638433,0.0009263094,0.000748997],"domain_scores_gemma":[0.9978452,0.0000898691,0.00060865394,0.00075208663,0.00064548705,0.00005873247],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092920614,0.0006628502,0.00074888667,0.0004515338,0.0003455965,0.0066629103,0.0011718932,0.0008913642,0.0005997182],"category_scores_gemma":[0.00065759895,0.00062652654,0.00044547083,0.00006683346,0.00019830526,0.0030422471,0.0005534302,0.0011772299,0.0009598113],"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":[0.000028604174,0.000019006691,0.00045684678,0.0005108313,0.0001334151,0.00002759698,0.0003098507,0.0000021748112,0.0000011282809,0.8588273,0.12385827,0.01582496],"study_design_scores_gemma":[0.00024963083,0.000014980102,0.00032997548,0.00018670004,0.0001374489,0.0000011573306,0.00046303408,0.000008658944,7.0375546e-7,0.18861492,0.8093583,0.0006345282],"about_ca_topic_score_codex":0.0017225438,"about_ca_topic_score_gemma":0.0004178433,"teacher_disagreement_score":0.6855,"about_ca_system_score_codex":0.0002712555,"about_ca_system_score_gemma":0.00036258888,"threshold_uncertainty_score":0.999818},"labels":[],"label_agreement":null},{"id":"W4243230667","doi":"10.4337/9781781951002.00004","title":"Abbreviations and acronyms","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Medical and Biological Sciences","field":"Medicine","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":"Agriculture and Agri-Food Canada; Advanced Research Projects Agency; Animal and Plant Health Inspection Service; Commonwealth Scientific and Industrial Research Organisation; European Commission; Consortium of International Agricultural Research Centers; Commission for Environmental Cooperation; Canadian Food Inspection Agency","keywords":"Computer science; History","score_opus":0.0647311254010134,"score_gpt":0.2878402307094087,"score_spread":0.22310910530839528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243230667","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":[0.00051879126,0.00073300273,0.00009808128,0.0037072452,0.00046348624,0.0003084368,0.000018359868,0.00014950316,0.9940031],"genre_scores_gemma":[0.01013002,0.00013001706,0.0013736336,0.005562443,0.0017898304,0.00000728567,0.00009386811,0.000028347898,0.98088455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807286,0.000014146025,0.0003876479,0.00049675524,0.0006551949,0.00037340866],"domain_scores_gemma":[0.9986964,0.00020180979,0.0001656667,0.0002585583,0.00012882291,0.00054874853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045501,0.00026884399,0.00047217667,0.00014125666,0.00015859529,0.00035276572,0.00024048155,0.00070297916,0.0011443299],"category_scores_gemma":[0.00068556156,0.00016753537,0.00014267249,0.000027380776,0.0004345402,0.00015573918,0.00019302676,0.0009577992,0.00008641728],"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":[0.000052988322,0.000032097905,0.00060789014,0.00019410386,0.00012863868,0.00015632894,0.00018012372,2.7277306e-8,0.00015074742,0.28153083,0.08404079,0.63292545],"study_design_scores_gemma":[0.00028947918,0.00017892524,0.0015536984,0.00031868395,0.00007282507,0.00006725653,0.000013005447,0.000004445764,0.000018583274,0.02401839,0.9732362,0.00022849106],"about_ca_topic_score_codex":0.000039446073,"about_ca_topic_score_gemma":0.00004910021,"teacher_disagreement_score":0.88919544,"about_ca_system_score_codex":0.000057179415,"about_ca_system_score_gemma":0.00014516302,"threshold_uncertainty_score":0.99976873},"labels":[],"label_agreement":null},{"id":"W4243985032","doi":"10.4337/9781839104374.00016","title":"Fair and equitable treatment of foreign investments and intellectual property rights","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Expropriation; Intellectual property; Scope (computer science); Investment (military); Law and economics; Denial; Business; Space (punctuation); Foreign direct investment; Economics; Public economics; Actuarial science; Political science; Law; Computer science","score_opus":0.036531483221944196,"score_gpt":0.21255075897100031,"score_spread":0.17601927574905613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243985032","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":[0.0006454902,0.00020501709,0.000040520783,0.00054638187,0.00026771185,0.0005689957,0.000019409516,0.00011093223,0.99759555],"genre_scores_gemma":[0.16577859,0.00009849127,0.00089300494,0.019002879,0.003441601,0.00009652765,0.0006792546,0.00020700901,0.80980265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983597,0.0000079456695,0.00045811606,0.0005010941,0.00042262723,0.00025054303],"domain_scores_gemma":[0.9990965,0.00005831344,0.00037368166,0.00019182508,0.00022731737,0.000052346426],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001637717,0.0004107585,0.0004545167,0.0002970462,0.0002129825,0.0013850679,0.00022907797,0.00021657505,0.00031191224],"category_scores_gemma":[0.00010083935,0.0002823701,0.00010673866,0.000029014389,0.00019925619,0.0015919623,0.0003016809,0.00020456866,0.00006764126],"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":[0.000051560517,0.000027012662,0.00003134786,0.00013930791,0.00018659426,0.000011532132,0.00020619316,3.597972e-7,0.00004021152,0.9698328,0.026576977,0.0028961417],"study_design_scores_gemma":[0.00065775693,0.000108381195,0.000013151611,0.00014932129,0.00010690843,0.0000045855313,0.000029281584,0.0004926723,0.00017701452,0.15643369,0.8415185,0.00030874083],"about_ca_topic_score_codex":0.000476072,"about_ca_topic_score_gemma":0.00007955468,"teacher_disagreement_score":0.8149415,"about_ca_system_score_codex":0.00008765701,"about_ca_system_score_gemma":0.000064506756,"threshold_uncertainty_score":0.99996287},"labels":[],"label_agreement":null},{"id":"W4244075364","doi":"10.4337/9781788119085.00006","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law in Society and Culture","field":"Social Sciences","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":"University of Illinois at Urbana-Champaign; University of Oxford; York University; Princeton University; University of Cambridge; Bucknell University","keywords":"Epistemology; Psychology; Cognitive science; Sociology; Philosophy","score_opus":0.0212621650691352,"score_gpt":0.2500793698313437,"score_spread":0.22881720476220851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244075364","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":[0.0000067728674,0.0008708197,0.000018157638,0.015423398,0.0049560573,0.00021086873,0.0000199967,0.00035471946,0.9781392],"genre_scores_gemma":[0.00014085908,0.00029205327,0.00042091045,0.0012000744,0.024179444,0.000012248317,0.00016353595,0.00006456532,0.9735263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744976,0.00010339984,0.00031584478,0.00063425314,0.001042007,0.00045475716],"domain_scores_gemma":[0.9984373,0.000075083306,0.00025404964,0.0004862387,0.0005244728,0.00022284314],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011831769,0.00030130523,0.00036830988,0.00002501239,0.0010256177,0.002721488,0.00064876594,0.0013516041,0.004659421],"category_scores_gemma":[0.0005429957,0.00030849618,0.00038390793,0.00004309044,0.00043972192,0.0007908155,0.00017467531,0.0014436926,0.00021821292],"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":[0.0000016792803,0.0000032252917,6.629308e-7,0.000012587633,0.000051361923,0.000008484453,0.00477413,2.8036376e-7,0.0000048456723,0.5229127,0.46411738,0.0081127165],"study_design_scores_gemma":[0.0000883518,0.000008838358,0.0000013482386,0.000079687445,0.000055100998,0.000003969083,0.0013523106,2.1951162e-7,0.000019495808,0.047875784,0.9501626,0.00035228152],"about_ca_topic_score_codex":0.00022272443,"about_ca_topic_score_gemma":0.0010804334,"teacher_disagreement_score":0.48604524,"about_ca_system_score_codex":0.0003829803,"about_ca_system_score_gemma":0.00069928187,"threshold_uncertainty_score":0.99994487},"labels":[],"label_agreement":null},{"id":"W4244350374","doi":"10.4337/9781847201638.00004","title":"Contributor biographies","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Franchising Strategies and Performance","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":"History; Art; Sociology","score_opus":0.013421460299366729,"score_gpt":0.18570505848351504,"score_spread":0.17228359818414832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244350374","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":[0.00026651483,0.00081086,0.00006731334,0.0007633138,0.0032134568,0.00033347917,0.000059587783,0.000690754,0.99379474],"genre_scores_gemma":[0.028110618,0.00004361351,0.00015026219,0.0035458086,0.01903029,0.000028994518,0.0009026945,0.00028868567,0.94789904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746853,0.0000042307606,0.00060285366,0.0006310107,0.00064451306,0.0006488829],"domain_scores_gemma":[0.9982197,0.00005563944,0.0006688898,0.000620846,0.0004052903,0.00002960467],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00049031695,0.0006600498,0.0006269687,0.00094975205,0.00046748493,0.007242526,0.00082123413,0.0006532218,0.00047202222],"category_scores_gemma":[0.00006795464,0.00062628184,0.00041892167,0.00009939533,0.00023980817,0.0025821403,0.00029772893,0.0009520972,0.0004893121],"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":[0.00001974474,0.0000074501045,0.00013145941,0.00021945857,0.00007177081,0.00002345897,0.000009166122,0.000007950491,0.0000061572323,0.3848783,0.6067137,0.007911377],"study_design_scores_gemma":[0.00040016818,0.0000113193055,0.00022527906,0.0003397318,0.00010486508,0.0000036684978,0.0000095634605,0.00008156129,0.000004784182,0.039568923,0.9585119,0.0007382645],"about_ca_topic_score_codex":0.0014985498,"about_ca_topic_score_gemma":0.00047302278,"teacher_disagreement_score":0.35179818,"about_ca_system_score_codex":0.00005546843,"about_ca_system_score_gemma":0.00007535304,"threshold_uncertainty_score":0.9996188},"labels":[],"label_agreement":null},{"id":"W4244632665","doi":"10.4337/9781785364785.00010","title":"Introduction","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","cited_by":1,"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":"Wilfrid Laurier University","keywords":"Environmental science","score_opus":0.019117289991681392,"score_gpt":0.2224742147008527,"score_spread":0.20335692470917133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244632665","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":[0.000011201807,0.00022144923,0.00015513497,0.0035199006,0.006388084,0.00062209263,0.00038815264,0.0020483593,0.98664564],"genre_scores_gemma":[0.00047668067,0.000009241859,0.0005118077,0.00037676457,0.030495627,0.00004353085,0.0002933917,0.0010442908,0.96674865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946268,0.00009120338,0.000947502,0.0016928407,0.0016431651,0.0009984893],"domain_scores_gemma":[0.99548537,0.00016447605,0.0009890267,0.002132842,0.00077429105,0.0004540201],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018146987,0.0010706625,0.0009327986,0.0011063066,0.00031408935,0.002895997,0.0014332221,0.0015037933,0.0053006476],"category_scores_gemma":[0.0009712025,0.0009376123,0.00052548107,0.000039578335,0.00039523255,0.0021949084,0.000609877,0.0021096342,0.033349954],"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":[0.000044341425,0.0000058056694,0.0000017246268,0.000031623997,0.0001748577,0.00002476262,0.00010134336,3.3434654e-7,0.0003954285,0.3789702,0.58058846,0.039661102],"study_design_scores_gemma":[0.00049569487,0.00005462028,0.0000071229642,0.00030470482,0.00013696842,0.000078669116,0.000005966414,0.0000015656865,0.00031906494,0.08575285,0.91180116,0.0010415941],"about_ca_topic_score_codex":0.000025789137,"about_ca_topic_score_gemma":0.00007108513,"teacher_disagreement_score":0.3312127,"about_ca_system_score_codex":0.0011333365,"about_ca_system_score_gemma":0.00049324683,"threshold_uncertainty_score":0.99979246},"labels":[],"label_agreement":null},{"id":"W4245085136","doi":"10.4337/9781848445116.00005","title":"Preface and acknowledgements","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Stonefly species taxonomy and ecology","field":"Engineering","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":"Australian Research Council","keywords":"History","score_opus":0.019132424301163933,"score_gpt":0.18812438790194633,"score_spread":0.1689919636007824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245085136","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":[0.0004193669,0.0016683347,0.000105401225,0.00004179766,0.0033540342,0.00030569048,0.00003168269,0.0006334246,0.9934403],"genre_scores_gemma":[0.003288559,0.00060797547,0.00075891573,0.00020551396,0.0016636577,0.00004306834,0.000057460562,0.00019921522,0.9931756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850595,0.00000946789,0.00036654805,0.00043337813,0.00022555738,0.0004590868],"domain_scores_gemma":[0.99906677,0.00007892278,0.00008943249,0.0004432942,0.00012805189,0.00019352125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015045691,0.00046765062,0.00048725866,0.0002502292,0.00016195491,0.00040662143,0.0004069792,0.0007198302,0.0011624389],"category_scores_gemma":[0.00009547124,0.00052253,0.00011551055,0.000014710923,0.00015250896,0.00042630927,0.00025922013,0.0009356802,0.00072036666],"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":[0.00000828829,0.000004899467,0.000037357957,0.00014895695,0.0003022406,0.000044939512,0.0005323512,0.00003913803,0.000009258194,0.005096774,0.94492733,0.04884848],"study_design_scores_gemma":[0.00027127337,0.000028905119,0.000118984426,0.000082649356,0.000037533304,0.00003062271,0.000010835988,0.00009150586,0.000049733615,0.0008714476,0.99790996,0.00049656205],"about_ca_topic_score_codex":0.000004017613,"about_ca_topic_score_gemma":0.00009018696,"teacher_disagreement_score":0.052982632,"about_ca_system_score_codex":0.0002111862,"about_ca_system_score_gemma":0.000057659872,"threshold_uncertainty_score":0.9997506},"labels":[],"label_agreement":null},{"id":"W4245186834","doi":"10.4337/9780857933010.00005","title":"Preface","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"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":"Dalhousie University","keywords":"Philosophy; History","score_opus":0.04509841100282685,"score_gpt":0.290607395045859,"score_spread":0.24550898404303212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245186834","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":[0.000062957675,0.000571041,0.00004932351,0.0019859243,0.0043508066,0.00039849218,0.000043640255,0.000408073,0.99212974],"genre_scores_gemma":[0.007970376,0.00011268612,0.00045015046,0.001047848,0.0035044877,0.00001693528,0.0000947239,0.00009942198,0.9867034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749696,0.00009095706,0.00036240992,0.00040917392,0.0009828184,0.00065768685],"domain_scores_gemma":[0.99820197,0.00016783772,0.00032759874,0.00048152896,0.00030619098,0.0005148552],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015418719,0.00032926493,0.00035049822,0.00014853588,0.0007708988,0.0017863999,0.00087538204,0.0010628974,0.0017794013],"category_scores_gemma":[0.0004685814,0.00035839225,0.00030066195,0.0000317063,0.00043024484,0.0009254249,0.00016489218,0.0011162556,0.00065921806],"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":[0.000002278514,0.000010123936,0.00004151329,0.000020252746,0.000052524596,0.0000014178393,0.028783105,2.538263e-7,8.5581974e-7,0.8608935,0.07935929,0.03083489],"study_design_scores_gemma":[0.000082337116,0.0000073011215,0.000046032572,0.0000669633,0.000049009857,9.1812393e-7,0.0010253227,0.0000018463226,9.66189e-7,0.024123458,0.97419286,0.0004029954],"about_ca_topic_score_codex":0.00065677764,"about_ca_topic_score_gemma":0.0010906878,"teacher_disagreement_score":0.89483356,"about_ca_system_score_codex":0.00047355794,"about_ca_system_score_gemma":0.00100986,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W4245626538","doi":"10.4337/9780857937438.00008","title":"Introduction","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Computer science","score_opus":0.024220769398809176,"score_gpt":0.24891573717911067,"score_spread":0.22469496778030149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245626538","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":[0.0000075605176,0.0005505834,0.000013806955,0.025121111,0.0030054965,0.00021515672,0.00012586128,0.00016627612,0.97079414],"genre_scores_gemma":[0.0009395243,0.000091690985,0.000087372835,0.002424254,0.03561044,0.000009330436,0.000034928406,0.00006743253,0.960735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786633,0.00005646047,0.0002825201,0.00040591139,0.0007443608,0.00064439425],"domain_scores_gemma":[0.9985335,0.00008389534,0.00032506714,0.00045574695,0.00016033696,0.00044148945],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001126961,0.00026210793,0.00029068973,0.00018842448,0.00055251,0.00122864,0.00058951176,0.00071374717,0.0025297515],"category_scores_gemma":[0.00065294106,0.00030306977,0.00018382818,0.000029256757,0.00035094403,0.0010760089,0.00008975995,0.0009029778,0.00061818893],"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":[0.0000023762107,0.0000013633522,0.0000013926403,0.00000640342,0.000016468308,0.000002342351,0.0016119182,7.975613e-8,9.447254e-7,0.48143932,0.48365295,0.033264447],"study_design_scores_gemma":[0.000070516275,0.000007836552,0.00002106727,0.00004356922,0.000032028755,0.0000034825828,0.000036293437,1.6160664e-7,0.0000067713113,0.03390758,0.9655411,0.0003295817],"about_ca_topic_score_codex":0.028692238,"about_ca_topic_score_gemma":0.047002826,"teacher_disagreement_score":0.48188818,"about_ca_system_score_codex":0.00063035695,"about_ca_system_score_gemma":0.00075799634,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W4245849296","doi":"10.4337/9781788973670.00004","title":"About the authors","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"International investment; Context (archaeology); International law; Political science; Law and economics; Investment (military); Law; Economics; Geography; Foreign direct investment","score_opus":0.03029006842911413,"score_gpt":0.2241911168698736,"score_spread":0.19390104844075948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245849296","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":[0.000028475806,0.00021887154,0.00005024816,0.00565097,0.003326207,0.0002725256,0.000009074291,0.0002524553,0.99019116],"genre_scores_gemma":[0.0013365805,0.000008080375,0.00008373126,0.08207154,0.007584245,0.000025713716,0.00045888993,0.00010435397,0.90832686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783516,0.000011212243,0.00048619008,0.00048285068,0.0008687086,0.00031585796],"domain_scores_gemma":[0.99831903,0.000064994696,0.0004926822,0.00050643826,0.00058195007,0.000034934317],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060160964,0.00039431927,0.00029527597,0.00026221492,0.00043075194,0.007486744,0.00089156954,0.0003520507,0.0027517574],"category_scores_gemma":[0.00033940526,0.00030148722,0.00031513715,0.00004271914,0.00014374401,0.0018370525,0.0004418015,0.00097129855,0.0010376498],"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":[0.0000055758824,0.0000051349894,0.0000052794658,0.000036073106,0.00007206149,0.000016656495,0.000038935992,0.000001173658,0.0000052977457,0.7329606,0.26530787,0.0015453763],"study_design_scores_gemma":[0.0001577103,0.0000038301664,0.00001478653,0.00018918909,0.000056879475,0.0000047135345,0.00003454203,0.0001387404,0.000011500774,0.08854037,0.91051334,0.0003343857],"about_ca_topic_score_codex":0.00014348474,"about_ca_topic_score_gemma":0.0001484484,"teacher_disagreement_score":0.6452055,"about_ca_system_score_codex":0.00008778853,"about_ca_system_score_gemma":0.00016824534,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4246948798","doi":"10.4337/9781839108457.00012","title":"Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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":"Bankruptcy; Jurisprudence; Political science; Business; Tax law; Law; Start up; Law and economics; Sociology; Tax reform; Business administration","score_opus":0.02101291406280772,"score_gpt":0.1819673331808903,"score_spread":0.1609544191180826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246948798","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":[0.000025647192,0.00020105428,0.000042806907,0.007990101,0.0032655962,0.00027395485,0.000053298318,0.00035670932,0.9877908],"genre_scores_gemma":[0.04142812,0.000007129157,0.000090130474,0.052487552,0.023189105,0.000017776896,0.0008456041,0.00033180523,0.88160276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746764,0.000004750703,0.0004700619,0.00066899206,0.000903073,0.00048548006],"domain_scores_gemma":[0.9986206,0.00004937398,0.00048886857,0.00052754255,0.00024188134,0.000071721086],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00028980224,0.0005589976,0.00054803625,0.00021631956,0.00025087182,0.0035107946,0.0012351103,0.00045396708,0.0008919926],"category_scores_gemma":[0.00036661566,0.00057527976,0.00023372885,0.00004169377,0.00007402919,0.0017620019,0.0010528613,0.0013301498,0.00053617137],"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":[0.000010062735,0.0000023749433,0.0000076198867,0.00013812422,0.000064996624,0.00013056668,0.0000106679745,7.75492e-7,0.0000048197708,0.44395822,0.5508468,0.004824917],"study_design_scores_gemma":[0.0002266087,0.0000056145373,0.000022076223,0.00014862095,0.000092592156,0.0000039888814,0.00001278632,0.000040330924,0.0000066461103,0.045873974,0.9529385,0.00062828115],"about_ca_topic_score_codex":0.15477946,"about_ca_topic_score_gemma":0.27875403,"teacher_disagreement_score":0.40209165,"about_ca_system_score_codex":0.00023909182,"about_ca_system_score_gemma":0.0008111884,"threshold_uncertainty_score":0.99966985},"labels":[],"label_agreement":null},{"id":"W4247336788","doi":"10.4337/9781783471225.00008","title":"Table of cases","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Bristol-Myers Squibb (Canada)","funders":"","keywords":"Table (database); Computer science; Database","score_opus":0.03140204998340093,"score_gpt":0.23797257899423266,"score_spread":0.20657052901083173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247336788","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":[0.00012027396,0.0004426149,0.0001136621,0.00007461711,0.0014149026,0.0005682374,0.000865527,0.0007792289,0.9956209],"genre_scores_gemma":[0.018504813,0.0000063140847,0.0009600589,0.00030779265,0.0018020414,0.000029670544,0.000445551,0.0009366011,0.97700715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99499476,0.00010009147,0.0012260837,0.0011058178,0.00167129,0.00090198603],"domain_scores_gemma":[0.9944112,0.00061400945,0.0015865329,0.002001481,0.0009670062,0.0004197797],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019422972,0.0009876385,0.0015117947,0.0009661935,0.00019842418,0.0015187676,0.0017326153,0.0013007065,0.0015001298],"category_scores_gemma":[0.0017417265,0.0010196748,0.00053278194,0.00005852197,0.0004621114,0.0008278886,0.00072188233,0.0017701809,0.0026051577],"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":[0.00007245417,0.000016578702,0.000023684483,0.0002997221,0.00034784147,0.00016037302,0.00024074593,0.000008734332,0.0003356927,0.41365504,0.5755616,0.009277541],"study_design_scores_gemma":[0.0005418992,0.0001325144,0.000009692734,0.00081448135,0.0002403398,0.00016992193,0.000014506006,0.00001617296,0.00086789567,0.018310232,0.9779145,0.0009678323],"about_ca_topic_score_codex":0.00066590105,"about_ca_topic_score_gemma":0.000502466,"teacher_disagreement_score":0.40235293,"about_ca_system_score_codex":0.00026931785,"about_ca_system_score_gemma":0.00070079125,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4247375940","doi":"10.4337/9781849803359.00012","title":"References","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Universität zu Köln; University of Toronto; University of Cambridge; Harvard University; University of Oxford; University of Michigan; International Labour Organization; Princeton University","keywords":"Computer science","score_opus":0.03716068077831779,"score_gpt":0.24401915436672325,"score_spread":0.20685847358840548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247375940","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":[0.000116609895,0.00025471338,0.000019152494,0.00036651755,0.0041372557,0.0006128115,0.0005110364,0.0019772165,0.9920047],"genre_scores_gemma":[0.0035273882,0.000009740218,0.0024125169,0.0005808261,0.0040812124,0.00004981681,0.00058008946,0.0009853776,0.98777306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409145,0.00007787237,0.0010430207,0.0015983131,0.0020642413,0.0011251178],"domain_scores_gemma":[0.9949008,0.00029899934,0.0011202184,0.0022412885,0.000790273,0.0006484033],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0019745908,0.0012705711,0.0011673121,0.0010623026,0.00047189917,0.005743339,0.0028157765,0.0029683872,0.00409492],"category_scores_gemma":[0.0009745356,0.0012338922,0.0005691132,0.00004647136,0.00063185656,0.0016272939,0.0008945922,0.0068484996,0.014540335],"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":[0.000061652994,0.000018931552,0.00001937956,0.00009335272,0.00035416646,0.00013234146,0.0006486355,3.4587518e-7,0.0012092543,0.5812648,0.3782292,0.037967958],"study_design_scores_gemma":[0.0003423535,0.000056453126,0.000025397327,0.00033496864,0.00014352884,0.00005100917,0.000015413632,0.0000023766597,0.00046596373,0.12207401,0.87526864,0.0012198779],"about_ca_topic_score_codex":0.00024712604,"about_ca_topic_score_gemma":0.0016361041,"teacher_disagreement_score":0.49703944,"about_ca_system_score_codex":0.00033057493,"about_ca_system_score_gemma":0.000910535,"threshold_uncertainty_score":0.9990111},"labels":[],"label_agreement":null},{"id":"W4247782793","doi":"10.4337/9781847201645.00009","title":"Preface","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intellectual Property and Patents","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":"Computer science","score_opus":0.08704395496608275,"score_gpt":0.19944570719845164,"score_spread":0.1124017522323689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247782793","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":[0.00007217383,0.00017510299,0.00012814772,0.0004662818,0.0022022496,0.00043811096,0.000015741396,0.0005781756,0.995924],"genre_scores_gemma":[0.011789167,0.0000034278369,0.000077217795,0.0041247513,0.0076718577,0.000016389706,0.00037615316,0.00022641305,0.9757146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974061,0.000008054034,0.0005552472,0.00070471165,0.00074694125,0.00057890604],"domain_scores_gemma":[0.9984102,0.000057957466,0.0004782941,0.00059939997,0.0004244138,0.000029736739],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054761686,0.00062588823,0.0005131053,0.00052312243,0.00036472274,0.0047659073,0.0009861034,0.00074103964,0.002107272],"category_scores_gemma":[0.00022827506,0.0005577487,0.00031523078,0.000045041717,0.00011606636,0.002152537,0.0005939759,0.0012243628,0.0044182856],"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":[0.000037817634,0.000013576903,0.00001764059,0.00023246647,0.00008297482,0.000040355506,0.000040139745,0.000012510579,0.000013283702,0.12824455,0.85630053,0.014964165],"study_design_scores_gemma":[0.00026549582,0.000010919601,0.000015498672,0.00031657852,0.000098125434,0.000004638449,0.000006022525,0.00017407791,0.0000225964,0.032600887,0.9657861,0.0006990486],"about_ca_topic_score_codex":0.0010831341,"about_ca_topic_score_gemma":0.00020372457,"teacher_disagreement_score":0.10948559,"about_ca_system_score_codex":0.000097825825,"about_ca_system_score_gemma":0.000081619706,"threshold_uncertainty_score":0.9996874},"labels":[],"label_agreement":null},{"id":"W4248089364","doi":"10.4337/9781788978972.00018","title":"China–Arctic Ocean Passage","year":2020,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"China; Arctic; Beijing; Proclamation; Geography; Oceanography; The arctic; Arctic ice pack; Resource (disambiguation); Economy; Political science; Geology; Archaeology; Economics","score_opus":0.031081429255516806,"score_gpt":0.2676458867240576,"score_spread":0.2365644574685408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248089364","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":[0.0000050447074,0.00035610932,0.00003370688,0.058540344,0.0013824482,0.00048027103,0.00005523743,0.0005416738,0.9386052],"genre_scores_gemma":[0.08825723,0.00014900234,0.00028110633,0.0030920585,0.0057700193,0.000009887839,0.000032733842,0.00014547557,0.9022625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649906,0.00014254225,0.00054422254,0.00078457216,0.0012321358,0.0007974918],"domain_scores_gemma":[0.99811006,0.00019166083,0.00045071435,0.0005026175,0.00016423006,0.0005807193],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010409507,0.0005560375,0.0007264417,0.00020416976,0.0016079787,0.0015720915,0.0011990796,0.0007895553,0.00060402387],"category_scores_gemma":[0.0013510956,0.0005248701,0.00042897533,0.00005407696,0.0009283233,0.0006237997,0.00056796166,0.0017038527,0.00039179303],"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":[0.000008331763,0.0000045595616,0.000028032868,0.00005288841,0.00016039805,0.000048536185,0.013441108,1.4091665e-7,1.8299303e-7,0.64970815,0.32898098,0.0075666565],"study_design_scores_gemma":[0.00015731696,0.000034307,0.0001514189,0.00018586381,0.00009767542,0.0000028488068,0.000555609,0.00000118068,9.446762e-7,0.1626934,0.8356077,0.0005117508],"about_ca_topic_score_codex":0.0045190207,"about_ca_topic_score_gemma":0.0015836795,"teacher_disagreement_score":0.50662667,"about_ca_system_score_codex":0.0004099665,"about_ca_system_score_gemma":0.0007280433,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W4248317025","doi":"10.4337/9781839107498","title":"Reforming Public Management and Governance","year":2020,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":24,"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; Politics; Public administration; Public sector; New public management; Public management; Function (biology); Political science; Kingdom; Economics; Management; Law","score_opus":0.058641031588263476,"score_gpt":0.31580482462495535,"score_spread":0.2571637930366919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248317025","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":[0.000016755304,0.0003020951,0.000033893175,0.032889258,0.0004891509,0.00049892004,0.00007566464,0.00030265207,0.96539164],"genre_scores_gemma":[0.0056162556,0.00031800204,0.00034518592,0.0024829167,0.0023252668,0.000059200716,0.00008181496,0.00005879879,0.98871255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604267,0.00021384533,0.00043689262,0.000706395,0.001693634,0.00090657955],"domain_scores_gemma":[0.99804837,0.00018779197,0.0003373913,0.00041230273,0.00019672248,0.00081741624],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020067072,0.00032325476,0.00038453483,0.00020892022,0.0010389991,0.005988656,0.0013543626,0.0005479789,0.0002503635],"category_scores_gemma":[0.0013058246,0.00033578416,0.00013413648,0.00016169935,0.0005688422,0.0018408245,0.0006498839,0.0012310828,0.0000857579],"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":[0.0000046685873,0.000005941258,0.000006977075,0.00007804019,0.000055583045,0.000039321323,0.0014520078,2.0583185e-8,4.4498887e-7,0.6142777,0.33219492,0.051884342],"study_design_scores_gemma":[0.00021088272,0.000026346588,0.000053358453,0.000121339704,0.00001786946,0.0000030851975,0.0005088641,0.0000056553363,0.0000029011185,0.028025301,0.9706778,0.00034658238],"about_ca_topic_score_codex":0.00046525517,"about_ca_topic_score_gemma":0.0012461117,"teacher_disagreement_score":0.63848287,"about_ca_system_score_codex":0.0006724178,"about_ca_system_score_gemma":0.0027714106,"threshold_uncertainty_score":0.9999094},"labels":[],"label_agreement":null},{"id":"W4248460597","doi":"10.4337/9781788119177.00009","title":"Transformation of a policy regime: energy and climate policy","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Energy Security and Policy","field":"Energy","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":"Transformative learning; Climate governance; Multi-level governance; Corporate governance; Climate change; Economic system; Diversity (politics); Political science; Greenhouse gas; Energy policy; Climate policy; Public policy; German; Economic geography; Economics; Geography; Sociology; Renewable energy; Engineering","score_opus":0.014376097391626303,"score_gpt":0.23372705045809078,"score_spread":0.2193509530664645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248460597","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":[0.000096686126,0.0009444028,0.000021249152,0.0031018837,0.00034053114,0.00011710771,0.00028821852,0.00022082616,0.9948691],"genre_scores_gemma":[0.09109405,0.003157407,0.00049889024,0.006314629,0.0064328783,0.00004601083,0.0015983758,0.00041744162,0.89044034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968395,0.00010489984,0.0009590715,0.00062582374,0.00068389287,0.00078680547],"domain_scores_gemma":[0.9977424,0.0001424531,0.0005824489,0.00080132775,0.00034763984,0.00038369925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041550572,0.0006849887,0.00094738643,0.0010951388,0.00021357831,0.0007821349,0.00059235346,0.0012667408,0.00014519652],"category_scores_gemma":[0.00036636638,0.0007352363,0.0004137976,0.00014698615,0.00028168192,0.0008552227,0.00033281243,0.00065516273,0.0000127541525],"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":[0.00004222139,0.000013617099,3.7163568e-7,0.00024355327,0.00018539761,0.000020255762,0.0014079862,0.00003991833,0.00006116703,0.91716254,0.0040830607,0.076739885],"study_design_scores_gemma":[0.0005780702,0.000064942324,0.000005849976,0.0004367839,0.00008027602,0.00008704169,0.000059490307,0.00002408301,0.00058708386,0.10047777,0.89704335,0.0005552396],"about_ca_topic_score_codex":0.032647364,"about_ca_topic_score_gemma":0.010248575,"teacher_disagreement_score":0.8929603,"about_ca_system_score_codex":0.00029057308,"about_ca_system_score_gemma":0.0010612481,"threshold_uncertainty_score":0.9995099},"labels":[],"label_agreement":null},{"id":"W4248891890","doi":"10.4337/9781781955550.00015","title":"References","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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 Waterloo; Society for Conservation Biology","keywords":"Computer science","score_opus":0.039116891275965224,"score_gpt":0.24087273062388803,"score_spread":0.2017558393479228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248891890","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":[0.00003499248,0.0003063048,0.0001259409,0.0003340189,0.0024983182,0.0005455763,0.0002926235,0.0019763312,0.9938859],"genre_scores_gemma":[0.0067595174,0.000009249901,0.0009450549,0.00085551135,0.0038986711,0.000044902714,0.0005459331,0.0009487628,0.9859924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939663,0.00013962125,0.0010959412,0.0016057956,0.002078912,0.0011134598],"domain_scores_gemma":[0.99502903,0.00037305636,0.0011897119,0.0021089702,0.0007013368,0.00059791334],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0024049145,0.0012642933,0.0013152177,0.0010275723,0.00037290843,0.005114842,0.002593506,0.0018484954,0.0022349276],"category_scores_gemma":[0.0009610299,0.0012286176,0.0005767627,0.000043837685,0.0004495292,0.00094839756,0.0008149013,0.0031461879,0.018322378],"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":[0.000029035653,0.000005016782,0.000008796345,0.00006711533,0.00019096312,0.000031974032,0.00022145279,0.0000010339957,0.00003647649,0.4829066,0.48239902,0.034102514],"study_design_scores_gemma":[0.0003910429,0.00008487432,0.00002036712,0.0005744444,0.00016015029,0.000034554636,0.000013039855,0.000012372712,0.00006916088,0.08903946,0.9083331,0.0012674074],"about_ca_topic_score_codex":0.0001919625,"about_ca_topic_score_gemma":0.0005273954,"teacher_disagreement_score":0.4259341,"about_ca_system_score_codex":0.00048094755,"about_ca_system_score_gemma":0.0006011149,"threshold_uncertainty_score":0.9994473},"labels":[],"label_agreement":null},{"id":"W4249234404","doi":"10.4337/9781781955031.00007","title":"Foreword","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Simon Fraser University","funders":"","keywords":"Psychology","score_opus":0.025830654961917183,"score_gpt":0.23038729123104157,"score_spread":0.20455663626912438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249234404","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":[0.000027759856,0.0002542127,0.0006850454,0.00035713782,0.0028647895,0.0008199445,0.0006309965,0.0023672513,0.9919929],"genre_scores_gemma":[0.003735643,0.0000039917254,0.0014702164,0.0014606571,0.0051948517,0.000063021645,0.0006489089,0.0016468009,0.9857759],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935064,0.00010951948,0.0012033491,0.0016926791,0.0021053199,0.0013827475],"domain_scores_gemma":[0.994389,0.00037189046,0.0012090623,0.0025957616,0.0006999881,0.00073427183],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0024099683,0.0014545779,0.0014487436,0.0011531484,0.00038301284,0.003402702,0.0025765435,0.0021541966,0.0018629094],"category_scores_gemma":[0.0009999472,0.0015019212,0.00086748507,0.000048103902,0.0004289368,0.0010181542,0.0009956069,0.0035803264,0.019571934],"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":[0.00003670746,0.0000053171834,0.0000069601306,0.00007498076,0.00020823244,0.000045165292,0.00016959269,0.0000017541986,0.000027710217,0.44799858,0.5172067,0.034218285],"study_design_scores_gemma":[0.00061689195,0.00008351146,0.000017376931,0.0005670996,0.00020470246,0.000058482692,0.0000072841485,0.000050816885,0.000068349415,0.08548586,0.91137123,0.0014683804],"about_ca_topic_score_codex":0.00011286048,"about_ca_topic_score_gemma":0.0003745769,"teacher_disagreement_score":0.39416453,"about_ca_system_score_codex":0.00071302353,"about_ca_system_score_gemma":0.0005439682,"threshold_uncertainty_score":0.9998204},"labels":[],"label_agreement":null},{"id":"W4250853293","doi":"10.4337/9780857938312.00007","title":"Foreword","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Indigenous; Cultural heritage; Intellectual property; Intangible cultural heritage; Cultural property; Political science; Cultural heritage management; Law; Environmental ethics; Sociology; Philosophy","score_opus":0.11758447891081873,"score_gpt":0.22011072627278616,"score_spread":0.10252624736196743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250853293","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":[0.00003220779,0.0006137586,0.000010768141,0.00060171954,0.0024927212,0.00035991572,0.00009943373,0.00037592786,0.99541354],"genre_scores_gemma":[0.0061093075,0.000016127975,0.00007676009,0.0008792917,0.007898492,0.000022397768,0.00047150653,0.00010362629,0.9844225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841183,0.000018008843,0.00036938966,0.00032927917,0.0004755026,0.00039599967],"domain_scores_gemma":[0.9989164,0.00005705773,0.0002665391,0.00042745934,0.00021140893,0.000121165394],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039139073,0.00039045096,0.0003259579,0.00017778459,0.00038545296,0.0026513867,0.000535489,0.00027197797,0.013248964],"category_scores_gemma":[0.000040239716,0.00033793735,0.00023920626,0.0000048979578,0.0001469083,0.0018502774,0.0002920706,0.0006688495,0.00072179805],"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":[0.0000069191665,0.0000029375806,0.0000026602047,0.000054851214,0.00006673596,0.000002972737,0.004181177,5.5613114e-8,5.971133e-7,0.64657336,0.29894045,0.050167263],"study_design_scores_gemma":[0.00012732252,0.000022820333,0.000007245607,0.000121868405,0.00008879824,9.3476956e-7,0.00015774554,0.0000054550155,0.000002457965,0.06014893,0.93889076,0.00042567652],"about_ca_topic_score_codex":0.00019673073,"about_ca_topic_score_gemma":0.0017920845,"teacher_disagreement_score":0.6399503,"about_ca_system_score_codex":0.000077717195,"about_ca_system_score_gemma":0.000025709925,"threshold_uncertainty_score":0.99990726},"labels":[],"label_agreement":null},{"id":"W4251562311","doi":"10.4337/9781848440180.00005","title":"Preface","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Uppsala Universitet; Curtin University of Technology; University of Queensland; University of Melbourne; McGill University; Commonwealth Scientific and Industrial Research Organisation; Australian National University; University of Windsor; University of Ottawa","keywords":"Computer science","score_opus":0.034432553031078054,"score_gpt":0.23199333745546677,"score_spread":0.1975607844243887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251562311","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":[0.00006052734,0.0010769655,0.000034144407,0.00025250306,0.0021467677,0.0009636729,0.0005424237,0.0027025891,0.9922204],"genre_scores_gemma":[0.0014695288,0.0000534889,0.0012300467,0.000718348,0.0029953078,0.00005639387,0.000535532,0.0015472947,0.99139404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99328923,0.00009727209,0.001140084,0.0017658876,0.0023830596,0.0013244696],"domain_scores_gemma":[0.99482405,0.00024622274,0.00107806,0.0024265717,0.00070908165,0.0007160346],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0011226012,0.0014650667,0.001317757,0.0010386285,0.00051335874,0.0029204672,0.0024237325,0.002042189,0.0015112464],"category_scores_gemma":[0.0006929112,0.0015563366,0.0007766131,0.000057253015,0.0005455118,0.0018314803,0.0010008004,0.0038542289,0.018896624],"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":[0.000056859455,0.000018167688,0.000009302114,0.00007419898,0.00035792205,0.00030983792,0.00093852496,0.0000060782027,0.0000850053,0.055045176,0.93017775,0.012921184],"study_design_scores_gemma":[0.0006458409,0.000070644404,0.000029188985,0.00045715226,0.00014486951,0.00025097516,0.000011224588,0.000011446677,0.00017505091,0.008734504,0.987885,0.0015841211],"about_ca_topic_score_codex":0.00014961248,"about_ca_topic_score_gemma":0.00017102939,"teacher_disagreement_score":0.05770724,"about_ca_system_score_codex":0.0009417426,"about_ca_system_score_gemma":0.0010342487,"threshold_uncertainty_score":0.99980986},"labels":[],"label_agreement":null},{"id":"W4251948674","doi":"10.4337/9781847200235.00003","title":"List of figures","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"History","score_opus":0.06594417373641864,"score_gpt":0.21577232857242115,"score_spread":0.1498281548360025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251948674","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":[0.012153137,0.0032532103,0.00046210072,0.00019702673,0.0033845922,0.00026775288,0.0012545036,0.000033198343,0.9789945],"genre_scores_gemma":[0.20293254,0.00015256941,0.0006156552,0.00036641618,0.0013301264,0.000055103857,0.0017705306,0.00012296799,0.7926541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997631,0.000028840246,0.0012112331,0.0006566222,0.00008473277,0.00038756142],"domain_scores_gemma":[0.99792093,0.00006855417,0.0012886821,0.00060494815,0.000026890599,0.00008999246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008217534,0.0003437357,0.0008358265,0.00038989217,0.00010368455,0.0005664654,0.0006505534,0.0006107978,0.0061540846],"category_scores_gemma":[0.000114706505,0.0004305388,0.0003091483,0.00006175719,0.00013283962,0.0005877383,0.00018455711,0.00053662364,0.0065365974],"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":[0.000005515277,0.000039632952,0.0032782222,0.00015327823,0.00008567343,8.9020244e-7,0.00015445997,0.00016463568,0.000012736921,0.015090151,0.9801072,0.0009076007],"study_design_scores_gemma":[0.0003998185,0.00004272898,0.005488126,0.00009061926,0.000014618722,0.0000018808889,0.000024146597,0.00008180931,0.00020086093,0.0062624593,0.9869053,0.00048765144],"about_ca_topic_score_codex":0.0027764,"about_ca_topic_score_gemma":0.000093648516,"teacher_disagreement_score":0.1907794,"about_ca_system_score_codex":0.0003096376,"about_ca_system_score_gemma":0.000057942532,"threshold_uncertainty_score":0.9998146},"labels":[],"label_agreement":null},{"id":"W4252090369","doi":"10.4337/9781849807975.00009","title":"Introduction","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal principles and applications","field":"Social Sciences","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":"Statutory law; Political science; Government (linguistics); Law reform; Civil society; Law; Foundation (evidence); Public administration; Social capital; Competition (biology); Human rights; Politics","score_opus":0.02302034300510894,"score_gpt":0.2661357432871959,"score_spread":0.24311540028208697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252090369","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":[0.000024510235,0.000045625842,0.00012720986,0.019935176,0.00238862,0.00035771696,0.000032020696,0.00037747866,0.97671163],"genre_scores_gemma":[0.002081927,0.000025660422,0.0009357474,0.00045668153,0.01958522,0.000029178413,0.00007897922,0.00006843104,0.97673815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980703,0.000033733802,0.00031344136,0.00052568654,0.00067563896,0.00038122412],"domain_scores_gemma":[0.9984927,0.00007958875,0.00027267798,0.0006086811,0.0003013041,0.00024501048],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010949003,0.00023977032,0.00025154426,0.0001511771,0.0009911502,0.00213485,0.00078793406,0.0008951101,0.002040822],"category_scores_gemma":[0.00039462687,0.00025171338,0.00017878566,0.000028738314,0.00039958497,0.00064884865,0.00017553638,0.0017194933,0.0006106368],"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":[0.0000020399698,0.000004240151,0.0000012753784,0.000006312159,0.000018654371,0.0000014743432,0.0011589141,1.8847707e-7,0.000054012493,0.8604766,0.1178776,0.020398675],"study_design_scores_gemma":[0.00005915729,0.0000070956385,0.000005553295,0.00001668868,0.000028053424,0.0000015747657,0.000064866,6.4460943e-7,0.00004236867,0.0913648,0.90814817,0.00026102175],"about_ca_topic_score_codex":0.0010930207,"about_ca_topic_score_gemma":0.0039886264,"teacher_disagreement_score":0.79027057,"about_ca_system_score_codex":0.00018739783,"about_ca_system_score_gemma":0.00052903057,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W4252685071","doi":"10.4337/9781849803298.00008","title":"Canada","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","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":"Politics; Government (linguistics); Public administration; Corporate governance; Political science; Administration (probate law); Management; Law; Economics","score_opus":0.018528094441726515,"score_gpt":0.2362555329761046,"score_spread":0.2177274385343781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252685071","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":[0.00003250705,0.00012592282,0.000011887782,0.0041259555,0.0040973616,0.00023851648,0.00019626871,0.00012262384,0.99104893],"genre_scores_gemma":[0.0068122772,0.0000084139265,0.00008382901,0.0022602158,0.004680185,0.00000972477,0.00001579197,0.000062418614,0.9860671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703074,0.000046302324,0.00037161872,0.00043609878,0.001385824,0.00072941114],"domain_scores_gemma":[0.99820995,0.00021999932,0.0003048914,0.0004591777,0.00023620583,0.00056978053],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00084656646,0.00029225816,0.00040178755,0.000053641103,0.000605341,0.0013211052,0.0009563365,0.00087752356,0.0007545386],"category_scores_gemma":[0.00093744474,0.0002913439,0.00014691924,0.00001571756,0.00031952033,0.00036679118,0.00014444346,0.0015070603,0.00007711367],"study_design_candidate":"not_applicable","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":[0.0000012334385,0.0000012429298,0.000007728145,0.000012215958,0.000019063677,0.000027696098,0.00024224665,2.6721045e-8,0.0000027145843,0.7884397,0.20737535,0.0038707787],"study_design_scores_gemma":[0.00007263227,0.0000055318305,0.000041316038,0.000109672575,0.000014944842,0.0000021192204,0.000015405061,2.7762374e-7,0.000010478848,0.03780543,0.96157295,0.0003492418],"about_ca_topic_score_codex":0.98830026,"about_ca_topic_score_gemma":0.9945591,"teacher_disagreement_score":0.7541976,"about_ca_system_score_codex":0.00070444786,"about_ca_system_score_gemma":0.006588641,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W4253616561","doi":"10.4337/9781800371323.00005","title":"About the authors","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"History; Psychology","score_opus":0.03906587209015658,"score_gpt":0.28586031101340886,"score_spread":0.24679443892325229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253616561","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":[0.000046166733,0.0010959428,0.000020359224,0.014630087,0.005281165,0.00034429145,0.000009969432,0.0002481783,0.9783238],"genre_scores_gemma":[0.0010591605,0.00015036967,0.00041180453,0.0045370674,0.0033664976,0.000021285052,0.00007859693,0.00006863968,0.99030656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997134,0.00016361679,0.00043478477,0.0005191278,0.0012321969,0.0005162866],"domain_scores_gemma":[0.9979363,0.0002739143,0.0003026121,0.0005955785,0.0004486364,0.0004429621],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019618173,0.00031057515,0.0003125867,0.00015759547,0.0013646545,0.0045322943,0.0011042601,0.00065966207,0.0023544536],"category_scores_gemma":[0.0012692546,0.00025566173,0.0002569293,0.000056450845,0.00036733467,0.00043118355,0.00023814675,0.0013189913,0.00033742815],"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":[0.0000013535803,0.0000040036734,0.000024644649,0.0000067503893,0.00005817088,0.000006760182,0.030931633,1.7358892e-7,1.9241229e-7,0.6206517,0.31350565,0.03480895],"study_design_scores_gemma":[0.00007084505,0.0000064870046,0.00012429914,0.00016776854,0.00002424744,0.0000025306974,0.0026733456,1.8308326e-7,0.0000030020926,0.02683786,0.9697613,0.0003281048],"about_ca_topic_score_codex":0.00068747887,"about_ca_topic_score_gemma":0.0017467829,"teacher_disagreement_score":0.65625566,"about_ca_system_score_codex":0.00033322314,"about_ca_system_score_gemma":0.005589112,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4255887561","doi":"10.4337/9781785369858.00027","title":"North America","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Investment (military); International trade; Foreign direct investment; Free trade agreement; International investment; Convergence (economics); Political science; International economics; Development economics; Economics; Geography; Economic growth; Free trade; Law; Politics","score_opus":0.01884722383205883,"score_gpt":0.1997033542071103,"score_spread":0.18085613037505147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255887561","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":[0.000060721286,0.00003558134,0.000076118275,0.0013072814,0.0023182498,0.00036277872,0.000025317922,0.0003422856,0.99547166],"genre_scores_gemma":[0.002845554,0.0000047484186,0.00014214964,0.06945284,0.005384883,0.000013410734,0.0010463283,0.00013624424,0.92097384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786323,0.000004578497,0.00046712422,0.0005370805,0.0007929923,0.00033498692],"domain_scores_gemma":[0.9984215,0.000039520495,0.00061238674,0.00045586657,0.00044175814,0.000028989494],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018702348,0.00043915887,0.0003804444,0.00047748786,0.00017542743,0.0036418,0.00076307287,0.00026947723,0.0028537277],"category_scores_gemma":[0.00010611346,0.00042520193,0.00026516232,0.00003867426,0.00010127767,0.0026060916,0.000346704,0.00070835446,0.00806921],"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":[0.0000109811745,0.000007810332,0.00004266698,0.000060931277,0.000070316375,0.000009931939,0.000019397874,0.000005486781,0.0000025904674,0.7472958,0.24953552,0.0029386033],"study_design_scores_gemma":[0.00024375669,0.000010036169,0.00006536814,0.00010129397,0.000053441658,0.0000016497403,0.000007206812,0.00025113823,0.0000028554111,0.026282756,0.9724969,0.0004835799],"about_ca_topic_score_codex":0.00021799562,"about_ca_topic_score_gemma":0.00033085648,"teacher_disagreement_score":0.7229614,"about_ca_system_score_codex":0.0001047891,"about_ca_system_score_gemma":0.00013499305,"threshold_uncertainty_score":0.99982},"labels":[],"label_agreement":null},{"id":"W4293177251","doi":"10.4337/9781786438515.00025","title":"Data protection and childrens online privacy","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Data Privacy and Cybersecurity","field":"Social Sciences","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":"Data Protection Act 1998; Information privacy law; FTC Fair Information Practice; Child protection; Privacy law; Information privacy; Internet privacy; Privacy policy; European union; Right to privacy; Political science; Convention; Population; Data Protection Directive; General Data Protection Regulation; The Right to Privacy; Human rights; Business; Law; European Union law; Medicine; International trade; Computer science; Environmental health","score_opus":0.09171067312216478,"score_gpt":0.3010252485645834,"score_spread":0.2093145754424186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177251","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":[0.00035521586,0.0003927216,0.00003767542,0.004927792,0.0014028337,0.0009854594,0.004565395,0.00044604548,0.98688686],"genre_scores_gemma":[0.009852857,0.0008197301,0.0016147132,0.0017670881,0.006675326,0.00006937309,0.0138054,0.0002499989,0.9651455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968025,0.00018868377,0.00041582144,0.0010283336,0.0010865619,0.00047810632],"domain_scores_gemma":[0.99750125,0.000113376394,0.00039565982,0.0016157525,0.00010647009,0.00026750335],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022727817,0.00034911488,0.00039080318,0.00022258863,0.0014916264,0.002016771,0.0026731065,0.00050266937,0.0015495287],"category_scores_gemma":[0.0013618843,0.00038694838,0.000089866175,0.000046961883,0.0004085068,0.0025971679,0.0035585063,0.0020168405,0.000026012422],"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":[0.00003987614,0.00005893333,0.00003168059,0.0000700754,0.00020344967,0.0000395793,0.011850192,2.1639195e-7,0.000002554597,0.58969647,0.18316211,0.21484488],"study_design_scores_gemma":[0.00020431764,0.00003356867,0.00007226538,0.00007292226,0.00007077836,0.000009563635,0.00039388257,0.000007559649,7.192104e-7,0.031369284,0.96734565,0.00041948474],"about_ca_topic_score_codex":0.005685916,"about_ca_topic_score_gemma":0.007668837,"teacher_disagreement_score":0.78418356,"about_ca_system_score_codex":0.00021959268,"about_ca_system_score_gemma":0.0006259134,"threshold_uncertainty_score":0.99985826},"labels":[],"label_agreement":null},{"id":"W4293177597","doi":"10.4337/9781788119023.00013","title":"Indigenous peoples and electoral law","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Indigenous; Aotearoa; Expansionism; Political science; Democracy; State (computer science); Politics; Political economy; Representation (politics); Law; Sociology","score_opus":0.027683916108307494,"score_gpt":0.27004310901264383,"score_spread":0.24235919290433633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177597","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":[0.0001780384,0.0013507262,0.0000031265133,0.0034902568,0.0007952413,0.00037494622,0.000066504515,0.0002660695,0.9934751],"genre_scores_gemma":[0.046814367,0.0004311356,0.00016170257,0.0019127626,0.002202438,0.00003713508,0.000033943426,0.00010082494,0.94830567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755746,0.00011131617,0.00031445685,0.00051453913,0.00083732913,0.00066490757],"domain_scores_gemma":[0.99878293,0.00031670104,0.00026288058,0.00028897237,0.00008709016,0.00026143796],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008666026,0.00034909736,0.0004732645,0.0001794617,0.0031842245,0.0011770182,0.0005969879,0.00041478552,0.0007451527],"category_scores_gemma":[0.00026836363,0.00034671195,0.0001617506,0.000030492036,0.00088443613,0.0005182363,0.0005520892,0.0010508528,0.000029330788],"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":[0.0000076198285,0.0000047877834,0.000080170175,0.000029907034,0.00011398104,0.000023790648,0.04891568,7.2150044e-8,3.5316975e-7,0.9014319,0.044296592,0.005095155],"study_design_scores_gemma":[0.00011690734,0.00004562992,0.000060375176,0.00004271783,0.000058906353,0.0000062552217,0.0015928908,1.01374546e-7,8.5153664e-7,0.05106856,0.94661534,0.00039145758],"about_ca_topic_score_codex":0.024107939,"about_ca_topic_score_gemma":0.05738921,"teacher_disagreement_score":0.9023188,"about_ca_system_score_codex":0.00032645083,"about_ca_system_score_gemma":0.0008244332,"threshold_uncertainty_score":0.9998985},"labels":[],"label_agreement":null},{"id":"W4293177670","doi":"10.4337/9781788115797.00023","title":"Models of Indigenous territorial control in common law countries: a functional comparison","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Peoples' Rights and Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Jurisdiction; State (computer science); Government (linguistics); Political science; Property (philosophy); Control (management); Geography; Property rights; Law; Law and economics; Sociology; Economics; Ecology; Computer science","score_opus":0.030596664785604036,"score_gpt":0.2583057970959204,"score_spread":0.22770913231031636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177670","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":[0.000842749,0.00039245863,0.00010057006,0.0003386042,0.0057418216,0.0012219585,0.00057354086,0.00016404635,0.99062425],"genre_scores_gemma":[0.7476788,0.00006149573,0.00009036634,0.0013034663,0.007136683,0.00014004219,0.0005590297,0.00020195532,0.24282813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948668,0.00029229716,0.0011670628,0.00062552287,0.0021846942,0.00086363044],"domain_scores_gemma":[0.99751097,0.0005343553,0.00086938386,0.00050570624,0.0003556187,0.00022394344],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002538533,0.00047600744,0.0012211185,0.00042080093,0.0017728576,0.0010911784,0.0011174486,0.00095937226,0.0015574292],"category_scores_gemma":[0.000034594654,0.00048107948,0.00033535194,0.000059933496,0.0007646242,0.0010683449,0.00018265302,0.001766578,0.000016303138],"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":[0.00019294868,0.00006554143,0.00012945033,0.00004696515,0.00013068179,0.000030411657,0.060082737,0.00022256983,0.0000012362541,0.93080944,0.007701653,0.00058635185],"study_design_scores_gemma":[0.00095326983,0.00012920967,0.0000112775015,0.00009796167,0.00007079922,0.0000026223354,0.0008361931,0.00004414356,0.0000029749872,0.11612961,0.8812438,0.00047814596],"about_ca_topic_score_codex":0.10598548,"about_ca_topic_score_gemma":0.30849195,"teacher_disagreement_score":0.87354213,"about_ca_system_score_codex":0.0012809467,"about_ca_system_score_gemma":0.0026378483,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W4293177763","doi":"10.4337/9781800370791.00012","title":"Conclusion to Welfare States in the 21st Century","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","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":"Globalization; Falling (accident); Human welfare; Government (linguistics); Inequality; Welfare; Welfare state; Development economics; Demographic economics; Political science; Economics; Psychology; Mathematics; Law; Philosophy","score_opus":0.028228905578114222,"score_gpt":0.2877347401814906,"score_spread":0.2595058346033764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177763","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":[0.00009324056,0.0004049324,3.8309722e-7,0.048535276,0.0019169155,0.00076613034,0.00011527475,0.00013972059,0.94802815],"genre_scores_gemma":[0.056790303,0.0030609833,0.00005650769,0.018484524,0.008226849,0.00029395946,0.0002505622,0.0001931153,0.9126432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968681,0.00026699004,0.00040287778,0.0004464018,0.0013600648,0.00065559434],"domain_scores_gemma":[0.99881846,0.00032394752,0.00022123028,0.00034656143,0.00013096644,0.000158846],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022952477,0.00032367694,0.00041419416,0.00027788518,0.0030834523,0.0010547966,0.0013593315,0.00040324253,0.00045594457],"category_scores_gemma":[0.00057192176,0.00023931793,0.00021814699,0.000106861466,0.00036102362,0.0004100871,0.00083328685,0.0013293542,0.000036994865],"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":[0.000011897897,0.000008666545,0.0000124058915,0.0000150679925,0.000038043236,0.000021382368,0.11843051,0.0000019543934,2.7196492e-7,0.8261778,0.031738576,0.023543457],"study_design_scores_gemma":[0.00012552725,0.000035873385,0.000057271245,0.000054227843,0.000019326219,8.784431e-7,0.0443168,1.4774693e-7,3.9962546e-7,0.045985356,0.90910375,0.0003004443],"about_ca_topic_score_codex":0.013351727,"about_ca_topic_score_gemma":0.016867472,"teacher_disagreement_score":0.8773652,"about_ca_system_score_codex":0.00049752224,"about_ca_system_score_gemma":0.00030925355,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W4293177821","doi":"10.4337/9781788977371.00021","title":"NAFTAs lessons on labor standards and trade agreements","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Complaint; Timeline; Enforcement; Dispute resolution; Business; Dispute mechanism; Alternative dispute resolution; Trade agreement; Political science; Economics; International trade; Labour economics; Law; Free trade; Geography","score_opus":0.03905281017761361,"score_gpt":0.29908550047519755,"score_spread":0.2600326902975839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177821","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":[0.00017923165,0.00015457186,0.000003669365,0.02102664,0.0011617899,0.00031211652,0.0014984093,0.00013450994,0.9755291],"genre_scores_gemma":[0.025531579,0.00012039216,0.00007423447,0.0034227925,0.0011656747,0.000031481977,0.00012606733,0.00006656605,0.9694612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975803,0.00009208077,0.00035710138,0.00050968135,0.0009114374,0.0005494129],"domain_scores_gemma":[0.99883115,0.0002156178,0.00018296968,0.00029342176,0.00007297081,0.00040384108],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001192571,0.00027544473,0.0003525657,0.00016046301,0.001165793,0.0012825129,0.00047298573,0.00039722954,0.0033934342],"category_scores_gemma":[0.00046900776,0.0002908546,0.0001463309,0.000024524832,0.0003705702,0.00049935916,0.00021246339,0.0009479636,0.00007224285],"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":[0.000008076774,0.000007893172,0.000014966001,0.000009260875,0.00006381382,0.000009165586,0.0014043392,0.0000015089465,1.9566677e-7,0.856922,0.13375622,0.007802606],"study_design_scores_gemma":[0.00019077542,0.0000440874,0.00008865072,0.000050054303,0.00003927752,0.0000011888042,0.0003117142,0.0000017260691,6.1813665e-7,0.15441006,0.8446008,0.00026105368],"about_ca_topic_score_codex":0.0014454284,"about_ca_topic_score_gemma":0.0010610614,"teacher_disagreement_score":0.7108446,"about_ca_system_score_codex":0.00080954493,"about_ca_system_score_gemma":0.0006684587,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W4293177842","doi":"10.4337/9781788119023.00025","title":"Constructing the demos: voter qualification laws in comparative perspective","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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":"Ballot; Normative; Political science; Politics; Dimension (graph theory); Voting; Law and economics; Residence; Public administration; Law; Sociology; Mathematics","score_opus":0.08457434910300525,"score_gpt":0.3288438196651848,"score_spread":0.2442694705621795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293177842","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":[0.00014095372,0.00031280823,0.000013691215,0.007953845,0.0010098198,0.00042548144,0.000060864295,0.000100347854,0.9899822],"genre_scores_gemma":[0.14636888,0.000074505435,0.00019172388,0.0013472134,0.0014169503,0.000052731357,0.000057357698,0.00005759465,0.85043305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975234,0.0004203737,0.00042067454,0.00046072502,0.0008762374,0.00029857614],"domain_scores_gemma":[0.9981707,0.0006582009,0.0004219059,0.00025272724,0.00043225236,0.000064241154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933452,0.00024429424,0.00033271816,0.0001709425,0.0010607487,0.0009821372,0.0008502511,0.00014256874,0.00074351084],"category_scores_gemma":[0.0006673978,0.00020859654,0.00015293024,0.000049487564,0.0007370048,0.0005737619,0.00029063874,0.0012170823,0.00006111876],"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":[0.000011049334,0.0000056867802,0.000056713478,0.0000032062594,0.000078279896,0.0000061332353,0.04154689,0.0000016951133,6.519943e-7,0.93964297,0.01691171,0.0017350472],"study_design_scores_gemma":[0.0001286295,0.000016699045,0.00006459831,0.000061740975,0.000018612365,0.0000021091867,0.050971553,0.0000055294818,0.0000026703851,0.054584086,0.8939099,0.0002338964],"about_ca_topic_score_codex":0.0037929756,"about_ca_topic_score_gemma":0.019736178,"teacher_disagreement_score":0.8850589,"about_ca_system_score_codex":0.0012047162,"about_ca_system_score_gemma":0.00030292824,"threshold_uncertainty_score":0.99815106},"labels":[],"label_agreement":null},{"id":"W4300965651","doi":"10.4337/9781803922256.00024","title":"Increased copyright flexibilities for user-generated creativity","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Creativity; Doctrine; Digitization; Fair use; Copyright Act; Intellectual property; Exclusive right; Copyright law; Transformative learning; Law and economics; Political science; Business; Internet privacy; Engineering; Law; Computer science; Economics; Telecommunications; Sociology","score_opus":0.047252304803434834,"score_gpt":0.22952432637353795,"score_spread":0.1822720215701031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300965651","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":[0.000381566,0.00027019065,0.00018293393,0.0006680233,0.0022728096,0.0014437526,0.00019406037,0.0008716243,0.99371505],"genre_scores_gemma":[0.02140746,0.000011204129,0.00023373819,0.004013807,0.006583037,0.00029822785,0.0020764165,0.00036609406,0.96501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633056,0.000033166205,0.00082657946,0.0011800654,0.00088057644,0.0007490345],"domain_scores_gemma":[0.9970139,0.00040815413,0.00066425395,0.0009226311,0.0009243377,0.00006669186],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014100135,0.0008837685,0.0009603881,0.00077752816,0.0011266931,0.005559148,0.0012510623,0.0005604726,0.035812456],"category_scores_gemma":[0.0012338264,0.00076405273,0.00058950164,0.000101516474,0.00022938514,0.0037903157,0.0009535502,0.0012249654,0.00032690598],"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":[0.00029097614,0.000033918725,0.000012061265,0.00032444642,0.00019978169,0.000012643742,0.00011241492,0.0000019313768,0.00006940102,0.22219166,0.77116936,0.0055813827],"study_design_scores_gemma":[0.00074472826,0.000063089996,0.0000065209942,0.00013568385,0.00022001701,0.0000031988213,0.00003880815,0.0018625216,0.00018741227,0.044973593,0.95076066,0.0010037379],"about_ca_topic_score_codex":0.002766741,"about_ca_topic_score_gemma":0.0007096663,"teacher_disagreement_score":0.17959131,"about_ca_system_score_codex":0.00034540184,"about_ca_system_score_gemma":0.00033245885,"threshold_uncertainty_score":0.999481},"labels":[],"label_agreement":null},{"id":"W4301352802","doi":"10.4337/9781035351084.00023","title":"Ethics and Management Education: The MBA under Attack","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Engineering ethics; Medical education; Psychology; Political science; Sociology; Engineering; Medicine","score_opus":0.36728762749571336,"score_gpt":0.43421443666236037,"score_spread":0.066926809166647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301352802","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":[0.00005485323,0.0011827608,0.0015950423,0.033295564,0.006908079,0.00046656685,0.000009135588,0.000080418344,0.9564076],"genre_scores_gemma":[0.0033352238,0.00055215287,0.0017211958,0.0136615895,0.0023112316,0.000033267854,0.00003813835,0.0000841628,0.978263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425346,0.00019936034,0.0009525729,0.0009997577,0.0031871607,0.00040767554],"domain_scores_gemma":[0.9903893,0.0052812984,0.000701093,0.001702707,0.0017151793,0.00021044046],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018033154,0.0004273717,0.00039653448,0.00063485914,0.0011344729,0.007272791,0.0019145792,0.0011682677,0.00047619466],"category_scores_gemma":[0.0036190778,0.0002917915,0.00016941913,0.00013475823,0.00062297925,0.00078523136,0.0007686523,0.0037275015,0.00027433652],"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":[0.0000052799364,0.000009540086,0.000015969132,0.00005143691,0.000040111696,0.0000021547396,0.0015941965,0.000005185773,1.6298141e-7,0.6749375,0.22777775,0.095560715],"study_design_scores_gemma":[0.00005610963,0.0000070331607,0.0003564787,0.00020027082,0.000038303777,0.000012740457,0.00095872156,0.000004722439,0.0000012006864,0.39201507,0.6061286,0.00022079721],"about_ca_topic_score_codex":0.00008386506,"about_ca_topic_score_gemma":0.00061936426,"teacher_disagreement_score":0.3783508,"about_ca_system_score_codex":0.00018479975,"about_ca_system_score_gemma":0.0013234967,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W4307488106","doi":"10.4337/9781839100673.00037","title":"Fossil fuels and state-industry relations: a case study in environmental non-compliance","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","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":"Fossil fuel; Enforcement; Legislation; Legitimacy; Legislature; State (computer science); Natural resource economics; Environmental impact assessment; Political science; Politics; Business; Economy; Law; Economics; Engineering; Waste management","score_opus":0.054522878268133984,"score_gpt":0.265481729801171,"score_spread":0.21095885153303703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307488106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51941633,0.00017990441,0.0000131020615,0.0004752332,0.00023418445,0.0007704595,0.000065820255,0.00007764129,0.4787673],"genre_scores_gemma":[0.6493878,0.000012523175,0.0001328447,0.0005897236,0.00005088223,0.00009164724,0.000030184672,0.00005560318,0.3496488],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757206,0.00011315315,0.0005721927,0.0008537163,0.0005215876,0.00036731223],"domain_scores_gemma":[0.99880487,0.00014809711,0.00031532685,0.00054813595,0.000006547396,0.00017701594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064656,0.0004012646,0.0004061031,0.00022274305,0.00047830556,0.0003467636,0.000430106,0.00047380853,0.007246122],"category_scores_gemma":[0.00006920618,0.00044444914,0.00008691653,0.00004751368,0.00035730615,0.00088181056,0.00084598304,0.0022747454,0.00016028932],"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":[0.00013412573,0.00062511157,0.78190374,0.00007153605,0.0004997495,0.021615272,0.01995758,0.00053947314,0.00008818065,0.0019526025,0.054584317,0.11802832],"study_design_scores_gemma":[0.0039473493,0.00079213147,0.17608169,0.0002315785,0.00043646854,0.0035380393,0.012425517,0.0005186222,0.000018287124,0.014465091,0.78460306,0.0029421821],"about_ca_topic_score_codex":0.0020055063,"about_ca_topic_score_gemma":0.0027456905,"teacher_disagreement_score":0.73001873,"about_ca_system_score_codex":0.0005262392,"about_ca_system_score_gemma":0.00006790268,"threshold_uncertainty_score":0.99980074},"labels":[],"label_agreement":null},{"id":"W4307488132","doi":"10.4337/9781800379008.00023","title":"Diversity, equity and inclusive lessons from a workplace in the Canadian Arctic","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Cultural diversity; Multiculturalism; Equity (law); Workforce; Indigenous; Public relations; Diversity (politics); Inclusion (mineral); Sociology; Context (archaeology); Empowerment; Political science; Gender studies; Geography; Pedagogy; Ecology; Anthropology","score_opus":0.0752379688304635,"score_gpt":0.3493907862886073,"score_spread":0.2741528174581438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307488132","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":[0.001136071,0.00042022456,0.0000011642549,0.03370205,0.0018648899,0.0013696337,0.00041656918,0.00004959174,0.9610398],"genre_scores_gemma":[0.59266824,0.00020623695,0.00006809152,0.036375582,0.0018699485,0.00031221227,0.0004147304,0.0001389417,0.367946],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639046,0.00044768053,0.0004624986,0.00060362957,0.0006565565,0.0014391831],"domain_scores_gemma":[0.9972599,0.0013303887,0.00036745824,0.0005503743,0.0002315919,0.00026028213],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034036238,0.00036433293,0.0005878924,0.00036979633,0.027079284,0.00026427917,0.0014113473,0.00085444626,0.001912777],"category_scores_gemma":[0.0005190742,0.00031877417,0.000106849606,0.000045924,0.00017936165,0.00022490068,0.028188508,0.004911768,0.000070637514],"study_design_candidate":"not_applicable","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":[0.000068488,0.00001803875,0.010415058,0.00019188481,0.00029831092,0.0004981841,0.47557738,0.0000026265845,1.2662711e-7,0.37783054,0.12884143,0.006257905],"study_design_scores_gemma":[0.00046418104,0.00005359552,0.004023271,0.00016592219,0.000090087844,0.0000050938065,0.015474396,0.000002251512,1.4925599e-8,0.11726056,0.8621143,0.0003462934],"about_ca_topic_score_codex":0.9124861,"about_ca_topic_score_gemma":0.99784625,"teacher_disagreement_score":0.7332729,"about_ca_system_score_codex":0.004646879,"about_ca_system_score_gemma":0.0031780433,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W4309967043","doi":"10.4337/9781800377189.00017","title":"Knowledge, experience and measurement for stakeholder decision-making: a historical case study","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Historical Studies in Science","field":"Arts and Humanities","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); Stakeholder; Government (linguistics); Context (archaeology); Mile; Control (management); Political science; Public relations; Accounting; Public administration; Business; Management; Economics; History; Geography","score_opus":0.21150783390992353,"score_gpt":0.29875861969557654,"score_spread":0.08725078578565301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309967043","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":[0.00048181164,0.0021672018,0.00029668937,0.00012772034,0.008217902,0.0015885993,0.000058534046,0.00022028138,0.98684126],"genre_scores_gemma":[0.23254724,0.000013865692,0.0007112524,0.00030745848,0.0025500988,0.000926514,0.000004026303,0.00018665672,0.7627529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575055,0.00006483137,0.00079603295,0.0011942137,0.0016425814,0.000551806],"domain_scores_gemma":[0.9970987,0.00073302654,0.00038598818,0.00071080733,0.0008348019,0.00023666932],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019257776,0.0005576486,0.0007297346,0.0003245809,0.0028297538,0.0017792674,0.0008919139,0.00013091735,0.0012111515],"category_scores_gemma":[0.0015213491,0.0005064428,0.0002119049,0.000026824606,0.0004324006,0.00064475276,0.0010354788,0.00087139173,0.000010822662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006833053,0.00022255072,0.000011459806,0.00008163351,0.0001661721,0.0011535756,0.26793608,9.347745e-7,4.28423e-7,0.20974287,0.37506127,0.1455547],"study_design_scores_gemma":[0.00038137642,0.0005039288,9.1302326e-7,0.000102456994,0.00009669908,0.00012968,0.008013236,0.000007821734,1.0959156e-7,0.00557969,0.9845785,0.0006055856],"about_ca_topic_score_codex":0.0006116451,"about_ca_topic_score_gemma":0.005963093,"teacher_disagreement_score":0.6095172,"about_ca_system_score_codex":0.0038783655,"about_ca_system_score_gemma":0.0002586634,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W4309967112","doi":"10.4337/9781800372283.00027","title":"The use of IT for compliance with supranational bodies","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","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); Human rights; Quarter (Canadian coin); Computer security; Computer science; Internet privacy; Political science; Law; Psychology; Geography","score_opus":0.2131303176830571,"score_gpt":0.3170114224501031,"score_spread":0.10388110476704601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309967112","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":[0.000011839955,0.00015146981,0.0012925152,0.0049163224,0.0007589548,0.0008045379,0.0004696605,0.000085561434,0.99150914],"genre_scores_gemma":[0.0012294787,0.00020645859,0.0027585165,0.00085548864,0.0011127053,0.00010329136,0.00028579042,0.0000826337,0.99336565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820733,0.000095176685,0.00029569757,0.00030028037,0.0008408853,0.0002606036],"domain_scores_gemma":[0.99778205,0.0009161441,0.00040710898,0.00031207726,0.0005143092,0.000068308495],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012797186,0.00017154423,0.00020172626,0.00009518795,0.0017188115,0.0012863913,0.0006434161,0.00011566665,0.00017296743],"category_scores_gemma":[0.0010503784,0.00013415223,0.00010812525,0.000019729394,0.00048804109,0.0009697573,0.00015851918,0.00048788713,0.0000072862],"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":[0.00014945756,0.0000057360257,0.0000034288025,0.00008484288,0.000079039026,0.000003570174,0.0027247884,0.000013673767,0.0000018753968,0.84318185,0.13394275,0.019808967],"study_design_scores_gemma":[0.00013226108,0.00009267396,0.000008385897,0.00012138404,0.000090530935,0.0000018416354,0.001065674,0.000011880084,0.0000027693386,0.0054452852,0.99285525,0.00017203833],"about_ca_topic_score_codex":0.0010241594,"about_ca_topic_score_gemma":0.005866157,"teacher_disagreement_score":0.8589125,"about_ca_system_score_codex":0.00013479263,"about_ca_system_score_gemma":0.00042613383,"threshold_uncertainty_score":0.9997504},"labels":[],"label_agreement":null},{"id":"W4309967240","doi":"10.4337/9781789903942.00034","title":"Analysing the dynamics of inter-regional inequality: The case of Canada","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","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":"Inequality; Geography; Spatial inequality; Regional science; Economic geography; Census; Polarization (electrochemistry); Geovisualization; Distribution (mathematics); Cartography; Spatial distribution; Econometrics; Computer science; Demography; Economics; Remote sensing; Data mining; Visualization; Mathematics; Sociology; Population","score_opus":0.04642169594828012,"score_gpt":0.21329401342566118,"score_spread":0.16687231747738107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309967240","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":[0.0023124313,0.0012519886,0.0018678779,0.006505307,0.0012337158,0.0003465708,0.007746319,0.00002575498,0.97871006],"genre_scores_gemma":[0.7643567,0.000074226235,0.000107110005,0.001590668,0.00056162564,0.00002838157,0.0016261041,0.00012117835,0.231534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778116,0.000056999663,0.0012803434,0.00044211364,0.00017620988,0.00026315567],"domain_scores_gemma":[0.9964317,0.00043515005,0.0018070275,0.0011081359,0.00014489658,0.00007306863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018983042,0.00028665547,0.0008268712,0.00032365072,0.00032974893,0.0002790765,0.0012000436,0.00016768371,0.0014469024],"category_scores_gemma":[0.00030617515,0.00022064261,0.000441802,0.00011789561,0.00020226164,0.0002401063,0.0005227829,0.00085094635,0.0000032195737],"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":[0.000015760024,0.0000100920815,0.0003505517,0.00006560055,0.0009481547,0.00009792098,0.0006542706,0.00016422593,3.063392e-7,0.97187424,0.019117458,0.0067013996],"study_design_scores_gemma":[0.00025069684,0.00005047465,0.00009891624,0.00007549978,0.000311991,0.00015039963,0.0008597115,0.010524028,0.000004243304,0.099446274,0.8876489,0.00057890086],"about_ca_topic_score_codex":0.7368938,"about_ca_topic_score_gemma":0.80931896,"teacher_disagreement_score":0.872428,"about_ca_system_score_codex":0.00038839004,"about_ca_system_score_gemma":0.00038561958,"threshold_uncertainty_score":0.9994659},"labels":[],"label_agreement":null},{"id":"W4309967340","doi":"10.4337/9781803920047.00016","title":"CETA - where are the women? Diffusing the thought-terminating clichs that impeded diversity","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Discretion; Diversity (politics); Representation (politics); Race (biology); Psychology; Positive economics; Sociology; Law and economics; Computer science; Political science; Gender studies; Law; Economics","score_opus":0.02998903802210134,"score_gpt":0.21230470683241986,"score_spread":0.18231566881031852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309967340","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":[0.003600106,0.00012843129,0.000016619919,0.0072563007,0.0023296191,0.0006267502,0.000033836888,0.00028989837,0.9857184],"genre_scores_gemma":[0.20113312,0.000037476657,0.00004387315,0.07742223,0.008116017,0.00013494672,0.0002713233,0.00023433205,0.71260667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967655,0.000052388546,0.0004877289,0.0006300424,0.0015017746,0.0005625852],"domain_scores_gemma":[0.99745226,0.00022840638,0.001275523,0.0007122217,0.00029512247,0.000036443475],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015803382,0.0005514462,0.00041046075,0.0002741821,0.0037047376,0.0064761066,0.0020910513,0.00023996276,0.002960315],"category_scores_gemma":[0.00018660842,0.00037202256,0.00035063736,0.00007753499,0.00023928563,0.0030197832,0.003672445,0.0015851517,0.00013891674],"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":[0.000030190173,0.000020795047,0.0003728194,0.00010111437,0.0001948855,0.000036125777,0.001061433,0.000005875563,0.000009679173,0.9118471,0.08417841,0.0021415462],"study_design_scores_gemma":[0.0003426931,0.000009095901,0.00026252965,0.00014441773,0.000108132794,0.000007785292,0.0014043229,0.00030924837,0.000006178215,0.029932491,0.9669938,0.0004793196],"about_ca_topic_score_codex":0.00057243236,"about_ca_topic_score_gemma":0.0004814109,"teacher_disagreement_score":0.88281536,"about_ca_system_score_codex":0.00039431488,"about_ca_system_score_gemma":0.00007798944,"threshold_uncertainty_score":0.99987316},"labels":[],"label_agreement":null},{"id":"W4310562751","doi":"10.4337/9781839100833.00035","title":"The Scotia Process Report","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","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":"Nova scotia; Process (computing); Political science; Public relations; Engineering; Geography; Computer science; Archaeology","score_opus":0.020874637770774522,"score_gpt":0.27502645974024276,"score_spread":0.25415182196946823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310562751","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":[0.00019505534,0.0011126488,0.000014852855,0.0031399073,0.0028313273,0.00052037236,0.000013454991,0.00034896575,0.99182343],"genre_scores_gemma":[0.009536629,0.00023867654,0.00003442532,0.0003459445,0.0033432187,0.00006379975,0.000052186842,0.000080328275,0.9863048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964345,0.00012620508,0.0005661423,0.0006116969,0.0016859662,0.000575507],"domain_scores_gemma":[0.9977288,0.0003434908,0.00069654314,0.0006082569,0.00045368934,0.00016920526],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033391174,0.0003411534,0.00036734116,0.00014414673,0.0045445887,0.0027396597,0.0011972493,0.0003030387,0.0007341806],"category_scores_gemma":[0.0012816961,0.00027776035,0.00024376238,0.000054112556,0.0005577364,0.0007001322,0.0002976519,0.0011252742,0.000044709388],"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":[0.0000068100644,0.0000054413717,0.00010992658,0.000022749598,0.00013165128,0.00010234918,0.11384029,0.000001087138,1.2181387e-7,0.4851098,0.39614847,0.004521296],"study_design_scores_gemma":[0.00007265738,0.000014367416,0.00007806031,0.000044633904,0.000053649263,0.0000111137615,0.0008451641,7.264029e-7,0.0000013943373,0.076271325,0.9222896,0.00031728976],"about_ca_topic_score_codex":0.01190993,"about_ca_topic_score_gemma":0.06853717,"teacher_disagreement_score":0.52614117,"about_ca_system_score_codex":0.00027556665,"about_ca_system_score_gemma":0.0012953142,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W4310583577","doi":"10.4337/9781800377561.00034","title":"Interaction between global and regional ocean governance: three models","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Viewpoints; United Nations Convention on the Law of the Sea; Convention; Global governance; Corporate governance; Political science; Regional science; Geography; Business; Law; Politics","score_opus":0.027564989949845523,"score_gpt":0.23522540864485086,"score_spread":0.20766041869500534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310583577","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":[0.0017446089,0.000108482825,0.000115167204,0.0012460182,0.0006609938,0.0002784618,0.00030194162,0.00014731305,0.99539703],"genre_scores_gemma":[0.21971971,0.00006854949,0.0015932007,0.0016979997,0.0018669247,0.000024625047,0.0006422875,0.00019181384,0.7741949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969875,0.000033012522,0.00042109782,0.0007901363,0.0014246452,0.00034356484],"domain_scores_gemma":[0.99887407,0.00011999141,0.00039999586,0.0003982101,0.000037156053,0.00017057733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004190504,0.0004105032,0.00035747307,0.000042866275,0.00028125718,0.0007800774,0.0008153929,0.00032350273,0.005204335],"category_scores_gemma":[0.000057206176,0.00045327767,0.00015516928,0.00002519572,0.00025870654,0.001976152,0.0014525237,0.000991696,0.00014083297],"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":[0.000052146974,0.000013333272,0.0024724158,0.000022437413,0.00015210248,0.000047742917,0.00022633531,0.00027667388,0.0000026727391,0.8133149,0.14739469,0.03602453],"study_design_scores_gemma":[0.00018367697,0.00004633304,0.001991291,0.00007299649,0.000041397303,0.000040798972,0.000009378108,0.0002939405,0.0000025881006,0.2904691,0.7064585,0.00038997887],"about_ca_topic_score_codex":0.0026887264,"about_ca_topic_score_gemma":0.00080078095,"teacher_disagreement_score":0.55906385,"about_ca_system_score_codex":0.0015258266,"about_ca_system_score_gemma":0.000048859136,"threshold_uncertainty_score":0.9997919},"labels":[],"label_agreement":null},{"id":"W4312461298","doi":"10.4337/9781035306176.00015","title":"The ICT paradigm","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"ICT Impact and Policies","field":"Engineering","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":"The Renaissance; Foundation (evidence); Quarter (Canadian coin); Information and Communications Technology; Political science; Engineering ethics; Sociology; Engineering; History; Art history; Law; Archaeology","score_opus":0.01791773725407038,"score_gpt":0.20662875356653096,"score_spread":0.18871101631246057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312461298","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":[0.00014060848,0.0027695415,0.000040885556,0.00043417633,0.0027418153,0.00023304518,0.000052557472,0.0010099256,0.99257743],"genre_scores_gemma":[0.008379028,0.0010063859,0.000027913296,0.0004139052,0.002745168,0.00002142935,0.000059387312,0.00031724237,0.98702955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822295,0.00001637569,0.00042560292,0.00014989317,0.00049843197,0.00068673433],"domain_scores_gemma":[0.99857825,0.0002572803,0.0001090089,0.0007837494,0.000057505214,0.0002142159],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00028666385,0.0005495507,0.00041349969,0.00018244502,0.00044738685,0.0016623486,0.0008889227,0.0006038186,0.00007952332],"category_scores_gemma":[0.00007750618,0.00042644894,0.0002916517,0.000021521131,0.00018677588,0.00040607716,0.00011961192,0.0013720781,0.00034158322],"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":[0.00000587797,0.0000014188039,0.0000027905721,0.0000399278,0.00020873369,0.000017143486,0.0026109566,0.00007381924,0.0000068999266,0.09147488,0.87902635,0.026531171],"study_design_scores_gemma":[0.000121103265,0.000019511239,0.000023852575,0.00009288136,0.000032561846,0.00006310347,0.000022530188,0.000050362964,0.0000752753,0.005973515,0.9930286,0.00049673504],"about_ca_topic_score_codex":0.00005242822,"about_ca_topic_score_gemma":0.00007278207,"teacher_disagreement_score":0.11400219,"about_ca_system_score_codex":0.00017572822,"about_ca_system_score_gemma":0.00012125387,"threshold_uncertainty_score":0.99981874},"labels":[],"label_agreement":null},{"id":"W4312870511","doi":"10.4337/9781035306176.00011","title":"Continental, national and sub-national innovation systems - complementarity and economic growth","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":14,"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":"Complementarity (molecular biology); The Renaissance; Quarter (Canadian coin); Foundation (evidence); Economic geography; Regional science; Political science; Neoclassical economics; Economics; Economy; Economic system; Geography; History; Art history; Archaeology; Law","score_opus":0.06643721909891676,"score_gpt":0.2884471468220809,"score_spread":0.22200992772316414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312870511","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":[0.004512425,0.00020057405,0.0000075534085,0.002911107,0.0007935381,0.00040786777,0.00019742403,0.00008001472,0.9908895],"genre_scores_gemma":[0.2768539,0.00093999424,0.0003656111,0.0026180553,0.006023586,0.000069143716,0.0020323235,0.00010274586,0.71099466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978846,0.000056475474,0.0004880675,0.0003888518,0.00092076435,0.00026127574],"domain_scores_gemma":[0.99857444,0.00022281802,0.00038634168,0.00006574498,0.00063137006,0.000119289776],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013067736,0.00024954954,0.00029183002,0.00046415624,0.0007420785,0.0013680736,0.00023079425,0.0003198481,0.00009438278],"category_scores_gemma":[0.00021469555,0.00028108998,0.000046164212,0.00003423327,0.0004455384,0.00090348546,0.00013150895,0.00034618992,0.0000330861],"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":[0.000006466106,0.0000026788953,0.00056161784,0.000017752149,0.000052670635,0.0000013367143,0.0009062397,2.8217428e-7,0.0000015426625,0.709915,0.28813374,0.0004006847],"study_design_scores_gemma":[0.00032887034,0.000010608646,0.002614679,0.00006717934,0.000009432016,0.0000143470115,0.0000655236,0.000014724317,0.000002586791,0.04019807,0.95636034,0.00031361973],"about_ca_topic_score_codex":0.0033904046,"about_ca_topic_score_gemma":0.0015887154,"teacher_disagreement_score":0.6697169,"about_ca_system_score_codex":0.00059904275,"about_ca_system_score_gemma":0.0012765044,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W4312940133","doi":"10.4337/9781035306176.00013","title":"A hard landing for the 'new economy'? Information technology and the United States national system of innovation","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); The Renaissance; Foundation (evidence); Economy; Regional science; Political science; Engineering; Economic history; Economics; History; Geography; Art history; Archaeology; Law","score_opus":0.0331553619185334,"score_gpt":0.19718194642681564,"score_spread":0.16402658450828222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312940133","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":[0.0014431406,0.001623266,0.021747494,0.012527328,0.0012749787,0.0018180213,0.0009180873,0.00015431076,0.95849335],"genre_scores_gemma":[0.65607816,0.001100743,0.004461496,0.0049959924,0.003935605,0.00071762403,0.0041111833,0.00029480268,0.32430437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844784,0.0000092485325,0.0010379995,0.00026635267,0.000050035535,0.00018854455],"domain_scores_gemma":[0.99734855,0.00040338322,0.0015542151,0.0003091075,0.00035417994,0.000030587846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021151186,0.00020820905,0.0004768201,0.0013899504,0.0002749103,0.0004704666,0.00039032617,0.00032504284,0.000012450034],"category_scores_gemma":[0.0008094356,0.00016769193,0.00008821984,0.0001353734,0.00024206801,0.00085528323,0.00011572354,0.00040332557,0.000020000787],"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":[0.000049070128,0.0000014364877,0.00014460101,0.000113905255,0.00015159349,7.091287e-8,0.0005292604,0.000038458576,1.8075677e-7,0.9726209,0.024291141,0.002059359],"study_design_scores_gemma":[0.000803213,0.00001866644,0.000052693067,0.00004205582,0.000012802103,0.0000108215445,0.00006771144,0.0022620296,0.000009739796,0.29166833,0.7049032,0.00014878024],"about_ca_topic_score_codex":0.00020111514,"about_ca_topic_score_gemma":0.000013345807,"teacher_disagreement_score":0.6809526,"about_ca_system_score_codex":0.00018421368,"about_ca_system_score_gemma":0.00015918273,"threshold_uncertainty_score":0.6838279},"labels":[],"label_agreement":null},{"id":"W4321225119","doi":"10.4337/9781800887268.00027","title":"Tackling labour rights and environmental protection through trade and Sustainable Development Chapters: the European approach","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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; Commission; Political science; International trade; Negotiation; Scope (computer science); Free trade; Sustainable development; Civil society; European commission; International economics; Business; Economics; European union; Law; Politics","score_opus":0.021330886682384902,"score_gpt":0.20903652533549005,"score_spread":0.18770563865310516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321225119","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":[0.00038753435,0.00020415953,0.00047577126,0.0032858865,0.00033327445,0.0012601821,0.000013035703,0.00041907787,0.99362105],"genre_scores_gemma":[0.25514263,0.00004348336,0.0007200871,0.00024174419,0.0009697394,0.00003306681,0.00006485961,0.00015231362,0.7426321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975162,0.0002504594,0.000354447,0.000624714,0.0007074065,0.0005467584],"domain_scores_gemma":[0.9992162,0.00007903604,0.00026189897,0.0002549682,0.000035472876,0.00015242957],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002145286,0.00034122675,0.00025464443,0.00014471501,0.0024758917,0.0024409655,0.00043319896,0.00026670843,0.00003966858],"category_scores_gemma":[0.00009637552,0.0002888023,0.000049122697,0.00006591553,0.0005843521,0.0009944484,0.00036526602,0.0007452215,0.00002152637],"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":[0.0000046745845,0.00001024846,0.000009967313,0.00007664644,0.00008650607,0.000029717849,0.054141376,0.000002942092,0.000008052943,0.9381832,0.0012807127,0.006165941],"study_design_scores_gemma":[0.0002060308,0.000012877094,0.00022842248,0.00007587798,0.00003293611,0.000008685643,0.0037373882,0.000006035135,0.000025803525,0.020924574,0.9743605,0.00038083852],"about_ca_topic_score_codex":0.00053188845,"about_ca_topic_score_gemma":0.0002890597,"teacher_disagreement_score":0.9730798,"about_ca_system_score_codex":0.00027650653,"about_ca_system_score_gemma":0.00014339633,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4321228128","doi":"10.4337/9781803924069.00010","title":"What constitutes a 'good city': some case studies","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Environmental planning; Land use; Urban planning; Land-use planning; Corporate governance; Geography; Political science; Regional science; Engineering; Civil engineering; Economics; Management","score_opus":0.08975369347893992,"score_gpt":0.32665113067290513,"score_spread":0.23689743719396522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321228128","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":[0.0030287965,0.0036571808,0.000006365443,0.00252885,0.011919874,0.00086168345,0.00013864959,0.0013492481,0.97650933],"genre_scores_gemma":[0.0361232,0.00077065773,0.00009610575,0.0007088039,0.0038243518,0.000052097508,0.00008100339,0.000119546334,0.95822424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604195,0.00009964528,0.0007700126,0.0010405417,0.0012049956,0.00084285875],"domain_scores_gemma":[0.9971403,0.0006821487,0.0004735628,0.00071969215,0.0005839871,0.00040031018],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002503483,0.0005938959,0.00092103257,0.0003826489,0.0015216952,0.005488034,0.0010239816,0.00093382836,0.0002785786],"category_scores_gemma":[0.0008941817,0.0005788374,0.0004633571,0.000082949744,0.0018467439,0.005455535,0.00031793717,0.0013402584,0.00017676465],"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":[0.00002295291,0.000028614408,0.0008234669,0.00027259762,0.0007962587,0.006764816,0.023304107,6.956035e-7,0.0000015533453,0.8949896,0.05203258,0.020962749],"study_design_scores_gemma":[0.0003272593,0.00003076732,0.0000322902,0.000816499,0.0002559131,0.0000308678,0.0058492054,7.4293496e-7,0.000011797564,0.26015943,0.7316166,0.0008686315],"about_ca_topic_score_codex":0.0017284101,"about_ca_topic_score_gemma":0.026241584,"teacher_disagreement_score":0.679584,"about_ca_system_score_codex":0.00035005095,"about_ca_system_score_gemma":0.0010323264,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W4321228272","doi":"10.4337/9781803924069.00014","title":"Housing affordability: a major problem for many cities","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Renting; Disadvantage; Investment (military); Business; Economic growth; Productivity; Security of tenure; Public housing; Cohesion (chemistry); Development economics; Labour economics; Public economics; Economics; Geography; Political science; Land tenure; Politics","score_opus":0.04781589164917965,"score_gpt":0.2210658733570332,"score_spread":0.17324998170785355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321228272","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":[0.00055785425,0.0007378752,0.0025449712,0.00090516446,0.0031634537,0.0014390966,0.0015164205,0.0008357907,0.98829937],"genre_scores_gemma":[0.007049779,0.00012162967,0.0056460663,0.00097460987,0.0022410562,0.0002817763,0.00031880746,0.0006427811,0.9827235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995684,0.000014928531,0.0015846005,0.001456491,0.0001942694,0.0010656874],"domain_scores_gemma":[0.9969971,0.00024486508,0.0012620814,0.0010680616,0.00020093938,0.00022692776],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017951317,0.0007940855,0.0014981627,0.00097232626,0.00051464513,0.0023946112,0.00096566,0.0011081387,0.0002007812],"category_scores_gemma":[0.00013152993,0.00097306725,0.0007798977,0.000080339625,0.00025645902,0.0009454618,0.00038328892,0.0010226351,0.0005074163],"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":[0.000036421763,0.000014789923,0.000066223125,0.00047900682,0.00020222059,0.000019443938,0.0012242161,0.000005344841,0.000002016059,0.9373873,0.050112188,0.010450832],"study_design_scores_gemma":[0.00053125207,0.0000690167,0.000030189773,0.00027074688,0.000034360255,0.000005995557,0.000027518956,0.0000810343,0.000013909426,0.31591725,0.682234,0.0007847467],"about_ca_topic_score_codex":0.00055045367,"about_ca_topic_score_gemma":0.0005050157,"teacher_disagreement_score":0.6321218,"about_ca_system_score_codex":0.00044614018,"about_ca_system_score_gemma":0.0002087623,"threshold_uncertainty_score":0.999272},"labels":[],"label_agreement":null},{"id":"W4321230354","doi":"10.4337/9781800374652.00011","title":"Strategies to redress entrepreneurship gender gaps in Canada revisited","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Redress; Entrepreneurship; Context (archaeology); Women entrepreneurs; Government (linguistics); Business; Economic growth; Investment (military); Small business; Political science; Economics; Finance; Geography","score_opus":0.03674999201932916,"score_gpt":0.22664661551204082,"score_spread":0.18989662349271166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321230354","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":[0.002528567,0.0004049663,0.0000036966424,0.0021725825,0.0022010193,0.0006583785,0.000052930653,0.0003884143,0.9915894],"genre_scores_gemma":[0.26756695,0.0002897091,0.00012446067,0.024353363,0.011717651,0.0002627959,0.00077355816,0.0008901838,0.69402134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585074,0.000022389875,0.00089740433,0.001176628,0.0011155526,0.0009373045],"domain_scores_gemma":[0.9979685,0.00019260046,0.00053155306,0.00083939865,0.00038754323,0.000080421],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00070367445,0.0007373011,0.0008290115,0.00083020085,0.00024036993,0.0040910207,0.001265676,0.00031791505,0.00034904774],"category_scores_gemma":[0.0004615627,0.00073421083,0.00018971521,0.00022536544,0.00006643541,0.0018328284,0.0010606269,0.0009977554,0.00034107902],"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":[0.00007620706,0.00001260021,0.015228868,0.0009792586,0.00025272302,0.00059731596,0.0004745211,0.00041709663,0.000013849823,0.4293372,0.542041,0.010569309],"study_design_scores_gemma":[0.00037499313,0.000010404744,0.006812976,0.0011974939,0.00010910713,0.0000029850185,0.0010603367,0.000022677325,0.000007679117,0.03704355,0.9521239,0.0012339297],"about_ca_topic_score_codex":0.5905008,"about_ca_topic_score_gemma":0.84556013,"teacher_disagreement_score":0.41008285,"about_ca_system_score_codex":0.00045136813,"about_ca_system_score_gemma":0.00075056765,"threshold_uncertainty_score":0.9995109},"labels":[],"label_agreement":null},{"id":"W4321266803","doi":"10.4337/9781781956229.00025","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","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":"Deregulation; Public administration; Politics; Autonomy; New public management; Political science; Audit; Public sector; Agency (philosophy); Government (linguistics); Business; Sociology; Accounting; Economics; Law; Social science; Market economy","score_opus":0.044917753510273384,"score_gpt":0.36027613007111436,"score_spread":0.315358376560841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321266803","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":[0.00014747416,0.00018185088,0.00022315944,0.008955937,0.003937138,0.00043842476,0.00022620613,0.00021333636,0.98567647],"genre_scores_gemma":[0.037127882,0.000031545325,0.00008580605,0.0013542207,0.009329107,0.00008885756,0.00048258458,0.000063584106,0.9514364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949008,0.000680041,0.00053121627,0.00065159955,0.0019312317,0.0013050811],"domain_scores_gemma":[0.99772114,0.0003644129,0.0003319505,0.0005629883,0.00045106772,0.00056843547],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027914378,0.00035830477,0.0004509527,0.00058258063,0.0012940724,0.009251868,0.0019370589,0.0013171663,0.00527678],"category_scores_gemma":[0.001656473,0.00037536325,0.0002442202,0.0003545496,0.000649163,0.0013219258,0.0002646343,0.0018725491,0.0035782417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066858074,0.000027307424,0.000024811437,0.000030978554,0.000032209817,0.000009842032,0.0010713892,0.0000033345273,0.0000029304617,0.030013362,0.9610122,0.0077649704],"study_design_scores_gemma":[0.00020737697,0.000019161358,0.00007574456,0.0000646453,0.000008177851,0.000001537895,0.00034268826,0.00000772413,0.00002427058,0.0020644476,0.9967753,0.00040886775],"about_ca_topic_score_codex":0.031907517,"about_ca_topic_score_gemma":0.008838931,"teacher_disagreement_score":0.036980405,"about_ca_system_score_codex":0.00042147687,"about_ca_system_score_gemma":0.006088818,"threshold_uncertainty_score":0.9999793},"labels":[],"label_agreement":null},{"id":"W4321270759","doi":"10.4337/9781035304134.00013","title":"References","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Frontier; Clearing; Order (exchange); Political science; Forestry; Geography; Economics; Law","score_opus":0.027227666808968914,"score_gpt":0.22855758471758722,"score_spread":0.20132991790861832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321270759","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":[0.000012231903,0.0005868128,0.0000016016245,0.0011501793,0.0017762738,0.00020006589,0.00008211055,0.00028209083,0.9959086],"genre_scores_gemma":[0.0004249475,0.00041686525,0.00006015528,0.00071259355,0.0025078258,0.0000092419095,0.000047988236,0.000060079703,0.9957603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766093,0.00006858645,0.0003373142,0.00049444265,0.0009366649,0.0005020703],"domain_scores_gemma":[0.9986971,0.000091866765,0.00021690737,0.00042080364,0.00015050957,0.00042281233],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077644363,0.00024826243,0.00036117446,0.0009152413,0.0016204756,0.007496978,0.0009885253,0.00086153526,0.013303969],"category_scores_gemma":[0.00019202422,0.00033763077,0.0002447352,0.000035642064,0.00097636884,0.00079309754,0.00007176892,0.0010130659,0.0012978865],"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":[0.0000040688296,0.0000021237465,8.5921147e-7,0.00000901487,0.00002673358,0.000025440286,0.003228221,1.0286843e-7,1.8847014e-7,0.5375501,0.36276853,0.09638462],"study_design_scores_gemma":[0.000070600996,0.000012487763,0.0000065090007,0.000114564216,0.000036067537,0.0000016284343,0.00011596596,1.2114513e-7,2.2341295e-7,0.081356525,0.9179221,0.00036322392],"about_ca_topic_score_codex":0.29962882,"about_ca_topic_score_gemma":0.9011176,"teacher_disagreement_score":0.6014888,"about_ca_system_score_codex":0.0011658851,"about_ca_system_score_gemma":0.0034536857,"threshold_uncertainty_score":0.99990755},"labels":[],"label_agreement":null},{"id":"W4321270923","doi":"10.4337/9781781956229.00013","title":"Theoretical Faith and Practical Works: De-Autonomizing and Joining-Up in the New Zealand State Sector","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":53,"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":"Deregulation; Public administration; New public management; Public sector; Autonomy; Political science; Audit; Politics; Agency (philosophy); Government (linguistics); State (computer science); Managerialism; Regulatory state; Sociology; Management; Law; Economics; Social science; Market economy","score_opus":0.04250897683885014,"score_gpt":0.3303234153853482,"score_spread":0.2878144385464981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321270923","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":[0.0014359992,0.00014099242,0.0001263655,0.042824823,0.00018054676,0.00042471738,0.000024199371,0.00007891248,0.9547635],"genre_scores_gemma":[0.21597528,0.00020124034,0.0010678356,0.0046224385,0.0028420622,0.000038620783,0.000044766926,0.000094751376,0.775113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972064,0.0004206314,0.00039789386,0.00047282173,0.0007677562,0.0007344782],"domain_scores_gemma":[0.99735284,0.0016962346,0.00018580172,0.00024951293,0.00008076369,0.00043486382],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004800387,0.0002711222,0.0003363406,0.00024482651,0.00047787558,0.007071741,0.00038535168,0.0005172825,0.00021453276],"category_scores_gemma":[0.001959745,0.00021599141,0.00006814323,0.00005642959,0.0010820996,0.0009470363,0.00017480197,0.0016849705,0.0000054339334],"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":[0.00003535493,0.000007967677,0.00010287902,0.000011551154,0.00002271588,0.00005114786,0.009071924,3.8198442e-7,0.0000013945751,0.87554073,0.10649171,0.008662234],"study_design_scores_gemma":[0.000421559,0.000044620705,0.0003246715,0.00013880359,0.000017568054,0.00003045998,0.0006265866,0.000057634126,0.00000179011,0.2573798,0.7407,0.00025648336],"about_ca_topic_score_codex":0.0028075743,"about_ca_topic_score_gemma":0.0046167574,"teacher_disagreement_score":0.6342083,"about_ca_system_score_codex":0.00015179838,"about_ca_system_score_gemma":0.0026217375,"threshold_uncertainty_score":0.993959},"labels":[],"label_agreement":null},{"id":"W4321271225","doi":"10.4337/9781781956229.00007","title":"Agencification and Regulatory Reforms","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":78,"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":"Deregulation; Public administration; Autonomy; New public management; Audit; Politics; Political science; Regulatory reform; Public sector; Agency (philosophy); Government (linguistics); Managerialism; Business; Sociology; Accounting; Economics; Law; Market economy","score_opus":0.050769373458058764,"score_gpt":0.3124254684065124,"score_spread":0.26165609494845365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321271225","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":[0.00020987872,0.00016420386,0.000032351934,0.0044819773,0.0003278875,0.00033726942,0.000060074246,0.00022882341,0.99415755],"genre_scores_gemma":[0.027994735,0.000051195486,0.00016287049,0.00041634866,0.0018437811,0.00002127329,0.00014879157,0.00004704406,0.969314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737734,0.00008780722,0.00040369562,0.0004910266,0.0011341862,0.0005059373],"domain_scores_gemma":[0.9984901,0.00013279553,0.00028613748,0.00044826267,0.00028141614,0.00036126556],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023092462,0.00024713934,0.00026424878,0.00033321456,0.0008524977,0.0025811591,0.000608703,0.00077252055,0.0002750324],"category_scores_gemma":[0.00050425704,0.00024148179,0.00010929027,0.000041520172,0.0007010478,0.0010421581,0.00013062697,0.0007863232,0.000055005923],"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":[0.000004262982,0.0000045568713,0.000009687084,0.000018349614,0.000017933924,0.0000059756703,0.0008681302,1.2206495e-7,0.000008915601,0.81014794,0.16390432,0.025009831],"study_design_scores_gemma":[0.000100814774,0.000017215596,0.00029491147,0.000053238477,0.000010994615,0.0000024773767,0.00012539006,0.0000033003969,0.000016697122,0.07976514,0.91934884,0.00026098717],"about_ca_topic_score_codex":0.0021230048,"about_ca_topic_score_gemma":0.0021815095,"teacher_disagreement_score":0.7554445,"about_ca_system_score_codex":0.00030738735,"about_ca_system_score_gemma":0.0013303877,"threshold_uncertainty_score":0.9984543},"labels":[],"label_agreement":null},{"id":"W4321271268","doi":"10.4337/9781781956229.00014","title":"The Reassertion of the Centre in a First Generation NPM System","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":40,"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":"Public administration; Deregulation; New public management; Autonomy; Audit; Politics; Political science; Agency (philosophy); Public sector; Government (linguistics); Regulatory reform; Managerialism; Sociology; Business; Accounting; Economics; Law; Market economy; Social science","score_opus":0.03965159944914866,"score_gpt":0.28284502916566356,"score_spread":0.24319342971651492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321271268","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":[0.0005711683,0.000081529295,0.000010599496,0.013649606,0.0007629744,0.000560816,0.00003802039,0.000060318504,0.98426497],"genre_scores_gemma":[0.33538142,0.000016411,0.00001183348,0.00008794097,0.0013235622,0.00002167961,0.000033002314,0.000023847108,0.6631003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972761,0.000299669,0.0005342073,0.00028680847,0.0011846294,0.00041855974],"domain_scores_gemma":[0.9983978,0.00029956957,0.00042897364,0.0004581438,0.00031335035,0.00010210805],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002854964,0.00017826258,0.00021172024,0.00014226686,0.0011816649,0.0017453582,0.0009877865,0.0004618253,0.000028847013],"category_scores_gemma":[0.0008765176,0.00012083488,0.0001664675,0.000086868604,0.00037460605,0.00043615984,0.00012967658,0.00065552583,0.000009769407],"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":[0.0000072790845,0.00000785952,0.00008399254,0.000035252866,0.000016622651,0.0000024349329,0.0014250918,0.000008409427,0.000011943014,0.8964968,0.09913025,0.0027740805],"study_design_scores_gemma":[0.00014049806,0.000008504767,0.0002911786,0.00023483585,0.000010602976,0.0000011473369,0.00048796443,0.00013189839,0.000049665316,0.0037017798,0.9947998,0.00014215881],"about_ca_topic_score_codex":0.0077151116,"about_ca_topic_score_gemma":0.107951924,"teacher_disagreement_score":0.8956695,"about_ca_system_score_codex":0.0005029761,"about_ca_system_score_gemma":0.0013656046,"threshold_uncertainty_score":0.99929094},"labels":[],"label_agreement":null},{"id":"W4321271412","doi":"10.4337/9781035304134.00014","title":"Index","year":2000,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Frontier; Clearing; Index (typography); Order (exchange); Geography; Political science; Forestry; Social science; Sociology; Archaeology; Economics; Computer science","score_opus":0.015408223892266865,"score_gpt":0.244101825903429,"score_spread":0.22869360201116212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321271412","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":[0.000076657314,0.0009813263,0.000013945918,0.0012711431,0.009648601,0.000270223,0.00017048574,0.00015640182,0.9874112],"genre_scores_gemma":[0.0011336554,0.0003512132,0.00002973939,0.0013454695,0.006326211,0.000034616627,0.00015174138,0.00006947603,0.99055785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969895,0.0002943581,0.0003590994,0.0005514384,0.0010015097,0.000804097],"domain_scores_gemma":[0.99850005,0.00009413996,0.0002199815,0.0004939835,0.00015705329,0.00053478027],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091111,0.00025979508,0.00042066126,0.0013035957,0.0021168047,0.014363727,0.0013456262,0.0011493755,0.04176679],"category_scores_gemma":[0.00030983062,0.00037156141,0.00026678774,0.00022613189,0.000838274,0.0010132417,0.00009269893,0.0014336938,0.016010491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006508327,0.00000879352,0.0000029821333,0.000027040865,0.00003315779,0.000016101349,0.006476251,0.0000027419806,4.0021274e-7,0.0024568795,0.94783276,0.043136362],"study_design_scores_gemma":[0.00013666644,0.000008812901,0.000021063282,0.00009545081,0.000022221906,0.0000015786134,0.00035727624,7.1356743e-7,5.844604e-7,0.00045464834,0.9984749,0.0004260616],"about_ca_topic_score_codex":0.7288079,"about_ca_topic_score_gemma":0.8930353,"teacher_disagreement_score":0.16422737,"about_ca_system_score_codex":0.0019971624,"about_ca_system_score_gemma":0.0074491226,"threshold_uncertainty_score":0.99987364},"labels":[],"label_agreement":null},{"id":"W4321446909","doi":"10.4337/9781800377929.00020","title":"Founding oSTEM: trailblazing for LGBTQA+ communities","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Career Development and Diversity","field":"Social Sciences","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":"Queer; Transgender; Lesbian; Gender studies; Diversity (politics); Sexual minority; Academic community; Political science; Public relations; Library science; Sociology; Social science; Law","score_opus":0.1305728407062895,"score_gpt":0.29219101820072757,"score_spread":0.16161817749443808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321446909","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":[0.00013184144,0.000066088745,0.00014702168,0.0010705144,0.0056059775,0.0007405178,0.00013021036,0.00086082495,0.991247],"genre_scores_gemma":[0.004605161,0.00004695638,0.0006306299,0.00040386195,0.00241971,0.000038617276,0.00031825373,0.00012492143,0.99141186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973375,0.00008451236,0.0004121483,0.00039214478,0.0010433468,0.0007303193],"domain_scores_gemma":[0.99757355,0.001014569,0.00031815062,0.00038957698,0.00045452744,0.00024964585],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028333683,0.00038541653,0.0005218392,0.00049889093,0.0024107005,0.0036449449,0.001308965,0.000739292,0.00023060293],"category_scores_gemma":[0.00048411978,0.00045516074,0.00040023733,0.000054542157,0.00039910877,0.0010488969,0.0005175014,0.00080253766,0.00013800438],"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":[0.000023601391,0.000003884996,0.00012118605,0.00012092705,0.00017224574,0.000014709647,0.049379393,5.875904e-7,0.0000013857756,0.71725446,0.21525468,0.017652957],"study_design_scores_gemma":[0.00031041462,0.0000202473,0.000029664116,0.00036257965,0.00008747961,9.682543e-7,0.011677327,0.0000030149492,0.0000028086095,0.055078443,0.93187445,0.0005525852],"about_ca_topic_score_codex":0.0029915215,"about_ca_topic_score_gemma":0.023599617,"teacher_disagreement_score":0.7166198,"about_ca_system_score_codex":0.00057557586,"about_ca_system_score_gemma":0.0008057337,"threshold_uncertainty_score":0.99979},"labels":[],"label_agreement":null},{"id":"W4321454144","doi":"10.4337/9781800884069.00021","title":"Review and enforcement of arbitral awards in international investment law and general public international law","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Tribunal; Law; Jurisdiction; Political science; Enforcement; Jurisprudence; Arbitration; Settlement (finance); International law; Conflict of laws; Business","score_opus":0.03378066204563157,"score_gpt":0.2438387796764965,"score_spread":0.21005811763086493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454144","genre_codex":"other","genre_gemma":"commentary","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":[0.000035703863,0.0005343097,0.000009045377,0.0055632023,0.0014179426,0.00050599605,0.00006523395,0.000110732,0.9917578],"genre_scores_gemma":[0.031211143,0.0021296581,0.00069796306,0.6291042,0.0046014492,0.00022109812,0.003416718,0.00027569354,0.32834208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974017,0.000013979941,0.0009051288,0.0005618032,0.0008199333,0.00029744304],"domain_scores_gemma":[0.9985684,0.00004366943,0.0006247594,0.00024948054,0.0004597423,0.000053913],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00086844526,0.0004152699,0.0005026106,0.0005990072,0.00010755042,0.0016188953,0.0006170596,0.0002318808,0.00080586475],"category_scores_gemma":[0.00013384016,0.00041341892,0.00014414509,0.00005178992,0.00030295033,0.002474866,0.00072912424,0.0005197102,0.00004362601],"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":[0.000012536764,0.000021768723,0.000032329528,0.00045112742,0.00020008416,0.000011254118,0.00003684853,0.0000023263399,0.000009095591,0.98316365,0.015712373,0.00034662936],"study_design_scores_gemma":[0.0005585336,0.000013198524,0.000029425193,0.0009580304,0.00007070712,0.0000061891665,0.0000116810115,0.00045377034,0.000011018011,0.16253597,0.8350222,0.00032927273],"about_ca_topic_score_codex":0.001671663,"about_ca_topic_score_gemma":0.0017227308,"teacher_disagreement_score":0.8206276,"about_ca_system_score_codex":0.00016544077,"about_ca_system_score_gemma":0.00007761685,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W4321454644","doi":"10.4337/9781800885325.00027","title":"Indigenous peoples and federalism: in or out?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Federalism; Indigenous; Autonomy; Unitary state; Politics; Political science; Dual federalism; Flexibility (engineering); Indigenous rights; Decentralization; Self-determination; State (computer science); Political economy; Public administration; Law; Sociology; Economics; Ecology","score_opus":0.04086923455011318,"score_gpt":0.2931832609023538,"score_spread":0.25231402635224065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454644","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":[0.0050815525,0.0003371799,0.0000033390158,0.00069468434,0.0036079353,0.0011437485,0.000047578145,0.00037817797,0.9887058],"genre_scores_gemma":[0.001590075,0.004968596,0.00013692636,0.00023516262,0.0026272635,0.000012504572,0.00009263697,0.00013199759,0.9902048],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664235,0.00018418235,0.0006247468,0.0006965497,0.0008485687,0.001003628],"domain_scores_gemma":[0.99801755,0.0005986431,0.0003602211,0.0003828251,0.00025095048,0.0003898301],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023432467,0.000408348,0.0005868688,0.00066216214,0.0050092875,0.00236686,0.00066858594,0.0011411009,0.00017114099],"category_scores_gemma":[0.00010279041,0.00034865105,0.00011197448,0.000072782954,0.0003642791,0.0007027116,0.000017968598,0.0010645448,0.0001762941],"study_design_candidate":"not_applicable","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":[0.00001589234,0.000013586616,0.000054987846,0.00012666715,0.00003089244,0.000051110484,0.61673665,1.6432679e-7,7.533896e-8,0.37672403,0.0037874791,0.002458493],"study_design_scores_gemma":[0.00020470643,0.000046977988,0.00012999613,0.00031798758,0.000023677994,0.0000057745337,0.0052882233,3.126174e-7,0.0000014956439,0.033281647,0.96022034,0.00047887073],"about_ca_topic_score_codex":0.18603827,"about_ca_topic_score_gemma":0.9842435,"teacher_disagreement_score":0.9564329,"about_ca_system_score_codex":0.00057277794,"about_ca_system_score_gemma":0.027389325,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W4321454774","doi":"10.4337/9781800885325.00030","title":"Nigeria: a model of federalist ethnic conflict management or federalist illusion?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"American Constitutional Law and Politics","field":"Social Sciences","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":"Australian Government; Queen's University; McGill University","keywords":"Federalist; Federalism; Ethnic group; Political science; Ethnic conflict; Decentralization; Public administration; Political economy; Development economics; Law; Sociology; Politics; Economics","score_opus":0.10604780322366274,"score_gpt":0.323735273125296,"score_spread":0.21768746990163323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454774","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":[0.000028863262,0.00009776593,0.0004657851,0.002142829,0.0013676557,0.00064830243,0.0005043472,0.00040295362,0.9943415],"genre_scores_gemma":[0.0085477345,0.0002735435,0.0009686851,0.0019733077,0.00096839725,0.000041142353,0.00017219395,0.000113120586,0.9869419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961398,0.0001173497,0.00079485844,0.0006577759,0.0015358072,0.0007543635],"domain_scores_gemma":[0.99757606,0.0003696953,0.00060189626,0.0005757252,0.0004793716,0.00039722834],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001267514,0.00048762705,0.0007646635,0.00031646,0.001260948,0.0011513175,0.0010778859,0.00069013704,0.00056376564],"category_scores_gemma":[0.00033438025,0.0004627947,0.0003858783,0.000083615814,0.0017812491,0.00044745166,0.0005315432,0.0007924449,0.00009739907],"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":[0.000037610014,0.000012090684,0.0000025121662,0.00010459543,0.00020329982,0.000059094855,0.0017263246,0.000052543284,0.0000026666896,0.93644035,0.059444238,0.0019146497],"study_design_scores_gemma":[0.00029272627,0.000036721434,0.0000049677788,0.00036559522,0.000105750805,0.0000033653664,0.001093781,0.00004216933,0.0000025688025,0.027053617,0.9704125,0.00058625994],"about_ca_topic_score_codex":0.004433411,"about_ca_topic_score_gemma":0.00890104,"teacher_disagreement_score":0.91096824,"about_ca_system_score_codex":0.00036263233,"about_ca_system_score_gemma":0.0029712224,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W4321454802","doi":"10.4337/9781800885325.00016","title":"Fiscal federalism: federalisms nerve tissue?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"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":"University of Toronto; Queen's University; McGill University","keywords":"Fiscal federalism; Federalism; Decentralization; Normative; Government (linguistics); Cooperative federalism; Economics; Political science; Public economics; Law; Politics; Market economy","score_opus":0.0409903553741489,"score_gpt":0.27961541982620214,"score_spread":0.23862506445205323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454802","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":[0.000055335327,0.00011840826,0.00031058173,0.006373481,0.0037833238,0.00060911657,0.000098095465,0.0009137911,0.9877379],"genre_scores_gemma":[0.0037307516,0.00016643188,0.00015421661,0.001551003,0.0031957238,0.000031339303,0.00030933355,0.0001843446,0.9906769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953125,0.00012084816,0.0006385893,0.000824184,0.002173371,0.00093049597],"domain_scores_gemma":[0.9981816,0.00020502908,0.0004688739,0.0005138034,0.00024061672,0.00039011444],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011921818,0.0005158599,0.0005913734,0.00019570661,0.0013338984,0.005282708,0.00096962403,0.0012634966,0.0007859978],"category_scores_gemma":[0.0005546131,0.00054297363,0.00029216465,0.00008346366,0.00034308658,0.0012559616,0.00031046898,0.00090390485,0.00087956287],"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":[0.000011549518,0.000007189534,0.000024086445,0.000024587187,0.00004540385,0.00007951466,0.0025553806,0.000003538159,0.000004322117,0.6249766,0.35978758,0.012480255],"study_design_scores_gemma":[0.00026066092,0.000037403177,0.000044307566,0.00021111187,0.000048250935,0.0000023052798,0.00025634698,0.000007775988,0.000037790975,0.08954798,0.9089449,0.0006011489],"about_ca_topic_score_codex":0.003408836,"about_ca_topic_score_gemma":0.0060439943,"teacher_disagreement_score":0.5491573,"about_ca_system_score_codex":0.00059789844,"about_ca_system_score_gemma":0.0004860607,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W4321454832","doi":"10.4337/9781800885325.00029","title":"Indian federalism: centralism amidst diversity","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"South Asian Studies and Conflicts","field":"Social Sciences","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":"University of Oxford; Queen's University; McGill University","keywords":"Federalism; Diversity (politics); Constitution; Centralized government; Democracy; Dual federalism; Political science; Population; Cooperative federalism; Public administration; Geography; Sociology; Law; Politics","score_opus":0.057759704818166946,"score_gpt":0.2631690742758102,"score_spread":0.20540936945764326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454832","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":[0.00021145833,0.0001164866,0.0000040620753,0.0044035967,0.004396676,0.0005075636,0.00017318982,0.0011389556,0.989048],"genre_scores_gemma":[0.015610463,0.00013364221,0.00003890795,0.0014597003,0.0034157427,0.000013981561,0.00009282725,0.00012407877,0.97911066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604636,0.00009575726,0.00042039604,0.0007926272,0.0015478213,0.0010970127],"domain_scores_gemma":[0.998002,0.00018844298,0.0003772046,0.0005308555,0.00031980162,0.00058171415],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011071039,0.0005037866,0.00062046846,0.0003131451,0.0039061727,0.002837286,0.0014119401,0.0010328634,0.0004989372],"category_scores_gemma":[0.0004460944,0.0005539177,0.00042798056,0.000077926496,0.00055755227,0.0005818182,0.0015820485,0.0012152464,0.00073325855],"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":[0.000013644732,0.0000064117903,0.00021399438,0.000039813265,0.00028428916,0.0002660972,0.1024023,2.5803462e-7,2.3220255e-7,0.6033346,0.27810082,0.015337553],"study_design_scores_gemma":[0.00026355052,0.000018300136,0.0002581943,0.00016124234,0.00006802959,0.0000016137116,0.007589713,3.1145325e-7,8.819615e-7,0.02716517,0.96385133,0.0006216459],"about_ca_topic_score_codex":0.008361817,"about_ca_topic_score_gemma":0.015322065,"teacher_disagreement_score":0.68575054,"about_ca_system_score_codex":0.000503813,"about_ca_system_score_gemma":0.00044804474,"threshold_uncertainty_score":0.99969125},"labels":[],"label_agreement":null},{"id":"W4321454858","doi":"10.4337/9781800885325.00020","title":"Federalism and democracy","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","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":"Federalism; Democracy; Unitary state; Norwegian; Politics; Public administration; Corporate governance; State (computer science); Political science; Work (physics); Government (linguistics); Citizen journalism; Political economy; Economics; Law","score_opus":0.0387003183073736,"score_gpt":0.27405005068649063,"score_spread":0.23534973237911702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321454858","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":[0.00008621631,0.00019569462,0.000015207871,0.0071242624,0.001790992,0.0002906676,0.00007875408,0.00042404537,0.98999417],"genre_scores_gemma":[0.004841434,0.00009184833,0.00006866174,0.0010663004,0.0029078696,0.000011622426,0.000014291829,0.00009253799,0.9909054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997393,0.000074213654,0.00038308275,0.00053154805,0.000932651,0.0006854734],"domain_scores_gemma":[0.9984319,0.00037185854,0.0002639864,0.0003138989,0.00015505028,0.00046328755],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001227463,0.00030161563,0.00044229283,0.000108815875,0.0009372908,0.002914343,0.00052327494,0.00074801943,0.0001219764],"category_scores_gemma":[0.0010239647,0.0003004213,0.00015510278,0.000024918669,0.00040233476,0.00061503414,0.00025772335,0.0007669223,0.00025917395],"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":[0.000002035409,0.0000014549843,0.000021090895,0.00002939213,0.000031671414,0.000032268243,0.0011243664,3.2891915e-8,7.972064e-7,0.8847964,0.10516991,0.008790584],"study_design_scores_gemma":[0.0000918741,0.000008959771,0.00013009111,0.00020389797,0.000016484195,0.0000024715914,0.00003643527,0.0000011401038,8.998176e-7,0.26547143,0.7337684,0.0002679329],"about_ca_topic_score_codex":0.02474062,"about_ca_topic_score_gemma":0.008005284,"teacher_disagreement_score":0.62859845,"about_ca_system_score_codex":0.00021025626,"about_ca_system_score_gemma":0.0003992128,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W4321455702","doi":"10.4337/9781800374812.00044","title":"Feminist governance in North America: manifestations, manipulations and mirages","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","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":"Transformative learning; Bureaucracy; Corporate governance; Feminism; Citizen journalism; Gender studies; Political science; Gender equality; Sociology; Politics; Law; Economics; Management","score_opus":0.05298196429286923,"score_gpt":0.2912873222991044,"score_spread":0.2383053580062352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321455702","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":[0.0008387988,0.00010674932,0.000017911496,0.0019251808,0.00070429203,0.0003514614,0.00014849688,0.0001479719,0.9957591],"genre_scores_gemma":[0.15258293,0.00031494818,0.00028096326,0.00030449886,0.00058918167,0.00003135835,0.00020068114,0.000069207366,0.84562624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998187,0.000061528735,0.0003626372,0.0004249504,0.0005902532,0.00037361562],"domain_scores_gemma":[0.99898076,0.00023933078,0.0002816255,0.00024092688,0.00009955322,0.00015778653],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00037581156,0.00020573677,0.0002339191,0.00019187712,0.0004725972,0.0011388104,0.00030431544,0.00026325166,0.0000628162],"category_scores_gemma":[0.00032657725,0.00023145044,0.00007284277,0.00006910049,0.00028899137,0.0003078671,0.00013072758,0.00047961838,0.000060516446],"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":[0.0000025380932,0.00000744199,0.0025935723,0.000040434807,0.000032643857,0.000073216775,0.014999789,0.000021240483,4.5962003e-7,0.9593694,0.0132964095,0.009562813],"study_design_scores_gemma":[0.00019967796,0.000016402719,0.026946748,0.000114675364,0.00003705258,0.0000043320993,0.003304157,0.00003695477,5.888916e-7,0.07977727,0.8891255,0.00043663091],"about_ca_topic_score_codex":0.006352885,"about_ca_topic_score_gemma":0.050694644,"teacher_disagreement_score":0.8795922,"about_ca_system_score_codex":0.00018322328,"about_ca_system_score_gemma":0.00031393988,"threshold_uncertainty_score":0.9998981},"labels":[],"label_agreement":null},{"id":"W4321456364","doi":"10.4337/9781035307173","title":"Assessing the Contributions of Higher Education","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":36,"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":"Economic and Social Research Council; Peking University; Lunds Universitet; University of Oxford; University College London; McGill University; University of Arizona; Johns Hopkins University; Tsinghua University; American Educational Research Association","keywords":"Mathematics education; Psychology","score_opus":0.05433440762211042,"score_gpt":0.40847127598695554,"score_spread":0.35413686836484515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321456364","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":[0.00014118249,0.00038538224,0.0000209427,0.024962286,0.009629277,0.00044361476,0.000024571971,0.0003728891,0.96401983],"genre_scores_gemma":[0.01223768,0.000019879933,0.0001675111,0.00066441775,0.004885895,0.00008642621,0.00015745984,0.000077228055,0.9817035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649477,0.0009742982,0.00053202553,0.00040166045,0.0011509781,0.0004462651],"domain_scores_gemma":[0.9942374,0.0026447193,0.0011801893,0.0005998061,0.0011646183,0.00017322272],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00435344,0.00023495639,0.00033656656,0.00023498868,0.0013136409,0.004505123,0.0012008363,0.00062604254,0.00063618826],"category_scores_gemma":[0.004930895,0.00020549072,0.00018572343,0.00026364537,0.0005936193,0.0020961047,0.00014978093,0.0014508383,0.00027177494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014320996,0.000025676693,0.000077039826,0.000033285305,0.00007405371,6.4835706e-7,0.008712522,0.000002489716,0.0000072511984,0.25249508,0.72961354,0.0089569595],"study_design_scores_gemma":[0.0000652059,0.0000074324494,0.0010267553,0.0002472258,0.00011067276,6.096416e-7,0.0019859094,5.3892524e-7,0.000009580407,0.020050324,0.97628725,0.00020847665],"about_ca_topic_score_codex":0.0019111156,"about_ca_topic_score_gemma":0.00024975766,"teacher_disagreement_score":0.2466737,"about_ca_system_score_codex":0.00078668323,"about_ca_system_score_gemma":0.013461972,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W4321504368","doi":"10.4337/9781800376939.00021","title":"Social media, visuals, and politics: a look at politicians' digital visual habitus on Instagram","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":14,"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; Political communication; Media studies; Social media; Political science; Identity (music); Viewpoints; Habitus; Public relations; Sociology; Visual arts; Art; Aesthetics; Law","score_opus":0.03517407897470873,"score_gpt":0.2896942841517049,"score_spread":0.25452020517699614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321504368","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":[0.0061237323,0.00007890794,0.0000014350098,0.0028222036,0.0019476672,0.00047668855,0.00045141985,0.0008413666,0.9872566],"genre_scores_gemma":[0.073208004,0.00006218032,0.000010603939,0.001475442,0.010124971,0.00003240358,0.0004700741,0.00021751384,0.9143988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550647,0.00009885403,0.000591111,0.0008475459,0.0016987814,0.001257241],"domain_scores_gemma":[0.9976721,0.00073943613,0.00036961946,0.00022140995,0.00035373884,0.0006437097],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00060132437,0.0006489039,0.0007555822,0.0002860032,0.0023543641,0.0040582544,0.00065551884,0.0014928813,0.0002073719],"category_scores_gemma":[0.0013835764,0.00064805814,0.00040080133,0.00006914074,0.001485353,0.0007006983,0.0005316579,0.0011709303,0.0006040983],"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":[0.000015713247,0.000021348342,0.000048155325,0.000044759294,0.00012363087,0.000051904113,0.025769474,7.701801e-8,9.205213e-7,0.9279211,0.023907032,0.022095863],"study_design_scores_gemma":[0.0004053555,0.0000902459,0.00024996392,0.00022716458,0.000092239876,0.0000031146649,0.0036854148,0.00000472905,0.0000017759944,0.1903638,0.8039383,0.0009378671],"about_ca_topic_score_codex":0.0009863501,"about_ca_topic_score_gemma":0.004035494,"teacher_disagreement_score":0.7800313,"about_ca_system_score_codex":0.0010531608,"about_ca_system_score_gemma":0.00063594023,"threshold_uncertainty_score":0.99980336},"labels":[],"label_agreement":null},{"id":"W4321504416","doi":"10.4337/9781800376939.00020","title":"Me, myself and I: selfies as vehicles of personalised politics in the social media era","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immediacy; Politics; Social media; Key (lock); Media studies; Portrait; Personalization; Political science; Public relations; Sociology; Art; Visual arts; Epistemology; Computer science; World Wide Web; Law","score_opus":0.05387337976541711,"score_gpt":0.2908646202097842,"score_spread":0.2369912404443671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321504416","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":[0.018289179,0.0002941562,7.858123e-7,0.0038307635,0.001412525,0.00037646535,0.00009951197,0.00014613148,0.9755505],"genre_scores_gemma":[0.41719937,0.00045409222,0.00012703818,0.0016734799,0.0060468134,0.00004718219,0.00012182781,0.0001563794,0.5741738],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99683887,0.00022807269,0.00046954947,0.0004159775,0.0014495748,0.00059796945],"domain_scores_gemma":[0.99750876,0.0015305604,0.00030166376,0.00024245428,0.00022810437,0.00018847961],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026343672,0.00031549027,0.0005205638,0.00031196018,0.0005667837,0.00079787296,0.0008447108,0.0007865102,0.00006615132],"category_scores_gemma":[0.0016448178,0.00027230819,0.00019613227,0.000073536794,0.0007773505,0.00030887965,0.00016604314,0.0010499017,0.000020598824],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062091485,0.000007202661,0.000032556105,0.000049143182,0.00004461288,0.000020530162,0.5501082,3.4532555e-8,0.000005814641,0.42418936,0.022767577,0.002768786],"study_design_scores_gemma":[0.00062423287,0.00004173946,0.0009099888,0.00021715999,0.00014956306,0.000005762992,0.32828718,0.0000012806585,0.00002527585,0.22039959,0.4487521,0.0005861084],"about_ca_topic_score_codex":0.001190279,"about_ca_topic_score_gemma":0.0045342073,"teacher_disagreement_score":0.42598453,"about_ca_system_score_codex":0.00013384507,"about_ca_system_score_gemma":0.0010962979,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W4353032768","doi":"10.4337/9781800378056.00037","title":"Multi-level analyses of homecare labor","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Oppression; State (computer science); Politics; Value (mathematics); Business; Political science; Sociology; Public relations; Computer science","score_opus":0.190124954552333,"score_gpt":0.36800350113593433,"score_spread":0.17787854658360133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353032768","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":[0.00036172004,0.00045655644,0.000054145836,0.0018404162,0.0024904832,0.0003431149,0.0007500595,0.00032145157,0.99338204],"genre_scores_gemma":[0.010367411,0.00016624924,0.0009133946,0.00026663186,0.0013832903,0.000013862119,0.000043994405,0.000077956785,0.98676723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641,0.00008823841,0.0005349206,0.0006047139,0.0017548088,0.0006073056],"domain_scores_gemma":[0.9975536,0.00033054757,0.00078183477,0.000430541,0.0006283762,0.0002751056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014531609,0.00033015053,0.0006248738,0.00024402747,0.0005651797,0.0009551216,0.001475815,0.0007385767,0.000292023],"category_scores_gemma":[0.0016215483,0.0003208769,0.00039648297,0.00020109845,0.000746623,0.0006804659,0.0002748828,0.00063263916,0.000104204104],"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":[0.000019459849,0.00003098459,0.0006109639,0.00012527521,0.0003469805,0.000058710426,0.032190263,0.000009222788,0.00011469395,0.6262568,0.25242123,0.08781541],"study_design_scores_gemma":[0.00029576078,0.000037604146,0.0028810564,0.00038325074,0.00010307693,4.1335494e-7,0.0039010253,0.000010058923,0.000054360735,0.021857027,0.9698071,0.0006693046],"about_ca_topic_score_codex":0.03806083,"about_ca_topic_score_gemma":0.067603566,"teacher_disagreement_score":0.7173858,"about_ca_system_score_codex":0.00022970235,"about_ca_system_score_gemma":0.001256918,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W4353044183","doi":"10.4337/9781800375673.00044","title":"PRC 1: Preparation and Planning","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Law and Human Rights","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":"Human rights; Investment (military); State (computer science); Political science; Law and economics; Public administration; International investment; Business; Law; Economics; Foreign direct investment; Politics","score_opus":0.04305041091188795,"score_gpt":0.23109627182491166,"score_spread":0.18804586091302372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353044183","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":[0.0020852778,0.00008124151,0.000035248304,0.00026289508,0.0016874202,0.0003996968,0.000008466812,0.00088109064,0.9945587],"genre_scores_gemma":[0.01885055,0.0000041155854,0.00006463003,0.0008970474,0.008152434,0.000023626999,0.0003613294,0.00019501359,0.9714513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809796,0.0000050152134,0.0004221075,0.0006359445,0.00049118506,0.00034779645],"domain_scores_gemma":[0.9987374,0.00006193753,0.0005075268,0.00039666443,0.00026361406,0.00003286772],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00049487443,0.0004303054,0.00040690042,0.0005437368,0.000411801,0.0058666,0.0003738877,0.00042194515,0.0001832035],"category_scores_gemma":[0.000059344868,0.000409044,0.00011640828,0.000034858647,0.00009187642,0.0023078474,0.00045399158,0.000609229,0.0005535959],"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":[0.000027066302,0.0000034011373,0.000046005876,0.00021430204,0.000060401533,0.000069043665,0.00018454273,0.000004576074,0.0000051951415,0.8615658,0.13379264,0.004026999],"study_design_scores_gemma":[0.00018050727,0.000007598496,0.000107214466,0.00029308535,0.00007135885,0.00000255288,0.000013898392,0.0001212999,0.0000020041828,0.36995476,0.62886345,0.000382251],"about_ca_topic_score_codex":0.000100980695,"about_ca_topic_score_gemma":0.00036432757,"teacher_disagreement_score":0.49507082,"about_ca_system_score_codex":0.000045274744,"about_ca_system_score_gemma":0.000062144114,"threshold_uncertainty_score":0.99983615},"labels":[],"label_agreement":null},{"id":"W4361299184","doi":"10.4337/9781800376175","title":"How to Design, Implement, and Analyse a Survey","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":23,"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":"Maastricht Economic and Social Research Institute on Innovation and Technology, United Nations University; University of Ottawa","keywords":"License; Download; Survey research; Computer science; Process (computing); Business; Marketing; Engineering management; Public relations; Process management; World Wide Web; Engineering; Political science; Business administration","score_opus":0.35353674743832203,"score_gpt":0.4241705249752267,"score_spread":0.0706337775369047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361299184","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":[0.0028043087,0.00071994535,0.021995269,0.014036218,0.009084959,0.004036415,0.0012347241,0.002024132,0.944064],"genre_scores_gemma":[0.0007776232,0.000040796705,0.003896244,0.0008721809,0.0012586529,0.00008269437,0.00019156351,0.000113588416,0.9927667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97023416,0.026232127,0.00046954147,0.0010394325,0.0009536984,0.0010710502],"domain_scores_gemma":[0.9680403,0.029977497,0.0003132687,0.0005886292,0.00046293813,0.00061738957],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.11360054,0.0004301723,0.00074940943,0.00082420924,0.0009144299,0.0036336386,0.001068217,0.0010013494,0.00007695654],"category_scores_gemma":[0.09201296,0.0004455006,0.0001712915,0.00034259373,0.00031706868,0.0006198514,0.0004975037,0.0009893354,0.00008169921],"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":[0.0007679634,0.000008124794,0.0011073402,0.000023062294,0.00027831894,0.00006909598,0.009236176,7.319298e-7,0.000017120748,0.0024562483,0.96951383,0.016522009],"study_design_scores_gemma":[0.00028137024,0.000099258206,0.013783945,0.000079276775,0.000088109016,0.0000025762406,0.00077064405,0.0000016001765,0.000028951943,0.0074710525,0.9767328,0.0006604218],"about_ca_topic_score_codex":0.004738394,"about_ca_topic_score_gemma":0.060958255,"teacher_disagreement_score":0.05621986,"about_ca_system_score_codex":0.00035730755,"about_ca_system_score_gemma":0.0026748201,"threshold_uncertainty_score":0.99979967},"labels":[],"label_agreement":null},{"id":"W4361830578","doi":"10.4337/9781789902990.law.enforcement.intelligence","title":"Law Enforcement Intelligence and Intelligence-led Policing","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":1,"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":"Bureau of Justice Assistance; York University; Community Oriented Policing Services; U.S. Department of Justice","keywords":"Encyclopedia; Law enforcement; Criminal justice; Criminology; Economic Justice; Political science; Enforcement; Criminal law; Law; Sociology; Law and economics; Computer security; Computer science","score_opus":0.06217482331954822,"score_gpt":0.3068685408581051,"score_spread":0.2446937175385569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361830578","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":[0.000036786292,0.00024724173,0.0013539492,0.00080983725,0.00319112,0.0010309723,0.00005484029,0.00088886207,0.9923864],"genre_scores_gemma":[0.15473387,0.0008678901,0.0005294816,0.0013298641,0.0031629202,0.00006655388,0.00007924766,0.0002956537,0.83893454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937267,0.00020199148,0.00128412,0.0013350293,0.001953773,0.0014984291],"domain_scores_gemma":[0.9963167,0.0007875516,0.0006474369,0.0008750458,0.0006638723,0.0007094008],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034871767,0.0008948301,0.0009225736,0.0007118221,0.0015237749,0.0043738345,0.0020003659,0.0014286889,0.00096629927],"category_scores_gemma":[0.0008590233,0.00096992345,0.0003661931,0.00017684129,0.0017703761,0.0012042008,0.0008876462,0.002169008,0.0007459658],"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":[0.000015404148,0.0000099410945,0.0000059250347,0.00008353233,0.000123849,0.000057242763,0.018168544,0.00001984621,0.0000033143633,0.9343156,0.0027909884,0.044405814],"study_design_scores_gemma":[0.00004590605,0.000096669195,0.0000017563468,0.00052063435,0.00007447723,0.000008021973,0.0031217525,0.0000733451,0.00028710105,0.45285535,0.54203606,0.0008789222],"about_ca_topic_score_codex":0.036281705,"about_ca_topic_score_gemma":0.04260918,"teacher_disagreement_score":0.53924507,"about_ca_system_score_codex":0.00065896986,"about_ca_system_score_gemma":0.00092924933,"threshold_uncertainty_score":0.99994695},"labels":[],"label_agreement":null},{"id":"W4362659832","doi":"10.4337/9781800883451.00076","title":"A comparison of income poverty measurement in Canada and the United States","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Unit (ring theory); Basic needs; Economics; Measuring poverty; Demographic economics; Development economics; Public economics; Economic growth; Political science; Geography; Psychology","score_opus":0.07200304472393151,"score_gpt":0.29180134467368424,"score_spread":0.21979829994975272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362659832","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":[0.005282862,0.00029244626,0.000014162911,0.0034129026,0.0015019621,0.0007914043,0.00014932266,0.00009912441,0.98845583],"genre_scores_gemma":[0.8001167,0.0002953175,0.00005371152,0.0031087676,0.0006849467,0.000045577544,0.00017193658,0.00013346724,0.19538954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958649,0.0004247971,0.00084745587,0.0003578833,0.0020340704,0.0004708499],"domain_scores_gemma":[0.9976424,0.00075236073,0.00055543834,0.0003782455,0.00051246834,0.00015909749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005645305,0.00029279117,0.0007753946,0.00027909238,0.00034945263,0.00048387182,0.0007510082,0.00029114744,0.000052939846],"category_scores_gemma":[0.0011130385,0.00022179978,0.000107418375,0.000113710266,0.00046638015,0.00025251275,0.00027535998,0.0009105182,0.0000035562105],"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":[0.0002204649,0.000026039503,0.017913299,0.00031618975,0.0002989621,0.00001923186,0.04670089,0.00005228918,0.0000014467495,0.8275846,0.09999653,0.0068700365],"study_design_scores_gemma":[0.0014633732,0.000039933104,0.0039679413,0.00065848435,0.000077789606,4.966975e-7,0.0065107886,0.00027963726,0.000011050723,0.07527965,0.9111024,0.0006084369],"about_ca_topic_score_codex":0.98820597,"about_ca_topic_score_gemma":0.9963496,"teacher_disagreement_score":0.8111059,"about_ca_system_score_codex":0.0014534607,"about_ca_system_score_gemma":0.0029730776,"threshold_uncertainty_score":0.90447325},"labels":[],"label_agreement":null},{"id":"W4362661894","doi":"10.4337/9781800883451.00040","title":"Measuring child poverty","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":34,"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":"Poverty; Child poverty; Economics; Welfare; Quarter (Canadian coin); Development economics; Population; Basic needs; Extreme poverty; Natural disaster; Demographic economics; Economic growth; Geography; Demography; Sociology","score_opus":0.07382444747562462,"score_gpt":0.27401961100760497,"score_spread":0.20019516353198036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362661894","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":[0.000020640999,0.00014975712,0.000036040463,0.0029376561,0.0060446905,0.0004779296,0.000115532894,0.0012129245,0.98900485],"genre_scores_gemma":[0.00516698,0.00011610792,0.00009166175,0.0029231976,0.006475018,0.000021539932,0.00009648512,0.00021991423,0.9848891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948183,0.00021460185,0.00076021324,0.00090238726,0.002253876,0.0010506357],"domain_scores_gemma":[0.9973699,0.00033359468,0.00050867564,0.0008585883,0.0004651528,0.00046407987],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004305835,0.00057656824,0.00074499304,0.0004068807,0.0016671733,0.0028404752,0.0016032107,0.0013015731,0.0006790569],"category_scores_gemma":[0.0019245277,0.0005845816,0.00054753444,0.00008091748,0.00036506378,0.00124708,0.00049931434,0.0019635628,0.00094965036],"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":[0.000014808887,0.000010682928,0.00005423016,0.00007319937,0.00013103876,0.00003432803,0.0051618344,8.984365e-7,0.0000016586906,0.77724147,0.20382851,0.013447325],"study_design_scores_gemma":[0.0002175486,0.000022612807,0.000106309395,0.00038128835,0.00005293366,0.000002320445,0.0002866924,0.0000031487891,0.00001091047,0.074762836,0.92345315,0.00070026895],"about_ca_topic_score_codex":0.004566396,"about_ca_topic_score_gemma":0.007826191,"teacher_disagreement_score":0.71962464,"about_ca_system_score_codex":0.00068764825,"about_ca_system_score_gemma":0.00078690803,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W4366145497","doi":"10.4337/9781800379381.00023","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Index (typography); Human rights; Sociology; Political science; Computer science; Engineering ethics; World Wide Web; Engineering; Law","score_opus":0.03138129627545177,"score_gpt":0.30798760096927386,"score_spread":0.2766063046938221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366145497","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":[0.00027765855,0.00019248329,0.000022244722,0.0026074518,0.009595277,0.00034493074,0.00017279849,0.0003326096,0.98645455],"genre_scores_gemma":[0.009922719,0.00018224107,0.000049109414,0.0015309404,0.008093681,0.000065627406,0.00027823332,0.00012959314,0.97974783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670994,0.00035681282,0.00036342104,0.00056096795,0.0010718245,0.0009370151],"domain_scores_gemma":[0.99855095,0.00026273986,0.0002464865,0.0004974835,0.000049151153,0.0003931857],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012966136,0.00034271937,0.00041196655,0.00026978934,0.0009186002,0.0027185185,0.0013205563,0.0010929952,0.004612655],"category_scores_gemma":[0.0004368755,0.00036247008,0.00023646302,0.00019219585,0.0004630576,0.00066695514,0.00038176385,0.0012425433,0.036648136],"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":[0.0000041557473,0.000009990188,0.00003582969,0.000030357225,0.000043640517,0.000008909858,0.004192821,0.000004562323,0.0000033984738,0.01323667,0.97419536,0.0082343165],"study_design_scores_gemma":[0.00013860267,0.000014253747,0.000111764464,0.000096748656,0.000016437747,6.951647e-7,0.0005598484,0.0000011526978,0.00001651073,0.0014088185,0.997225,0.0004102084],"about_ca_topic_score_codex":0.025949204,"about_ca_topic_score_gemma":0.006727326,"teacher_disagreement_score":0.03203548,"about_ca_system_score_codex":0.0004417834,"about_ca_system_score_gemma":0.0007219219,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W4366507050","doi":"10.4337/9781849808576.00004","title":"Contributors","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Queen's University; Ulster University; Queen's University Belfast","keywords":"Psychology","score_opus":0.022079135646076144,"score_gpt":0.22318813476937285,"score_spread":0.20110899912329672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366507050","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":[0.00006080321,0.000557168,0.000051100596,0.0004274752,0.0032546422,0.0014007005,0.00087201124,0.002437979,0.9909381],"genre_scores_gemma":[0.0028815102,0.000007941671,0.00060182303,0.0010170396,0.0035553272,0.00011931653,0.00088263955,0.0013633295,0.9895711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99336076,0.000110859335,0.0012957155,0.0015990989,0.0020922252,0.0015413424],"domain_scores_gemma":[0.9939806,0.0003960786,0.0012945384,0.0021728557,0.0012699591,0.0008859965],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017228483,0.0014987946,0.0015479102,0.0010564455,0.0003898332,0.007074184,0.0023180335,0.0022856952,0.008018266],"category_scores_gemma":[0.0012621303,0.0015059183,0.00080158666,0.00005085116,0.00045794479,0.002236208,0.00092637376,0.0036053115,0.060856722],"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":[0.00002302082,0.000009966112,0.000007850842,0.00004511974,0.0003415897,0.00007092947,0.0001766251,9.669973e-7,0.00007994675,0.33131817,0.6557951,0.012130722],"study_design_scores_gemma":[0.00082373404,0.00006575104,0.000026237849,0.00042630505,0.0002077859,0.000049841146,0.000014399284,0.00001631868,0.00013251652,0.058248084,0.93847024,0.0015187864],"about_ca_topic_score_codex":0.00036603236,"about_ca_topic_score_gemma":0.00014535963,"teacher_disagreement_score":0.28267515,"about_ca_system_score_codex":0.001087013,"about_ca_system_score_gemma":0.0007367219,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W4366590061","doi":"10.4337/9781800374386.00010","title":"The Core: The Sociological Literacy Framework","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":1,"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":"Franklin and Marshall College; Swarthmore College; Grinnell College; University of Pittsburgh; University of Notre Dame; University of Miami; York University; Vanderbilt University","keywords":"Sociology; Curriculum; Literacy; Pedagogy; Sociological theory; Sociology of Education; Frame (networking); Teamwork; Scientific literacy; Engineering ethics; Social science; Political science; Computer science; Engineering; Science education","score_opus":0.2067311251438447,"score_gpt":0.4143515965230239,"score_spread":0.2076204713791792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366590061","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":[0.00007453653,0.00036766124,0.0007370148,0.025100393,0.010648193,0.00069096213,0.000027266175,0.0010036337,0.9613503],"genre_scores_gemma":[0.0032817312,0.00034658323,0.0040629483,0.0033221203,0.009120656,0.00008976352,0.000017043041,0.00010542628,0.9796537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931695,0.0017681093,0.0007614257,0.0008341869,0.0022032184,0.0012635806],"domain_scores_gemma":[0.97172666,0.025569033,0.00087413343,0.0009651597,0.00069447875,0.00017053046],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.032501027,0.0005004578,0.0005569687,0.000119962504,0.009661988,0.0064205113,0.0055935984,0.0016929539,0.00021346576],"category_scores_gemma":[0.05097522,0.00027866944,0.0004501718,0.0002449516,0.008145191,0.00062931096,0.0012642293,0.0053296317,0.00027412098],"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":[0.000008245647,0.00000230353,0.000032578722,0.0000036745228,0.000057186953,0.0000086643295,0.029777328,4.1963364e-7,7.6767714e-7,0.7849255,0.09751148,0.08767182],"study_design_scores_gemma":[0.00002330426,0.000017927181,0.00007036534,0.000062478925,0.000014599516,5.768223e-7,0.0019051097,0.000001201459,4.1997157e-7,0.48914042,0.5085548,0.00020877611],"about_ca_topic_score_codex":0.0006663264,"about_ca_topic_score_gemma":0.0004749397,"teacher_disagreement_score":0.41104332,"about_ca_system_score_codex":0.0005448307,"about_ca_system_score_gemma":0.00096119096,"threshold_uncertainty_score":0.99996656},"labels":[],"label_agreement":null},{"id":"W4366816966","doi":"10.4337/9781035308415.00021","title":"The Canadian Mosaic lives on: supporting immigrants in transitioning to the local labour market","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Education Systems and Policy","field":"Social Sciences","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":"Immigration; Framing (construction); Multiculturalism; Mosaic; Sociology; Gender studies; Context (archaeology); Media studies; Political science; Pedagogy; Geography; Law","score_opus":0.0319661111710202,"score_gpt":0.29566889261519735,"score_spread":0.26370278144417714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366816966","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":[0.00047880053,0.00007011779,0.000006499604,0.044024684,0.0024378174,0.00070484343,0.00014345504,0.000108130276,0.95202565],"genre_scores_gemma":[0.1794168,0.000021085747,0.000012303681,0.0036150983,0.0024986935,0.00008595004,0.00002695401,0.00007587676,0.81424725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969687,0.00031960025,0.00056422746,0.00041828776,0.0008420221,0.0008871919],"domain_scores_gemma":[0.9977994,0.00081879826,0.00025108876,0.00045105384,0.00021145854,0.00046821605],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0060619684,0.00027284597,0.00028813974,0.0003936567,0.002709795,0.0036306393,0.0010854853,0.00038226688,0.00024768224],"category_scores_gemma":[0.000967789,0.0002010138,0.00015460522,0.00015632543,0.00025484143,0.00026369139,0.000056156456,0.001079544,0.00029287685],"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":[0.000009140098,0.0000028490974,0.00015555084,0.000020104819,0.000045714063,0.000028210035,0.12894638,0.000017210048,1.8815604e-7,0.5484891,0.2871592,0.035126314],"study_design_scores_gemma":[0.00006672693,0.0000143558955,0.0007606249,0.0003340059,0.000008361242,0.0000021038898,0.021114878,0.0000050176595,6.141007e-7,0.006097049,0.97135174,0.00024449665],"about_ca_topic_score_codex":0.68692493,"about_ca_topic_score_gemma":0.9840531,"teacher_disagreement_score":0.68419254,"about_ca_system_score_codex":0.0006981484,"about_ca_system_score_gemma":0.0030609283,"threshold_uncertainty_score":0.99858856},"labels":[],"label_agreement":null},{"id":"W4366817032","doi":"10.4337/9781035308415","title":"Understanding Careers Around the Globe","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education and Employability","field":"Social Sciences","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":"Fundação para a Ciência e a Tecnologia; Sistema Nacional de Investigadores; Universidad de Deusto; Lietuvos Mokslo Taryba; Society for Industrial and Organizational Psychology Foundation","keywords":"Globe; Geography; Geology; Psychology; Neuroscience","score_opus":0.14611329045172808,"score_gpt":0.3291232387088167,"score_spread":0.18300994825708863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366817032","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":[0.000048626556,0.00008085141,0.00017116255,0.013657205,0.007758306,0.00055854884,0.000038501566,0.00077612785,0.97691065],"genre_scores_gemma":[0.0077670566,0.000017439483,0.000049795697,0.0010325912,0.0056931344,0.000048685004,0.000080502534,0.00009734349,0.98521346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962373,0.00046850156,0.00042856068,0.000607397,0.0014823637,0.00077587867],"domain_scores_gemma":[0.9973285,0.0010457385,0.00027995673,0.0007638389,0.00024740346,0.00033452545],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0042528375,0.00032643753,0.00035601796,0.0002014876,0.001977355,0.0048223855,0.0016206357,0.00071606896,0.00028060764],"category_scores_gemma":[0.0016296415,0.00027396844,0.00028674077,0.00022049347,0.000917471,0.0005638668,0.00023022422,0.0013010167,0.0003989441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031570494,0.000005814755,0.00018455918,0.0000256533,0.000068473135,0.0000038582016,0.02327168,0.0000031715545,1.8246438e-7,0.21127756,0.764402,0.0007539042],"study_design_scores_gemma":[0.000079675614,0.000008642061,0.000059351878,0.0000820645,0.000050255865,6.115126e-7,0.0076643,0.0000012935698,3.5083042e-7,0.1465366,0.8452297,0.00028717914],"about_ca_topic_score_codex":0.00389722,"about_ca_topic_score_gemma":0.013183962,"teacher_disagreement_score":0.08082769,"about_ca_system_score_codex":0.003875333,"about_ca_system_score_gemma":0.0045702355,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W4366817208","doi":"10.4337/9781035308415.00035","title":"What attracts young people today? Insights from Mexico","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","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; Management; Human resources; Marketing; Political science; Economic growth; Economy; Public relations; Economics","score_opus":0.043956510502708115,"score_gpt":0.2052292195060062,"score_spread":0.1612727090032981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366817208","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":[0.0068040756,0.0017674993,0.00028457795,0.0009757351,0.017892798,0.00049237837,0.00046203667,0.0005540433,0.97076684],"genre_scores_gemma":[0.11330702,0.0007259533,0.00032644605,0.0016354978,0.0041679093,0.00008833081,0.0023275125,0.0005026723,0.8769187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959189,0.000012914055,0.001740485,0.0014677523,0.00019550022,0.0006643962],"domain_scores_gemma":[0.9965026,0.00020170906,0.0015267853,0.001262829,0.00028484123,0.00022125535],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007305969,0.0007591921,0.0013729859,0.0011277719,0.00038757522,0.005850034,0.0011309657,0.0012750495,0.0012573198],"category_scores_gemma":[0.00028913663,0.0009497704,0.00039397963,0.00016043289,0.00011461712,0.005430656,0.00040765762,0.0012646373,0.005285177],"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":[0.000025386558,0.00003517917,0.0046503893,0.00012714349,0.0005681705,0.000035119163,0.003314607,0.000021644793,0.000004515979,0.8788699,0.108510695,0.0038372325],"study_design_scores_gemma":[0.00044713498,0.000019446237,0.009991559,0.00028578247,0.000027821754,0.0000052647492,0.00010436743,0.00007368683,0.000017316808,0.34565607,0.64233774,0.0010338072],"about_ca_topic_score_codex":0.0020292539,"about_ca_topic_score_gemma":0.0047147865,"teacher_disagreement_score":0.53382707,"about_ca_system_score_codex":0.0003718412,"about_ca_system_score_gemma":0.0001772241,"threshold_uncertainty_score":0.99965566},"labels":[],"label_agreement":null},{"id":"W4367017281","doi":"10.4337/9781839106385.00020","title":"Surveillance, police, and quarantining COVID-19 in Canada and Australia","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarantine; Coronavirus disease 2019 (COVID-19); Pandemic; Social distance; Political science; Software deployment; Distancing; Criminology; Public relations; Computer security; Sociology; Engineering; Medicine; Computer science","score_opus":0.04727214519394748,"score_gpt":0.3039197197298902,"score_spread":0.2566475745359427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367017281","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":[0.013098092,0.00035433663,0.0000014821276,0.0063305125,0.0010952215,0.00046249945,0.0004630978,0.0001007326,0.97809404],"genre_scores_gemma":[0.63299704,0.000719391,0.00011345687,0.010034868,0.0014393226,0.000044385084,0.0002739766,0.00010718877,0.35427037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967346,0.00034253867,0.00049959274,0.0006278374,0.0009799078,0.0008154859],"domain_scores_gemma":[0.99783874,0.00055574806,0.00029600167,0.00025230076,0.000077589124,0.0009796363],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033541762,0.0003170036,0.0005391776,0.00027551717,0.00088965835,0.0011399605,0.0005231835,0.00040113626,0.0009793988],"category_scores_gemma":[0.00069629715,0.0003719937,0.00005241356,0.00009226521,0.00028356008,0.0005490281,0.0002905223,0.0013461775,0.0000027697486],"study_design_candidate":"not_applicable","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":[0.000025356368,0.0000060109155,0.029432282,0.00019539734,0.00004254827,0.000085811545,0.02380721,0.0000035330522,1.402072e-7,0.8274428,0.11171991,0.007238953],"study_design_scores_gemma":[0.0002984029,0.000019346719,0.0031010387,0.00004062192,0.000006429383,0.000009888485,0.0019711945,0.0000022009954,2.986835e-8,0.0055277124,0.9886388,0.00038432708],"about_ca_topic_score_codex":0.99886626,"about_ca_topic_score_gemma":0.9995888,"teacher_disagreement_score":0.8769189,"about_ca_system_score_codex":0.001913388,"about_ca_system_score_gemma":0.010961214,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W4367031318","doi":"10.4337/9781849806312.00024","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03432552330921383,"score_gpt":0.2143514465009106,"score_spread":0.18002592319169675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031318","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":[0.00022258906,0.0013713472,0.00022651652,0.00037187667,0.053009696,0.00027562192,0.0020963175,0.000101439364,0.9423246],"genre_scores_gemma":[0.00471193,0.000095419215,0.0002817185,0.0008357893,0.002500774,0.00006058025,0.00023423311,0.00010402588,0.99117553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966981,0.0000178649,0.0010366857,0.0013134674,0.000105615334,0.0008282942],"domain_scores_gemma":[0.99756795,0.000077786295,0.0009575842,0.0010534013,0.00009890916,0.00024439336],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014220014,0.0005103487,0.0011122804,0.00073813397,0.0003726929,0.0035859677,0.0014588111,0.001051277,0.06275314],"category_scores_gemma":[0.00039262773,0.0006019459,0.00040420608,0.0001326331,0.0002713371,0.0009336352,0.00068156346,0.0017712264,0.26779783],"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":[0.0000064059564,0.000019929774,0.00014910135,0.00004742568,0.00016258766,0.0000035041564,0.000523334,0.0000068984464,0.0000012776916,0.020941088,0.976771,0.0013674361],"study_design_scores_gemma":[0.00038954546,0.000014326258,0.0000908979,0.00003856858,0.000009988948,0.000003771506,0.000121460725,0.000058363985,0.000013438416,0.004010434,0.9945693,0.00067990413],"about_ca_topic_score_codex":0.0009386846,"about_ca_topic_score_gemma":0.000100638834,"teacher_disagreement_score":0.20504469,"about_ca_system_score_codex":0.00020802119,"about_ca_system_score_gemma":0.00013737757,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W4367031340","doi":"10.4337/9781781004418.00004","title":"Contributors","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Social Sciences and Humanities Research Council of Canada; Queen's University; Fondation pour la recherche juridique; University of Toronto; Yale University","keywords":"Computer science","score_opus":0.01991006822099823,"score_gpt":0.22543113537101145,"score_spread":0.20552106715001323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031340","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":[0.000028229266,0.00034275814,0.00038380624,0.00039250776,0.00349446,0.00088711537,0.00075763126,0.0024592578,0.9912542],"genre_scores_gemma":[0.0063129026,0.0000047534036,0.00042487035,0.0013336026,0.004947166,0.000054343593,0.0009234209,0.0013757295,0.9846232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99334514,0.00015290613,0.0012802524,0.0016359814,0.0021301801,0.0014555403],"domain_scores_gemma":[0.9940107,0.000523985,0.0013640097,0.002290319,0.0009958493,0.00081513217],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003019274,0.0014553866,0.0016727787,0.0010697391,0.00040774184,0.0049934834,0.0023335232,0.0022258947,0.0017583249],"category_scores_gemma":[0.0018279677,0.0015011423,0.00085292454,0.000047105,0.00045881615,0.00089755503,0.00084190205,0.003444753,0.018723508],"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":[0.000042692107,0.0000063021366,0.000011342407,0.000055449524,0.00029406088,0.00006259554,0.00014228107,0.0000018710112,0.00005276426,0.45588776,0.52979106,0.013651805],"study_design_scores_gemma":[0.0009753405,0.00008414791,0.000017874332,0.0004894742,0.0002507779,0.00005241936,0.000007102106,0.000021488193,0.00012565828,0.04432366,0.9521242,0.001527896],"about_ca_topic_score_codex":0.00014244622,"about_ca_topic_score_gemma":0.0002120897,"teacher_disagreement_score":0.4223331,"about_ca_system_score_codex":0.00095246715,"about_ca_system_score_gemma":0.0006378298,"threshold_uncertainty_score":0.9998196},"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":"W4367031639","doi":"10.4337/9781781954621.00038","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture, Water, and Health","field":"Environmental Science","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":"Index (typography); Computer science; World Wide Web","score_opus":0.021139750778546497,"score_gpt":0.24648228118880475,"score_spread":0.22534253041025826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031639","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":[0.0022568824,0.00024998919,0.00012447863,0.0006053577,0.005115588,0.0004720464,0.00009312203,0.00015533122,0.9909272],"genre_scores_gemma":[0.021405349,0.00005876888,0.00040530812,0.0024625727,0.0034585225,0.00007444676,0.00065753836,0.00011390545,0.9713636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961283,0.00016995135,0.00052949076,0.00090956467,0.0012880424,0.00097460684],"domain_scores_gemma":[0.9981353,0.00004583652,0.00037358637,0.0006986051,0.00006329114,0.0006833593],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010405116,0.0005565745,0.0005936151,0.00010536693,0.00031657337,0.0014730901,0.00139684,0.0010536104,0.0070104483],"category_scores_gemma":[0.00011225405,0.0004231383,0.00017217064,0.00015220574,0.00020441232,0.0009582696,0.0008896263,0.0016881828,0.03522528],"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":[0.000012658476,0.00002592334,0.00054336345,0.000041738724,0.000022156812,0.000009949837,0.0010869508,0.00006976114,0.000011122897,0.000076463926,0.9923656,0.005734282],"study_design_scores_gemma":[0.00031891942,0.000056911536,0.0011538195,0.00006753701,0.000019785246,0.000018245284,0.00012023607,0.000019198671,0.000042993157,0.0012071744,0.99639285,0.00058234093],"about_ca_topic_score_codex":0.004754151,"about_ca_topic_score_gemma":0.001091098,"teacher_disagreement_score":0.02821483,"about_ca_system_score_codex":0.0009265497,"about_ca_system_score_gemma":0.00025325894,"threshold_uncertainty_score":0.999822},"labels":[],"label_agreement":null},{"id":"W4367031710","doi":"10.4337/9781849808088.00050","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Index (typography); Computer science; World Wide Web","score_opus":0.01703421851825226,"score_gpt":0.2295190805635126,"score_spread":0.21248486204526035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031710","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":[0.0004187728,0.000044217304,0.00021910437,0.0021277615,0.016180553,0.00033222084,0.000024723051,0.00023144143,0.9804212],"genre_scores_gemma":[0.03087912,0.000004583541,0.00021618996,0.09837739,0.030492075,0.00010594009,0.0019550351,0.00018085085,0.8377888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975352,0.000014713849,0.00052561937,0.0005851537,0.0008571072,0.00048215908],"domain_scores_gemma":[0.9982574,0.00004236106,0.00059939653,0.00048177477,0.0005823093,0.000036777863],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005311677,0.00046304497,0.0003821418,0.00068069156,0.00031930002,0.009312285,0.001161179,0.00075280777,0.012585139],"category_scores_gemma":[0.0003016993,0.00043824382,0.00023740694,0.00015061397,0.0001171008,0.0037353865,0.00042972298,0.0018086341,0.025646241],"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":[0.000012207681,0.00002456677,0.000026657004,0.000090468275,0.000048644495,0.000004991694,0.000019284616,0.0000041701505,0.00008324623,0.16632298,0.8322566,0.001106172],"study_design_scores_gemma":[0.00036356816,0.000004699137,0.000072372284,0.00009722067,0.000029254408,0.0000029497824,0.000015923388,0.00041993966,0.00009196883,0.005147997,0.9932439,0.00051025976],"about_ca_topic_score_codex":0.0012976449,"about_ca_topic_score_gemma":0.00044263457,"teacher_disagreement_score":0.16117498,"about_ca_system_score_codex":0.000077588425,"about_ca_system_score_gemma":0.000182178,"threshold_uncertainty_score":0.99980694},"labels":[],"label_agreement":null},{"id":"W4367031759","doi":"10.4337/9781781955901.00004","title":"Contributors","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Social Sciences and Humanities Research Council of Canada; Victoria University; Victoria University of Wellington; Australian National University; McMaster University; George Washington University","keywords":"Computer science","score_opus":0.05000404512971751,"score_gpt":0.25783784358576234,"score_spread":0.20783379845604483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031759","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":[0.00002094809,0.0012619297,0.00004818668,0.0003616766,0.003759132,0.00096803054,0.001541866,0.0024430468,0.9895952],"genre_scores_gemma":[0.002370226,0.0000046165405,0.00039337378,0.000561059,0.00415768,0.000051681287,0.0012348571,0.0013106375,0.98991585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928516,0.00012940352,0.0012215663,0.0015345522,0.0028432645,0.0014195833],"domain_scores_gemma":[0.9931649,0.000289074,0.0012331846,0.0021206497,0.0020078064,0.0011844009],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0036745602,0.0014212052,0.0015876306,0.0010740141,0.00029366717,0.004630879,0.002297715,0.0022198837,0.001589927],"category_scores_gemma":[0.0022260868,0.0014601047,0.00066741166,0.000059062357,0.00045131106,0.001715637,0.0010076966,0.0034926136,0.017965216],"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":[0.000062281695,0.000010450661,0.000007926148,0.00003373979,0.00030858666,0.00014998412,0.00024513793,0.0000025479617,0.00002755118,0.29888782,0.6931877,0.0070762592],"study_design_scores_gemma":[0.0011378845,0.00008628823,0.0000065906747,0.00036084114,0.00024029495,0.00006810419,0.00001977925,0.000011146222,0.000050072693,0.092067435,0.904539,0.0014125503],"about_ca_topic_score_codex":0.00019169194,"about_ca_topic_score_gemma":0.00024257507,"teacher_disagreement_score":0.2113513,"about_ca_system_score_codex":0.0018168725,"about_ca_system_score_gemma":0.0016527997,"threshold_uncertainty_score":0.9998538},"labels":[],"label_agreement":null},{"id":"W4367031798","doi":"10.4337/9781849808538.00030","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02366651380719295,"score_gpt":0.21865711819665296,"score_spread":0.19499060438946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367031798","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":[0.00018732477,0.0002870185,0.0010077457,0.0010236867,0.012591849,0.0004221245,0.000010116891,0.00039004922,0.9840801],"genre_scores_gemma":[0.12512144,0.000010291435,0.00004740123,0.011869399,0.029739447,0.00006590923,0.0005806508,0.0002484613,0.832317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996649,0.000037114925,0.00067247846,0.0009425498,0.0008322533,0.0008665942],"domain_scores_gemma":[0.9976983,0.00011204345,0.0005774924,0.0009121694,0.00064899214,0.000051004903],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094988197,0.0007273512,0.0007897089,0.0008800319,0.00045578965,0.012858443,0.0017867374,0.0008839379,0.037814017],"category_scores_gemma":[0.0010008615,0.0005843241,0.00036551093,0.00028198314,0.00014003004,0.0034156288,0.0010288784,0.0017470685,0.060701504],"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":[0.000037463105,0.000020384965,0.000014946793,0.00033232194,0.00007065473,0.0000045162265,0.00005664381,0.0000032354712,0.000016866623,0.0010222051,0.97324836,0.025172388],"study_design_scores_gemma":[0.0003786315,0.000014009004,0.000024305124,0.0002704099,0.00005926679,0.0000029261655,0.000025568092,0.0031169285,0.000040221323,0.0016005178,0.9936202,0.00084697787],"about_ca_topic_score_codex":0.0026116858,"about_ca_topic_score_gemma":0.00026753108,"teacher_disagreement_score":0.1517631,"about_ca_system_score_codex":0.00011705196,"about_ca_system_score_gemma":0.00017261604,"threshold_uncertainty_score":0.9996608},"labels":[],"label_agreement":null},{"id":"W4367032066","doi":"10.4337/9781781955901.00038","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Mars Petcare; Aboriginal Affairs and Northern Development Canada; Centre for Engineering Research and Development; International Olympic Committee; Victoria University; Victoria University of Wellington; European Commission; Australian National Maritime Museum; Association for Molecular Pathology; University of Oxford; Harvard University; Australian Football League; Myriad Genetics; Dartmouth College; University of Cambridge; Yale University","keywords":"Computer science","score_opus":0.056562581642317165,"score_gpt":0.26128756923556773,"score_spread":0.20472498759325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032066","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":[0.000011288429,0.002128166,0.000039544833,0.00026772867,0.0030537993,0.00084131124,0.0009281625,0.002860391,0.9898696],"genre_scores_gemma":[0.00066395063,0.0001468823,0.0012490822,0.0007027067,0.0041399696,0.000068694564,0.0009431566,0.0017487298,0.99033684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227,0.00011836899,0.0011891673,0.0017403743,0.003299562,0.0013825108],"domain_scores_gemma":[0.9930908,0.00020663928,0.0011557004,0.0025483398,0.001774073,0.0012244238],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003289144,0.0015243787,0.0014050277,0.048157413,0.00030333555,0.0067458376,0.0027607658,0.0021325285,0.001593248],"category_scores_gemma":[0.000487881,0.0015731163,0.001089493,0.0019147114,0.0005618781,0.002425645,0.0010879467,0.0035987888,0.013203884],"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":[0.000054920496,0.00001552883,0.000031687698,0.00005623092,0.00043451798,0.00012743879,0.00014014255,0.0000021926915,0.00003249029,0.12493928,0.86895704,0.0052085463],"study_design_scores_gemma":[0.0007097963,0.000092224094,0.000019795496,0.0003849017,0.00024301575,0.00006104991,0.000016137705,0.000005803901,0.000026726215,0.13329588,0.8636804,0.0014642538],"about_ca_topic_score_codex":0.00027308782,"about_ca_topic_score_gemma":0.00021343486,"teacher_disagreement_score":0.0462427,"about_ca_system_score_codex":0.00025654773,"about_ca_system_score_gemma":0.000627711,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4367032100","doi":"10.4337/9780857934802.00033","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.03104330069208392,"score_gpt":0.30266208702877023,"score_spread":0.2716187863366863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032100","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":[0.00008953068,0.002013161,0.00013027404,0.0036134587,0.016019236,0.00038163405,0.000084189654,0.00015784902,0.9775107],"genre_scores_gemma":[0.06451255,0.00010886159,0.0001219594,0.0006220236,0.015611659,0.000057546295,0.00013657249,0.000066444,0.9187624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969625,0.00029735855,0.0003611717,0.00041834675,0.0009923702,0.0009682574],"domain_scores_gemma":[0.9983756,0.00018538439,0.00028586117,0.00042858676,0.00034276175,0.0003818375],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013116904,0.00031938148,0.0004339072,0.00022981914,0.0019047112,0.0025678503,0.00076990365,0.00092622964,0.004200219],"category_scores_gemma":[0.00045406568,0.00028975034,0.00026739633,0.00019455615,0.0004833441,0.0010514234,0.0003293235,0.0011038708,0.0031851209],"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":[0.0000037684522,0.0000149620355,0.000053914828,0.000027733768,0.00008034948,0.0000026929135,0.01035738,0.0000030711285,8.1284895e-7,0.014250275,0.96503186,0.0101731615],"study_design_scores_gemma":[0.00013401035,0.000008746816,0.0001437663,0.00006738788,0.00004061575,0.0000014207907,0.0014584266,0.0000015646459,0.0000028772417,0.00039007026,0.99736804,0.00038308784],"about_ca_topic_score_codex":0.01061863,"about_ca_topic_score_gemma":0.004586118,"teacher_disagreement_score":0.06442302,"about_ca_system_score_codex":0.00036197036,"about_ca_system_score_gemma":0.00093139557,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W4367032234","doi":"10.4337/9781847204370.00003","title":"Contents","year":2006,"lang":"fr","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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":"Environmental science","score_opus":0.023930300179247608,"score_gpt":0.2121766210835927,"score_spread":0.1882463209043451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032234","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":[0.0058124247,0.004516472,0.00022355697,0.003717071,0.024060547,0.0008593342,0.00018764011,0.00033214336,0.9602908],"genre_scores_gemma":[0.068285644,0.000050239778,0.00014104255,0.00811496,0.023117185,0.000096147545,0.0020569777,0.00030974657,0.89782804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939806,0.000072980474,0.0013417453,0.0014616667,0.0014496462,0.0016933668],"domain_scores_gemma":[0.9950979,0.00013435287,0.002185796,0.001142185,0.0013415148,0.000098257],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009266164,0.0012677731,0.0012869692,0.0006031608,0.00077081553,0.01944761,0.0020774773,0.0013156971,0.005726845],"category_scores_gemma":[0.0005424941,0.0013339972,0.00066990976,0.0005154795,0.00035304198,0.008361732,0.0012187209,0.0020697427,0.033303153],"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":[0.00006177702,0.00011885364,0.0031122845,0.0010725572,0.00018036607,0.00014956565,0.00004610436,0.00004059999,0.000075737415,0.027746936,0.94442564,0.022969576],"study_design_scores_gemma":[0.001314926,0.000021497564,0.0028049948,0.0014486252,0.0002783874,0.0000106921425,0.00008049143,0.00027914887,0.000049929506,0.0020699517,0.99016273,0.0014786281],"about_ca_topic_score_codex":0.022262134,"about_ca_topic_score_gemma":0.0032217633,"teacher_disagreement_score":0.06247322,"about_ca_system_score_codex":0.0004109419,"about_ca_system_score_gemma":0.00031640494,"threshold_uncertainty_score":0.9999808},"labels":[],"label_agreement":null},{"id":"W4367032257","doi":"10.4337/9781781000366.00009","title":"Abbreviations","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Canadian Space Agency; Centre National d’Etudes Spatiales","keywords":"Computer science","score_opus":0.06843168428200765,"score_gpt":0.26980057101837923,"score_spread":0.2013688867363716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032257","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":[0.0000057665457,0.0011791138,0.00009458834,0.0005391278,0.0023124418,0.00082914426,0.0009675315,0.0020060623,0.9920662],"genre_scores_gemma":[0.0009998379,0.000007827618,0.0012544018,0.0005312915,0.0035196291,0.000067526955,0.0012101732,0.001083513,0.9913258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942837,0.0001040185,0.0010900266,0.0012649915,0.002293423,0.00096386625],"domain_scores_gemma":[0.99418074,0.00022602396,0.0010673464,0.0020783548,0.0016023889,0.0008451681],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025812974,0.0011054947,0.0011169799,0.0011010586,0.0003334525,0.0040174196,0.0019229756,0.0015227373,0.0019801785],"category_scores_gemma":[0.0014960809,0.0011690977,0.0005697184,0.00006808438,0.0002976986,0.0018485836,0.0007721764,0.0027712455,0.024564773],"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":[0.000014443017,0.000009159148,0.0000043738555,0.000036222264,0.00018901473,0.000040710613,0.00029481767,0.0000044656613,0.000016522597,0.35234103,0.63891417,0.0081351],"study_design_scores_gemma":[0.00050034415,0.000045018176,0.000010005361,0.00034458126,0.0002219129,0.00004832082,0.00001611615,0.000014466033,0.000012401163,0.11953657,0.8781919,0.001058348],"about_ca_topic_score_codex":0.00013135957,"about_ca_topic_score_gemma":0.00032080628,"teacher_disagreement_score":0.23927777,"about_ca_system_score_codex":0.0013025737,"about_ca_system_score_gemma":0.0015210576,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W4367032361","doi":"10.4337/9781781005026.00027","title":"Bibliography","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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 Oxford; York University; Amicus Therapeutics; University of Cambridge; Northwestern University","keywords":"Bibliography; Computer science; Library science","score_opus":0.03711160042171382,"score_gpt":0.25639615190617576,"score_spread":0.21928455148446194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032361","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":[0.000011493267,0.00092313264,0.000029314533,0.00033004364,0.003637266,0.0008357779,0.00090711715,0.0021742114,0.99115163],"genre_scores_gemma":[0.001194424,0.00030133215,0.0008498035,0.0005981463,0.0042931344,0.00006739279,0.00058972696,0.00154962,0.9905564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99317724,0.000081377526,0.0010521495,0.0018730117,0.0024070784,0.0014091706],"domain_scores_gemma":[0.9913741,0.00021868659,0.0020042239,0.004648979,0.00093266804,0.000821391],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022935946,0.001547609,0.0014507866,0.040452227,0.0010604698,0.016405195,0.004725321,0.0022075619,0.0014612034],"category_scores_gemma":[0.00059621653,0.0016082847,0.0014652917,0.0004400257,0.0008830262,0.0032798247,0.0013619054,0.0037893082,0.01081311],"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":[0.000045106357,0.000013460652,0.00007009401,0.00007978807,0.0005483499,0.00019061862,0.000108492575,4.66736e-7,0.000057115,0.09952548,0.8880419,0.011319133],"study_design_scores_gemma":[0.0006241055,0.00006459203,0.00013169728,0.0007030976,0.0002710263,0.00005606984,0.0000057368056,0.0000036905,0.0000662831,0.09363361,0.9028843,0.0015557883],"about_ca_topic_score_codex":0.00040334644,"about_ca_topic_score_gemma":0.00040790578,"teacher_disagreement_score":0.040012203,"about_ca_system_score_codex":0.00013581516,"about_ca_system_score_gemma":0.00039595694,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W4367032504","doi":"10.4337/9780857933225.00006","title":"Abbreviations","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Environment and Climate Change Canada","keywords":"Medicine","score_opus":0.04810880449905305,"score_gpt":0.23716818225425673,"score_spread":0.18905937775520368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367032504","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":[0.0000075404023,0.0005566018,0.00017329703,0.000205617,0.0021353299,0.0008169882,0.0006690815,0.0019908845,0.9934447],"genre_scores_gemma":[0.0019614208,0.000018022161,0.0012887235,0.0006938792,0.002451422,0.00008055274,0.0006848898,0.001153803,0.9916673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507445,0.0000884628,0.0011169572,0.0013212956,0.001402195,0.0009966677],"domain_scores_gemma":[0.99507046,0.00020854831,0.0011482589,0.0021781314,0.0008095057,0.0005850883],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015152853,0.0011391159,0.0010600649,0.0011536413,0.00042164663,0.0028484145,0.0020471027,0.0015698579,0.0054685157],"category_scores_gemma":[0.00071735994,0.001208165,0.0007249802,0.000056147514,0.00033382964,0.0017769445,0.00072452636,0.0027874897,0.028431421],"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":[0.000017270684,0.000013359766,0.000009466635,0.00005095077,0.0002651744,0.000043910437,0.00055400387,4.464875e-7,0.00002733464,0.5460692,0.43926534,0.013683522],"study_design_scores_gemma":[0.00033203056,0.000041993684,0.000043725486,0.00038421544,0.0002481849,0.000041111838,0.0000074385252,0.0000028255142,0.00005152278,0.14659488,0.8511819,0.0010701607],"about_ca_topic_score_codex":0.00023554002,"about_ca_topic_score_gemma":0.00035790214,"teacher_disagreement_score":0.41191655,"about_ca_system_score_codex":0.0006209049,"about_ca_system_score_gemma":0.00073905056,"threshold_uncertainty_score":0.9997263},"labels":[],"label_agreement":null},{"id":"W4367147571","doi":"10.4337/9781800372214.00035","title":"Are parenting leaves available for LGBTQ parents? Examining policies in Canada, Croatia, France, Iceland, the Netherlands and the United Kingdom","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Law and Migration","field":"Social Sciences","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":"Transgender; Lesbian; Parental leave; Gender studies; Psychology; Political science; Sociology","score_opus":0.05907078618296574,"score_gpt":0.2529358858962345,"score_spread":0.19386509971326876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367147571","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":[0.034354582,0.00096674555,0.000028702194,0.0025227522,0.0013573454,0.0012296273,0.0001418455,0.00009158565,0.95930684],"genre_scores_gemma":[0.36324307,0.00014420964,0.00003800744,0.0028431283,0.0014963504,0.00016988175,0.00015942982,0.00012107131,0.63178486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974837,0.00038593446,0.00048214704,0.00042231847,0.0006880718,0.0005378455],"domain_scores_gemma":[0.99735284,0.0012984457,0.0007504888,0.00034754424,0.0001573319,0.00009332167],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028343422,0.00029872017,0.00039786036,0.0001753304,0.001980751,0.0016400658,0.0008136213,0.00015474687,0.00017465281],"category_scores_gemma":[0.00084784307,0.00020823549,0.00008798062,0.00009405776,0.0004003731,0.0003810878,0.0002482871,0.000872988,0.0000025304212],"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":[0.00017922152,0.000014391944,0.055781562,0.00015851992,0.00027882878,0.000039989238,0.05860826,0.00016549845,0.0000038543585,0.68438846,0.19182262,0.008558828],"study_design_scores_gemma":[0.00069819036,0.000014005241,0.002366036,0.0001755202,0.00005047837,0.0000012788224,0.0057822512,0.000057278095,0.0000014075803,0.0016050586,0.98896974,0.00027875273],"about_ca_topic_score_codex":0.9002745,"about_ca_topic_score_gemma":0.9687341,"teacher_disagreement_score":0.79714715,"about_ca_system_score_codex":0.0002916294,"about_ca_system_score_gemma":0.00092708203,"threshold_uncertainty_score":0.9993963},"labels":[],"label_agreement":null},{"id":"W4367149375","doi":"10.4337/9781800889378.00019","title":"Climate change law and colonialism: the rights of nature and a hypothetical case for bison person in Canada","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Personhood; Indigenous; Operationalization; Climate change; Environmental ethics; Traditional knowledge; Indigenous rights; Colonialism; Political science; Law; Human rights; Geography; Sociology; Ecology; Epistemology","score_opus":0.027085532819410948,"score_gpt":0.25634859418062156,"score_spread":0.2292630613612106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367149375","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":[0.02071653,0.0017189222,2.8407118e-7,0.007809145,0.0005560028,0.00092793896,0.0009046367,0.00001589495,0.96735066],"genre_scores_gemma":[0.93744475,0.00021650817,0.00013835974,0.004304758,0.0011585422,0.00008311462,0.00004318068,0.00006243162,0.056548387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987691,0.00008461932,0.00019081398,0.00030086868,0.00031598806,0.00033859673],"domain_scores_gemma":[0.99916494,0.0003589665,0.00013470811,0.00016863653,0.000032638414,0.00014011073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054682686,0.00019026076,0.0003128824,0.00004590737,0.0004737426,0.00033778558,0.00018385446,0.00046912304,0.00003316893],"category_scores_gemma":[0.000061745945,0.00015084028,0.000058763813,0.000015766716,0.00048874324,0.00018754342,0.00010752262,0.00059153064,2.1223715e-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":[0.000014989956,0.0000037532402,0.00003661892,0.00006130866,0.000017286366,0.00017033421,0.0066243936,2.9141766e-8,0.0000017777016,0.9890039,0.0015758397,0.002489744],"study_design_scores_gemma":[0.00028915665,0.00003467186,0.00005792563,0.0001971291,0.00005100405,0.0000753282,0.0010593946,0.000004828192,0.000020257441,0.009479827,0.98849875,0.00023173475],"about_ca_topic_score_codex":0.8862708,"about_ca_topic_score_gemma":0.99378914,"teacher_disagreement_score":0.9869229,"about_ca_system_score_codex":0.00025488873,"about_ca_system_score_gemma":0.00028703187,"threshold_uncertainty_score":0.6151088},"labels":[],"label_agreement":null},{"id":"W4367151818","doi":"10.4337/9781784715793.00024","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Index (typography); Computer science; World Wide Web","score_opus":0.016831466437897177,"score_gpt":0.2502463137555148,"score_spread":0.23341484731761764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367151818","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":[0.0008675407,0.00010852409,0.0001260829,0.00060583773,0.005281929,0.00029288256,0.00010251932,0.00013223181,0.9924824],"genre_scores_gemma":[0.033231024,0.000005392397,0.0006807634,0.001359267,0.0019563057,0.00004693214,0.00042059371,0.00012028348,0.9621794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963609,0.00013523787,0.00044405457,0.000769291,0.0016780584,0.0006124842],"domain_scores_gemma":[0.9985373,0.00009233702,0.00029340308,0.00066499045,0.0000992389,0.00031272002],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008693639,0.00045322854,0.00042767473,0.00012930992,0.00014723669,0.0019279564,0.0017504912,0.00070304895,0.038701992],"category_scores_gemma":[0.0003947448,0.0004495587,0.00015336479,0.0001077005,0.00025778371,0.001136514,0.0013683877,0.0012157657,0.07411917],"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":[0.000014177725,0.000020421474,0.00017547006,0.000015368172,0.000038544364,0.000017869526,0.00033923239,0.00015015164,0.000024343266,0.00043138754,0.99289507,0.005877981],"study_design_scores_gemma":[0.00025310885,0.000033339296,0.00025661153,0.00007463793,0.000015071488,0.000017553144,0.00003053843,0.000110331304,0.00013398322,0.002675622,0.995885,0.00051419873],"about_ca_topic_score_codex":0.005055159,"about_ca_topic_score_gemma":0.0004696495,"teacher_disagreement_score":0.03541718,"about_ca_system_score_codex":0.00096985546,"about_ca_system_score_gemma":0.00015078204,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W4367162894","doi":"10.4337/9781782546894.00008","title":"Abbreviations","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Commission for Environmental Cooperation","keywords":"Computer science","score_opus":0.030415234651432806,"score_gpt":0.2338549138879988,"score_spread":0.203439679236566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367162894","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":[0.000016711621,0.00052053854,0.00010027197,0.0006367414,0.002001045,0.001198978,0.0005470896,0.0020010779,0.99297756],"genre_scores_gemma":[0.0012190078,0.000013491258,0.0019230833,0.00096556306,0.0030183129,0.00015622519,0.0008677156,0.0011301889,0.9907064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994702,0.000089129004,0.0011561963,0.0013182445,0.0016878869,0.0010465748],"domain_scores_gemma":[0.99479556,0.00030955358,0.0011201688,0.0021290302,0.0010135089,0.0006321877],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0012102806,0.0011658154,0.0010890503,0.0010830401,0.00044251658,0.0061373427,0.001939945,0.0015678755,0.0099580055],"category_scores_gemma":[0.0008484089,0.0012057585,0.00068414275,0.00005862749,0.00030206694,0.002408809,0.00070987706,0.0028606462,0.081838794],"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":[0.000005315234,0.000008690714,0.000004310914,0.000048181908,0.00020815435,0.000019165747,0.00021139576,0.0000016857981,0.000047667883,0.38251814,0.60307705,0.013850264],"study_design_scores_gemma":[0.00036628448,0.000034695015,0.000040235114,0.00041160538,0.00019406583,0.00003576984,0.00001186769,0.000021399952,0.000033180273,0.07766018,0.9200401,0.0011506443],"about_ca_topic_score_codex":0.00025060461,"about_ca_topic_score_gemma":0.00019226309,"teacher_disagreement_score":0.31696305,"about_ca_system_score_codex":0.00077948417,"about_ca_system_score_gemma":0.000678389,"threshold_uncertainty_score":0.9997283},"labels":[],"label_agreement":null},{"id":"W4367162980","doi":"10.4337/9781783476152.00029","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","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":"Index (typography); Computer science; World Wide Web","score_opus":0.008024442649140767,"score_gpt":0.2066765155132949,"score_spread":0.19865207286415415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367162980","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":[0.002191975,0.000103751685,0.013722389,0.00044108482,0.0036978873,0.00034811618,0.000044465658,0.00013311529,0.9793172],"genre_scores_gemma":[0.020314543,0.0000824844,0.0030589262,0.0015002901,0.0010928619,0.00007014395,0.00008003129,0.00019072054,0.97361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964665,0.00010477087,0.00049820915,0.0010074874,0.000992126,0.00093089935],"domain_scores_gemma":[0.99825805,0.000060554077,0.000367317,0.0009197631,0.000008397112,0.00038592832],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004114248,0.0006387004,0.00051695557,0.000027822669,0.00026635933,0.000741526,0.0014373194,0.0009130235,0.03716617],"category_scores_gemma":[0.00006827903,0.0005145384,0.0002478547,0.000098369856,0.0005476983,0.0009272609,0.0014655114,0.001005603,0.036451343],"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":[0.000017946964,0.000028665441,0.0013489744,0.000021199268,0.00004871368,0.000015518755,0.0001672232,0.0011994188,0.00011471881,0.00004634902,0.92904794,0.06794336],"study_design_scores_gemma":[0.0003492523,0.00004040344,0.0011523734,0.00008200447,0.000023393719,0.000014969829,0.00003551416,0.00019759247,0.000038698923,0.0004587503,0.99688697,0.00072007783],"about_ca_topic_score_codex":0.0008058807,"about_ca_topic_score_gemma":0.00006537511,"teacher_disagreement_score":0.067839056,"about_ca_system_score_codex":0.0010660632,"about_ca_system_score_gemma":0.000058763584,"threshold_uncertainty_score":0.99973065},"labels":[],"label_agreement":null},{"id":"W4367163006","doi":"10.4337/9781781002629.00005","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Health Canada; Organisation de Coopération et de Développement Économiques; Genome Prairie; University of Toronto; Genome Alberta; Industry Canada; European University Institute; Ontario Ministry of Health and Long-Term Care; University of Alberta; University of Saskatchewan; International Arctic Science Committee; Public Health Agency of Canada; National Institutes of Health; Ontario Genomics; Genome Canada; Public Health Agency; Stem Cell Network; Ontario Genomics Institute; Canadian Institutes of Health Research; Arctic Institute of North America; World Health Organization","keywords":"Political science","score_opus":0.027677801787844087,"score_gpt":0.233904723513204,"score_spread":0.2062269217253599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163006","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":[0.000037981274,0.0022057153,0.00005468639,0.00026296804,0.00411332,0.00095163594,0.0011761198,0.0022471605,0.98895043],"genre_scores_gemma":[0.008333164,0.000014963191,0.00043230015,0.0007915359,0.0068401815,0.000063100604,0.0010363201,0.0014465407,0.9810419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99344736,0.00012111327,0.001196477,0.0012702232,0.0020951813,0.0018696197],"domain_scores_gemma":[0.99438107,0.0003896908,0.0012654822,0.0020476133,0.0008455055,0.0010706319],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028255212,0.0014456616,0.001477501,0.0010211392,0.00039867553,0.0038291747,0.002017655,0.0022862905,0.0034719696],"category_scores_gemma":[0.0010805344,0.001488101,0.0008192734,0.000050557708,0.00042476988,0.0023305225,0.0009244345,0.0036161612,0.023834545],"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":[0.000055004184,0.000019735486,0.00004521678,0.000064221254,0.00047212164,0.00006840678,0.00039343387,6.334826e-7,0.00010831597,0.43602207,0.5364234,0.02632744],"study_design_scores_gemma":[0.00079425774,0.000046027013,0.00004783903,0.0003609369,0.00035562043,0.00006920109,0.0000132609175,0.0000034617394,0.00018614593,0.02544168,0.97112685,0.001554724],"about_ca_topic_score_codex":0.00014129607,"about_ca_topic_score_gemma":0.00013415943,"teacher_disagreement_score":0.43470344,"about_ca_system_score_codex":0.0011873955,"about_ca_system_score_gemma":0.00063016685,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W4367163149","doi":"10.4337/9781785361708.00007","title":"Abbreviations","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Canadian Food Inspection Agency; China National Center for Food Safety Risk Assessment; General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China; Alaska Department of Fish and Game; European Commission; Massachusetts Department of Fish and Game; Centers for Disease Control and Prevention; Crohn's and Colitis Foundation of America","keywords":"Computer science","score_opus":0.04342906705112462,"score_gpt":0.26423983122819944,"score_spread":0.22081076417707482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163149","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":[0.000005866836,0.00051066274,0.0000700511,0.0006639897,0.0027525146,0.00082300685,0.00094481214,0.0015231223,0.992706],"genre_scores_gemma":[0.0019054147,0.00001702088,0.00090415485,0.00047907422,0.0038671484,0.00007018905,0.000801696,0.0010172183,0.99093807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494886,0.00007148696,0.0009641533,0.0013611589,0.0016720813,0.0009822362],"domain_scores_gemma":[0.99270517,0.00023925597,0.001851775,0.0037944713,0.0008423588,0.0005669605],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017994232,0.0011223514,0.0011533767,0.0009175893,0.0011660863,0.009810606,0.003293817,0.0015763626,0.0018160528],"category_scores_gemma":[0.0018279988,0.0011952504,0.0007664378,0.000015619225,0.00046797143,0.0025002116,0.0009667397,0.002918117,0.020158332],"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":[0.000014743945,0.0000098678875,0.000012028421,0.00006389306,0.00029651885,0.000075706055,0.00028368607,0.0000011812189,0.00003611178,0.3888821,0.58846617,0.021857984],"study_design_scores_gemma":[0.0004383007,0.000031411117,0.00006636103,0.00062727625,0.0002465944,0.000044218265,0.0000057062384,0.0000091639295,0.00003065019,0.083062686,0.9143172,0.0011204232],"about_ca_topic_score_codex":0.00019403393,"about_ca_topic_score_gemma":0.0006130591,"teacher_disagreement_score":0.32585102,"about_ca_system_score_codex":0.0006897976,"about_ca_system_score_gemma":0.0009596942,"threshold_uncertainty_score":0.9997198},"labels":[],"label_agreement":null},{"id":"W4367163210","doi":"10.4337/9780857939258.00023","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Natural Resources Canada; Australian Government; National Water Commission","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.022236391061441953,"score_gpt":0.29243998182190273,"score_spread":0.2702035907604608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163210","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":[0.000072844436,0.0005485829,0.00044081206,0.005301991,0.012069727,0.00035793413,0.0000556721,0.00017214843,0.9809803],"genre_scores_gemma":[0.046769395,0.000072487324,0.00012791838,0.0010683535,0.012087281,0.000052650423,0.00012873029,0.000066707325,0.93962646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694514,0.00036949315,0.00038438244,0.00053040584,0.0010062542,0.000764344],"domain_scores_gemma":[0.998278,0.0002445924,0.00030650798,0.0004759754,0.00039948328,0.00029543025],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001397394,0.0003207106,0.00048745514,0.00023918822,0.0019450478,0.003280171,0.00088118284,0.0009070441,0.0022833254],"category_scores_gemma":[0.00074149825,0.00029223473,0.00027754297,0.00018102302,0.00052149646,0.0005694893,0.00030105814,0.0010682965,0.002580595],"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":[0.0000037927143,0.000008247197,0.000018542327,0.00003083597,0.00006593988,0.0000031600289,0.0051718126,0.000010797429,6.14991e-7,0.018010424,0.96708655,0.009589255],"study_design_scores_gemma":[0.00016574287,0.000015648493,0.000058824622,0.00009145602,0.000029906456,0.0000011190914,0.00082766986,0.000008891291,0.000002348577,0.000887606,0.9975265,0.0003842784],"about_ca_topic_score_codex":0.010686752,"about_ca_topic_score_gemma":0.0072455476,"teacher_disagreement_score":0.04669655,"about_ca_system_score_codex":0.00029416312,"about_ca_system_score_gemma":0.0009421705,"threshold_uncertainty_score":0.999953},"labels":[],"label_agreement":null},{"id":"W4367163264","doi":"10.4337/9781849806671.00023","title":"Bibliography","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","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":"Weatherhead Center for International Affairs, Harvard University; University of Oxford; University of Cambridge; Fox Chase Cancer Center; University of Pennsylvania; York University; Government of the United Kingdom; World Bank Group","keywords":"Bibliography; Library science; Computer science","score_opus":0.029625326870575966,"score_gpt":0.2960163496836111,"score_spread":0.26639102281303517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163264","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":[0.000055332508,0.00020032242,0.000092977214,0.0054796673,0.00772714,0.00034148607,0.000020981037,0.00097176747,0.98511034],"genre_scores_gemma":[0.0062447605,0.0011603512,0.0058949105,0.0021772336,0.0049673766,0.00006388881,0.000038439037,0.00011878742,0.97933424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966785,0.000061121966,0.00047098415,0.00077256275,0.0012229149,0.00079392904],"domain_scores_gemma":[0.9973527,0.00032617294,0.0005178034,0.00087859,0.0004987564,0.00042593075],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0020980376,0.00037530606,0.00041838994,0.010361889,0.0014547592,0.00277035,0.002192183,0.0016144334,0.002804279],"category_scores_gemma":[0.00092808047,0.00038551196,0.00033635594,0.00162862,0.0030882799,0.0009044619,0.00023539967,0.0021813314,0.00032911156],"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":[0.0000024125382,0.000010018943,0.0001671124,0.000007919183,0.00003477979,0.0000036674721,0.002342626,8.38418e-8,0.000020137575,0.4208909,0.5482416,0.028278727],"study_design_scores_gemma":[0.000064524436,0.000020417152,0.00006563586,0.000048355156,0.00002570571,0.000002603409,0.0005720579,3.9944953e-7,0.000024448276,0.14162545,0.8571549,0.00039550898],"about_ca_topic_score_codex":0.0017746186,"about_ca_topic_score_gemma":0.0011309568,"teacher_disagreement_score":0.3089133,"about_ca_system_score_codex":0.00006591607,"about_ca_system_score_gemma":0.00073014485,"threshold_uncertainty_score":0.9998597},"labels":[],"label_agreement":null},{"id":"W4367163282","doi":"10.4337/9781781956090.00007","title":"Acknowledgements","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"York University; Queen Mary University of London; University of Bern","keywords":"Political science","score_opus":0.028601173937795904,"score_gpt":0.26700446257229277,"score_spread":0.23840328863449686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163282","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":[0.00004057362,0.00020284289,0.0000066538973,0.0008634335,0.0024874317,0.00048011073,0.000037154095,0.00024049803,0.9956413],"genre_scores_gemma":[0.0007061645,0.00008080988,0.00024172587,0.0012312704,0.0047032745,0.000029453007,0.00006324101,0.00010044117,0.9928436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976272,0.00007489947,0.0003523628,0.0004824778,0.0008492268,0.0006138344],"domain_scores_gemma":[0.99861115,0.00010162127,0.0002532348,0.00048824633,0.00015020362,0.00039552184],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00068028027,0.00036335515,0.0003488607,0.0001602229,0.0006542859,0.0017709072,0.0009861832,0.0007793168,0.041088972],"category_scores_gemma":[0.00029257074,0.00037779537,0.00022593202,0.00001715964,0.00048478687,0.00085030583,0.0003380305,0.00078647013,0.026262622],"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":[0.0000016446564,0.000006317056,0.000012779828,0.000013235912,0.000047740294,0.0000039368115,0.0016269104,6.32966e-8,0.0000023394641,0.42184532,0.5439284,0.032511316],"study_design_scores_gemma":[0.00013090993,0.000017988687,0.000024155624,0.00009709436,0.00003352072,4.3819884e-7,0.00006891434,2.9634958e-7,0.000009908778,0.05037059,0.94885546,0.00039070594],"about_ca_topic_score_codex":0.0006945094,"about_ca_topic_score_gemma":0.0016337236,"teacher_disagreement_score":0.40492707,"about_ca_system_score_codex":0.00043169621,"about_ca_system_score_gemma":0.00027974686,"threshold_uncertainty_score":0.9998674},"labels":[],"label_agreement":null},{"id":"W4367163364","doi":"10.4337/9781781003299.00026","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.026602238315227303,"score_gpt":0.29634690799102176,"score_spread":0.26974466967579447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163364","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":[0.00034446357,0.00090301776,0.000038579998,0.0014130642,0.008519273,0.0003351907,0.000110737536,0.00013157271,0.9882041],"genre_scores_gemma":[0.0635173,0.00012536682,0.00010374977,0.0018872663,0.013071353,0.00004923474,0.00020231739,0.0000894311,0.920954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996725,0.00040756844,0.00034732942,0.00043434164,0.000977049,0.0011087004],"domain_scores_gemma":[0.998448,0.0001633187,0.00028268676,0.00050057855,0.000046543482,0.00055884506],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013319643,0.000361293,0.00040897576,0.00018950133,0.00085598294,0.0021107346,0.0011986283,0.0011769676,0.011222454],"category_scores_gemma":[0.00022530588,0.00037057875,0.00022497811,0.000100714344,0.0004855868,0.0011548557,0.00031405612,0.0012693838,0.015099884],"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":[0.0000049387318,0.000022969281,0.00018433477,0.000028783681,0.000042365427,0.0000020962966,0.0060298955,0.000001070006,0.000005479289,0.020701246,0.9592185,0.01375831],"study_design_scores_gemma":[0.00013686279,0.000011037709,0.00015663503,0.000062246996,0.000024392773,0.0000012929788,0.0003614943,2.799163e-7,0.000029205938,0.0005177342,0.9982598,0.00043905695],"about_ca_topic_score_codex":0.016495045,"about_ca_topic_score_gemma":0.0022404857,"teacher_disagreement_score":0.067250125,"about_ca_system_score_codex":0.00047615852,"about_ca_system_score_gemma":0.00055678387,"threshold_uncertainty_score":0.9998746},"labels":[],"label_agreement":null},{"id":"W4367163455","doi":"10.4337/9781849801898.00021","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Copyright and Intellectual Property","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":"Index (typography); Computer science; World Wide Web","score_opus":0.024823807978660763,"score_gpt":0.22377676601254615,"score_spread":0.19895295803388538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163455","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":[0.00016994696,0.00055349217,0.00031107996,0.001445838,0.008322031,0.00046606027,0.000011112148,0.00042054913,0.9882999],"genre_scores_gemma":[0.07646224,0.0000213613,0.000060241535,0.015468329,0.024928873,0.00004162981,0.0006221465,0.00019470284,0.8822005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966099,0.00002755538,0.0006750849,0.0009349449,0.0008551957,0.00089727907],"domain_scores_gemma":[0.99789566,0.0000688924,0.0005291691,0.00083513086,0.0006207807,0.000050345938],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007024005,0.00074537523,0.000756253,0.0009563128,0.00045174712,0.013423534,0.0017239974,0.00089176156,0.031466443],"category_scores_gemma":[0.0006864411,0.0006071429,0.00037540018,0.00035420392,0.00010871727,0.0044290735,0.0006771177,0.0018527481,0.03856142],"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":[0.00004486991,0.000032079734,0.0000071121153,0.00016724457,0.000057630437,0.000011157884,0.00006154638,0.0000029012326,0.000018778477,0.00067691464,0.9413789,0.05754088],"study_design_scores_gemma":[0.000372916,0.000018785513,0.00004762692,0.00027255662,0.000058207897,0.0000038410267,0.000031185602,0.0013332147,0.000044711338,0.0025056342,0.99445003,0.00086131634],"about_ca_topic_score_codex":0.001974549,"about_ca_topic_score_gemma":0.00021062614,"teacher_disagreement_score":0.10609941,"about_ca_system_score_codex":0.00014400893,"about_ca_system_score_gemma":0.00021583294,"threshold_uncertainty_score":0.999638},"labels":[],"label_agreement":null},{"id":"W4367163486","doi":"10.4337/9781781006085.00004","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Computer science","score_opus":0.027677801787844087,"score_gpt":0.233904723513204,"score_spread":0.2062269217253599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163486","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":[0.000037981274,0.0022057153,0.00005468639,0.00026296804,0.00411332,0.00095163594,0.0011761198,0.0022471605,0.98895043],"genre_scores_gemma":[0.008333164,0.000014963191,0.00043230015,0.0007915359,0.0068401815,0.000063100604,0.0010363201,0.0014465407,0.9810419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99344736,0.00012111327,0.001196477,0.0012702232,0.0020951813,0.0018696197],"domain_scores_gemma":[0.99438107,0.0003896908,0.0012654822,0.0020476133,0.0008455055,0.0010706319],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028255212,0.0014456616,0.001477501,0.0010211392,0.00039867553,0.0038291747,0.002017655,0.0022862905,0.0034719696],"category_scores_gemma":[0.0010805344,0.001488101,0.0008192734,0.000050557708,0.00042476988,0.0023305225,0.0009244345,0.0036161612,0.023834545],"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":[0.000055004184,0.000019735486,0.00004521678,0.000064221254,0.00047212164,0.00006840678,0.00039343387,6.334826e-7,0.00010831597,0.43602207,0.5364234,0.02632744],"study_design_scores_gemma":[0.00079425774,0.000046027013,0.00004783903,0.0003609369,0.00035562043,0.00006920109,0.0000132609175,0.0000034617394,0.00018614593,0.02544168,0.97112685,0.001554724],"about_ca_topic_score_codex":0.00014129607,"about_ca_topic_score_gemma":0.00013415943,"teacher_disagreement_score":0.43470344,"about_ca_system_score_codex":0.0011873955,"about_ca_system_score_gemma":0.00063016685,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W4367163634","doi":"10.4337/9781781955055.00007","title":"Contributors","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"York University","keywords":"Political science","score_opus":0.01991006822099823,"score_gpt":0.22543113537101145,"score_spread":0.20552106715001323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163634","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":[0.000028229266,0.00034275814,0.00038380624,0.00039250776,0.00349446,0.00088711537,0.00075763126,0.0024592578,0.9912542],"genre_scores_gemma":[0.0063129026,0.0000047534036,0.00042487035,0.0013336026,0.004947166,0.000054343593,0.0009234209,0.0013757295,0.9846232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99334514,0.00015290613,0.0012802524,0.0016359814,0.0021301801,0.0014555403],"domain_scores_gemma":[0.9940107,0.000523985,0.0013640097,0.002290319,0.0009958493,0.00081513217],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003019274,0.0014553866,0.0016727787,0.0010697391,0.00040774184,0.0049934834,0.0023335232,0.0022258947,0.0017583249],"category_scores_gemma":[0.0018279677,0.0015011423,0.00085292454,0.000047105,0.00045881615,0.00089755503,0.00084190205,0.003444753,0.018723508],"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":[0.000042692107,0.0000063021366,0.000011342407,0.000055449524,0.00029406088,0.00006259554,0.00014228107,0.0000018710112,0.00005276426,0.45588776,0.52979106,0.013651805],"study_design_scores_gemma":[0.0009753405,0.00008414791,0.000017874332,0.0004894742,0.0002507779,0.00005241936,0.000007102106,0.000021488193,0.00012565828,0.04432366,0.9521242,0.001527896],"about_ca_topic_score_codex":0.00014244622,"about_ca_topic_score_gemma":0.0002120897,"teacher_disagreement_score":0.4223331,"about_ca_system_score_codex":0.00095246715,"about_ca_system_score_gemma":0.0006378298,"threshold_uncertainty_score":0.9998196},"labels":[],"label_agreement":null},{"id":"W4367163657","doi":"10.4337/9781781000885.00031","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.06499042666410587,"score_gpt":0.24925818544466505,"score_spread":0.18426775878055918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163657","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":[0.002423688,0.0014334617,0.00036994557,0.0016634165,0.018468466,0.00036903445,0.0028714268,0.00013889834,0.97226167],"genre_scores_gemma":[0.034504294,0.00052801485,0.0006310046,0.0051417686,0.011728705,0.00021040805,0.0018361356,0.00044866724,0.944971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628794,0.000023572857,0.0013553582,0.0011815239,0.00008255949,0.0010690282],"domain_scores_gemma":[0.9968906,0.00012833226,0.0012585012,0.0012856377,0.00007832984,0.00035860538],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0012391922,0.00064989086,0.0012884432,0.00093678804,0.00029688698,0.0035281025,0.0015451218,0.0020297915,0.013770257],"category_scores_gemma":[0.00046453637,0.0008316064,0.00046452158,0.00013006979,0.00016227299,0.0010220285,0.00055616605,0.0028487225,0.04829994],"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":[0.000014786796,0.00003379599,0.00040257082,0.00015457447,0.00012875773,0.000004896417,0.0007890046,0.000008534285,0.0000046517034,0.040799826,0.95558333,0.0020752586],"study_design_scores_gemma":[0.0004511871,0.000025527504,0.00015948205,0.00005922914,0.000009393037,0.000012812979,0.00004469054,0.00014733408,0.000040484418,0.018895568,0.9792466,0.00090768427],"about_ca_topic_score_codex":0.0025532297,"about_ca_topic_score_gemma":0.0007564567,"teacher_disagreement_score":0.03452968,"about_ca_system_score_codex":0.00031700035,"about_ca_system_score_gemma":0.00014425197,"threshold_uncertainty_score":0.99945176},"labels":[],"label_agreement":null},{"id":"W4367163696","doi":"10.4337/9780857931009.00047","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Musée de la Civilisation","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.07908064254247907,"score_gpt":0.233635317641903,"score_spread":0.15455467509942394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367163696","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":[0.00035810706,0.00036769256,0.000024936155,0.0009991277,0.010189107,0.00055191736,0.00008558896,0.0002166062,0.98720694],"genre_scores_gemma":[0.013061539,0.000018652418,0.000035186607,0.0014397464,0.009426764,0.00013467461,0.0013362056,0.00008398252,0.9744632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980124,0.00008945457,0.000428598,0.0004662514,0.0005298861,0.00047341446],"domain_scores_gemma":[0.9986795,0.00006477649,0.00030080182,0.00048579718,0.00035714963,0.0001119675],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029020978,0.00041926044,0.00039562033,0.0002460548,0.00048208388,0.012905302,0.0008836201,0.00032727362,0.074016355],"category_scores_gemma":[0.00007393352,0.0003484993,0.00019843986,0.000028668199,0.00014497641,0.0023687007,0.0003763557,0.00089248247,0.01628963],"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":[0.000006362346,0.000009524597,0.0000041486514,0.00014920275,0.00008952984,0.0000020821244,0.0068841837,0.0000019200288,0.0000020293057,0.036666248,0.9419256,0.014259199],"study_design_scores_gemma":[0.00019433345,0.000026156893,0.000015832658,0.00013303949,0.000031532185,4.968933e-7,0.000907073,0.00004794263,0.0000060025404,0.0016489465,0.996511,0.00047767448],"about_ca_topic_score_codex":0.00401002,"about_ca_topic_score_gemma":0.0019518477,"teacher_disagreement_score":0.057726726,"about_ca_system_score_codex":0.000084395986,"about_ca_system_score_gemma":0.000060406757,"threshold_uncertainty_score":0.9998967},"labels":[],"label_agreement":null},{"id":"W4367164083","doi":"10.4337/9781782545682.00014","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Energy Security and Policy","field":"Energy","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":"Index (typography); Computer science; World Wide Web","score_opus":0.014992673425768877,"score_gpt":0.24496602281243332,"score_spread":0.22997334938666444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164083","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":[0.00015960458,0.0005450246,0.00010903174,0.00094799267,0.011364104,0.00017155011,0.00013188485,0.00039491805,0.9861759],"genre_scores_gemma":[0.062984586,0.000046427176,0.00016888694,0.0073391395,0.012521329,0.00008041424,0.0013746093,0.00026644845,0.9152182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957605,0.00037813012,0.0007474234,0.0009660596,0.0009016677,0.0012461907],"domain_scores_gemma":[0.9971217,0.0002036868,0.0004936062,0.0013806459,0.00027886956,0.00052151334],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000694674,0.00084531313,0.0009825366,0.00051249657,0.00032075835,0.0030430935,0.0019837094,0.0021897377,0.004800685],"category_scores_gemma":[0.0005645123,0.0008499238,0.00047684452,0.0002061238,0.0001858771,0.00066103693,0.0005764929,0.0022938033,0.01855163],"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":[0.000018410823,0.00001673925,0.0000011150302,0.000091787835,0.00011953267,0.000008987695,0.00026547842,0.00064782455,0.0000069298594,0.29229963,0.6897191,0.016804503],"study_design_scores_gemma":[0.000538071,0.000048745558,0.000014362937,0.00020608524,0.000044885066,0.00002352371,0.000023043198,0.000065011875,0.00015685071,0.0050841477,0.9928804,0.0009148586],"about_ca_topic_score_codex":0.032842793,"about_ca_topic_score_gemma":0.005850313,"teacher_disagreement_score":0.30316135,"about_ca_system_score_codex":0.0002647686,"about_ca_system_score_gemma":0.000505647,"threshold_uncertainty_score":0.99939513},"labels":[],"label_agreement":null},{"id":"W4367164228","doi":"10.4337/9781782547662.00021","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02439263856405991,"score_gpt":0.28971155572795354,"score_spread":0.2653189171638936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164228","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":[0.0001383252,0.00088721124,0.00011586466,0.0057751136,0.011286203,0.0005519784,0.0000643331,0.00017107539,0.9810099],"genre_scores_gemma":[0.021541936,0.00011819243,0.0001450067,0.000801288,0.008682678,0.00010778544,0.00012116125,0.0000648153,0.9684171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701536,0.00027506246,0.00038878617,0.0005191807,0.000994197,0.0008074315],"domain_scores_gemma":[0.99823946,0.00018934009,0.00029217187,0.00045501548,0.00050485006,0.00031914058],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00079363317,0.00032935827,0.00045358163,0.00024244719,0.0018714893,0.004548726,0.00088435964,0.00092598354,0.0067421277],"category_scores_gemma":[0.0005263548,0.00029316734,0.00026208413,0.0001955363,0.0005270623,0.0010188019,0.00033674776,0.0011052258,0.0059492146],"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":[0.000002111915,0.000009974948,0.000015602951,0.000025170146,0.000075180484,0.000003527214,0.006317288,0.000005670606,9.178473e-7,0.01199226,0.9715918,0.009960542],"study_design_scores_gemma":[0.00014285433,0.000012537137,0.00008367574,0.00008109311,0.000025300002,0.0000010777903,0.0016338732,0.0000067439664,0.0000025354777,0.00091157254,0.9967132,0.00038549252],"about_ca_topic_score_codex":0.025854,"about_ca_topic_score_gemma":0.005102373,"teacher_disagreement_score":0.025121491,"about_ca_system_score_codex":0.00033515683,"about_ca_system_score_gemma":0.0010820461,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W4367164260","doi":"10.4337/9781802201567.00018","title":"Bibliography","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Global Affairs Canada; Ministry of Education, India; Queen's University; Raymond and Beverly Sackler Institute for Biological, Physical and Engineering Sciences, Yale University; University of Oxford; Modern Law Review; Yale University; Government of Canada; University of Warwick; Wilfrid Laurier University; McGill University","keywords":"Geopolitics; Politics; Political science; Bibliography; Resource (disambiguation); Geography; Regional science; Law; Computer science","score_opus":0.013341999705924642,"score_gpt":0.21213139986080787,"score_spread":0.19878940015488322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164260","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":[0.000066274435,0.00008725479,0.000013765029,0.0006503647,0.0012396296,0.00029092742,0.000106943124,0.00030478928,0.99724007],"genre_scores_gemma":[0.0026349379,0.00013913221,0.0009460345,0.0017398511,0.0006097814,0.000043015716,0.0002253616,0.00017402641,0.99348783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966191,0.000041868185,0.00042663774,0.00078318355,0.0016894086,0.00043980282],"domain_scores_gemma":[0.99869263,0.00012614248,0.0002949433,0.00066350587,0.000035864763,0.0001868927],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062212086,0.00044074896,0.0003456071,0.0030055945,0.00032219934,0.0011595465,0.001497606,0.00034101418,0.100249685],"category_scores_gemma":[0.00006281593,0.0004817105,0.00036234342,0.00042377412,0.00028228023,0.0010719624,0.0017185273,0.001282306,0.0017836564],"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":[0.0000123014615,0.000011585057,0.00024993063,0.000009834229,0.0000791379,0.000073809075,0.00009522076,0.000018782792,0.000022994276,0.1969032,0.79708606,0.0054371427],"study_design_scores_gemma":[0.00013451814,0.000048297363,0.00026371374,0.00003354574,0.000032176744,0.000022033597,0.000006262093,0.000009904257,0.000027615532,0.0749455,0.9239907,0.0004857344],"about_ca_topic_score_codex":0.001441893,"about_ca_topic_score_gemma":0.00020012594,"teacher_disagreement_score":0.12690464,"about_ca_system_score_codex":0.00020741519,"about_ca_system_score_gemma":0.000023457398,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W4367164352","doi":"10.4337/9780857937483.00005","title":"Tables","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental Policies and Emissions","field":"Environmental Science","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":"Computer science","score_opus":0.017444244321837995,"score_gpt":0.20622516264954457,"score_spread":0.18878091832770658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164352","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":[0.00021867224,0.00035178484,0.000025113442,0.0005196357,0.0006075431,0.00023697136,0.000076367694,0.00015814697,0.9978058],"genre_scores_gemma":[0.0053895703,0.00008463969,0.0006827462,0.0014478265,0.0008988207,0.000016110984,0.000117363285,0.00015353828,0.9912094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756616,0.000019552208,0.0003876706,0.00054307445,0.0007541847,0.00072934106],"domain_scores_gemma":[0.99842644,0.000059983937,0.0002402786,0.0007455244,0.0000054221678,0.0005223277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037209806,0.0004965986,0.00037179282,0.00007167416,0.0003307091,0.00047677362,0.00078690413,0.00060304935,0.030144671],"category_scores_gemma":[0.000045602144,0.0004566109,0.00023440059,0.000017847888,0.0003865914,0.00079853466,0.0012465648,0.0008938763,0.004574568],"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":[0.000008429044,0.000028618379,0.00052626664,0.000024236555,0.000059007325,0.000015103845,0.0005168486,0.000030226503,0.0006392896,0.025604617,0.88340753,0.0891398],"study_design_scores_gemma":[0.000118257696,0.00002205794,0.00038552406,0.00007141173,0.000052047537,0.000017566173,0.00001972528,0.0000055540168,0.00014449915,0.00940196,0.9892206,0.00054076273],"about_ca_topic_score_codex":0.00064776995,"about_ca_topic_score_gemma":0.0001517218,"teacher_disagreement_score":0.10581308,"about_ca_system_score_codex":0.00045380308,"about_ca_system_score_gemma":0.00002037066,"threshold_uncertainty_score":0.9997886},"labels":[],"label_agreement":null},{"id":"W4367164422","doi":"10.4337/9781783477821.00014","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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; European Commission; University of Cambridge; Lapin Yliopisto; University of Gloucestershire; University of Oxford; Harvard University; Princeton University; United Nations Educational, Scientific and Cultural Organization","keywords":"Bibliography; Library science; Computer science","score_opus":0.056562581642317165,"score_gpt":0.26128756923556773,"score_spread":0.20472498759325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164422","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":[0.000011288429,0.002128166,0.000039544833,0.00026772867,0.0030537993,0.00084131124,0.0009281625,0.002860391,0.9898696],"genre_scores_gemma":[0.00066395063,0.0001468823,0.0012490822,0.0007027067,0.0041399696,0.000068694564,0.0009431566,0.0017487298,0.99033684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227,0.00011836899,0.0011891673,0.0017403743,0.003299562,0.0013825108],"domain_scores_gemma":[0.9930908,0.00020663928,0.0011557004,0.0025483398,0.001774073,0.0012244238],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003289144,0.0015243787,0.0014050277,0.048157413,0.00030333555,0.0067458376,0.0027607658,0.0021325285,0.001593248],"category_scores_gemma":[0.000487881,0.0015731163,0.001089493,0.0019147114,0.0005618781,0.002425645,0.0010879467,0.0035987888,0.013203884],"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":[0.000054920496,0.00001552883,0.000031687698,0.00005623092,0.00043451798,0.00012743879,0.00014014255,0.0000021926915,0.00003249029,0.12493928,0.86895704,0.0052085463],"study_design_scores_gemma":[0.0007097963,0.000092224094,0.000019795496,0.0003849017,0.00024301575,0.00006104991,0.000016137705,0.000005803901,0.000026726215,0.13329588,0.8636804,0.0014642538],"about_ca_topic_score_codex":0.00027308782,"about_ca_topic_score_gemma":0.00021343486,"teacher_disagreement_score":0.0462427,"about_ca_system_score_codex":0.00025654773,"about_ca_system_score_gemma":0.000627711,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4367164657","doi":"10.4337/9781849804875.00023","title":"Bibliography","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"McGill University; York University; Yale University","keywords":"Bibliography; Library science; Computer science","score_opus":0.02302973060735836,"score_gpt":0.23378862064028094,"score_spread":0.21075889003292259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164657","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":[0.00005045087,0.0004815078,0.000048010505,0.00031835912,0.0046865256,0.0008650301,0.00079497305,0.0028781127,0.98987705],"genre_scores_gemma":[0.0010108222,0.0001742322,0.0037590982,0.0012408007,0.005639651,0.000087640256,0.0008199227,0.0020849041,0.98518294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99300057,0.00007814077,0.0011863168,0.0018467578,0.00245584,0.0014323697],"domain_scores_gemma":[0.9936675,0.0003001979,0.0012035262,0.0029234574,0.0009914952,0.00091382867],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002221029,0.0015687139,0.0013142693,0.04951155,0.0005325564,0.008161419,0.0030431878,0.0034284978,0.0032225326],"category_scores_gemma":[0.00040615813,0.0016241847,0.001373349,0.0016192053,0.00080223195,0.0021768427,0.0009977927,0.007705349,0.010920024],"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":[0.00004477083,0.000019771547,0.000055948425,0.0000720101,0.00043013983,0.0001231467,0.0001333823,3.0285176e-7,0.0011477633,0.12049657,0.87129354,0.00618262],"study_design_scores_gemma":[0.0005481509,0.00006159413,0.00006874187,0.0003135115,0.00023386616,0.00007130042,0.0000070512015,0.0000022158047,0.000463246,0.09460805,0.9020541,0.0015682032],"about_ca_topic_score_codex":0.00026112894,"about_ca_topic_score_gemma":0.00057776045,"teacher_disagreement_score":0.047892343,"about_ca_system_score_codex":0.00009250327,"about_ca_system_score_gemma":0.0003667432,"threshold_uncertainty_score":0.9997061},"labels":[],"label_agreement":null},{"id":"W4367164697","doi":"10.4337/9781782548645.00015","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","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":"Index (typography); Computer science; World Wide Web","score_opus":0.016501078486093567,"score_gpt":0.22651806977778943,"score_spread":0.21001699129169588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164697","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":[0.00014442686,0.00006216741,0.0004591648,0.0007242638,0.0042146062,0.0003990035,0.000043215896,0.00013149668,0.9938217],"genre_scores_gemma":[0.011866059,0.000010649401,0.00024364676,0.0011819543,0.0010038179,0.00006875611,0.0002605461,0.00008144869,0.98528314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699205,0.00008601433,0.00037590755,0.0007725637,0.0011226839,0.00065078906],"domain_scores_gemma":[0.99857754,0.000031375326,0.00023366268,0.0007624293,0.000034808098,0.0003601893],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077163725,0.00044643428,0.00040281104,0.00013275059,0.00014672789,0.0015450481,0.0012777715,0.00037541572,0.018780129],"category_scores_gemma":[0.00013222986,0.0004099041,0.00015401606,0.00014721467,0.0001642388,0.0006979878,0.010770999,0.00089746655,0.032957003],"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":[0.000010853899,0.000021139278,0.00005797886,0.000026214439,0.00002758818,0.000013582844,0.00015601763,0.00012728228,0.0000057900356,0.00008716787,0.83412576,0.16534063],"study_design_scores_gemma":[0.00028673853,0.000043110867,0.00016046631,0.000036419682,0.000023307617,0.0000056592708,0.000048186022,0.00006118373,0.0000154014,0.0025946696,0.9962302,0.0004946645],"about_ca_topic_score_codex":0.0046485276,"about_ca_topic_score_gemma":0.0010349768,"teacher_disagreement_score":0.16484596,"about_ca_system_score_codex":0.0005441401,"about_ca_system_score_gemma":0.000094720155,"threshold_uncertainty_score":0.99983525},"labels":[],"label_agreement":null},{"id":"W4367164802","doi":"10.4337/9781781006672.00016","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Flood Risk Assessment and Management","field":"Environmental Science","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":"Index (typography); Mathematics; Statistics; Computer science; World Wide Web","score_opus":0.010683221418032587,"score_gpt":0.22803997023191425,"score_spread":0.21735674881388167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164802","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":[0.0007994797,0.000115364,0.001097566,0.00070236786,0.005475283,0.0007642076,0.000022245555,0.00016241604,0.99086106],"genre_scores_gemma":[0.012437006,0.00005483297,0.0013029625,0.0015646296,0.0010990625,0.00022720551,0.0002570243,0.00012095469,0.9829363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658567,0.00011964679,0.00046949636,0.00090714905,0.0010910331,0.0008269952],"domain_scores_gemma":[0.99838704,0.000057333255,0.00033999744,0.0009070673,0.000025322553,0.0002832188],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000530148,0.00054837414,0.00046941702,0.00017654714,0.00025861125,0.0028638355,0.0015890376,0.00057997945,0.059553385],"category_scores_gemma":[0.000059665475,0.00049317954,0.00020329544,0.00014428134,0.0001853756,0.0014028684,0.0018148908,0.001129855,0.08005403],"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":[0.0000039902325,0.000029801184,0.00024026794,0.000035668727,0.00006014287,0.0000065921527,0.00016173981,0.00017665686,0.000029147111,0.0001596059,0.9689551,0.030141275],"study_design_scores_gemma":[0.00029523563,0.000038888636,0.00091983774,0.00005763585,0.00003593621,0.0000021353533,0.00005649146,0.00025113943,0.00006246688,0.00048612722,0.9971836,0.0006104728],"about_ca_topic_score_codex":0.00564267,"about_ca_topic_score_gemma":0.0004492122,"teacher_disagreement_score":0.029530803,"about_ca_system_score_codex":0.00045183962,"about_ca_system_score_gemma":0.00006607348,"threshold_uncertainty_score":0.999752},"labels":[],"label_agreement":null},{"id":"W4367164884","doi":"10.4337/9780857939111.00028","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Index (typography); Computer science; World Wide Web","score_opus":0.041151403804859474,"score_gpt":0.3452295426354878,"score_spread":0.3040781388306283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164884","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":[0.0010698024,0.0007243123,0.00012658563,0.0021761511,0.034536526,0.0022747268,0.00016130351,0.00024000894,0.9586906],"genre_scores_gemma":[0.006519144,0.00013595456,0.00015597368,0.008452257,0.010249184,0.0014214223,0.000497556,0.00022179323,0.9723467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99361897,0.00069131044,0.0011442566,0.00084700447,0.0005370757,0.003161395],"domain_scores_gemma":[0.99605465,0.0006700435,0.00090994674,0.0009673766,0.0010554936,0.00034249926],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001611197,0.00064587075,0.0011923562,0.0004089507,0.006447518,0.00046669046,0.001219827,0.0028536425,0.031618994],"category_scores_gemma":[0.00070735835,0.0005674375,0.00025792138,0.00011929939,0.0001364096,0.00047153528,0.0016764532,0.005684649,0.108260565],"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":[0.000017282568,0.000020445974,0.00042686737,0.0004742104,0.00020382728,0.000008603227,0.017853571,0.0000026321502,0.000002381568,0.00070151873,0.97761166,0.0026770022],"study_design_scores_gemma":[0.00055331667,0.00007239925,0.00035211272,0.0002584363,0.000038018617,0.000002995018,0.0066635096,0.00001002581,0.0000016926856,0.00034336583,0.9911385,0.00056560215],"about_ca_topic_score_codex":0.02142497,"about_ca_topic_score_gemma":0.014143652,"teacher_disagreement_score":0.07664157,"about_ca_system_score_codex":0.0011098733,"about_ca_system_score_gemma":0.0025367006,"threshold_uncertainty_score":0.9996777},"labels":[],"label_agreement":null},{"id":"W4367164886","doi":"10.4337/9781847205278.00014","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"","keywords":"Index (typography); Mathematics; Statistics; Computer science; World Wide Web","score_opus":0.08653838992649253,"score_gpt":0.26578823417720476,"score_spread":0.17924984425071222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164886","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":[0.001167821,0.0029554858,0.0013673689,0.0009377427,0.01269163,0.00036880406,0.0021222315,0.00014024824,0.97824866],"genre_scores_gemma":[0.025765017,0.0006847805,0.00056558516,0.0068292846,0.010363098,0.000110585876,0.0017017231,0.0004287176,0.95355123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586123,0.000023324235,0.0015796737,0.0011751028,0.00009761382,0.0012630769],"domain_scores_gemma":[0.9969946,0.0001622834,0.0012859569,0.001102018,0.000081776314,0.00037337746],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019403828,0.00065887754,0.0013083072,0.0013310906,0.00027049205,0.0027941426,0.0013563556,0.0015833678,0.009238173],"category_scores_gemma":[0.00037960766,0.0008599063,0.00047555513,0.00018314159,0.00014365888,0.0009619188,0.00050090766,0.0017137508,0.04676853],"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":[0.000023609276,0.00003446683,0.0004861097,0.00017904922,0.0001572948,0.000009358646,0.0008603902,0.000017399258,8.741462e-7,0.042459764,0.9531037,0.0026679912],"study_design_scores_gemma":[0.00049105566,0.000031542655,0.0001984246,0.00008686218,0.000009477968,0.000012879617,0.00007996942,0.00012416534,0.000028506602,0.012925432,0.9850793,0.000932382],"about_ca_topic_score_codex":0.0024433052,"about_ca_topic_score_gemma":0.00040232117,"teacher_disagreement_score":0.03753036,"about_ca_system_score_codex":0.00062598876,"about_ca_system_score_gemma":0.0001215897,"threshold_uncertainty_score":0.99971277},"labels":[],"label_agreement":null},{"id":"W4367164898","doi":"10.4337/9781843768340.00001","title":"Front Matter","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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 Regina","funders":"","keywords":"Front (military); Geology; Oceanography","score_opus":0.022567009436114276,"score_gpt":0.2663331912159714,"score_spread":0.2437661817798571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367164898","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":[0.00030375583,0.0011874341,0.00068023376,0.0003946224,0.018439984,0.0010144174,0.0012980995,0.0007920552,0.9758894],"genre_scores_gemma":[0.0012464237,0.000006777371,0.0022199568,0.0048329732,0.009615184,0.00015499945,0.0029026363,0.0014874717,0.9775336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094623,0.0004345564,0.0015346718,0.0020514943,0.0024632136,0.002569822],"domain_scores_gemma":[0.9942301,0.00033048322,0.001204955,0.002634513,0.0007444855,0.00085548713],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00337295,0.001601432,0.0016197352,0.0019269892,0.0004337059,0.009260748,0.0033775826,0.0027265002,0.10308152],"category_scores_gemma":[0.00049548567,0.0016151776,0.00075911847,0.0002467853,0.00035258126,0.0020563058,0.0011686368,0.005132239,0.85442],"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":[0.0000896185,0.000055975415,0.000082630366,0.00021741918,0.00033845654,0.00008556579,0.0007498111,0.00001249196,0.00017844365,0.000102468795,0.99417657,0.003910565],"study_design_scores_gemma":[0.0007374033,0.00004261502,0.00024013057,0.0005157532,0.0001389305,0.000069583744,0.00007852941,0.00000971874,0.00073524815,0.00020500648,0.99546105,0.00176601],"about_ca_topic_score_codex":0.0015087873,"about_ca_topic_score_gemma":0.00036355352,"teacher_disagreement_score":0.7513385,"about_ca_system_score_codex":0.0014458818,"about_ca_system_score_gemma":0.00096928846,"threshold_uncertainty_score":0.99967337},"labels":[],"label_agreement":null},{"id":"W4371791982","doi":"10.4337/9781781957585.00025","title":"Reducing cost uncertainty and encouraging ratification of the Kyoto Protocol","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Kyoto Protocol; Ratification; Greenhouse gas; Climate change; Natural resource economics; Perspective (graphical); Montreal Protocol; Global warming; International trade; Environmental science; Geography; Economics; Environmental resource management; Political science; Meteorology; Ecology; Computer science","score_opus":0.08263652024896294,"score_gpt":0.2520759206340133,"score_spread":0.16943940038505034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4371791982","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":[0.0003500995,0.00014665496,0.0000805154,0.0014303628,0.00075092935,0.017768688,0.00039828278,0.0000441538,0.9790303],"genre_scores_gemma":[0.035557628,0.00022257539,0.0015446978,0.0050181155,0.0025959916,0.039097313,0.00029187204,0.0006817823,0.91499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785143,0.000019839803,0.001088279,0.0006248557,0.000070263915,0.0003453486],"domain_scores_gemma":[0.9973959,0.000102147074,0.0015264713,0.0007863282,0.00008274856,0.00010645075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012885584,0.0003424509,0.0006343098,0.00028661606,0.0002667836,0.00072315085,0.00051760575,0.00041930142,0.00023034152],"category_scores_gemma":[0.00035636316,0.0003411827,0.00020117547,0.000035597714,0.00020347918,0.0004491589,0.000217316,0.0006360228,0.00003401106],"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":[0.000023556167,0.000016316342,0.00049148244,0.0004177191,0.000106526655,0.0000010374952,0.001999369,0.00006916577,0.000016707292,0.9718312,0.01762674,0.007400192],"study_design_scores_gemma":[0.00045021446,0.000021267857,0.00012068308,0.0003087643,0.000016945192,0.000009698385,0.00006850416,0.00039284932,0.00012357203,0.12735216,0.87068826,0.00044710274],"about_ca_topic_score_codex":0.000429468,"about_ca_topic_score_gemma":0.00014911583,"teacher_disagreement_score":0.8530615,"about_ca_system_score_codex":0.0003012355,"about_ca_system_score_gemma":0.00008149922,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W4372015359","doi":"10.4337/9781035304967.00023","title":"The Legacy of the Monetarist Controversy","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","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":"Western University","funders":"","keywords":"Monetarism; Economic Thought; Economics; Positive economics; History of economic thought; Keynesian economics; Neoclassical economics; Monetary policy","score_opus":0.022103495721295958,"score_gpt":0.1869393454598679,"score_spread":0.16483584973857193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372015359","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":[0.00022160748,0.001808978,0.0001319493,0.0016982218,0.0034815257,0.00039942414,0.00036119344,0.00005161141,0.9918455],"genre_scores_gemma":[0.27485505,0.00012602455,0.000069095615,0.000678859,0.00070232514,0.000020328887,0.000027795406,0.00007664936,0.72344387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799174,0.000017496246,0.0010795678,0.0004762245,0.000075842465,0.0003591364],"domain_scores_gemma":[0.9971355,0.00021456761,0.0012867977,0.0011996004,0.000073863936,0.00008962903],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001176597,0.0003328716,0.0006102312,0.00013852112,0.00068719295,0.0012220979,0.0014536324,0.00043443762,0.00046068212],"category_scores_gemma":[0.00046997544,0.00025976682,0.000565478,0.000026393382,0.0006907795,0.0007854391,0.00030681514,0.0010138891,0.00037925996],"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":[0.000013887697,0.0000074612535,0.000068907204,0.000017458238,0.0001732003,0.0000011955485,0.00017795338,0.00005187952,8.64313e-7,0.98705924,0.0114731435,0.00095479714],"study_design_scores_gemma":[0.0002565441,0.00001360414,0.0001004645,0.00005472081,0.000015508282,0.0000028564793,0.000016395868,0.000009424344,0.000012973555,0.45089674,0.54844624,0.00017453486],"about_ca_topic_score_codex":0.00046419143,"about_ca_topic_score_gemma":0.00031323076,"teacher_disagreement_score":0.5369731,"about_ca_system_score_codex":0.0003494265,"about_ca_system_score_gemma":0.0002562076,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W4376060910","doi":"10.4337/9781786430724.00004","title":"Contributors","year":2017,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","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":"University of British Columbia; European Commission; World Bank Group","keywords":"Geography","score_opus":0.027362039795060265,"score_gpt":0.21507717306102123,"score_spread":0.18771513326596095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376060910","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":[0.002177345,0.00028064664,0.000001069197,0.0031132055,0.0014112754,0.00054756383,0.0005715287,0.00042776924,0.9914696],"genre_scores_gemma":[0.119958214,0.000013198155,0.00005573391,0.00048585588,0.00275868,0.000025715912,0.00053867244,0.000011206132,0.8761527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718153,0.000056029658,0.00049548084,0.00090436195,0.00073856575,0.00062402186],"domain_scores_gemma":[0.997901,0.00041977077,0.00054220774,0.00048468076,0.00031910863,0.00033320466],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001085658,0.00055222336,0.00066802156,0.000032396656,0.00067139685,0.0028343145,0.0017967948,0.0010863236,0.0018136256],"category_scores_gemma":[0.0008050213,0.00023410468,0.00045961828,0.000010167325,0.0003054562,0.0006158629,0.00047986335,0.0012468095,0.00025512427],"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":[0.000098236254,0.00005316611,0.0004996034,0.000071911105,0.00028237267,0.00013289638,0.00023746675,5.0132695e-7,0.001525197,0.0902003,0.2620631,0.64483523],"study_design_scores_gemma":[0.00013983728,0.00013197989,0.0011074268,0.00010942273,0.00003683148,0.000010600324,0.000013201468,0.000002008997,0.00012986369,0.03234016,0.9654059,0.000572806],"about_ca_topic_score_codex":0.00043182468,"about_ca_topic_score_gemma":0.0022199105,"teacher_disagreement_score":0.70334274,"about_ca_system_score_codex":0.0001667411,"about_ca_system_score_gemma":0.00007319423,"threshold_uncertainty_score":0.99909884},"labels":[],"label_agreement":null},{"id":"W4376127522","doi":"10.4337/9781800881945.00018","title":"A psychological workplace innovation construct","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Job Satisfaction and Organizational Behavior","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":"Construct (python library); Orientation (vector space); Psychology; Knowledge management; Business; Public relations; Political science; Computer science; Mathematics","score_opus":0.04087484572224105,"score_gpt":0.25814503179925613,"score_spread":0.2172701860770151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376127522","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":[0.00088690035,0.000018673758,0.00014298895,0.0012995694,0.0035394628,0.00038860916,0.000024241106,0.001281598,0.99241793],"genre_scores_gemma":[0.0216709,0.000004880292,0.00035653755,0.00649933,0.004927873,0.000027552314,0.00090461574,0.00026843825,0.9653399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976169,0.000007714725,0.00064689195,0.0006479482,0.00072944077,0.00035109694],"domain_scores_gemma":[0.99819237,0.00007789931,0.000542881,0.00040551042,0.0007565387,0.000024786788],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005639713,0.00043480992,0.0003922056,0.0010863603,0.00028220803,0.0031472668,0.0004866256,0.00069684774,0.0023737561],"category_scores_gemma":[0.00057321915,0.0004316748,0.00012950464,0.00031642118,0.00012869918,0.0015158773,0.0003234477,0.0010015058,0.00358668],"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":[0.00001635382,0.0000071564714,0.0011492074,0.000041826483,0.000032933025,0.000026730417,0.000015076536,0.0000012973449,0.000023074603,0.81939363,0.1609424,0.018350337],"study_design_scores_gemma":[0.00046799632,0.000008025563,0.004128999,0.00017109407,0.00008141409,0.000014156828,0.000029095809,0.000010454645,0.000005053374,0.08796737,0.9065241,0.0005922394],"about_ca_topic_score_codex":0.000053549695,"about_ca_topic_score_gemma":0.000073467585,"teacher_disagreement_score":0.7455817,"about_ca_system_score_codex":0.00010038229,"about_ca_system_score_gemma":0.00007376462,"threshold_uncertainty_score":0.9998135},"labels":[],"label_agreement":null},{"id":"W4376127934","doi":"10.4337/9781803920788","title":"Promoting Renewable Energy","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Renewable energy; Promotion (chess); Energy law; Climate change; International trade law; Energy sector; Economics; Business; Environmental law; International trade; Natural resource economics; Political science; Environmental economics; Law; Engineering; Ecology","score_opus":0.024341072204753695,"score_gpt":0.2611548940800351,"score_spread":0.2368138218752814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376127934","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":[0.000015729798,0.0001354532,0.000014976236,0.0013975085,0.0017563791,0.00022655372,0.000053274096,0.000785217,0.9956149],"genre_scores_gemma":[0.00057807466,0.00006833917,0.00010107832,0.0010747182,0.0057812985,0.000050460767,0.00020938483,0.00017180678,0.9919648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664676,0.00024559628,0.00042727767,0.000629593,0.0011107427,0.0009400132],"domain_scores_gemma":[0.99839604,0.00029962385,0.00033833913,0.00050823484,0.000058090583,0.00039965563],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016440132,0.00036942927,0.00042693835,0.0002369591,0.0010392215,0.0021029501,0.0011416461,0.00093586027,0.0003679822],"category_scores_gemma":[0.0005206788,0.0004040725,0.00024993342,0.00009932571,0.00039547347,0.00071364973,0.00042414654,0.0007121788,0.00038172572],"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":[0.0000031425616,0.000009925403,0.000014299426,0.00004342511,0.00005662276,0.000031513,0.007777607,0.0000032215783,0.00001081126,0.13412878,0.8433268,0.014593813],"study_design_scores_gemma":[0.00010597135,0.000021616492,0.0000055185023,0.00020856637,0.0000296306,0.0000013539478,0.00014922877,0.000003611491,0.000048420286,0.066909544,0.93210685,0.0004096556],"about_ca_topic_score_codex":0.030861812,"about_ca_topic_score_gemma":0.031729348,"teacher_disagreement_score":0.088780046,"about_ca_system_score_codex":0.00086268655,"about_ca_system_score_gemma":0.0014068394,"threshold_uncertainty_score":0.9998411},"labels":[],"label_agreement":null},{"id":"W4376271215","doi":"10.4337/9781789907575.00019","title":"Market freedoms and 'democratically sound' re-embedding of markets?: The example of CETA","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"EU Law and Policy Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sound (geography); Embedding; Business; International trade; Acoustics; Computer science; Physics","score_opus":0.0486882462234695,"score_gpt":0.29421522331605676,"score_spread":0.24552697709258725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376271215","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":[0.0003147534,0.00017439967,0.00010673322,0.002032017,0.00045452494,0.0003146814,0.000111399415,0.000104161554,0.9963873],"genre_scores_gemma":[0.034535192,0.00021478327,0.00046200163,0.00032656814,0.0011361119,0.000013692309,0.000026293643,0.00009743127,0.96318793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996614,0.0003866622,0.00082247896,0.00049801695,0.0011712488,0.00050761446],"domain_scores_gemma":[0.9952405,0.0027077547,0.00074469385,0.00075018103,0.00034973756,0.00020714216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0062630246,0.00033892985,0.00078354194,0.00030657844,0.0005900619,0.0008065874,0.0011389818,0.0006404289,0.00090280717],"category_scores_gemma":[0.002121131,0.00027325432,0.00038907304,0.00011612174,0.0014914072,0.0004068692,0.00042593057,0.0007666853,0.000011526508],"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":[0.000030090474,0.0000068270715,0.0001222235,0.00013108303,0.0004075659,0.000005844963,0.0063947653,0.0000017194162,0.000007066444,0.897115,0.090889804,0.0048879944],"study_design_scores_gemma":[0.00019692782,0.000035148056,0.00018205581,0.0003403645,0.00036586364,0.0000015040599,0.0008188938,0.00007196999,0.000010514627,0.3294417,0.6681552,0.00037987376],"about_ca_topic_score_codex":0.010263279,"about_ca_topic_score_gemma":0.010543187,"teacher_disagreement_score":0.5772654,"about_ca_system_score_codex":0.00006755289,"about_ca_system_score_gemma":0.00038545477,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W4376276211","doi":"10.4337/9781800375550.00032","title":"Road pricing applications in North America","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Transportation Planning and Optimization","field":"Social Sciences","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":"Revenue; Metropolitan area; Road pricing; Finance; Business; Pricing strategies; Transport engineering; Marketing; Engineering; Geography; Traffic congestion","score_opus":0.025746235180034088,"score_gpt":0.26080846708333083,"score_spread":0.23506223190329675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376276211","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":[0.00012232403,0.00005168826,0.0016376569,0.00054875656,0.00046047888,0.0005816273,0.000076707984,0.0006993223,0.9958214],"genre_scores_gemma":[0.010090674,0.00011859584,0.0012602594,0.00031734034,0.00081337267,0.00012350678,0.0015108129,0.00012706454,0.9856384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979906,0.000048136302,0.00045272752,0.0004689997,0.0006565092,0.00038304814],"domain_scores_gemma":[0.9988514,0.00018930346,0.00032492846,0.00028610206,0.00019020266,0.0001580173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005142252,0.00023870514,0.0003071305,0.0004984982,0.00048198728,0.0007796398,0.0005047324,0.0003960677,0.000079507605],"category_scores_gemma":[0.00019162042,0.00027093219,0.00011192301,0.0001987066,0.0001656431,0.00048417796,0.000033393535,0.00070002343,0.00013580342],"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":[0.000027693852,0.000048033937,0.00808674,0.00016317729,0.00016932165,0.00007222683,0.1040273,0.0069177793,0.0000017659851,0.5929069,0.038901772,0.24867728],"study_design_scores_gemma":[0.00013411547,0.000010148372,0.0030843113,0.00011941603,0.00003107776,1.8201882e-7,0.0010110327,0.00005487302,4.1452017e-7,0.004364713,0.99081105,0.00037864072],"about_ca_topic_score_codex":0.0028807297,"about_ca_topic_score_gemma":0.025948184,"teacher_disagreement_score":0.9519093,"about_ca_system_score_codex":0.00018981815,"about_ca_system_score_gemma":0.00045107314,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W4376465932","doi":"10.4337/9781784712167.00016","title":"Index","year":2017,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.02836109771248966,"score_gpt":0.31227700935659036,"score_spread":0.2839159116441007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376465932","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":[0.00025845342,0.0002383187,0.00041028985,0.0028850536,0.011369192,0.00036004043,0.00012913968,0.00017768714,0.9841718],"genre_scores_gemma":[0.0154156005,0.00017719566,0.000130326,0.0010709177,0.005212327,0.000038623133,0.00028434274,0.00006660656,0.97760403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997011,0.00033513262,0.00036720673,0.000544323,0.0010527176,0.00068960915],"domain_scores_gemma":[0.99762046,0.00012434626,0.00058739306,0.0008594555,0.00044582368,0.0003624964],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016804236,0.0003276691,0.0004387139,0.00026131238,0.0018240785,0.010268015,0.0020878883,0.0012365638,0.0045542205],"category_scores_gemma":[0.0014883523,0.0003357423,0.0002122169,0.00007945412,0.00043131897,0.0011897912,0.00022514505,0.0013410071,0.0032540038],"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":[0.000005347656,0.000010113839,0.000034779456,0.000023942695,0.000037666618,0.0000051012357,0.0103768185,0.0000061065352,0.0000013903086,0.014757086,0.9584978,0.016243836],"study_design_scores_gemma":[0.00017223784,0.000009295354,0.000038198123,0.00010299544,0.00001693937,6.9741674e-7,0.00086794054,0.000052311523,0.0000029433843,0.0007564971,0.9975747,0.00040525242],"about_ca_topic_score_codex":0.008846009,"about_ca_topic_score_gemma":0.051288262,"teacher_disagreement_score":0.042442255,"about_ca_system_score_codex":0.0003019208,"about_ca_system_score_gemma":0.0021033697,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W4376465944","doi":"10.4337/9781845421632.00007","title":"Acknowledgments","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"York University; Lincoln Institute of Land Policy","keywords":"Computer science","score_opus":0.030566083823411045,"score_gpt":0.23280792849851165,"score_spread":0.2022418446751006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376465944","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":[0.000100167534,0.000114951225,0.0003364767,0.000049262242,0.0051028524,0.0002676947,0.00002786133,0.0012478977,0.99275285],"genre_scores_gemma":[0.0050275866,0.00003425343,0.00033327666,0.00022107562,0.0037848577,0.000025625719,0.00023881023,0.00026761918,0.9900669],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824685,0.000013611461,0.0004277313,0.00036512857,0.0006023565,0.00034434692],"domain_scores_gemma":[0.99903846,0.000022761496,0.00009782571,0.00048896734,0.00015914034,0.00019287589],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035287254,0.00044567793,0.00034915874,0.00032746026,0.00012574298,0.0008938576,0.00042481895,0.0006750683,0.03523984],"category_scores_gemma":[0.000052741165,0.0005011816,0.00019668831,0.0000151606855,0.00006336793,0.0005277156,0.00008195213,0.0009862726,0.02004088],"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":[0.0000045081556,0.000007501214,0.000002279358,0.00022167516,0.00018075686,0.000015508327,0.0010395363,0.0010984308,0.00018171481,0.0156053435,0.93575865,0.04588408],"study_design_scores_gemma":[0.00037591785,0.000019456564,0.000044693068,0.0003319502,0.00005196676,0.0000042933198,0.000010238856,0.00021982052,0.000050523602,0.022235293,0.9761001,0.00055575283],"about_ca_topic_score_codex":9.1238604e-7,"about_ca_topic_score_gemma":0.00003929645,"teacher_disagreement_score":0.04532833,"about_ca_system_score_codex":0.0007514581,"about_ca_system_score_gemma":0.00013563399,"threshold_uncertainty_score":0.999744},"labels":[],"label_agreement":null},{"id":"W4376465954","doi":"10.4337/9781843762836.00020","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.038471908102615096,"score_gpt":0.3277143646586729,"score_spread":0.2892424565560578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376465954","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":[0.00013756206,0.0006805192,0.00004278857,0.0060383636,0.012830414,0.00042245828,0.00006239685,0.00026189914,0.9795236],"genre_scores_gemma":[0.009322095,0.0009953787,0.00003777841,0.0019849269,0.024857348,0.00007700546,0.00007482821,0.00008329064,0.9625673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623233,0.0003850278,0.00045936008,0.00056000316,0.0011780973,0.0011852089],"domain_scores_gemma":[0.9982967,0.00025129746,0.00038133017,0.0003954542,0.00033550666,0.00033975422],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014147784,0.00042877605,0.0006548076,0.0003295497,0.0022730108,0.0027143573,0.0012869575,0.0015220387,0.0011915901],"category_scores_gemma":[0.001195148,0.00038311927,0.0003489786,0.00031478712,0.0008151546,0.0007961003,0.00035097796,0.0015600298,0.0028259256],"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":[0.0000083028535,0.00001551835,0.000055132947,0.000031225023,0.00013109003,0.00000858008,0.016891444,0.0000013076601,5.213656e-7,0.00958053,0.95470977,0.018566595],"study_design_scores_gemma":[0.00020226544,0.000015750475,0.000069144444,0.00010815548,0.000029660596,0.0000012628883,0.004400351,6.651921e-7,0.0000044911963,0.0077545815,0.9869204,0.00049325946],"about_ca_topic_score_codex":0.028821543,"about_ca_topic_score_gemma":0.008390809,"teacher_disagreement_score":0.03221066,"about_ca_system_score_codex":0.00039870554,"about_ca_system_score_gemma":0.0012943045,"threshold_uncertainty_score":0.9998621},"labels":[],"label_agreement":null},{"id":"W4376466097","doi":"10.4337/9781781009895.00033","title":"Bibliography","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Universidade Federal do Rio de Janeiro; Financiadora de Estudos e Projetos; Cardiff University; European Commission; University of Sussex; Banco Nacional de Desenvolvimento Econômico e Social; Universitetet i Oslo; Inter-American Development Bank; International Development Research Centre; University of Oxford","keywords":"Computer science","score_opus":0.027488564759735854,"score_gpt":0.2338428162369252,"score_spread":0.20635425147718936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466097","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":[0.000012812891,0.001331119,0.00006560166,0.00033618775,0.0031398,0.00088905677,0.0006099813,0.0021391015,0.99147636],"genre_scores_gemma":[0.00028129003,0.00032286244,0.001920156,0.0030377489,0.0020677575,0.000079461555,0.00055291393,0.0018976156,0.9898402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992748,0.00014852417,0.0012530535,0.0018859876,0.002454363,0.0015100435],"domain_scores_gemma":[0.99434704,0.00024826473,0.0011479486,0.0025345543,0.0008797755,0.0008424232],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022572225,0.001619559,0.0013769473,0.048455007,0.00044179856,0.0070157135,0.0022364322,0.0021832832,0.0023612936],"category_scores_gemma":[0.00036465822,0.0017189324,0.0013891323,0.0021245505,0.00054290664,0.002041776,0.00054308405,0.003762229,0.0080429735],"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":[0.00002878997,0.00001743759,0.00004544086,0.00006742092,0.00046685647,0.000117631826,0.00008108228,0.0000011924789,0.000057267716,0.14573655,0.8503315,0.0030488567],"study_design_scores_gemma":[0.0006303123,0.0000710391,0.000027553278,0.00039388234,0.00025876844,0.00008034696,0.000010971904,0.0000022327222,0.00010567904,0.08336785,0.91339993,0.0016514518],"about_ca_topic_score_codex":0.00013216508,"about_ca_topic_score_gemma":0.0001231213,"teacher_disagreement_score":0.06306844,"about_ca_system_score_codex":0.00017838113,"about_ca_system_score_gemma":0.00027303866,"threshold_uncertainty_score":0.9996552},"labels":[],"label_agreement":null},{"id":"W4376466108","doi":"10.4337/9781781950999.00029","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02533983306243919,"score_gpt":0.28808121058037006,"score_spread":0.26274137751793086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466108","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":[0.00009956108,0.0005820705,0.00008022065,0.010282103,0.0063055037,0.00030920494,0.0004822694,0.00010846742,0.9817506],"genre_scores_gemma":[0.0051414636,0.0002275949,0.000040405703,0.008543057,0.010963382,0.000041143416,0.00008424113,0.000075459124,0.97488326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656355,0.0002728791,0.0003808427,0.0005911374,0.0010631818,0.0011284322],"domain_scores_gemma":[0.99803966,0.00019454805,0.00039483275,0.000563276,0.00020158807,0.00060611137],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010620076,0.0003509851,0.00045703104,0.00029900981,0.000855652,0.0038278908,0.0015328109,0.0011564204,0.005831509],"category_scores_gemma":[0.0011519354,0.00040012866,0.00023983789,0.0002760889,0.00041047437,0.00092588307,0.00015549955,0.001428492,0.0043182764],"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":[0.0000063491825,0.000007323653,0.000020586156,0.00002119111,0.000033735985,0.00002282629,0.003918685,0.0000032165763,5.5789354e-7,0.012868966,0.96655875,0.016537806],"study_design_scores_gemma":[0.0001791022,0.000010479317,0.00007252998,0.00013501919,0.000013863528,0.0000036462893,0.00021592439,0.0000018904839,0.0000046752393,0.0015305456,0.99735993,0.00047240182],"about_ca_topic_score_codex":0.42185807,"about_ca_topic_score_gemma":0.2415432,"teacher_disagreement_score":0.18031488,"about_ca_system_score_codex":0.00076320436,"about_ca_system_score_gemma":0.003162479,"threshold_uncertainty_score":0.9998451},"labels":[],"label_agreement":null},{"id":"W4376466165","doi":"10.4337/9781781950371.00006","title":"Acknowledgements","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Statistics Education and Methodologies","field":"Mathematics","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":"Computer science","score_opus":0.19855521657127123,"score_gpt":0.37474687668887113,"score_spread":0.1761916601175999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466165","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":[0.0000060583557,0.00013551202,0.006685317,0.00023821466,0.007932328,0.00038736235,0.000109632034,0.00047216035,0.9840334],"genre_scores_gemma":[0.00000913064,0.00004084531,0.060625512,0.00041293746,0.0019018883,0.000032059415,0.000112565605,0.00016792589,0.9366971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977091,0.00008916126,0.0006210783,0.00055973546,0.00058034377,0.0004406133],"domain_scores_gemma":[0.9961959,0.0014631241,0.00050404045,0.0008585777,0.00077545235,0.00020291198],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013301787,0.00048838113,0.00061160425,0.0003542505,0.00016890759,0.00092926965,0.00076530717,0.00062777754,0.0113444105],"category_scores_gemma":[0.010154076,0.00047608343,0.00021460932,0.000024724643,0.00013402694,0.00021349998,0.00030980242,0.00094689324,0.0021736985],"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":[0.0000053071462,0.00001081127,0.0000030036495,0.00007717944,0.00008511104,0.000010031975,0.00028028328,3.0876176e-8,0.0000014330599,0.37949586,0.59207004,0.027960889],"study_design_scores_gemma":[0.00013262912,0.0000144643,0.0000034769566,0.00012544807,0.00007040139,0.000006306705,0.000033525343,0.0000011628636,0.000021250424,0.4618758,0.53745556,0.00026002],"about_ca_topic_score_codex":0.000003652971,"about_ca_topic_score_gemma":0.000040984163,"teacher_disagreement_score":0.082379915,"about_ca_system_score_codex":0.00022052058,"about_ca_system_score_gemma":0.0003253554,"threshold_uncertainty_score":0.9997691},"labels":[],"label_agreement":null},{"id":"W4376466426","doi":"10.4337/9781782546818.00021","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","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 Institutes of Health Research; Centro para el Desarrollo Tecnológico Industrial","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.01115176031737209,"score_gpt":0.20354390959939853,"score_spread":0.19239214928202644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466426","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":[0.006507824,0.00038224467,0.000042060426,0.0030989621,0.0026876512,0.0003719393,0.00015031321,0.00026055277,0.9864985],"genre_scores_gemma":[0.17366801,0.0000332526,0.00007593764,0.0023897681,0.012232065,0.00007848673,0.0034364879,0.0000104443325,0.80807555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609613,0.00039145732,0.0006587552,0.0010354429,0.0009723518,0.0008458552],"domain_scores_gemma":[0.9979327,0.00047601014,0.0005931986,0.00027171616,0.00036535496,0.00036107015],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011585914,0.0006853249,0.0009175169,0.000073124465,0.0003961939,0.0029820665,0.0018389301,0.0012619655,0.009063893],"category_scores_gemma":[0.00045778064,0.0002346606,0.0005822338,0.00038373686,0.00010853774,0.0004418366,0.00054962974,0.0014690185,0.0042190244],"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":[0.000014172065,0.000021184436,0.000084200416,0.000022728764,0.00010920275,0.000004385315,0.000055326676,0.000003904874,0.0010908992,0.00008653838,0.92346567,0.07504181],"study_design_scores_gemma":[0.00012124229,0.00007090147,0.0017935485,0.00009666479,0.00006636957,0.000009461953,0.000054635788,0.000029098885,0.00011551359,0.0001656263,0.9967709,0.0007059972],"about_ca_topic_score_codex":0.0009778868,"about_ca_topic_score_gemma":0.0020273882,"teacher_disagreement_score":0.1784229,"about_ca_system_score_codex":0.00013245264,"about_ca_system_score_gemma":0.000047645353,"threshold_uncertainty_score":0.99805295},"labels":[],"label_agreement":null},{"id":"W4376466519","doi":"10.4337/9781781009758.00018","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.032683613077893775,"score_gpt":0.23448440070104448,"score_spread":0.2018007876231507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466519","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":[0.0018711063,0.002636294,0.00079759455,0.000859925,0.010681854,0.00032408827,0.0011482754,0.00014145601,0.9815394],"genre_scores_gemma":[0.044755157,0.00025306217,0.0001296764,0.0029668852,0.006246654,0.000078087265,0.00048770828,0.00021141527,0.94487137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964945,0.00006355061,0.0013419559,0.0011065255,0.00004538368,0.00094809843],"domain_scores_gemma":[0.99709284,0.00015579262,0.0011695097,0.001203813,0.00005753961,0.00032051996],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001490714,0.000615255,0.0012370051,0.00089792255,0.0002621119,0.0025952628,0.0015561637,0.00127265,0.01950129],"category_scores_gemma":[0.00034835207,0.00078062067,0.00046021075,0.00016137846,0.0001481588,0.0010738677,0.00036326368,0.0016822881,0.0677004],"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":[0.000016573156,0.000021952606,0.0002929599,0.00006457161,0.00013836448,0.0000072254993,0.0004396974,0.000027666363,4.7253027e-7,0.27093434,0.7251251,0.0029310791],"study_design_scores_gemma":[0.0004522245,0.00002950205,0.00008385643,0.00006660537,0.000008022336,0.000018614754,0.00003247833,0.00003997311,0.00001330273,0.10847256,0.8900118,0.0007710647],"about_ca_topic_score_codex":0.0018651027,"about_ca_topic_score_gemma":0.00014968798,"teacher_disagreement_score":0.1648867,"about_ca_system_score_codex":0.0003721192,"about_ca_system_score_gemma":0.00017995037,"threshold_uncertainty_score":0.99946445},"labels":[],"label_agreement":null},{"id":"W4376466587","doi":"10.4337/9781845426705.00024","title":"Index","year":2005,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Water resources management and optimization","field":"Engineering","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":"Index (typography); Computer science; World Wide Web","score_opus":0.009546218112132295,"score_gpt":0.1955808137920573,"score_spread":0.186034595679925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466587","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":[0.00015122566,0.0006893599,0.009464405,0.00011939293,0.004816964,0.00031850254,0.000033378037,0.0007882486,0.9836185],"genre_scores_gemma":[0.022801718,0.0001294339,0.0010874751,0.000371067,0.0058779097,0.00007747629,0.0011323635,0.0003331745,0.96818936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818003,0.0000355255,0.0004040509,0.0003800179,0.00044553587,0.0005548194],"domain_scores_gemma":[0.9991606,0.000024363677,0.00010175328,0.00050791673,0.00006637936,0.00013900599],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023315204,0.00046257026,0.00038879015,0.0004969445,0.00010137591,0.0027601589,0.00079316605,0.0006020271,0.0017391106],"category_scores_gemma":[0.000025575526,0.00048339512,0.00014693807,0.00012012555,0.000033603064,0.000790493,0.00020085553,0.0009602899,0.0037301339],"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":[0.0000034521452,0.000004779731,0.0000070002498,0.00016337621,0.00010513361,0.000003857463,0.00028973448,0.08783442,0.000004202923,0.000056915742,0.8900436,0.021483488],"study_design_scores_gemma":[0.00025126437,0.000008893444,0.000017784641,0.000114102135,0.000031052587,0.0000018361312,0.000018038801,0.016703788,0.00009471058,0.000038572136,0.982192,0.00052794756],"about_ca_topic_score_codex":0.00005228675,"about_ca_topic_score_gemma":0.000047825743,"teacher_disagreement_score":0.09214836,"about_ca_system_score_codex":0.00019377425,"about_ca_system_score_gemma":0.000029999474,"threshold_uncertainty_score":0.99976176},"labels":[],"label_agreement":null},{"id":"W4376466661","doi":"10.4337/9781847200259.00004","title":"Figures","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.02785381702039139,"score_gpt":0.20579350880476152,"score_spread":0.17793969178437014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466661","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":[0.00010083626,0.0043246173,0.00010314092,0.00065155956,0.0019495159,0.00023581152,0.0011342249,0.00020402572,0.9912963],"genre_scores_gemma":[0.009091586,0.00007949667,0.00020696063,0.0013953311,0.002221037,0.000016163256,0.00023966227,0.00014817793,0.9866016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997468,0.0000075720536,0.0010376254,0.00074638013,0.00014013605,0.0006003206],"domain_scores_gemma":[0.9981476,0.00005449427,0.00079005037,0.00074514904,0.00010302804,0.00015968355],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056523195,0.000534722,0.0009394116,0.00046939994,0.00021833909,0.0017009185,0.0008169607,0.00088930846,0.00086148095],"category_scores_gemma":[0.00018134114,0.00063412974,0.0004998631,0.000034321587,0.00012495149,0.00047768088,0.00023597878,0.00085524155,0.0020970893],"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":[0.0000027266851,0.0000044865033,0.00005428849,0.000026984315,0.000031005136,0.000007832164,0.00006960684,0.0000032540784,3.0803275e-7,0.54455453,0.45420974,0.0010352576],"study_design_scores_gemma":[0.00013714541,0.000027043108,0.00020524987,0.00006818307,0.000011122563,0.000004060627,0.0000030822087,0.0000048119778,0.0000059571344,0.2904079,0.7086362,0.0004892156],"about_ca_topic_score_codex":0.0017342478,"about_ca_topic_score_gemma":0.00022071089,"teacher_disagreement_score":0.25442648,"about_ca_system_score_codex":0.00021636624,"about_ca_system_score_gemma":0.00007447881,"threshold_uncertainty_score":0.999611},"labels":[],"label_agreement":null},{"id":"W4376466679","doi":"10.4337/9781781009901.00006","title":"Contributors","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Universiti Malaysia Sarawak; Chulalongkorn University; University of the Philippines; Griffith University; Universiti Kebangsaan Malaysia; University of Cambridge; University of Regina; University of Pennsylvania; Massachusetts Institute of Technology","keywords":"Psychology","score_opus":0.025145007602167407,"score_gpt":0.2347055496808538,"score_spread":0.2095605420786864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466679","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":[0.00003818831,0.0006684598,0.00009259061,0.00041568698,0.0031194885,0.0009990411,0.0009989085,0.0026446856,0.99102294],"genre_scores_gemma":[0.0023923174,0.000019686291,0.00028294523,0.0010205078,0.004436379,0.000056485726,0.0010413891,0.0013886646,0.98936164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99304247,0.00011183545,0.0013113329,0.0016754385,0.0022336065,0.0016253262],"domain_scores_gemma":[0.9943894,0.00037886744,0.0012426678,0.0021359604,0.0010074297,0.00084566546],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002148886,0.0015154771,0.0015738196,0.0012244981,0.00043444382,0.0051288735,0.0022658897,0.0022918563,0.0035859076],"category_scores_gemma":[0.00126687,0.0015969293,0.00087056163,0.00007691216,0.00044509408,0.0016360431,0.00081241236,0.0037396569,0.015768407],"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":[0.00006888677,0.000016203105,0.000027587173,0.000042422595,0.00042050763,0.0003887405,0.00020264134,0.000002436876,0.00004964969,0.35603625,0.6274068,0.015337897],"study_design_scores_gemma":[0.0010207401,0.000072446135,0.000020523588,0.0004641309,0.0002544096,0.00013889516,0.000015252554,0.000010041513,0.00007777443,0.05504699,0.94131166,0.0015671251],"about_ca_topic_score_codex":0.00023714566,"about_ca_topic_score_gemma":0.00032328238,"teacher_disagreement_score":0.31390488,"about_ca_system_score_codex":0.001319714,"about_ca_system_score_gemma":0.0008001426,"threshold_uncertainty_score":0.99975944},"labels":[],"label_agreement":null},{"id":"W4376466697","doi":"10.4337/9781845421434.00039","title":"Index","year":2004,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03768733467187505,"score_gpt":0.21410187166313738,"score_spread":0.17641453699126233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466697","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":[0.000102110665,0.002917898,0.0004625752,0.00040365278,0.033495314,0.0003002023,0.0020030574,0.0001088238,0.9602064],"genre_scores_gemma":[0.006873306,0.00014519464,0.00022574315,0.00089513796,0.0017605749,0.000058458412,0.00024018472,0.0001035992,0.9896978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966156,0.000017044094,0.0010758927,0.0013294711,0.00011064634,0.00085133663],"domain_scores_gemma":[0.9978153,0.000052485208,0.0009172107,0.00090071734,0.00008572019,0.0002285523],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001127907,0.0005230985,0.0011402393,0.0007524549,0.000348253,0.003229352,0.001292813,0.0007135573,0.03893797],"category_scores_gemma":[0.0002676352,0.00062756496,0.00042429633,0.00015587117,0.00023598521,0.00097051385,0.0006055529,0.0009698932,0.27410254],"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":[0.000007128187,0.000024012172,0.00008372969,0.00007277469,0.00020993198,0.0000057295606,0.0007388871,0.000084893436,2.3124667e-7,0.039327696,0.9587607,0.00068427937],"study_design_scores_gemma":[0.0005965372,0.000019755642,0.00007107348,0.00009269175,0.000010820717,0.0000039670554,0.00017024213,0.000027902921,0.00000793502,0.009525216,0.98877615,0.0006977191],"about_ca_topic_score_codex":0.0013837856,"about_ca_topic_score_gemma":0.000049063412,"teacher_disagreement_score":0.23516455,"about_ca_system_score_codex":0.00065454654,"about_ca_system_score_gemma":0.00023395335,"threshold_uncertainty_score":0.9996176},"labels":[],"label_agreement":null},{"id":"W4376466773","doi":"10.4337/9781843763017.00046","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.04308127077929856,"score_gpt":0.21831223777491354,"score_spread":0.17523096699561497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376466773","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":[0.00011347466,0.0029347863,0.00044064663,0.00036711103,0.0332835,0.00028196938,0.0016692362,0.0001091467,0.9608001],"genre_scores_gemma":[0.0028855633,0.00031189877,0.00014733193,0.0009264448,0.0022276482,0.00005852163,0.00024702863,0.00010277795,0.9930928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653167,0.000022705413,0.0010983674,0.0013402378,0.00011012809,0.0008968837],"domain_scores_gemma":[0.99772346,0.00007116099,0.00093512266,0.00094475603,0.000090800546,0.00023468437],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012590293,0.0005246059,0.0011691308,0.0007952809,0.00035377164,0.003319309,0.0013262379,0.0007138141,0.067780584],"category_scores_gemma":[0.00028390565,0.0006291247,0.00041487152,0.00018822288,0.00021283436,0.0009727466,0.00061942363,0.0009541122,0.28488627],"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":[0.00000826366,0.000022863382,0.00026941582,0.000046503857,0.00021350142,0.00000787386,0.0005035382,0.000025881829,1.8062772e-7,0.015643647,0.98168707,0.0015712526],"study_design_scores_gemma":[0.00044517915,0.000017632832,0.00008242646,0.00005800231,0.0000109660305,0.00000601472,0.0002003964,0.00007833823,0.000003530672,0.0038713478,0.9945252,0.00070097274],"about_ca_topic_score_codex":0.0011220496,"about_ca_topic_score_gemma":0.00004936898,"teacher_disagreement_score":0.21710567,"about_ca_system_score_codex":0.00037659067,"about_ca_system_score_gemma":0.00011540749,"threshold_uncertainty_score":0.999616},"labels":[],"label_agreement":null},{"id":"W4376467262","doi":"10.4337/9781845428013.00015","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bayer (Canada); Government of Alberta; University of Calgary; University of Alberta; Parks Canada","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.020309338423436286,"score_gpt":0.28715482798664926,"score_spread":0.26684548956321297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467262","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":[0.00009671225,0.0009526998,0.00019628182,0.0039239824,0.010037005,0.00039152792,0.000121197016,0.0001831756,0.9840974],"genre_scores_gemma":[0.026227087,0.000049673126,0.00013147625,0.00051625713,0.010831609,0.000052154748,0.00025843387,0.000064544285,0.96186876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996974,0.0002575826,0.0004084861,0.0005248484,0.0010439742,0.0007911211],"domain_scores_gemma":[0.9985194,0.00017127693,0.00029582728,0.00041150284,0.000386482,0.00021551576],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009188219,0.0003279674,0.00044658597,0.00026084663,0.0019831762,0.0034652695,0.0007767123,0.00091015466,0.0016248677],"category_scores_gemma":[0.00033367652,0.00030557154,0.00028544155,0.00022653886,0.0005181911,0.0006818882,0.0002638593,0.0010334749,0.0014551972],"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":[0.000003258529,0.000013394387,0.000031790274,0.00002447714,0.000054024877,0.000007885003,0.0029008503,0.000022058532,6.6693536e-7,0.010698407,0.98089916,0.005344028],"study_design_scores_gemma":[0.00016430805,0.00001094928,0.0001364504,0.000075195945,0.000030103192,0.0000011457581,0.000708869,0.000004765969,0.0000027595418,0.00089497596,0.9975781,0.00039238858],"about_ca_topic_score_codex":0.036526863,"about_ca_topic_score_gemma":0.017746843,"teacher_disagreement_score":0.026130375,"about_ca_system_score_codex":0.00038913314,"about_ca_system_score_gemma":0.001128691,"threshold_uncertainty_score":0.9999396},"labels":[],"label_agreement":null},{"id":"W4376467315","doi":"10.4337/9781847209948.00004","title":"Contributors","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Computer science","score_opus":0.0659791959485598,"score_gpt":0.3136977258316751,"score_spread":0.2477185298831153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467315","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":[0.00002201149,0.00024439135,0.000043306198,0.0029988002,0.002389187,0.00036508462,0.000028981807,0.00035236648,0.99355584],"genre_scores_gemma":[0.001093282,0.0000925798,0.00026087294,0.0021344225,0.005144138,0.000008121536,0.000100281504,0.000080862774,0.9910854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968637,0.00006154434,0.00047164955,0.00046060918,0.0013569485,0.00078554684],"domain_scores_gemma":[0.9981025,0.00037850311,0.0003459254,0.00032607664,0.00040096822,0.00044606833],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00238161,0.00037893374,0.00044477687,0.0004532028,0.00072232063,0.0017527598,0.00093668984,0.0011244989,0.0009501789],"category_scores_gemma":[0.0006716362,0.0003902858,0.00028231053,0.000045560173,0.00046872185,0.0006028838,0.00016304119,0.0009796256,0.0005870584],"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":[0.00000821677,0.0000023847583,0.000025165358,0.00000776618,0.000055826175,0.000026735595,0.0023337642,4.7760608e-8,4.2442963e-7,0.7160098,0.25320512,0.02832476],"study_design_scores_gemma":[0.0001631652,0.000010889712,0.00005104324,0.000114837356,0.000023812432,0.00000216405,0.000076754775,1.7503325e-7,0.0000048515676,0.08035324,0.91875917,0.00043988254],"about_ca_topic_score_codex":0.0015010213,"about_ca_topic_score_gemma":0.002650367,"teacher_disagreement_score":0.66555405,"about_ca_system_score_codex":0.0004909802,"about_ca_system_score_gemma":0.0013648431,"threshold_uncertainty_score":0.9999631},"labels":[],"label_agreement":null},{"id":"W4376467336","doi":"10.4337/9781847204356.00019","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Electric Power System Optimization","field":"Engineering","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.006712368829950057,"score_gpt":0.1949718477203177,"score_spread":0.18825947889036765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467336","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":[0.00005561362,0.0018708969,0.056515317,0.000040829225,0.011947394,0.0004299621,0.00008433378,0.0011050835,0.92795056],"genre_scores_gemma":[0.05842501,0.000058398025,0.0012665616,0.0001992822,0.0052013574,0.00020305165,0.0019383844,0.00067589176,0.93203205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721724,0.00008650122,0.0006996014,0.00052645005,0.0006658923,0.0008042893],"domain_scores_gemma":[0.9986079,0.00008874819,0.00019682398,0.0007531555,0.00018546493,0.0001679082],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004241042,0.00062396936,0.00065171707,0.000676457,0.00011561299,0.0023591032,0.0009099646,0.001231397,0.0004389876],"category_scores_gemma":[0.00008786205,0.00069536496,0.00018784916,0.0002869315,0.00003406241,0.00075815467,0.000108990054,0.001505687,0.002403694],"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":[0.0000023269106,0.0000060514717,0.000010508825,0.00024893257,0.00009490088,0.000008467965,0.00008809074,0.030427095,0.000025608302,0.00007483719,0.96488357,0.004129626],"study_design_scores_gemma":[0.000294565,0.000015910253,0.000022190647,0.00023290433,0.000031219006,0.000018927636,0.0000061699166,0.0117430305,0.0003207691,0.000062295425,0.98649246,0.00075958524],"about_ca_topic_score_codex":0.00030475899,"about_ca_topic_score_gemma":0.00008695674,"teacher_disagreement_score":0.058369394,"about_ca_system_score_codex":0.000567557,"about_ca_system_score_gemma":0.00021499816,"threshold_uncertainty_score":0.99954975},"labels":[],"label_agreement":null},{"id":"W4376467403","doi":"10.4337/9781781950364.00020","title":"Index","year":2003,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Energy Security and Policy","field":"Energy","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.01704996390710776,"score_gpt":0.24764279993488375,"score_spread":0.230592836027776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467403","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":[0.00014555866,0.0011162241,0.00004277437,0.00061070826,0.012369114,0.00019505004,0.000172503,0.00022768676,0.98512036],"genre_scores_gemma":[0.009056832,0.0000825593,0.00027232285,0.0069201137,0.0048896875,0.000078954545,0.0009748018,0.00024533397,0.9774794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957201,0.00039756403,0.0007453121,0.00097473897,0.00084879424,0.0013135299],"domain_scores_gemma":[0.99735403,0.00013228816,0.0004462878,0.0012783774,0.00026974772,0.00051929394],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005534301,0.0008714167,0.00091479684,0.0005113369,0.00033361744,0.0029165023,0.0015998087,0.0022162942,0.011231628],"category_scores_gemma":[0.0004299045,0.0008949644,0.00047504087,0.00027592256,0.0001761661,0.0007826885,0.00034479823,0.0023306925,0.01792138],"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":[0.000014603109,0.000024111627,0.0000013116734,0.000069934365,0.00013644493,0.000014501304,0.0002659772,0.00046573437,0.0000065605386,0.3009092,0.69234085,0.0057507865],"study_design_scores_gemma":[0.00055307,0.000038932492,0.0000069910784,0.00015688637,0.000045547204,0.000038098948,0.000041257175,0.000013835597,0.00023805852,0.003851465,0.9940704,0.00094544527],"about_ca_topic_score_codex":0.021895755,"about_ca_topic_score_gemma":0.0038127815,"teacher_disagreement_score":0.30172956,"about_ca_system_score_codex":0.00033904996,"about_ca_system_score_gemma":0.0007306206,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W4376467470","doi":"10.4337/9781845428969.00014","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.1305622175684859,"score_gpt":0.3817350628938017,"score_spread":0.2511728453253158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467470","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":[0.00137431,0.00038299584,0.0001429763,0.0020592734,0.01137438,0.000811463,0.00008763106,0.00026172088,0.98350525],"genre_scores_gemma":[0.05282948,0.00006624747,0.00010395359,0.0008583892,0.008288289,0.00014336666,0.0003855784,0.0001064003,0.9372183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946507,0.0006059955,0.00070124393,0.0009224289,0.0018977284,0.001221902],"domain_scores_gemma":[0.9978135,0.00020783216,0.00042678133,0.0008047203,0.00034639033,0.00040076405],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025035744,0.00050275575,0.0006288942,0.0002780204,0.0011000577,0.0051875357,0.0016853255,0.001169753,0.00379455],"category_scores_gemma":[0.00064772007,0.0005116281,0.00037789228,0.00020900788,0.0006826601,0.0008911817,0.0003291296,0.0012103888,0.002923423],"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":[0.000009389471,0.00006411141,0.0010878898,0.00009891312,0.000055054945,0.000003946497,0.0037091977,0.0000101226,0.0000025681961,0.0034210247,0.9823331,0.009204638],"study_design_scores_gemma":[0.0002538057,0.000029009336,0.00038727353,0.00013268484,0.00003340698,4.3360598e-7,0.0008928169,0.0000028910454,0.000019297135,0.0028439385,0.99482673,0.0005777107],"about_ca_topic_score_codex":0.050055463,"about_ca_topic_score_gemma":0.015623013,"teacher_disagreement_score":0.051455174,"about_ca_system_score_codex":0.0009892111,"about_ca_system_score_gemma":0.0014175617,"threshold_uncertainty_score":0.9997335},"labels":[],"label_agreement":null},{"id":"W4376467680","doi":"10.4337/9781843764342.00019","title":"INDIVIDUAL PIONEERS IN THE USA AND CANADA","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","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":"Environmental ethics; History; Political science; Philosophy","score_opus":0.05115108214672459,"score_gpt":0.2771268548640592,"score_spread":0.2259757727173346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467680","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":[0.006024106,0.0001825883,0.000010522115,0.0006707214,0.0011390698,0.0003297003,0.000031341,0.000042635074,0.99156934],"genre_scores_gemma":[0.38498884,0.000057827896,0.00019967023,0.004100131,0.0033305627,0.000024543919,0.000057340076,0.00011142598,0.6071297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744195,0.00008116985,0.0003106695,0.00036039195,0.0012593623,0.0005464674],"domain_scores_gemma":[0.99893814,0.00040313392,0.00014769632,0.00025909638,0.00008094315,0.00017095904],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029203258,0.0002571433,0.00026775626,0.00020966015,0.00047645395,0.0013951586,0.0008513466,0.00043632946,0.00013511072],"category_scores_gemma":[0.00032731312,0.00022115058,0.00006349264,0.000038998445,0.00025190215,0.00038441678,0.00013731071,0.00118607,0.0000050366793],"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":[0.00002220433,0.000010695044,0.017936982,0.000084843625,0.00013758415,0.00031078592,0.049639117,0.0000020513069,0.0000043477826,0.7667192,0.11209547,0.05303669],"study_design_scores_gemma":[0.00013675792,0.000011863231,0.0050681788,0.0000957651,0.000022562594,0.000004719125,0.0016733237,7.595233e-7,0.0000022415804,0.003014599,0.98965544,0.00031378953],"about_ca_topic_score_codex":0.92340827,"about_ca_topic_score_gemma":0.99645,"teacher_disagreement_score":0.87755996,"about_ca_system_score_codex":0.0003844886,"about_ca_system_score_gemma":0.0012833958,"threshold_uncertainty_score":0.9996415},"labels":[],"label_agreement":null},{"id":"W4376467681","doi":"10.4337/9781843768579.00005","title":"Abbreviations","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"National Institute of Child Health and Human Development; National Institute of Mental Health; Innovation and Networks Executive Agency; Johns Hopkins University Press; Organisation de Coopération et de Développement Économiques; Deutscher Akademischer Austauschdienst; Department for Environment, Food and Rural Affairs, UK Government; National Oceanic and Atmospheric Administration; York University; Institut Européen d'Administration des Affaires; London School of Economics and Political Science; Johns Hopkins University; Massachusetts Institute of Technology; National Institutes of Health; National Science Foundation","keywords":"Computer science","score_opus":0.03161352290306571,"score_gpt":0.23969490123060036,"score_spread":0.20808137832753465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467681","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":[0.000006540822,0.0007368784,0.00015684227,0.000676421,0.0023758758,0.000875699,0.0006353989,0.001498911,0.99303746],"genre_scores_gemma":[0.00041350187,0.000016807506,0.0018830035,0.0022436408,0.0017157304,0.00007625954,0.0006926935,0.0011479487,0.99181044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945929,0.00013049238,0.0011483796,0.0013706094,0.0017050093,0.0010526188],"domain_scores_gemma":[0.9952268,0.00027147986,0.001059866,0.002066457,0.0007942026,0.0005812076],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017706979,0.0011745911,0.0010946442,0.0011082652,0.00048572046,0.004178453,0.0015573106,0.0015589952,0.002934821],"category_scores_gemma":[0.0011184092,0.0012775956,0.00072656217,0.000075581076,0.00028763007,0.0015557457,0.00038525488,0.002897303,0.01502714],"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":[0.0000079657375,0.000010824074,0.000006600206,0.000045700584,0.00021370062,0.000039556497,0.00017946551,0.000002557173,0.000030646133,0.40388668,0.59055424,0.005022079],"study_design_scores_gemma":[0.00044198683,0.00003449414,0.000013855022,0.000350795,0.00023507152,0.000063279826,0.000010898865,0.0000055353453,0.000048798887,0.07370938,0.92389834,0.0011875607],"about_ca_topic_score_codex":0.00006355313,"about_ca_topic_score_gemma":0.00018502533,"teacher_disagreement_score":0.33334413,"about_ca_system_score_codex":0.00090600894,"about_ca_system_score_gemma":0.0006619038,"threshold_uncertainty_score":0.9997372},"labels":[],"label_agreement":null},{"id":"W4376467760","doi":"10.4337/9781845428006.00020","title":"Bibliography","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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; University of Oxford; University of Cambridge; Monash University; European Commission; Dartmouth College","keywords":"Bibliography; Library science; Computer science","score_opus":0.02634815989275279,"score_gpt":0.23813389526707276,"score_spread":0.21178573537431997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467760","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":[0.000018409026,0.0015118965,0.00004228808,0.00048114843,0.002088224,0.0008450862,0.00074518373,0.0030470174,0.9912208],"genre_scores_gemma":[0.000812267,0.00040640825,0.0022514123,0.0016353392,0.0072505334,0.00007185074,0.0006897182,0.0017965148,0.98508596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264634,0.00009344378,0.0013113158,0.0018556317,0.0025846385,0.0015086236],"domain_scores_gemma":[0.9944306,0.00025626027,0.0011663961,0.0024847,0.0008127906,0.00084926194],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019363848,0.0016099834,0.0013519402,0.052056305,0.0004167678,0.0071769166,0.0027169671,0.0021755125,0.0035047506],"category_scores_gemma":[0.00024361673,0.001707184,0.0014297912,0.0017810183,0.0005347597,0.002649817,0.0008817711,0.0039224573,0.0146691995],"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":[0.00004315546,0.000020196765,0.000036332134,0.00005405057,0.00047128156,0.000090143236,0.00011784084,0.000003166218,0.000060841427,0.115533784,0.86468714,0.01888208],"study_design_scores_gemma":[0.00066916423,0.00006789136,0.000065113076,0.00046752978,0.00026929536,0.00006811029,0.000009761601,0.000008403195,0.00007768577,0.0350593,0.9615157,0.001722033],"about_ca_topic_score_codex":0.0001673717,"about_ca_topic_score_gemma":0.0003312811,"teacher_disagreement_score":0.09682859,"about_ca_system_score_codex":0.00021617067,"about_ca_system_score_gemma":0.00033196146,"threshold_uncertainty_score":0.9996648},"labels":[],"label_agreement":null},{"id":"W4376467783","doi":"10.4337/9781843762973.00008","title":"Abbreviations","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"International Center for Responsible Gaming; European Commission; Centre for Economic Policy Research; Canadian Bee Research Fund; European Bank for Reconstruction and Development","keywords":"Philosophy","score_opus":0.03458491107183373,"score_gpt":0.24580725582020857,"score_spread":0.21122234474837484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376467783","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":[0.000010509223,0.0006247915,0.00018172678,0.00061985606,0.0019202324,0.00085594674,0.0006271134,0.002171889,0.99298793],"genre_scores_gemma":[0.0010112963,0.000033359534,0.0009032995,0.00096702506,0.0037609986,0.00007390796,0.0010217954,0.0011494544,0.99107885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944544,0.000089910274,0.0011698899,0.0013809483,0.0018015855,0.0011032769],"domain_scores_gemma":[0.99512756,0.0002961295,0.0010754351,0.0020931994,0.00080427696,0.00060337567],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015098114,0.0011787273,0.0011072702,0.0012549728,0.0004930916,0.004450077,0.0018967176,0.0015721569,0.004459016],"category_scores_gemma":[0.0008517593,0.0012784371,0.000742922,0.00008859595,0.00029364033,0.0017631993,0.00062291406,0.002967074,0.021591531],"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":[0.000015572356,0.000013833551,0.000014831652,0.000044404234,0.00025109478,0.000102708014,0.00023776534,0.000004155324,0.000029026856,0.41213843,0.57000244,0.017145766],"study_design_scores_gemma":[0.00045365875,0.00003821729,0.000031467403,0.00044802635,0.00023753334,0.00009951901,0.000012568664,0.00001317203,0.000019472871,0.073488876,0.9239705,0.0011869435],"about_ca_topic_score_codex":0.00016247075,"about_ca_topic_score_gemma":0.00042739004,"teacher_disagreement_score":0.35396814,"about_ca_system_score_codex":0.00094587816,"about_ca_system_score_gemma":0.0007366788,"threshold_uncertainty_score":0.99972403},"labels":[],"label_agreement":null},{"id":"W4376468144","doi":"10.4337/9781847205513.00023","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Electric Power System Optimization","field":"Engineering","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":"Index (typography); Computer science; World Wide Web","score_opus":0.009626945342920372,"score_gpt":0.21678760285666016,"score_spread":0.20716065751373977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468144","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":[0.00005044934,0.0018976551,0.10750234,0.000030820927,0.014331298,0.00041889888,0.00004531442,0.0010094999,0.8747137],"genre_scores_gemma":[0.06497996,0.00015968876,0.0024227956,0.00051403703,0.007003239,0.00015050334,0.0012560834,0.00091296603,0.92260075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695385,0.00007110616,0.0007429779,0.0005279241,0.0007654683,0.0009387067],"domain_scores_gemma":[0.9984079,0.0001324396,0.00019673521,0.00078085175,0.00022336323,0.0002587197],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008608035,0.0006230926,0.0006472558,0.0009450705,0.00011478153,0.0019428874,0.00097116036,0.0014565169,0.00070191745],"category_scores_gemma":[0.00015855348,0.0006944808,0.00018551383,0.00035649267,0.00003789929,0.000759789,0.00012052657,0.0018635682,0.0031768559],"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":[0.0000049403316,0.0000057912002,0.00000857393,0.00027248124,0.00013984497,0.0000143675725,0.00023231542,0.009136201,0.000029502879,0.00009844977,0.97849184,0.01156568],"study_design_scores_gemma":[0.00029638296,0.000020010904,0.0000150231435,0.00026506942,0.00002906484,0.00002798144,0.00001618331,0.0065174703,0.000538085,0.000039547267,0.9914712,0.00076403405],"about_ca_topic_score_codex":0.00010978508,"about_ca_topic_score_gemma":0.00005434127,"teacher_disagreement_score":0.10507955,"about_ca_system_score_codex":0.0006314992,"about_ca_system_score_gemma":0.0002216217,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W4376468150","doi":"10.4337/9781843769392.00001","title":"Front Matter","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Front (military); Geology; Oceanography","score_opus":0.022567009436114276,"score_gpt":0.2663331912159714,"score_spread":0.2437661817798571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468150","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":[0.00030375583,0.0011874341,0.00068023376,0.0003946224,0.018439984,0.0010144174,0.0012980995,0.0007920552,0.9758894],"genre_scores_gemma":[0.0012464237,0.000006777371,0.0022199568,0.0048329732,0.009615184,0.00015499945,0.0029026363,0.0014874717,0.9775336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094623,0.0004345564,0.0015346718,0.0020514943,0.0024632136,0.002569822],"domain_scores_gemma":[0.9942301,0.00033048322,0.001204955,0.002634513,0.0007444855,0.00085548713],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00337295,0.001601432,0.0016197352,0.0019269892,0.0004337059,0.009260748,0.0033775826,0.0027265002,0.10308152],"category_scores_gemma":[0.00049548567,0.0016151776,0.00075911847,0.0002467853,0.00035258126,0.0020563058,0.0011686368,0.005132239,0.85442],"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":[0.0000896185,0.000055975415,0.000082630366,0.00021741918,0.00033845654,0.00008556579,0.0007498111,0.00001249196,0.00017844365,0.000102468795,0.99417657,0.003910565],"study_design_scores_gemma":[0.0007374033,0.00004261502,0.00024013057,0.0005157532,0.0001389305,0.000069583744,0.00007852941,0.00000971874,0.00073524815,0.00020500648,0.99546105,0.00176601],"about_ca_topic_score_codex":0.0015087873,"about_ca_topic_score_gemma":0.00036355352,"teacher_disagreement_score":0.7513385,"about_ca_system_score_codex":0.0014458818,"about_ca_system_score_gemma":0.00096928846,"threshold_uncertainty_score":0.99967337},"labels":[],"label_agreement":null},{"id":"W4376468175","doi":"10.4337/9781848442719.00021","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.02496757569224593,"score_gpt":0.27809842185160355,"score_spread":0.2531308461593576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468175","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":[0.00025800784,0.0005435633,0.0014338704,0.0010480555,0.007636798,0.00038269765,0.00005564165,0.00016325504,0.9884781],"genre_scores_gemma":[0.028607095,0.001382105,0.00009577747,0.0017909516,0.0047902353,0.000041795563,0.00024459686,0.00007052653,0.96297693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996378,0.00024326866,0.00040426716,0.00053855975,0.0016510291,0.0007848651],"domain_scores_gemma":[0.9986327,0.00010546264,0.0003688318,0.00039929242,0.00023293527,0.00026075647],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00064991676,0.00030791535,0.00039816508,0.00016034092,0.00090011704,0.0020760584,0.0009610562,0.0010124465,0.0023050357],"category_scores_gemma":[0.00062071433,0.000319339,0.00018869662,0.00022134227,0.0003166289,0.0011743647,0.00015967259,0.00080615847,0.0032366163],"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":[0.000009978264,0.000019743866,0.00018316257,0.000020379102,0.000025890566,0.000011006323,0.004344009,0.000014372173,0.0000011823996,0.0062437393,0.9791436,0.009982892],"study_design_scores_gemma":[0.0002238184,0.000015401069,0.0001305129,0.00010073816,0.000012182842,0.0000014864163,0.00036439093,0.000008899574,0.00002632844,0.0004377552,0.99829394,0.00038454123],"about_ca_topic_score_codex":0.005887105,"about_ca_topic_score_gemma":0.0012744991,"teacher_disagreement_score":0.028349087,"about_ca_system_score_codex":0.0006000605,"about_ca_system_score_gemma":0.0014331037,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W4376468219","doi":"10.4337/9781848445208.00024","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.025979938351149822,"score_gpt":0.28649449086795803,"score_spread":0.2605145525168082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468219","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":[0.00059303734,0.00046106332,0.00012581312,0.0018918143,0.011049795,0.00040625306,0.00015031596,0.0001983659,0.9851235],"genre_scores_gemma":[0.01632532,0.00043814813,0.00012519573,0.0033605974,0.006243378,0.000052909985,0.00023027221,0.00008522231,0.9731389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964664,0.00033069466,0.0004229727,0.0005870799,0.0012811137,0.00091175904],"domain_scores_gemma":[0.9981858,0.00014554939,0.00032627216,0.0005627567,0.00038347425,0.00039615904],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000906345,0.00035654075,0.0004518036,0.00032463475,0.0015633252,0.0029842304,0.0014427193,0.0010001878,0.004712358],"category_scores_gemma":[0.0005303222,0.00034625997,0.00022723273,0.00023984407,0.00040415901,0.0009591479,0.00027801687,0.0012982843,0.0006281043],"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":[0.000003863908,0.00002456431,0.000045133595,0.000007660015,0.000063673426,0.000012156605,0.0052925292,0.0000026891423,0.0000021455671,0.029661296,0.9542471,0.01063715],"study_design_scores_gemma":[0.0002309396,0.000015658821,0.00036623472,0.000076184624,0.00001600427,0.0000011910015,0.00057241245,0.0000013988019,0.000010013303,0.000478125,0.997801,0.00043086117],"about_ca_topic_score_codex":0.021520957,"about_ca_topic_score_gemma":0.0075892727,"teacher_disagreement_score":0.043553837,"about_ca_system_score_codex":0.00037396696,"about_ca_system_score_gemma":0.001969315,"threshold_uncertainty_score":0.99989897},"labels":[],"label_agreement":null},{"id":"W4376468257","doi":"10.4337/9781847203175.00022","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03320788700189548,"score_gpt":0.20813260448058515,"score_spread":0.17492471747868968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468257","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":[0.00011487434,0.0027222293,0.00042047148,0.00026596896,0.030566204,0.00027556843,0.002695433,0.00010884678,0.9628304],"genre_scores_gemma":[0.004298631,0.00006526764,0.00018608998,0.0006178438,0.0022671418,0.000057246958,0.00044172446,0.00010159023,0.99196446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657834,0.000021267822,0.0011412005,0.0013029096,0.00010950596,0.0008467612],"domain_scores_gemma":[0.99782467,0.000067536326,0.0009784707,0.00087295333,0.00008670277,0.0001696432],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011464248,0.0005180762,0.0011367123,0.00076586095,0.00034179282,0.0034061447,0.0012050152,0.0007005427,0.028132482],"category_scores_gemma":[0.00018433535,0.00062315835,0.00041864775,0.00015213933,0.0002172844,0.000877149,0.0005590305,0.0008723572,0.21427055],"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":[0.0000055953597,0.00002350799,0.000243073,0.00005601972,0.00015315649,0.0000045411125,0.00025394539,0.00004922223,2.3235268e-7,0.018800085,0.9796765,0.0007341334],"study_design_scores_gemma":[0.00042055768,0.00001424007,0.00016361638,0.000049986687,0.00001075359,0.0000026224723,0.0000875183,0.00008603412,0.0000057809148,0.0041607255,0.99430513,0.00069302734],"about_ca_topic_score_codex":0.0023350487,"about_ca_topic_score_gemma":0.000082498445,"teacher_disagreement_score":0.18613806,"about_ca_system_score_codex":0.00037183406,"about_ca_system_score_gemma":0.00011255806,"threshold_uncertainty_score":0.999622},"labels":[],"label_agreement":null},{"id":"W4376468309","doi":"10.4337/9781849802093.00004","title":"Abbreviations","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Islamic Finance and Banking 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":"Computer science","score_opus":0.018961109965021768,"score_gpt":0.2058207317116717,"score_spread":0.18685962174664994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468309","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":[0.000082822444,0.00040951738,0.00004909757,0.0024923861,0.0014783009,0.00030859077,0.000010611687,0.0005477255,0.9946209],"genre_scores_gemma":[0.006684128,0.000037042297,0.0002175801,0.008059726,0.009216662,0.000019326566,0.00019654189,0.00013081767,0.9754382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785453,0.0000036175857,0.00050573284,0.00058346946,0.0005693687,0.0004832737],"domain_scores_gemma":[0.9984104,0.00004732391,0.00059118785,0.00055710506,0.00038719538,0.000006803062],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046919327,0.0005318689,0.0005738257,0.00054252346,0.0004926098,0.0030581835,0.00071002584,0.00044318914,0.00027550803],"category_scores_gemma":[0.00020872726,0.0005135415,0.00030957544,0.00005751955,0.00009898511,0.0019158028,0.00035101574,0.0008260681,0.0011266073],"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":[0.0000036338442,0.0000057777233,0.000012806975,0.00007323783,0.00004873752,0.000016985035,0.000036317666,9.829541e-7,0.0000017459071,0.59474444,0.25959876,0.14545657],"study_design_scores_gemma":[0.00016477742,0.0000063805724,0.00025113343,0.00036673775,0.00010924306,0.0000021108738,0.0000044139624,0.000010408145,0.0000012410459,0.23681453,0.76181275,0.00045627286],"about_ca_topic_score_codex":0.00011203618,"about_ca_topic_score_gemma":0.00016866047,"teacher_disagreement_score":0.502214,"about_ca_system_score_codex":0.00009521091,"about_ca_system_score_gemma":0.00007378829,"threshold_uncertainty_score":0.9997316},"labels":[],"label_agreement":null},{"id":"W4376468486","doi":"10.4337/9781845428013.00008","title":"Acknowledgements","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Universidad Nacional Autónoma de México; University of Ottawa","keywords":"Psychology","score_opus":0.027498992852137995,"score_gpt":0.23217668945358122,"score_spread":0.20467769660144322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468486","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":[0.0000697306,0.000113096976,0.00060547906,0.000025932752,0.0065170084,0.0002556429,0.000034385626,0.0012257027,0.991153],"genre_scores_gemma":[0.00062204705,0.0000121790135,0.00020678435,0.00012711555,0.005622636,0.000022708487,0.00039893467,0.00021933243,0.9927683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824697,0.000017076862,0.00045522477,0.00035476778,0.0005865172,0.00033945218],"domain_scores_gemma":[0.99897623,0.00002659828,0.00010337162,0.00047225095,0.00028923893,0.00013232195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003810849,0.00043287053,0.00033576423,0.0003460908,0.0001233196,0.00093927904,0.00040086368,0.0005961827,0.0666586],"category_scores_gemma":[0.00006197121,0.0004906209,0.00018663924,0.000015383926,0.000056201254,0.00047166884,0.0000835954,0.0008113419,0.05117621],"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":[0.0000013482666,0.0000031593147,0.0000023816162,0.00007701082,0.00006109318,0.000004055403,0.00013208977,0.00034414366,0.00004673424,0.00045671235,0.97760594,0.02126531],"study_design_scores_gemma":[0.00023776857,0.0000123399095,0.0000960898,0.00014407941,0.000050274215,0.000001688669,0.00000466556,0.0007868879,0.000024858897,0.0040411768,0.9941098,0.0004903599],"about_ca_topic_score_codex":5.1138744e-7,"about_ca_topic_score_gemma":0.00006637225,"teacher_disagreement_score":0.02077495,"about_ca_system_score_codex":0.00039989615,"about_ca_system_score_gemma":0.000060408467,"threshold_uncertainty_score":0.99975455},"labels":[],"label_agreement":null},{"id":"W4376468938","doi":"10.4337/9781781007587.00037","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02246441986204089,"score_gpt":0.23078641209635134,"score_spread":0.20832199223431044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468938","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":[0.046036948,0.00039364162,0.00000378035,0.001961071,0.0037195222,0.00033205832,0.00039578634,0.00013647889,0.9470207],"genre_scores_gemma":[0.11775333,0.00010037204,0.000055184097,0.004459602,0.016426105,0.000039571078,0.0024807665,0.000009365334,0.8586757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974846,0.00006966896,0.0005497309,0.0006815023,0.00034839832,0.0008660803],"domain_scores_gemma":[0.9986589,0.00024219416,0.00041277928,0.000148609,0.00016784396,0.00036965177],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006000183,0.0004992176,0.0005451771,0.000054638927,0.00034484762,0.0024100428,0.0012176763,0.0011201598,0.005543957],"category_scores_gemma":[0.00009202733,0.00017975926,0.00034555883,0.00017528275,0.00008078294,0.00049200095,0.00036775958,0.0011797523,0.0050401],"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":[0.000011785705,0.000014137809,0.00004556623,0.000013192579,0.000039014518,0.0000043989726,0.00006683347,0.0000025003762,0.00053240114,0.00047069835,0.8838335,0.114965916],"study_design_scores_gemma":[0.000094920724,0.00006240301,0.0022239373,0.000055324792,0.000012310108,0.000013566694,0.00007600091,0.0000058714977,0.00020087844,0.0002664956,0.9964141,0.0005741665],"about_ca_topic_score_codex":0.0034885174,"about_ca_topic_score_gemma":0.002191168,"teacher_disagreement_score":0.11439175,"about_ca_system_score_codex":0.00016121128,"about_ca_system_score_gemma":0.000059946164,"threshold_uncertainty_score":0.9986256},"labels":[],"label_agreement":null},{"id":"W4376468948","doi":"10.4337/9781781954539.00017","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Asian American and Pacific Histories","field":"Social Sciences","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":"European Commission; University of Toronto; University of Oxford; Yale University","keywords":"Computer science","score_opus":0.04182033928766502,"score_gpt":0.27627824152502534,"score_spread":0.23445790223736032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376468948","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":[5.5419616e-7,0.0011830889,0.00007133315,0.00063433865,0.0031318795,0.00028418258,0.0000773149,0.00058124866,0.9940361],"genre_scores_gemma":[0.0010250252,0.0004996698,0.0005306192,0.00042896674,0.003272992,0.000012771219,0.0000616774,0.00011268478,0.99405557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679226,0.00011854187,0.0003956549,0.00057608524,0.0015044381,0.00061304343],"domain_scores_gemma":[0.9976712,0.00013505686,0.00041182587,0.00058799604,0.00053329876,0.00066065515],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016941696,0.0004062384,0.00053944846,0.0063384394,0.00068413035,0.0018657364,0.0010423519,0.000786763,0.0014245027],"category_scores_gemma":[0.0003209845,0.00043123736,0.0003594933,0.00083814893,0.0014350273,0.0007619318,0.00013806275,0.0010386875,0.00050930656],"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":[0.000007437659,0.0000033764622,0.000014229015,0.000008356924,0.00004931049,0.000022157124,0.010307096,7.141553e-8,2.826746e-7,0.21890122,0.75549716,0.015189306],"study_design_scores_gemma":[0.00010789938,0.000033554497,0.0000016934362,0.00007887905,0.000039655934,0.000002261371,0.0023994008,1.6501403e-7,4.5444978e-7,0.044829447,0.95202076,0.0004858316],"about_ca_topic_score_codex":0.0019186654,"about_ca_topic_score_gemma":0.0013201577,"teacher_disagreement_score":0.1965236,"about_ca_system_score_codex":0.00018585504,"about_ca_system_score_gemma":0.00097617414,"threshold_uncertainty_score":0.9998139},"labels":[],"label_agreement":null},{"id":"W4376469015","doi":"10.4337/9781847204103.00018","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Index (typography); Computer science; World Wide Web","score_opus":0.021150085514845568,"score_gpt":0.2426438820178088,"score_spread":0.22149379650296322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469015","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":[0.0005747787,0.00021587811,0.002051434,0.0010193816,0.016965946,0.00030670728,0.000028826325,0.00022997175,0.97860706],"genre_scores_gemma":[0.08869101,0.000009685594,0.00016019683,0.017226398,0.048258595,0.000060599195,0.0016515657,0.00027757336,0.84366435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679214,0.000010597604,0.0006424578,0.000703981,0.0011023516,0.0007484711],"domain_scores_gemma":[0.9976273,0.00007470175,0.0007067047,0.0005355352,0.00102156,0.000034164044],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009644577,0.0005741643,0.0005415031,0.0013293151,0.00031441718,0.008596668,0.0013834236,0.00080205785,0.0058973045],"category_scores_gemma":[0.0003720163,0.0005486813,0.0002838425,0.0003226095,0.000098361845,0.0032634505,0.00072117464,0.0012818248,0.01863058],"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":[0.00003720251,0.000028284498,0.00016049751,0.00026072824,0.00008230273,0.000032632324,0.000022304599,0.00002756427,0.000009590757,0.02229802,0.9614053,0.015635617],"study_design_scores_gemma":[0.0004005573,0.0000034366687,0.00060867256,0.00025788997,0.000042012798,0.0000053609947,0.00003168502,0.0002620932,0.000013272762,0.0018555336,0.9958647,0.0006547731],"about_ca_topic_score_codex":0.003001662,"about_ca_topic_score_gemma":0.00023318968,"teacher_disagreement_score":0.1349427,"about_ca_system_score_codex":0.00015408901,"about_ca_system_score_gemma":0.00016408866,"threshold_uncertainty_score":0.9996965},"labels":[],"label_agreement":null},{"id":"W4376469053","doi":"10.4337/9781848445185.00019","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.046010004131165676,"score_gpt":0.2123892398456375,"score_spread":0.16637923571447183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469053","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":[0.00015987705,0.0036286206,0.00024701425,0.00026632854,0.031906497,0.00027459548,0.001960398,0.00010773543,0.9614489],"genre_scores_gemma":[0.004043452,0.00054468034,0.00018167771,0.0008594433,0.0019420104,0.00005737928,0.00024052884,0.00010236048,0.9920285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966005,0.000022361475,0.0010959678,0.0013210238,0.00011603462,0.0008441154],"domain_scores_gemma":[0.99773955,0.00007235272,0.0009370856,0.0009281186,0.00009328897,0.0002296229],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088435214,0.00052141264,0.0011983683,0.0007739516,0.0004555085,0.0020744686,0.0012872675,0.00070434326,0.03300412],"category_scores_gemma":[0.00028878287,0.00062572805,0.00044082975,0.00015653262,0.00028988306,0.0009454071,0.00061614165,0.0009680401,0.27495462],"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":[0.000007649973,0.00002215364,0.00018948046,0.000044528133,0.00021113842,0.000009224937,0.0008678004,0.000023797078,1.8417428e-7,0.009477512,0.98836327,0.0007832757],"study_design_scores_gemma":[0.00043924703,0.00001765005,0.00011197856,0.000047900056,0.000007745527,0.000009643264,0.00013793819,0.00006753365,0.0000056051626,0.0015112786,0.9969473,0.00069617626],"about_ca_topic_score_codex":0.00090712094,"about_ca_topic_score_gemma":0.000026747291,"teacher_disagreement_score":0.2419505,"about_ca_system_score_codex":0.00035551557,"about_ca_system_score_gemma":0.00015493321,"threshold_uncertainty_score":0.9996194},"labels":[],"label_agreement":null},{"id":"W4376469072","doi":"10.4337/9781848443273.00001","title":"Front Matter","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Kellogg's (Canada)","funders":"","keywords":"Front (military); Geology; Oceanography","score_opus":0.01849020585212245,"score_gpt":0.2524703422871479,"score_spread":0.2339801364350254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469072","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":[0.00021149182,0.0012910253,0.000190084,0.0010449907,0.0109179355,0.0010033692,0.0011619559,0.0008435998,0.98333555],"genre_scores_gemma":[0.0014552551,0.00000993882,0.0017747876,0.006473969,0.008031499,0.000160907,0.0029796888,0.0010660345,0.9780479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917577,0.0005635444,0.0013538179,0.0020474617,0.00210019,0.0021772669],"domain_scores_gemma":[0.99466145,0.00018155432,0.0011351716,0.002679826,0.0005998612,0.00074213994],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017533662,0.0016105237,0.0017079646,0.0013478285,0.0004240991,0.011285784,0.003459327,0.0022886426,0.074211724],"category_scores_gemma":[0.0004033643,0.0016113827,0.000770028,0.00019974408,0.00023729388,0.0022657744,0.0007521392,0.004519554,0.82353795],"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":[0.00006391142,0.000064808104,0.000027292093,0.00012919959,0.00024383723,0.000056307577,0.00060375954,0.000021693611,0.00017700961,0.000092910006,0.9913725,0.0071467743],"study_design_scores_gemma":[0.0007329446,0.00006870988,0.00031710876,0.0005634434,0.00014718114,0.00006143685,0.000041493626,0.000013855263,0.00040322906,0.00055418,0.99533284,0.0017635699],"about_ca_topic_score_codex":0.0008537597,"about_ca_topic_score_gemma":0.00017461911,"teacher_disagreement_score":0.7493262,"about_ca_system_score_codex":0.0012053864,"about_ca_system_score_gemma":0.0009939718,"threshold_uncertainty_score":0.99966425},"labels":[],"label_agreement":null},{"id":"W4376469153","doi":"10.4337/9781849801911.00019","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.023428110907884058,"score_gpt":0.29897219188862517,"score_spread":0.2755440809807411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469153","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":[0.000065496955,0.0010936266,0.00012801713,0.0075871656,0.0077602584,0.00039581495,0.00006123587,0.0001859235,0.98272246],"genre_scores_gemma":[0.02591752,0.00015114568,0.0001592621,0.0013680356,0.009644641,0.00003129581,0.00013368553,0.00004982961,0.96254456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969882,0.00027013346,0.0003863192,0.00052610633,0.0010360712,0.00079321786],"domain_scores_gemma":[0.99846846,0.0001466555,0.00027941505,0.00043336197,0.00038073573,0.00029137998],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010155726,0.000329197,0.00046582747,0.00026137818,0.001927851,0.0034306159,0.00084746437,0.00091525435,0.0018705976],"category_scores_gemma":[0.0004976965,0.0003045156,0.00028562048,0.00023104744,0.00039942245,0.000747777,0.00019338928,0.0011367344,0.001558818],"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":[0.000004705657,0.00001366763,0.0000087091885,0.00001538086,0.000054643573,0.000008445913,0.0057833632,0.000010040467,7.025402e-7,0.012028387,0.9579848,0.024087137],"study_design_scores_gemma":[0.00016287173,0.000021247239,0.000118868345,0.00009203995,0.000029272489,0.0000014933433,0.001017777,0.0000036362785,0.0000026126868,0.0014143316,0.9967454,0.00039043548],"about_ca_topic_score_codex":0.00796888,"about_ca_topic_score_gemma":0.005637069,"teacher_disagreement_score":0.0387606,"about_ca_system_score_codex":0.00036652692,"about_ca_system_score_gemma":0.0011906947,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W4376469171","doi":"10.4337/9780857939890.00020","title":"Bibliography","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Directorate-General for Employment, Social Affairs and Inclusion; European Commission; University of Cambridge; Princeton University; Vanderbilt University; University of Oxford; University of Toronto; U.S. Department of the Treasury","keywords":"Bibliography; Library science; Computer science","score_opus":0.04082292711864624,"score_gpt":0.23154231899550037,"score_spread":0.19071939187685413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469171","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":[0.000014767441,0.001005888,0.0000724976,0.00010218561,0.0028218646,0.00082949415,0.0006423116,0.0028405392,0.9916704],"genre_scores_gemma":[0.0013392929,0.0003475423,0.0013191267,0.00094344106,0.0029646645,0.00008423607,0.0005487269,0.0019142446,0.9905387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934129,0.00010070596,0.0012189428,0.0018183778,0.0020190692,0.0014300015],"domain_scores_gemma":[0.9941499,0.00019070714,0.0012435482,0.0026711565,0.00089667225,0.0008479997],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019316514,0.001570707,0.0013334745,0.05034337,0.00038353723,0.0047873026,0.0029387516,0.0021984598,0.0044011637],"category_scores_gemma":[0.00023386152,0.001625648,0.0013861046,0.0015796887,0.0006300352,0.002331725,0.0010208465,0.0036198548,0.015308514],"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":[0.0000551154,0.000019008769,0.00005754529,0.00006637814,0.0005115672,0.00011536387,0.00022103442,1.8409858e-7,0.00004510481,0.21473472,0.77680224,0.0073717544],"study_design_scores_gemma":[0.00046918046,0.00008567582,0.00008611455,0.0004274103,0.00027066292,0.000051732062,0.000007419147,0.0000011294211,0.00011053906,0.16193731,0.8350783,0.0014745034],"about_ca_topic_score_codex":0.0004894862,"about_ca_topic_score_gemma":0.0002381019,"teacher_disagreement_score":0.0582761,"about_ca_system_score_codex":0.0001222501,"about_ca_system_score_gemma":0.00030490808,"threshold_uncertainty_score":0.9997041},"labels":[],"label_agreement":null},{"id":"W4376469214","doi":"10.4337/9781781007778.00019","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02181811462879923,"score_gpt":0.2857936554776905,"score_spread":0.26397554084889124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469214","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":[0.00006760059,0.00062253507,0.00005004272,0.014136747,0.0044247857,0.00030470884,0.00040715077,0.00010965289,0.97987676],"genre_scores_gemma":[0.0075094732,0.00012535536,0.00006000611,0.0141155105,0.009548201,0.000023131879,0.00007763611,0.000055232966,0.9684855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667317,0.00026691466,0.0003751758,0.00057497027,0.0010489346,0.0010608318],"domain_scores_gemma":[0.9981382,0.00015747904,0.0003913894,0.0005452721,0.00018902359,0.0005786492],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010596251,0.0003476276,0.0004626573,0.0002878504,0.00080183364,0.0038976297,0.0015099379,0.0011398778,0.0025043474],"category_scores_gemma":[0.001083353,0.00039469844,0.00024251667,0.00022439283,0.00032328712,0.00090936275,0.00010204222,0.0014275985,0.0030928962],"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":[0.0000059661115,0.0000075567154,0.000004987737,0.000015999136,0.000023612823,0.000013356278,0.0037398105,0.000002882097,7.5783885e-7,0.017540328,0.9457451,0.03289964],"study_design_scores_gemma":[0.00016620108,0.000016184558,0.00013098659,0.00014103187,0.000013186926,0.000001956269,0.00012830415,0.0000015772775,0.0000075092867,0.0026191303,0.9963101,0.0004638378],"about_ca_topic_score_codex":0.2520001,"about_ca_topic_score_gemma":0.1468043,"teacher_disagreement_score":0.10519581,"about_ca_system_score_codex":0.00070765044,"about_ca_system_score_gemma":0.0032422792,"threshold_uncertainty_score":0.9998505},"labels":[],"label_agreement":null},{"id":"W4376469232","doi":"10.4337/9780857934338.00004","title":"Boxes","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.04492784605760562,"score_gpt":0.20144685865987025,"score_spread":0.15651901260226464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469232","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":[0.000103087084,0.0062545766,0.00018814801,0.0003931455,0.0023183734,0.00018657057,0.0002881569,0.000136189,0.99013174],"genre_scores_gemma":[0.04477771,0.00040701637,0.00023934906,0.00088698743,0.00270275,0.000012745868,0.00016813262,0.0001789578,0.9506264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976625,0.0000030768022,0.00095806783,0.0006375546,0.00013416502,0.000604668],"domain_scores_gemma":[0.9978578,0.000038192593,0.0009029147,0.0008483448,0.000085128464,0.0002676219],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010272709,0.00046769818,0.00081701204,0.0005158259,0.00018622154,0.001262669,0.00069547334,0.0006859098,0.00510452],"category_scores_gemma":[0.00007113235,0.0005327116,0.00038314034,0.000026998334,0.00010442249,0.0008589283,0.00022694067,0.0009590183,0.0026771037],"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":[0.0000046282357,0.00000928483,0.00090562523,0.000046586883,0.00012493899,0.0000081136595,0.00021597224,0.0000040491523,2.9361692e-7,0.91492355,0.075362824,0.008394159],"study_design_scores_gemma":[0.00015534944,0.00002129768,0.00032516444,0.00006897971,0.00002262248,0.000007969208,0.0000044923927,0.00009141215,0.0000040966675,0.10201747,0.8966823,0.00059884763],"about_ca_topic_score_codex":0.00021021534,"about_ca_topic_score_gemma":0.00005374822,"teacher_disagreement_score":0.82131946,"about_ca_system_score_codex":0.00017305794,"about_ca_system_score_gemma":0.0000644564,"threshold_uncertainty_score":0.9997741},"labels":[],"label_agreement":null},{"id":"W4376469278","doi":"10.4337/9781847201805.00006","title":"Contributors","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology","score_opus":0.022745242064561966,"score_gpt":0.180617734878949,"score_spread":0.15787249281438703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469278","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":[0.000088709654,0.0009434523,0.00044219758,0.00057206076,0.0031312383,0.0003799379,0.00077332516,0.00019648002,0.9934726],"genre_scores_gemma":[0.009242644,0.000036712165,0.00037463475,0.0011031101,0.0017036165,0.000028136066,0.0004338102,0.00018045968,0.9868969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997057,0.000009088504,0.0013229811,0.0008445835,0.00009792162,0.0006684223],"domain_scores_gemma":[0.9980273,0.00007166356,0.0010610458,0.0005445365,0.00009409448,0.000201323],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015383,0.00052664283,0.001083648,0.0004989561,0.00029357473,0.0013957343,0.0007079752,0.0010670755,0.0014950735],"category_scores_gemma":[0.00013367989,0.00069603947,0.00043721826,0.000021918442,0.00014420143,0.00051412615,0.00020312147,0.00093285023,0.0035338018],"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":[0.0000039202105,0.0000056675767,0.0002013448,0.000019308349,0.00012331102,0.000017439628,0.00022377739,0.000001741079,7.6714414e-8,0.7311303,0.2662927,0.0019804165],"study_design_scores_gemma":[0.00032118883,0.000014341541,0.00027508332,0.00004304211,0.000009631424,0.0000032995777,0.0000075716457,0.0000075330454,0.0000030104375,0.24851957,0.7501858,0.0006099573],"about_ca_topic_score_codex":0.0003517858,"about_ca_topic_score_gemma":0.0000904622,"teacher_disagreement_score":0.48389307,"about_ca_system_score_codex":0.0008890797,"about_ca_system_score_gemma":0.00021860148,"threshold_uncertainty_score":0.99964094},"labels":[],"label_agreement":null},{"id":"W4376469282","doi":"10.4337/9781847200280.00013","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.020309338423436286,"score_gpt":0.28715482798664926,"score_spread":0.26684548956321297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469282","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":[0.00009671225,0.0009526998,0.00019628182,0.0039239824,0.010037005,0.00039152792,0.000121197016,0.0001831756,0.9840974],"genre_scores_gemma":[0.026227087,0.000049673126,0.00013147625,0.00051625713,0.010831609,0.000052154748,0.00025843387,0.000064544285,0.96186876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996974,0.0002575826,0.0004084861,0.0005248484,0.0010439742,0.0007911211],"domain_scores_gemma":[0.9985194,0.00017127693,0.00029582728,0.00041150284,0.000386482,0.00021551576],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009188219,0.0003279674,0.00044658597,0.00026084663,0.0019831762,0.0034652695,0.0007767123,0.00091015466,0.0016248677],"category_scores_gemma":[0.00033367652,0.00030557154,0.00028544155,0.00022653886,0.0005181911,0.0006818882,0.0002638593,0.0010334749,0.0014551972],"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":[0.000003258529,0.000013394387,0.000031790274,0.00002447714,0.000054024877,0.000007885003,0.0029008503,0.000022058532,6.6693536e-7,0.010698407,0.98089916,0.005344028],"study_design_scores_gemma":[0.00016430805,0.00001094928,0.0001364504,0.000075195945,0.000030103192,0.0000011457581,0.000708869,0.000004765969,0.0000027595418,0.00089497596,0.9975781,0.00039238858],"about_ca_topic_score_codex":0.036526863,"about_ca_topic_score_gemma":0.017746843,"teacher_disagreement_score":0.026130375,"about_ca_system_score_codex":0.00038913314,"about_ca_system_score_gemma":0.001128691,"threshold_uncertainty_score":0.9999396},"labels":[],"label_agreement":null},{"id":"W4376469316","doi":"10.4337/9781781004593.00005","title":"Tables","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","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":"Computer science","score_opus":0.019727017663300137,"score_gpt":0.23376031211654894,"score_spread":0.2140332944532488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469316","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":[0.00006851033,0.000564633,0.0001746338,0.0018420725,0.0011079103,0.0005607376,0.000040624785,0.0004266898,0.99521416],"genre_scores_gemma":[0.008876049,0.00004172509,0.00053912937,0.00356754,0.0021220138,0.000023109778,0.00051618554,0.00023874204,0.9840755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725884,0.000023619601,0.00054060115,0.0007421707,0.0008643355,0.0005704463],"domain_scores_gemma":[0.9979425,0.00009564727,0.00026468423,0.000966896,0.0003404421,0.0003897968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005314328,0.0005969185,0.0008940502,0.00040161368,0.00014426582,0.0007605824,0.00044835111,0.0009238798,0.0018226228],"category_scores_gemma":[0.0003233205,0.0005314216,0.00044808938,0.0000230669,0.00018995168,0.00021182199,0.00020543172,0.0014282075,0.00043596284],"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":[0.00008550137,0.000025379204,0.000105312014,0.00045787587,0.00045538836,0.000108273416,0.00029814846,6.5755876e-7,0.00009885975,0.12761354,0.7794994,0.09125166],"study_design_scores_gemma":[0.00083262497,0.00016224144,0.00007129407,0.0005366369,0.0003042972,0.00010313034,0.000030403104,0.000008662907,0.00007200008,0.013107853,0.98423785,0.0005329961],"about_ca_topic_score_codex":0.000095060255,"about_ca_topic_score_gemma":0.0000876151,"teacher_disagreement_score":0.20473845,"about_ca_system_score_codex":0.00012386609,"about_ca_system_score_gemma":0.0004300107,"threshold_uncertainty_score":0.9997137},"labels":[],"label_agreement":null},{"id":"W4376469417","doi":"10.4337/9781783474721.00006","title":"Abbreviations","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"European Commission; European Food Safety Authority; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Computer science","score_opus":0.027426643955143982,"score_gpt":0.2361966465120629,"score_spread":0.2087700025569189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469417","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":[0.00000775497,0.00031993695,0.0007509434,0.00058409944,0.002145771,0.0007585762,0.0004747082,0.0020158982,0.99294233],"genre_scores_gemma":[0.002669513,0.000008069617,0.0013567564,0.0012640321,0.0041935593,0.00007109685,0.00090642914,0.0011388141,0.98839176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946803,0.00012287259,0.001142202,0.0013483653,0.0017181649,0.0009881381],"domain_scores_gemma":[0.99478996,0.0004093926,0.0011802146,0.0022439514,0.00079487654,0.0005816281],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0021207663,0.0011320681,0.001176872,0.001096681,0.0004628345,0.004332104,0.0019529162,0.0015268514,0.0021889757],"category_scores_gemma":[0.0012284722,0.0012019381,0.00072792306,0.00005431534,0.00030264555,0.00096745614,0.00064518926,0.0027332292,0.02558883],"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":[0.000009864011,0.0000055033543,0.000006231869,0.000059276008,0.00017943313,0.00001693387,0.00017057193,0.0000032661171,0.000031490836,0.4925349,0.49138427,0.015598266],"study_design_scores_gemma":[0.0004352249,0.000044553988,0.000027508699,0.00047424805,0.00023501778,0.000037753358,0.000005878367,0.000028287634,0.000031559484,0.059640374,0.9378779,0.0011616712],"about_ca_topic_score_codex":0.000097612945,"about_ca_topic_score_gemma":0.0002804894,"teacher_disagreement_score":0.44649366,"about_ca_system_score_codex":0.0006830544,"about_ca_system_score_gemma":0.0005873642,"threshold_uncertainty_score":0.9997694},"labels":[],"label_agreement":null},{"id":"W4376469484","doi":"10.4337/9781782546818.00005","title":"Tables","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.0479686541681212,"score_gpt":0.19681473908074368,"score_spread":0.14884608491262247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469484","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":[0.00016892714,0.00058100204,0.0037415877,0.0010085915,0.0011671528,0.00022673822,0.00019986958,0.00040491542,0.9925012],"genre_scores_gemma":[0.043304924,0.00003133858,0.0011058535,0.0014935432,0.0009410378,0.000026384747,0.00024216801,0.00013021327,0.9527245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760634,0.0000050664817,0.0010876418,0.00082380185,0.000062011764,0.00041511928],"domain_scores_gemma":[0.99790883,0.00007625929,0.0010499434,0.0007772691,0.000084844316,0.0001028256],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00099877,0.00040782764,0.00083137344,0.0005764146,0.00015136381,0.0010838988,0.0008124484,0.0011826536,0.0022211152],"category_scores_gemma":[0.000325614,0.000474015,0.00024113656,0.000033052977,0.00015112168,0.0004088311,0.0002754337,0.001035606,0.0026896168],"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":[0.0000029134253,0.000004156589,0.00010556588,0.000026401294,0.00006695383,0.0000029698515,0.000021290183,0.0000012395365,0.0000010432334,0.9196909,0.066775486,0.013301048],"study_design_scores_gemma":[0.000119388395,0.000022304936,0.000023468476,0.00003300501,0.000004446677,0.000002421433,0.0000019358079,0.000036529676,0.000008984665,0.46334544,0.5361006,0.000301472],"about_ca_topic_score_codex":0.00008690387,"about_ca_topic_score_gemma":0.00002978459,"teacher_disagreement_score":0.46932513,"about_ca_system_score_codex":0.00022330339,"about_ca_system_score_gemma":0.000035793862,"threshold_uncertainty_score":0.9999531},"labels":[],"label_agreement":null},{"id":"W4376469494","doi":"10.4337/9781783474721.00021","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","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":"Index (typography); Computer science; World Wide Web","score_opus":0.022992630592934934,"score_gpt":0.27605701147310796,"score_spread":0.253064380880173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469494","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":[0.00067397236,0.0043147267,0.0011066707,0.0015534777,0.006479332,0.00059347186,0.000051441883,0.00025557127,0.98497134],"genre_scores_gemma":[0.16071168,0.00007097773,0.00096470874,0.004502915,0.00600765,0.00008257881,0.00078228785,0.00028925476,0.826588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681824,0.00008976464,0.00065983675,0.00083540217,0.000836701,0.00076006824],"domain_scores_gemma":[0.9975604,0.00014646715,0.00032931528,0.0010932103,0.00039233852,0.00047828376],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00076347886,0.0005807003,0.0010764847,0.0004693947,0.00019149561,0.0014723613,0.00057857117,0.0010692092,0.002927843],"category_scores_gemma":[0.0004599856,0.00052938925,0.00040337472,0.00012490836,0.000114765426,0.00026026278,0.00036339337,0.0023792333,0.0045694923],"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":[0.00008053627,0.00004147132,0.00027380412,0.0006831025,0.00075259514,0.00003446131,0.00021901571,0.0000043207,0.00009766727,0.0002503704,0.9416288,0.055933848],"study_design_scores_gemma":[0.0011141528,0.0001268875,0.00026366214,0.0009972801,0.00046062013,0.00009211143,0.000018907544,0.00011595149,0.0001134644,0.00006944271,0.9960888,0.0005387426],"about_ca_topic_score_codex":0.00042900367,"about_ca_topic_score_gemma":0.000085896674,"teacher_disagreement_score":0.1600377,"about_ca_system_score_codex":0.00019583503,"about_ca_system_score_gemma":0.0007274347,"threshold_uncertainty_score":0.99992234},"labels":[],"label_agreement":null},{"id":"W4376469523","doi":"10.4337/9781849802376.00016","title":"Bibliography","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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 Oxford; Joseph Rowntree Foundation; Queen's University; University of Cambridge; International Labour Organization; McGill University","keywords":"Computer science","score_opus":0.025644691413174752,"score_gpt":0.2370283513566398,"score_spread":0.21138365994346506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469523","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":[0.000013389354,0.0012119956,0.000032887063,0.00043635312,0.0017417347,0.00085695955,0.0005039737,0.0031273793,0.9920753],"genre_scores_gemma":[0.00067354186,0.00033200358,0.0016915562,0.0021555126,0.0037899078,0.00004044426,0.0007249414,0.0013210775,0.98927104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276173,0.00009995476,0.001256757,0.0018435976,0.002559683,0.0014782996],"domain_scores_gemma":[0.99448663,0.00021687773,0.0011544361,0.002479193,0.0008325902,0.0008302651],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019180776,0.0016081254,0.0014112705,0.052593842,0.00041832455,0.0076195486,0.0026796018,0.0021685676,0.001413029],"category_scores_gemma":[0.0002607211,0.0016952739,0.0014382997,0.0019989137,0.00042959405,0.0022705086,0.00056140515,0.0038460298,0.007947984],"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":[0.000048202237,0.000021047674,0.000020711572,0.00004459176,0.00034471267,0.00015836276,0.0000940003,0.0000015892524,0.000071692215,0.10926285,0.851383,0.03854926],"study_design_scores_gemma":[0.00057858817,0.000120130964,0.00010834912,0.0005074868,0.00023951996,0.00006278313,0.0000070182664,0.000004242724,0.00007178843,0.1216572,0.8750853,0.0015576222],"about_ca_topic_score_codex":0.0001479765,"about_ca_topic_score_gemma":0.00014689117,"teacher_disagreement_score":0.050594926,"about_ca_system_score_codex":0.00017145285,"about_ca_system_score_gemma":0.00031180313,"threshold_uncertainty_score":0.99966663},"labels":[],"label_agreement":null},{"id":"W4376469558","doi":"10.4337/9781847200235.00014","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.015767648974787808,"score_gpt":0.20811749875958355,"score_spread":0.19234984978479575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469558","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":[0.047355738,0.00036308728,0.00000177024,0.0024076912,0.0029116513,0.00031853296,0.0006755433,0.0001394233,0.9458266],"genre_scores_gemma":[0.114213996,0.00004112177,0.000032005562,0.0019316958,0.0134460805,0.00005803461,0.004134009,0.000007632628,0.8661354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997668,0.000084490355,0.00051819807,0.0006798987,0.0003040477,0.0007453252],"domain_scores_gemma":[0.9988976,0.00016379885,0.00041275963,0.00014346188,0.00013992467,0.00024246142],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030053608,0.0004999098,0.0005488385,0.00003938823,0.00034718978,0.0029114047,0.0011427791,0.0009509194,0.0035348735],"category_scores_gemma":[0.000051671726,0.00017999488,0.00034978875,0.00014167701,0.00007275861,0.00049102237,0.00033353432,0.00095827424,0.0038508044],"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":[0.0000059130357,0.000015459182,0.000058554728,0.000012650547,0.00002797112,0.000002762628,0.00002701687,0.000008666006,0.0004825493,0.00037734877,0.9522694,0.04671171],"study_design_scores_gemma":[0.00009495292,0.000050193925,0.003293357,0.00004908206,0.000013281921,0.00000933024,0.000029754747,0.000010602018,0.00012124412,0.00041712113,0.99533653,0.0005745469],"about_ca_topic_score_codex":0.009382837,"about_ca_topic_score_gemma":0.0034294114,"teacher_disagreement_score":0.079691134,"about_ca_system_score_codex":0.00014541682,"about_ca_system_score_gemma":0.000058198286,"threshold_uncertainty_score":0.99812365},"labels":[],"label_agreement":null},{"id":"W4376469859","doi":"10.4337/9781783476817.00025","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Crime Patterns and Interventions","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.07359666827851952,"score_gpt":0.35948680127228994,"score_spread":0.2858901329937704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469859","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":[0.0002928319,0.00064611307,0.0004346991,0.001777704,0.013465416,0.00034131404,0.00017484475,0.00017445852,0.9826926],"genre_scores_gemma":[0.028649794,0.00003226655,0.00007535175,0.00060155295,0.0062845917,0.000060498507,0.0002750142,0.00007480695,0.9639461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667746,0.0004049869,0.00047643878,0.0005415379,0.0011631498,0.0007364467],"domain_scores_gemma":[0.99793416,0.000093863564,0.0003359982,0.00053981243,0.0006371103,0.00045903126],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021251924,0.00031798714,0.00044305617,0.0003522558,0.00063794584,0.0049385335,0.0014110636,0.00086726656,0.02510617],"category_scores_gemma":[0.000785406,0.00032847893,0.00036724636,0.00015189059,0.00029025244,0.00096988166,0.00033227203,0.00124036,0.008111194],"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":[0.000004694692,0.000025823254,0.000054249278,0.000030450605,0.000055302513,0.0000045408433,0.0048468295,0.0000017400675,0.0000013936075,0.0017775085,0.98165476,0.011542704],"study_design_scores_gemma":[0.00020113726,0.000029215616,0.00003260904,0.00020973172,0.000027109845,0.000001369427,0.0017136261,0.0000043058717,0.0000083314235,0.001072964,0.99631524,0.0003843466],"about_ca_topic_score_codex":0.02291852,"about_ca_topic_score_gemma":0.008140346,"teacher_disagreement_score":0.028356962,"about_ca_system_score_codex":0.0005026425,"about_ca_system_score_gemma":0.0013422995,"threshold_uncertainty_score":0.99991673},"labels":[],"label_agreement":null},{"id":"W4376469885","doi":"10.4337/9780857934727.00008","title":"Abbreviations","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"American International Group; Alberta Biodiversity Monitoring Institute; European Bank for Reconstruction and Development","keywords":"Computer science","score_opus":0.03812362104377975,"score_gpt":0.24504156220373186,"score_spread":0.2069179411599521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469885","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":[0.000010435121,0.0020569006,0.000107132975,0.00039150578,0.00252606,0.00081379345,0.0007369102,0.0018423225,0.9915149],"genre_scores_gemma":[0.0035024658,0.000025216448,0.0013704194,0.00074522616,0.005756944,0.000081956445,0.0010099832,0.0011888931,0.9863189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482834,0.0000973584,0.001067643,0.0010471748,0.0016901578,0.0012693193],"domain_scores_gemma":[0.9951553,0.00030455,0.0010950263,0.0020063566,0.0006749449,0.0007638278],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00198481,0.0011245053,0.0010395318,0.0010468927,0.00045254902,0.003322279,0.0016886845,0.0015682674,0.0043178005],"category_scores_gemma":[0.0007263612,0.0011915014,0.00069922756,0.000058288966,0.0002802026,0.002509807,0.00070841075,0.0028692393,0.03250988],"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":[0.000012257512,0.000016613325,0.000023947083,0.000066221546,0.00027781667,0.000017852373,0.00045463978,0.0000010678564,0.00006235647,0.48668203,0.4834395,0.028945712],"study_design_scores_gemma":[0.00035686206,0.000024548835,0.00007407653,0.0003521906,0.0003354698,0.00005016764,0.000011046036,0.0000045955944,0.000047078647,0.034754403,0.9627994,0.0011901683],"about_ca_topic_score_codex":0.000096847885,"about_ca_topic_score_gemma":0.00017750468,"teacher_disagreement_score":0.4793599,"about_ca_system_score_codex":0.0008514475,"about_ca_system_score_gemma":0.0005803388,"threshold_uncertainty_score":0.9997279},"labels":[],"label_agreement":null},{"id":"W4376469978","doi":"10.4337/9780857937728.00023","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Innovation and Socioeconomic Development","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02289966315073222,"score_gpt":0.22763153396113034,"score_spread":0.20473187081039812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376469978","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":[0.0009226381,0.000118143995,0.00031041825,0.0014811436,0.020855619,0.00034493016,0.0000126338955,0.0002287656,0.9757257],"genre_scores_gemma":[0.06252364,0.0000053876356,0.00021919738,0.023903543,0.02447879,0.00010715022,0.0013243887,0.00019110508,0.8872468],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997527,0.000016647185,0.00068957027,0.0005176651,0.00047897754,0.0007701095],"domain_scores_gemma":[0.9982864,0.00003621784,0.00074589485,0.00048495978,0.00041048304,0.000036042868],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012554356,0.0004968038,0.00052600587,0.00078618305,0.0003633934,0.0061128065,0.0009174277,0.0007278809,0.011960578],"category_scores_gemma":[0.00016067861,0.0005062241,0.00017680154,0.0001879827,0.000076011995,0.003341048,0.0006112921,0.0010996048,0.04625824],"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":[0.000007529226,0.000019305946,0.00035435107,0.00018340122,0.0000809478,0.0000019656447,0.00015542173,0.0000029140404,0.0000027264362,0.01929491,0.96330476,0.016591784],"study_design_scores_gemma":[0.000360446,0.0000013417978,0.00063669897,0.00008275219,0.000025897354,0.000001509239,0.00012553761,0.00003602253,0.000006696256,0.0007264003,0.9973562,0.00064051175],"about_ca_topic_score_codex":0.0005144222,"about_ca_topic_score_gemma":0.000048166534,"teacher_disagreement_score":0.088478915,"about_ca_system_score_codex":0.00026518927,"about_ca_system_score_gemma":0.00026228093,"threshold_uncertainty_score":0.99973893},"labels":[],"label_agreement":null},{"id":"W4376475980","doi":"10.4337/9780857933652.00033","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.0315403648472932,"score_gpt":0.21123084488226132,"score_spread":0.17969048003496813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376475980","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":[0.002518369,0.0038103454,0.001020081,0.0013969975,0.014860695,0.0005569097,0.00070914277,0.00013211256,0.9749954],"genre_scores_gemma":[0.108705565,0.000118725584,0.00038974208,0.0015076636,0.0052997856,0.0001896305,0.00048815968,0.00021118141,0.88308954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619156,0.000054511846,0.0012458223,0.0014678177,0.000088083725,0.0009521789],"domain_scores_gemma":[0.9968741,0.00011091702,0.0012058628,0.0013517436,0.00010919674,0.00034820562],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013525502,0.0006222539,0.0012880127,0.00074073626,0.0002404237,0.0034589248,0.0013996462,0.0011595367,0.013628992],"category_scores_gemma":[0.00053114636,0.00076318503,0.00039158305,0.00013467779,0.00013974169,0.0017820527,0.0004318937,0.0018024568,0.08789803],"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":[0.00000816102,0.000027113461,0.0011722544,0.00013000582,0.00014436986,0.000002153188,0.00024496892,0.000010146972,0.000001866621,0.027768733,0.9659941,0.004496131],"study_design_scores_gemma":[0.00037866083,0.000032637166,0.00071056106,0.00004776507,0.0000072511716,0.0000072609323,0.000018508083,0.000112560345,0.000035792644,0.029942764,0.96786016,0.0008460654],"about_ca_topic_score_codex":0.0026337889,"about_ca_topic_score_gemma":0.00006400389,"teacher_disagreement_score":0.106187195,"about_ca_system_score_codex":0.00033831655,"about_ca_system_score_gemma":0.00019656535,"threshold_uncertainty_score":0.9994819},"labels":[],"label_agreement":null},{"id":"W4376476025","doi":"10.4337/9780857931023.00036","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.03902437377001677,"score_gpt":0.2097695173154037,"score_spread":0.17074514354538692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476025","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":[0.00015847918,0.0025755663,0.0002575144,0.00038053124,0.03360195,0.00038029536,0.001492215,0.000102373946,0.96105105],"genre_scores_gemma":[0.0035149036,0.00014805427,0.00020498183,0.0009449364,0.0018322376,0.000112691414,0.00021833915,0.000101986814,0.9929219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662524,0.000022584523,0.001091996,0.0012909165,0.00010479062,0.0008644853],"domain_scores_gemma":[0.99765265,0.0000739892,0.000963021,0.00095472427,0.00011069531,0.00024490277],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009911557,0.0005207482,0.0011534739,0.00071809615,0.00032403076,0.004390029,0.0013546578,0.00071139116,0.09951111],"category_scores_gemma":[0.0002812553,0.0006010967,0.00038725813,0.00013421588,0.00022008849,0.0012727586,0.00069452485,0.0009300055,0.5037894],"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":[0.0000037432396,0.00001806143,0.00012567348,0.00005751241,0.00020934417,0.000002190225,0.0005270252,0.0000142673525,3.1307525e-7,0.020891687,0.976802,0.0013481908],"study_design_scores_gemma":[0.0003699293,0.000016177031,0.00010373198,0.000053689862,0.000009134453,0.000002512966,0.00019213298,0.00011809972,0.0000053830704,0.004225804,0.99422026,0.0006831638],"about_ca_topic_score_codex":0.0016573399,"about_ca_topic_score_gemma":0.000025143372,"teacher_disagreement_score":0.40427828,"about_ca_system_score_codex":0.00032583895,"about_ca_system_score_gemma":0.000108229884,"threshold_uncertainty_score":0.99964404},"labels":[],"label_agreement":null},{"id":"W4376476084","doi":"10.4337/9780857930088.00003","title":"Contents","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"World Systems and Global Transformations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Computer science","score_opus":0.038438276221748356,"score_gpt":0.2946372395090886,"score_spread":0.25619896328734026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476084","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":[0.00013014542,0.0004929634,0.00016294693,0.0033205857,0.012706391,0.0008996476,0.00019370274,0.00018465066,0.981909],"genre_scores_gemma":[0.032778956,0.000076749726,0.00013900107,0.00092942634,0.0036893454,0.00014893318,0.00023677516,0.000049660113,0.96195114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668145,0.0004128712,0.0005947817,0.0004150926,0.0010732319,0.0008225671],"domain_scores_gemma":[0.99815327,0.00013575093,0.00032511458,0.0004302154,0.00054539356,0.00041025024],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010419893,0.00033107784,0.00050735264,0.00024174711,0.0011103422,0.0059088035,0.0011949253,0.00077984,0.005136151],"category_scores_gemma":[0.00035598708,0.0003153728,0.00027326818,0.00017477141,0.00025276173,0.0017273889,0.000092693655,0.0008852431,0.017415807],"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":[0.0000017724423,0.000011468686,0.00001110749,0.00004805393,0.000058776663,0.000001563615,0.005048276,0.0000013238594,0.0000027880828,0.0238605,0.96561104,0.005343325],"study_design_scores_gemma":[0.00020528425,0.0000106982325,0.000030640305,0.00023965396,0.000020806949,0.0000011160204,0.0016760565,0.0000024544083,0.0000068112377,0.0005237476,0.99692005,0.0003627023],"about_ca_topic_score_codex":0.0343228,"about_ca_topic_score_gemma":0.005623251,"teacher_disagreement_score":0.032648813,"about_ca_system_score_codex":0.00033326424,"about_ca_system_score_gemma":0.000641109,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W4376476218","doi":"10.4337/9781781951194.00008","title":"Acknowledgements","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human Rights and Development","field":"Social Sciences","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":"Psychology","score_opus":0.0353078098003906,"score_gpt":0.27642150691491807,"score_spread":0.24111369711452746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476218","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":[0.00004130609,0.000074600226,0.00003498457,0.00063607405,0.00707691,0.00042637475,0.000016937789,0.00035397575,0.99133885],"genre_scores_gemma":[0.00030843887,0.000024351613,0.0011386735,0.0006001755,0.0047805835,0.00001912965,0.000051782466,0.000091126305,0.9929857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971003,0.000050299,0.00045008096,0.0005968771,0.00117295,0.0006294799],"domain_scores_gemma":[0.9979434,0.0000964473,0.00029429578,0.0005186718,0.0007336012,0.0004135592],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001500243,0.00038870468,0.0004064965,0.00029415873,0.0012412593,0.0028612395,0.0011656812,0.001096828,0.02829674],"category_scores_gemma":[0.00045268412,0.00034997772,0.00020914784,0.00002075766,0.0004698622,0.000600553,0.00031424605,0.0014996305,0.005942825],"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":[0.000004043118,0.000009608242,0.0000067154106,0.000017575045,0.00007793818,0.000021890291,0.0079988735,1.7252141e-8,0.0000042547963,0.54435134,0.39785692,0.049650844],"study_design_scores_gemma":[0.00014004493,0.000010388308,0.000018455314,0.00009806057,0.00002475137,4.90021e-7,0.000063386455,1.319166e-7,0.000017027467,0.14076439,0.8584434,0.00041948768],"about_ca_topic_score_codex":0.00011188439,"about_ca_topic_score_gemma":0.008159756,"teacher_disagreement_score":0.46058646,"about_ca_system_score_codex":0.00030459286,"about_ca_system_score_gemma":0.0012286912,"threshold_uncertainty_score":0.9998952},"labels":[],"label_agreement":null},{"id":"W4376476229","doi":"10.4337/9781781003138.00007","title":"Abbreviations","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Alberta Biodiversity Monitoring Institute","keywords":"Computer science","score_opus":0.03812362104377975,"score_gpt":0.24504156220373186,"score_spread":0.2069179411599521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476229","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":[0.000010435121,0.0020569006,0.000107132975,0.00039150578,0.00252606,0.00081379345,0.0007369102,0.0018423225,0.9915149],"genre_scores_gemma":[0.0035024658,0.000025216448,0.0013704194,0.00074522616,0.005756944,0.000081956445,0.0010099832,0.0011888931,0.9863189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482834,0.0000973584,0.001067643,0.0010471748,0.0016901578,0.0012693193],"domain_scores_gemma":[0.9951553,0.00030455,0.0010950263,0.0020063566,0.0006749449,0.0007638278],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00198481,0.0011245053,0.0010395318,0.0010468927,0.00045254902,0.003322279,0.0016886845,0.0015682674,0.0043178005],"category_scores_gemma":[0.0007263612,0.0011915014,0.00069922756,0.000058288966,0.0002802026,0.002509807,0.00070841075,0.0028692393,0.03250988],"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":[0.000012257512,0.000016613325,0.000023947083,0.000066221546,0.00027781667,0.000017852373,0.00045463978,0.0000010678564,0.00006235647,0.48668203,0.4834395,0.028945712],"study_design_scores_gemma":[0.00035686206,0.000024548835,0.00007407653,0.0003521906,0.0003354698,0.00005016764,0.000011046036,0.0000045955944,0.000047078647,0.034754403,0.9627994,0.0011901683],"about_ca_topic_score_codex":0.000096847885,"about_ca_topic_score_gemma":0.00017750468,"teacher_disagreement_score":0.4793599,"about_ca_system_score_codex":0.0008514475,"about_ca_system_score_gemma":0.0005803388,"threshold_uncertainty_score":0.9997279},"labels":[],"label_agreement":null},{"id":"W4376476259","doi":"10.4337/9781781955376.00037","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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":"Index (typography); Computer science; World Wide Web","score_opus":0.019703997050641894,"score_gpt":0.22142618868534075,"score_spread":0.20172219163469884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476259","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":[0.0015766388,0.00056865736,0.00038384862,0.0017866248,0.016596898,0.000585983,0.000028971654,0.0003965535,0.9780758],"genre_scores_gemma":[0.09165934,0.000025892346,0.000114312046,0.014466446,0.043957245,0.00018816003,0.0018347907,0.0003313693,0.8474224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966331,0.000026933978,0.00062727527,0.0008634089,0.0008722282,0.0009770667],"domain_scores_gemma":[0.9977798,0.000067686364,0.00072638824,0.00090243557,0.00046140145,0.00006227752],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065299775,0.0007196438,0.0007236324,0.00080142537,0.00038032708,0.014474384,0.0020489616,0.0011213848,0.010642787],"category_scores_gemma":[0.0004933002,0.0006812277,0.00036956606,0.00024730692,0.0001389365,0.0059998347,0.0016570882,0.0019334676,0.059856378],"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":[0.000013046585,0.000031850443,0.000058721664,0.00040673857,0.00009747153,0.000013962521,0.00005062578,0.000006152723,0.000025984664,0.0101327775,0.978086,0.011076684],"study_design_scores_gemma":[0.00043757557,0.0000077976465,0.00017068825,0.00024950682,0.00006153878,0.0000040560044,0.000063403226,0.00015061065,0.000019487834,0.0040615345,0.9939423,0.00083149533],"about_ca_topic_score_codex":0.0016100256,"about_ca_topic_score_gemma":0.00008946751,"teacher_disagreement_score":0.13065338,"about_ca_system_score_codex":0.00013475,"about_ca_system_score_gemma":0.00017289828,"threshold_uncertainty_score":0.9995639},"labels":[],"label_agreement":null},{"id":"W4376476343","doi":"10.4337/9780857933355.00006","title":"Abbreviations","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","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":"Canadian Pulmonary Fibrosis Foundation; Alberta Biodiversity Monitoring Institute","keywords":"Computer science","score_opus":0.03597909211445766,"score_gpt":0.2187982682567692,"score_spread":0.18281917614231155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476343","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":[0.00016080386,0.0061502024,0.0017821224,0.0006887897,0.0023981642,0.0004842463,0.0003761797,0.00031711854,0.98764235],"genre_scores_gemma":[0.1029745,0.000104508865,0.0017894238,0.0004952933,0.0024914069,0.000050973857,0.00033099094,0.00028684342,0.89147604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969748,0.0000190885,0.0012931386,0.0008913443,0.00018812147,0.0006334705],"domain_scores_gemma":[0.9970086,0.00016473491,0.0011559798,0.0012761385,0.00018126091,0.00021323806],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019323477,0.0004979637,0.0008151876,0.0006636154,0.00031805242,0.0012814272,0.0008795221,0.0008249936,0.00278813],"category_scores_gemma":[0.0005678038,0.00062484614,0.00041608416,0.00006404558,0.00018299221,0.0011051772,0.00026664473,0.0009316167,0.0020743643],"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":[0.0000022924282,0.000022447304,0.0011423636,0.00006230976,0.00007202928,0.0000010634282,0.00051631697,0.0000071799404,6.276533e-7,0.97096,0.01524042,0.011972951],"study_design_scores_gemma":[0.00014549008,0.000014727545,0.0020732952,0.000054578886,0.000020422196,0.0000046827045,0.00000343438,0.000041844203,0.0000023562363,0.30254075,0.6946085,0.0004898983],"about_ca_topic_score_codex":0.00012933229,"about_ca_topic_score_gemma":0.00006660482,"teacher_disagreement_score":0.6793681,"about_ca_system_score_codex":0.0005059677,"about_ca_system_score_gemma":0.00012062835,"threshold_uncertainty_score":0.9997553},"labels":[],"label_agreement":null},{"id":"W4376476443","doi":"10.4337/9780857936233.00041","title":"Index","year":2011,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.032328085494575595,"score_gpt":0.29868178510233284,"score_spread":0.26635369960775723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476443","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":[0.00021379285,0.00044332654,0.00018646111,0.001497054,0.017995117,0.00033273906,0.000032925927,0.00014556923,0.97915304],"genre_scores_gemma":[0.011506549,0.00016760294,0.0005658017,0.0020730286,0.004948914,0.00011004273,0.00010806109,0.00006481584,0.98045516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686325,0.00024430055,0.00043818218,0.0005687636,0.0011303927,0.00075511273],"domain_scores_gemma":[0.99821705,0.000103064194,0.00044053802,0.0004743284,0.00039900673,0.00036599924],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012491378,0.00032283418,0.00038817676,0.00024636352,0.000726576,0.0024349976,0.0013089653,0.00086079654,0.014246623],"category_scores_gemma":[0.0004156935,0.0003338103,0.00015466064,0.00019564223,0.00023632991,0.0009485781,0.00017380549,0.0009587976,0.012208788],"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":[0.0000055517835,0.00002338473,0.00018328286,0.000020846106,0.000044604745,0.0000029349185,0.027368126,3.008818e-7,5.754591e-7,0.008103448,0.9512104,0.0130365435],"study_design_scores_gemma":[0.00013203063,0.000008591457,0.0006001061,0.0001164117,0.000011369294,6.589199e-7,0.0008350032,1.2252228e-7,0.00002106252,0.0013483264,0.996493,0.00043333523],"about_ca_topic_score_codex":0.01470072,"about_ca_topic_score_gemma":0.0024778848,"teacher_disagreement_score":0.045282584,"about_ca_system_score_codex":0.0005333467,"about_ca_system_score_gemma":0.004650249,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W4376476561","doi":"10.4337/9781783474646.00030","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","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":"Carnegie Mellon University","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.03538150812553254,"score_gpt":0.3859697419895248,"score_spread":0.35058823386399224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476561","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":[0.0019083092,0.0005217287,0.00016182315,0.0012603074,0.009705286,0.0007805097,0.00019518712,0.00021001189,0.98525685],"genre_scores_gemma":[0.07931727,0.000094143754,0.00013297351,0.0013225924,0.0043931417,0.00006971238,0.00045094645,0.00017867229,0.91404057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938609,0.0007435435,0.0005977345,0.0008844849,0.0024994884,0.0014138486],"domain_scores_gemma":[0.99718523,0.00015216766,0.00057228067,0.0008717132,0.00015597895,0.0010626487],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032336768,0.00061033363,0.00068372773,0.00037236686,0.00075164373,0.004517959,0.0019788758,0.001363319,0.01204823],"category_scores_gemma":[0.0010830484,0.000639978,0.00027330578,0.00021195685,0.00075089704,0.0018635129,0.00058583263,0.0017078518,0.018018886],"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":[0.000021313414,0.000052124728,0.000118711745,0.000029468185,0.00010274905,0.000016337885,0.0072284904,0.00002073476,0.000017471728,0.0006439652,0.98757076,0.00417786],"study_design_scores_gemma":[0.00047964073,0.000057448706,0.000036131354,0.00012842733,0.000042010044,0.000002617621,0.0023551332,0.0000065350314,0.00004957845,0.00046878937,0.9956556,0.00071809586],"about_ca_topic_score_codex":0.0138233965,"about_ca_topic_score_gemma":0.0028017333,"teacher_disagreement_score":0.07740896,"about_ca_system_score_codex":0.0022327553,"about_ca_system_score_gemma":0.0019768998,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W4376476611","doi":"10.4337/9781849806923.00019","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.13466297238531363,"score_gpt":0.38973764779270914,"score_spread":0.2550746754073955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476611","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":[0.0027460593,0.00019148647,0.00007777163,0.0029334852,0.020910535,0.0008251526,0.000068969566,0.00024651518,0.972],"genre_scores_gemma":[0.06499533,0.00010456003,0.00017230255,0.0012656383,0.0102015445,0.00016944378,0.0002249893,0.00012097032,0.9227452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949082,0.0005104338,0.0006344425,0.00092866534,0.0018253725,0.0011928952],"domain_scores_gemma":[0.99738336,0.0002405139,0.00042039296,0.0009782892,0.00039932734,0.00057813205],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0031353272,0.000494311,0.0006155408,0.00026611952,0.0011966815,0.005481322,0.0020552522,0.001756999,0.008757055],"category_scores_gemma":[0.0013957924,0.0004919337,0.0003635858,0.00017848592,0.0008570015,0.00095473847,0.0004090189,0.0024523921,0.0040023606],"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":[0.000011699388,0.000058443355,0.000728527,0.00009189957,0.000063879386,0.0000032116548,0.008347345,0.000001430277,0.000015638909,0.0041773478,0.96822447,0.018276138],"study_design_scores_gemma":[0.00023400674,0.000029198747,0.00021610851,0.00010232699,0.00003105286,6.0787846e-7,0.0012306558,0.0000019587967,0.000044799526,0.002758425,0.99478656,0.0005643154],"about_ca_topic_score_codex":0.020837437,"about_ca_topic_score_gemma":0.018898169,"teacher_disagreement_score":0.062249277,"about_ca_system_score_codex":0.00054832513,"about_ca_system_score_gemma":0.001728157,"threshold_uncertainty_score":0.99984896},"labels":[],"label_agreement":null},{"id":"W4376476642","doi":"10.4337/9781849805827.00019","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Taxation and Avoidance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.018622617166743304,"score_gpt":0.2223754049499822,"score_spread":0.2037527877832389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476642","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":[0.0018066567,0.00011691471,0.000496428,0.0016847352,0.015618533,0.0003976059,0.000027132694,0.0003932586,0.97945875],"genre_scores_gemma":[0.085426934,0.000008171307,0.00018567435,0.0115841,0.027615577,0.00009482245,0.0010599564,0.00023504347,0.8737897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972353,0.00001955084,0.00057770516,0.0007715583,0.0007542789,0.000641636],"domain_scores_gemma":[0.9972353,0.00005682487,0.0012673774,0.00081221125,0.00058025366,0.000048032914],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007374158,0.0005775012,0.00055563013,0.0007768052,0.00039188578,0.010530581,0.0013461708,0.0009499383,0.007859762],"category_scores_gemma":[0.0005413727,0.0005634853,0.00023978311,0.0003311371,0.00012002487,0.0032552376,0.0006489388,0.0024616206,0.025122423],"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":[0.000015968588,0.000022125947,0.00017073138,0.0002194432,0.000030393207,0.00000998153,0.000029552493,0.000009877076,0.00012877355,0.0052905455,0.9731572,0.02091537],"study_design_scores_gemma":[0.00039889629,0.0000032807088,0.0003258138,0.00014895202,0.00003215894,0.0000028116724,0.000035073317,0.00022170391,0.000047280922,0.001808509,0.9962883,0.00068720523],"about_ca_topic_score_codex":0.0013100603,"about_ca_topic_score_gemma":0.00083629554,"teacher_disagreement_score":0.105669014,"about_ca_system_score_codex":0.00006452125,"about_ca_system_score_gemma":0.00024738788,"threshold_uncertainty_score":0.9998397},"labels":[],"label_agreement":null},{"id":"W4376476670","doi":"10.4337/9781849806961.00025","title":"Subject index","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Subject (documents); Index (typography); Computer science; Library science; World Wide Web","score_opus":0.015571806081606205,"score_gpt":0.2106109850946025,"score_spread":0.19503917901299628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476670","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":[0.00020324576,0.00030436012,0.0001965403,0.0002201979,0.008819932,0.0003804883,0.0000583523,0.0013201586,0.9884967],"genre_scores_gemma":[0.031038491,0.0000133643,0.00042648273,0.00059151143,0.00750745,0.00006798128,0.00032431254,0.0007189104,0.9593115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450874,0.000114897455,0.0012186888,0.0014337376,0.0015806505,0.0011432706],"domain_scores_gemma":[0.9954023,0.00028214586,0.00085609604,0.0023913286,0.0004566855,0.0006114799],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013345361,0.0012154032,0.0013084974,0.00088731945,0.0003762184,0.0027597374,0.0020978611,0.0028303952,0.0020189881],"category_scores_gemma":[0.0005184395,0.0012064448,0.00068643555,0.00005891801,0.00030416372,0.0008488033,0.0006315677,0.0038512622,0.0010353535],"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":[0.00007679203,0.000029896268,0.00006408389,0.00024191574,0.00093331584,0.0006041716,0.00059279293,0.00044550706,0.001297947,0.80664426,0.107976355,0.08109295],"study_design_scores_gemma":[0.00053167425,0.00004195873,0.000014340722,0.00033511393,0.000081867096,0.00013370128,0.000015028935,0.000046269615,0.0013963568,0.027692549,0.9684365,0.001274664],"about_ca_topic_score_codex":0.008206051,"about_ca_topic_score_gemma":0.015340147,"teacher_disagreement_score":0.8604601,"about_ca_system_score_codex":0.00042368658,"about_ca_system_score_gemma":0.0008041527,"threshold_uncertainty_score":0.99974245},"labels":[],"label_agreement":null},{"id":"W4376476705","doi":"10.4337/9780857930842.00005","title":"Tables","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation and Knowledge Management","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":"Computer science","score_opus":0.037635536467505774,"score_gpt":0.20525309591176769,"score_spread":0.1676175594442619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476705","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":[0.000004429847,0.000110965455,0.00013647035,0.00047749322,0.003227488,0.00042880888,0.000009140136,0.0006491684,0.994956],"genre_scores_gemma":[0.005496113,0.0000053014087,0.00019376032,0.0067151524,0.0069395257,0.000030679024,0.0003213782,0.00021318735,0.9800849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756205,0.0000052420182,0.0006379921,0.00067333045,0.00060107326,0.00052031886],"domain_scores_gemma":[0.99783665,0.000023936549,0.0006809117,0.00073068496,0.00069989305,0.000027947426],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008552975,0.00058870425,0.0004926816,0.001085553,0.0003141513,0.004004233,0.0010000712,0.0004910957,0.0036692442],"category_scores_gemma":[0.0001563858,0.0005844725,0.00023587767,0.000086285174,0.000110537156,0.0018511957,0.00093768456,0.00080679177,0.0044278],"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":[0.000010288446,0.000010083012,0.000013078772,0.00017714045,0.00007715746,0.000018721832,0.00003705881,7.6917615e-8,0.0000022102613,0.7233156,0.25255433,0.023784263],"study_design_scores_gemma":[0.00023605136,0.0000050104804,0.000010481765,0.00017987644,0.000088314264,0.0000012381593,0.00002599695,0.000014611513,0.000005131954,0.20916453,0.78972554,0.0005432092],"about_ca_topic_score_codex":0.00016567619,"about_ca_topic_score_gemma":0.00022791709,"teacher_disagreement_score":0.53717124,"about_ca_system_score_codex":0.00010031269,"about_ca_system_score_gemma":0.00007215179,"threshold_uncertainty_score":0.9996607},"labels":[],"label_agreement":null},{"id":"W4376476729","doi":"10.4337/9781784711962.00029","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.0203567168627436,"score_gpt":0.29681868236023196,"score_spread":0.27646196549748836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476729","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":[0.00057097786,0.00053517363,0.00018812112,0.001339344,0.027208598,0.0008231079,0.000092757306,0.00020946898,0.96903247],"genre_scores_gemma":[0.0031179353,0.0022076857,0.00011044013,0.0003595227,0.01964191,0.000016966305,0.00014075683,0.00009422043,0.9743106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953618,0.0007155298,0.0005773554,0.0007217177,0.0011990971,0.0014245159],"domain_scores_gemma":[0.9972174,0.00035003468,0.00052818196,0.0006694815,0.0006505472,0.00058432174],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002659864,0.00040535693,0.00052090385,0.00046373135,0.007893353,0.0026682348,0.0015422087,0.0015718975,0.0049960073],"category_scores_gemma":[0.0000681457,0.00030905427,0.00021731199,0.00017145154,0.00050291134,0.0011538215,0.000010289618,0.0011269192,0.0087636085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008797834,0.000030323901,0.00001578699,0.00009156798,0.000047643385,0.0000033001734,0.17733991,2.2037062e-7,3.1421317e-7,0.069390535,0.7487758,0.004295846],"study_design_scores_gemma":[0.00018341803,0.000021267804,0.000016863109,0.00023293476,0.000016612927,0.0000017501842,0.0010364809,2.1856471e-7,0.000016199954,0.0029586332,0.99503636,0.00047925898],"about_ca_topic_score_codex":0.21375528,"about_ca_topic_score_gemma":0.58326,"teacher_disagreement_score":0.36950475,"about_ca_system_score_codex":0.0009825567,"about_ca_system_score_gemma":0.05796329,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W4376476867","doi":"10.4337/9781849802277.00023","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.01920842719005735,"score_gpt":0.29065408767635187,"score_spread":0.27144566048629454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476867","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":[0.00028162563,0.0003024457,0.0006425604,0.0036175526,0.005818815,0.00037204073,0.000074728225,0.00025205704,0.98863816],"genre_scores_gemma":[0.010857781,0.00018075507,0.00024330868,0.0035022018,0.004556603,0.000023461907,0.00033624144,0.00005599849,0.9802436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679047,0.00040582192,0.00043319285,0.00053643936,0.0011135003,0.0007205475],"domain_scores_gemma":[0.99827826,0.00012310798,0.00034957798,0.00048076513,0.00040126577,0.00036702963],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014222504,0.0003397003,0.00042767473,0.0003369939,0.0007596988,0.0049618287,0.0012260424,0.0012179386,0.004447061],"category_scores_gemma":[0.00069553504,0.00035211665,0.00020829702,0.0002494332,0.00021892373,0.00084250496,0.00009833845,0.0013629753,0.0024997836],"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":[0.000005793611,0.000015542673,0.000011305714,0.00001413868,0.000024763114,0.0000042852075,0.01031228,0.000018993765,0.000001789361,0.019548563,0.9416142,0.028428309],"study_design_scores_gemma":[0.0001647523,0.000017194869,0.000033834152,0.00007813226,0.000015532083,7.920184e-7,0.0010661171,0.00006128862,0.000003286454,0.0012196993,0.9969225,0.00041686386],"about_ca_topic_score_codex":0.003642048,"about_ca_topic_score_gemma":0.02461416,"teacher_disagreement_score":0.05530827,"about_ca_system_score_codex":0.00036616423,"about_ca_system_score_gemma":0.0016652679,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W4376476874","doi":"10.4337/9781848447349.00027","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","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":"Alberta Biodiversity Monitoring Institute","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.026258522363818485,"score_gpt":0.23236373967258972,"score_spread":0.20610521730877124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476874","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":[0.0007125299,0.0064973845,0.00044871762,0.0013708236,0.007946827,0.00030003983,0.0011439947,0.0001177404,0.98146194],"genre_scores_gemma":[0.08700553,0.00037689795,0.00029163723,0.006429283,0.0057764547,0.000052884145,0.0005562438,0.00016333186,0.8993477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676603,0.000034801298,0.0011869624,0.0009169324,0.0001513052,0.0009439574],"domain_scores_gemma":[0.9977366,0.000050133604,0.0009248926,0.0009114062,0.00012154226,0.00025546193],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084787025,0.00059115724,0.0012467771,0.00066064106,0.00026507367,0.0031261612,0.0013229868,0.0011844606,0.0023579283],"category_scores_gemma":[0.00037620874,0.00069649256,0.00048082197,0.00022929038,0.00009256046,0.0007372392,0.0002554527,0.001331505,0.022374965],"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":[0.000008276733,0.000023883584,0.00012590889,0.0000442507,0.00005003632,0.000004979675,0.0003434589,0.0000152171215,6.5249964e-7,0.1179789,0.8766596,0.0047448575],"study_design_scores_gemma":[0.00029172288,0.000062281564,0.001061237,0.00008577771,0.000008592519,0.0000058765186,0.000025065976,0.00001807128,0.000014689071,0.026041761,0.9716358,0.0007490821],"about_ca_topic_score_codex":0.002886342,"about_ca_topic_score_gemma":0.00012102264,"teacher_disagreement_score":0.09497626,"about_ca_system_score_codex":0.0002922459,"about_ca_system_score_gemma":0.0001621737,"threshold_uncertainty_score":0.9995486},"labels":[],"label_agreement":null},{"id":"W4376476883","doi":"10.4337/9781848449169.00043","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.23618342221958633,"score_gpt":0.393162123024699,"score_spread":0.15697870080511267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476883","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":[0.00048012202,0.005462542,0.0033208306,0.028948633,0.010833874,0.0011500929,0.0011775371,0.00023773558,0.94838864],"genre_scores_gemma":[0.014729986,0.00021748406,0.0024400996,0.069005325,0.011466836,0.0003038992,0.0014374302,0.0003522578,0.9000467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892725,0.00056440325,0.0068689496,0.0016749986,0.00035582893,0.0012633599],"domain_scores_gemma":[0.99097925,0.0008942732,0.005625815,0.0017062161,0.00021876213,0.0005756587],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02052888,0.0007701656,0.0027662413,0.0013391935,0.000439803,0.0033477065,0.0017766991,0.0016591434,0.0058074244],"category_scores_gemma":[0.0062188003,0.0010396973,0.0005134866,0.00021861409,0.00012918787,0.0019250127,0.00025860436,0.0019486612,0.06721021],"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":[0.000009946748,0.00004048466,0.00020811627,0.00035614346,0.0001330855,0.0000039330985,0.00090225495,0.00005930518,2.7147183e-7,0.023584563,0.9731942,0.0015077118],"study_design_scores_gemma":[0.000658677,0.00006494776,0.00062481244,0.00032328817,0.000011386522,0.000012879324,0.0001733048,0.00030037353,0.0000029803987,0.014791533,0.9820242,0.001011601],"about_ca_topic_score_codex":0.0022928454,"about_ca_topic_score_gemma":0.00022101887,"teacher_disagreement_score":0.061402787,"about_ca_system_score_codex":0.0015672934,"about_ca_system_score_gemma":0.00094390876,"threshold_uncertainty_score":0.9996369},"labels":[],"label_agreement":null},{"id":"W4376476905","doi":"10.4337/9781783479283.00007","title":"Abbreviations","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Alberta Biodiversity Monitoring Institute; American Physical Therapy Association","keywords":"Computer science","score_opus":0.027426643955143982,"score_gpt":0.2361966465120629,"score_spread":0.2087700025569189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476905","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":[0.00000775497,0.00031993695,0.0007509434,0.00058409944,0.002145771,0.0007585762,0.0004747082,0.0020158982,0.99294233],"genre_scores_gemma":[0.002669513,0.000008069617,0.0013567564,0.0012640321,0.0041935593,0.00007109685,0.00090642914,0.0011388141,0.98839176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946803,0.00012287259,0.001142202,0.0013483653,0.0017181649,0.0009881381],"domain_scores_gemma":[0.99478996,0.0004093926,0.0011802146,0.0022439514,0.00079487654,0.0005816281],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0021207663,0.0011320681,0.001176872,0.001096681,0.0004628345,0.004332104,0.0019529162,0.0015268514,0.0021889757],"category_scores_gemma":[0.0012284722,0.0012019381,0.00072792306,0.00005431534,0.00030264555,0.00096745614,0.00064518926,0.0027332292,0.02558883],"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":[0.000009864011,0.0000055033543,0.000006231869,0.000059276008,0.00017943313,0.00001693387,0.00017057193,0.0000032661171,0.000031490836,0.4925349,0.49138427,0.015598266],"study_design_scores_gemma":[0.0004352249,0.000044553988,0.000027508699,0.00047424805,0.00023501778,0.000037753358,0.000005878367,0.000028287634,0.000031559484,0.059640374,0.9378779,0.0011616712],"about_ca_topic_score_codex":0.000097612945,"about_ca_topic_score_gemma":0.0002804894,"teacher_disagreement_score":0.44649366,"about_ca_system_score_codex":0.0006830544,"about_ca_system_score_gemma":0.0005873642,"threshold_uncertainty_score":0.9997694},"labels":[],"label_agreement":null},{"id":"W4376476931","doi":"10.4337/9781849806879.00006","title":"Abbreviations","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"European Commission; Alberta Biodiversity Monitoring Institute","keywords":"Computer science","score_opus":0.026053369011207975,"score_gpt":0.23930521446941888,"score_spread":0.2132518454582109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476931","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":[0.00002578809,0.00026652834,0.000114846844,0.0006411712,0.0035513875,0.0008526461,0.00082877546,0.0020187865,0.99170005],"genre_scores_gemma":[0.0013929205,0.000008496958,0.0034541541,0.0008585817,0.0043878583,0.000078839264,0.00096273207,0.001182205,0.98767424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479765,0.000068643145,0.0010871671,0.0013420765,0.0017060149,0.0009984276],"domain_scores_gemma":[0.99465,0.00032835972,0.0011114276,0.002384325,0.00089525926,0.0006306101],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017424528,0.0011376708,0.0010447905,0.0011336083,0.0005854973,0.0048634517,0.0021199398,0.0024493693,0.0040047388],"category_scores_gemma":[0.0012456586,0.0012070778,0.000718303,0.000057557303,0.00042512713,0.0016588343,0.00070815574,0.0059404518,0.020355877],"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":[0.00001850702,0.00001833258,0.00001214105,0.00007292242,0.00029411304,0.00006183882,0.0004410734,9.692279e-7,0.0009186282,0.5838088,0.39916742,0.015185243],"study_design_scores_gemma":[0.00038502167,0.000029959825,0.0000346397,0.00027968636,0.00021282259,0.000056241977,0.000007015736,0.0000055032774,0.00021437544,0.083959796,0.9136853,0.001129621],"about_ca_topic_score_codex":0.00012561188,"about_ca_topic_score_gemma":0.0008684847,"teacher_disagreement_score":0.5145179,"about_ca_system_score_codex":0.0004698617,"about_ca_system_score_gemma":0.0008888934,"threshold_uncertainty_score":0.9990379},"labels":[],"label_agreement":null},{"id":"W4376476936","doi":"10.4337/9781849807364.00021","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.029598868495061978,"score_gpt":0.2341706492911742,"score_spread":0.2045717807961122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376476936","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":[0.0032630858,0.007721641,0.0048090266,0.000515173,0.015414622,0.0005703039,0.0005879505,0.00020656828,0.9669116],"genre_scores_gemma":[0.52027327,0.000058497335,0.0007372319,0.0005724436,0.004826248,0.00011615856,0.0006185366,0.00027785407,0.4725198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588937,0.00007824345,0.0014701781,0.0012116914,0.00022672782,0.0011237768],"domain_scores_gemma":[0.9965243,0.00016917668,0.0013229662,0.0015294716,0.00018015952,0.00027393136],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026481762,0.0006134931,0.0011027372,0.00089375983,0.00033278874,0.0025241652,0.0015047417,0.0012915725,0.007524301],"category_scores_gemma":[0.0007796233,0.00074795564,0.00040143475,0.00030975256,0.00021350416,0.0014226731,0.00044677322,0.0014688309,0.015949057],"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":[0.0000134678,0.00013991355,0.010361554,0.0002908667,0.00015797847,0.000001729226,0.0017338683,0.00011357884,0.0000021337785,0.10879174,0.8688281,0.009565081],"study_design_scores_gemma":[0.0003426866,0.000025037576,0.008239595,0.00007082158,0.000013173761,0.0000062065287,0.00002086087,0.00019334396,0.000013771002,0.015310287,0.974924,0.0008401729],"about_ca_topic_score_codex":0.00096489704,"about_ca_topic_score_gemma":0.00007169092,"teacher_disagreement_score":0.51701015,"about_ca_system_score_codex":0.00062572444,"about_ca_system_score_gemma":0.00022092515,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W4376477011","doi":"10.4337/9781849806886.00006","title":"Abbreviations","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"European Commission; Alberta Biodiversity Monitoring Institute; European Regional Development Fund; American Physical Therapy Association","keywords":"Medicine","score_opus":0.026053369011207975,"score_gpt":0.23930521446941888,"score_spread":0.2132518454582109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376477011","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":[0.00002578809,0.00026652834,0.000114846844,0.0006411712,0.0035513875,0.0008526461,0.00082877546,0.0020187865,0.99170005],"genre_scores_gemma":[0.0013929205,0.000008496958,0.0034541541,0.0008585817,0.0043878583,0.000078839264,0.00096273207,0.001182205,0.98767424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479765,0.000068643145,0.0010871671,0.0013420765,0.0017060149,0.0009984276],"domain_scores_gemma":[0.99465,0.00032835972,0.0011114276,0.002384325,0.00089525926,0.0006306101],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017424528,0.0011376708,0.0010447905,0.0011336083,0.0005854973,0.0048634517,0.0021199398,0.0024493693,0.0040047388],"category_scores_gemma":[0.0012456586,0.0012070778,0.000718303,0.000057557303,0.00042512713,0.0016588343,0.00070815574,0.0059404518,0.020355877],"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":[0.00001850702,0.00001833258,0.00001214105,0.00007292242,0.00029411304,0.00006183882,0.0004410734,9.692279e-7,0.0009186282,0.5838088,0.39916742,0.015185243],"study_design_scores_gemma":[0.00038502167,0.000029959825,0.0000346397,0.00027968636,0.00021282259,0.000056241977,0.000007015736,0.0000055032774,0.00021437544,0.083959796,0.9136853,0.001129621],"about_ca_topic_score_codex":0.00012561188,"about_ca_topic_score_gemma":0.0008684847,"teacher_disagreement_score":0.5145179,"about_ca_system_score_codex":0.0004698617,"about_ca_system_score_gemma":0.0008888934,"threshold_uncertainty_score":0.9990379},"labels":[],"label_agreement":null},{"id":"W4376477055","doi":"10.4337/9781781000823.00006","title":"Contributors","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"ICT Impact and Policies","field":"Engineering","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":"University of Toronto; University College Dublin; Pennsylvania State University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Technische Universiteit Eindhoven; University of Pennsylvania; U.S. Department of Agriculture; London School of Economics and Political Science; National Science Foundation","keywords":"Political science","score_opus":0.010914403187796018,"score_gpt":0.2020465388880184,"score_spread":0.1911321357002224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376477055","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":[0.00053405453,0.00036841494,0.00010858595,0.00016709801,0.0047982,0.00023665885,0.00019794004,0.001482029,0.99210703],"genre_scores_gemma":[0.017868662,0.000034497723,0.0001508182,0.0004785516,0.0037134807,0.00001530185,0.0001911094,0.00037740244,0.97717017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834377,0.000008931195,0.0004140852,0.00016208309,0.0004277386,0.00064341933],"domain_scores_gemma":[0.9987,0.00012103693,0.00011020208,0.00063881,0.00013052754,0.0002994115],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00032151956,0.0005841575,0.00055978243,0.00034213826,0.00013950463,0.0014742616,0.00065174303,0.0013296008,0.0006005284],"category_scores_gemma":[0.00013113183,0.00058801123,0.00027101277,0.000017401442,0.00011650525,0.00047406193,0.00011916063,0.002350826,0.0004270807],"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":[0.000016333246,0.000007072348,0.00001993067,0.00028798767,0.00060588913,0.00004378796,0.0044362955,0.000047735695,0.0016334852,0.33114195,0.6202418,0.041517705],"study_design_scores_gemma":[0.00020467059,0.00001940106,0.000016121166,0.00011377586,0.00005574593,0.000021844993,0.000015544541,0.000018546354,0.0014390731,0.009298263,0.9881565,0.0006405192],"about_ca_topic_score_codex":0.000055469824,"about_ca_topic_score_gemma":0.00010246528,"teacher_disagreement_score":0.36791468,"about_ca_system_score_codex":0.00014054438,"about_ca_system_score_gemma":0.000106143096,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4376477131","doi":"10.4337/9781783479641.00026","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Queen's University; McGill University","keywords":"Computer science","score_opus":0.056562581642317165,"score_gpt":0.26128756923556773,"score_spread":0.20472498759325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376477131","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":[0.000011288429,0.002128166,0.000039544833,0.00026772867,0.0030537993,0.00084131124,0.0009281625,0.002860391,0.9898696],"genre_scores_gemma":[0.00066395063,0.0001468823,0.0012490822,0.0007027067,0.0041399696,0.000068694564,0.0009431566,0.0017487298,0.99033684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227,0.00011836899,0.0011891673,0.0017403743,0.003299562,0.0013825108],"domain_scores_gemma":[0.9930908,0.00020663928,0.0011557004,0.0025483398,0.001774073,0.0012244238],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003289144,0.0015243787,0.0014050277,0.048157413,0.00030333555,0.0067458376,0.0027607658,0.0021325285,0.001593248],"category_scores_gemma":[0.000487881,0.0015731163,0.001089493,0.0019147114,0.0005618781,0.002425645,0.0010879467,0.0035987888,0.013203884],"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":[0.000054920496,0.00001552883,0.000031687698,0.00005623092,0.00043451798,0.00012743879,0.00014014255,0.0000021926915,0.00003249029,0.12493928,0.86895704,0.0052085463],"study_design_scores_gemma":[0.0007097963,0.000092224094,0.000019795496,0.0003849017,0.00024301575,0.00006104991,0.000016137705,0.000005803901,0.000026726215,0.13329588,0.8636804,0.0014642538],"about_ca_topic_score_codex":0.00027308782,"about_ca_topic_score_gemma":0.00021343486,"teacher_disagreement_score":0.0462427,"about_ca_system_score_codex":0.00025654773,"about_ca_system_score_gemma":0.000627711,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4376477139","doi":"10.4337/9781785363481.00006","title":"Abbreviations","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Alberta Biodiversity Monitoring Institute; American Physical Therapy Association","keywords":"Computer science","score_opus":0.029703007794340763,"score_gpt":0.24076937893659633,"score_spread":0.21106637114225557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376477139","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":[0.0000051475217,0.00043901184,0.0002552931,0.0010842037,0.0022535087,0.00078191666,0.0013142886,0.0019565339,0.9919101],"genre_scores_gemma":[0.0012193538,0.000015940494,0.00074544584,0.0007550891,0.004145818,0.00007844456,0.00032338113,0.0010877885,0.99162877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994775,0.00009155927,0.001084523,0.0013420668,0.0016644499,0.0010423781],"domain_scores_gemma":[0.9949594,0.00042686865,0.0011008336,0.002118101,0.00082023494,0.0005745764],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015394393,0.0011007758,0.0010219619,0.0010960805,0.0004262848,0.0032438927,0.0018871702,0.0014507495,0.0038496752],"category_scores_gemma":[0.0010227747,0.00096174004,0.00070877926,0.000045069755,0.00034819986,0.0019162537,0.00068982574,0.0018881939,0.036048997],"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":[0.000014040875,0.0000068646723,0.000006681927,0.000037817153,0.00021941084,0.000033820506,0.0001442306,2.6365484e-7,0.000100230216,0.55072623,0.423662,0.025048388],"study_design_scores_gemma":[0.0004948901,0.00003240722,0.000021137797,0.0007667787,0.00016681144,0.00003643672,0.0000046024225,0.0000020614855,0.000054404605,0.12504843,0.8723244,0.0010476214],"about_ca_topic_score_codex":0.00003332746,"about_ca_topic_score_gemma":0.00015320515,"teacher_disagreement_score":0.44866243,"about_ca_system_score_codex":0.0009448797,"about_ca_system_score_gemma":0.00080887176,"threshold_uncertainty_score":0.99984556},"labels":[],"label_agreement":null},{"id":"W4376477290","doi":"10.4337/9781849806954.00024","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Politics and Society in Latin America","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.019890658164371168,"score_gpt":0.3074613038672271,"score_spread":0.2875706457028559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376477290","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":[0.00023558988,0.00018630394,0.00020083689,0.0029189973,0.015156789,0.00033097953,0.00013273534,0.0002022729,0.9806355],"genre_scores_gemma":[0.03238075,0.00012792756,0.0008586394,0.0033706946,0.011804768,0.000061764076,0.00016504998,0.000111910325,0.95111847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961075,0.00032308,0.0004594639,0.0005955538,0.0012926745,0.0012217145],"domain_scores_gemma":[0.9975079,0.00041003636,0.00043434586,0.000681659,0.00038768174,0.00057833985],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017496976,0.00039109806,0.00056007516,0.00017515813,0.0013009481,0.00464985,0.0017833319,0.0020030644,0.006667493],"category_scores_gemma":[0.0014771213,0.0004113881,0.00038535436,0.00017774668,0.0010777494,0.00060483284,0.00031216812,0.0033294065,0.0027860673],"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":[0.0000018806794,0.000015401365,0.000020805503,0.000023688784,0.000053145,0.0000031493844,0.009893616,0.0000012213117,0.000007517143,0.024907624,0.9540165,0.011055468],"study_design_scores_gemma":[0.0001380357,0.000013755136,0.000024580952,0.00006364547,0.00002100155,0.0000010358447,0.0013704824,0.000008951374,0.000012259876,0.0030479685,0.99480206,0.0004962255],"about_ca_topic_score_codex":0.015516261,"about_ca_topic_score_gemma":0.0014807968,"teacher_disagreement_score":0.040785573,"about_ca_system_score_codex":0.00031530418,"about_ca_system_score_gemma":0.002483984,"threshold_uncertainty_score":0.9999992},"labels":[],"label_agreement":null},{"id":"W4376627189","doi":"10.4337/9781849809993.00005","title":"Tables","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03512831529113804,"score_gpt":0.2653972513636352,"score_spread":0.23026893607249715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627189","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":[0.00007615329,0.00051156856,0.000023843539,0.004796407,0.0026087463,0.0003928643,0.000042295018,0.00027862398,0.99126947],"genre_scores_gemma":[0.0029403074,0.00012785035,0.00032337944,0.0009672795,0.0037815245,0.000024356614,0.000016434442,0.000060906692,0.991758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662983,0.000064228574,0.00037274312,0.0006043702,0.0015625347,0.00076627225],"domain_scores_gemma":[0.9981926,0.00019950587,0.00048263802,0.00040310598,0.00032587536,0.00039628355],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012584829,0.00033892982,0.00042173814,0.00011140405,0.0010139667,0.0038692132,0.0014505092,0.0008489239,0.005357984],"category_scores_gemma":[0.00066122576,0.0003305526,0.00025688502,0.00005397229,0.00073230953,0.0014464491,0.00022503255,0.0007940468,0.00090538163],"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":[0.0000011361092,0.0000023593886,0.000017680662,0.00000565358,0.00001656092,0.00000472815,0.0027837327,1.9674034e-7,0.0000010571799,0.5479935,0.4106089,0.038564555],"study_design_scores_gemma":[0.00007440381,0.0000135949285,0.000044854904,0.00009765918,0.000018035877,5.8545686e-7,0.0006099937,0.0000015761452,0.000002194716,0.11709035,0.88166267,0.00038406247],"about_ca_topic_score_codex":0.04228973,"about_ca_topic_score_gemma":0.02746475,"teacher_disagreement_score":0.4710538,"about_ca_system_score_codex":0.00035795194,"about_ca_system_score_gemma":0.001125534,"threshold_uncertainty_score":0.99991465},"labels":[],"label_agreement":null},{"id":"W4376627644","doi":"10.4337/9781843769699.00016","title":"Index","year":2004,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","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":"Australian Government","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.039551260552790506,"score_gpt":0.32161729383226545,"score_spread":0.28206603327947494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627644","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":[0.00021965022,0.00031725608,0.00016362335,0.007508729,0.011075935,0.00054767355,0.00019631928,0.00022088844,0.9797499],"genre_scores_gemma":[0.10884906,0.00010442174,0.0001430525,0.002507129,0.008631084,0.00005183237,0.00023602466,0.00011699464,0.8793604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548775,0.0003683312,0.00062367006,0.0007204367,0.0012965603,0.0015032303],"domain_scores_gemma":[0.99757004,0.00017731525,0.00043221773,0.00071617885,0.0003453442,0.0007588805],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014401973,0.0004885068,0.00064410176,0.00039036496,0.0014390477,0.0068321484,0.0017411987,0.0015532209,0.0036755614],"category_scores_gemma":[0.0004763742,0.0005333984,0.00034020847,0.00018393087,0.00049969216,0.000788143,0.00027040698,0.0021458217,0.002985794],"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":[0.0000058309943,0.000023274883,0.000018015027,0.000074314725,0.000050906463,0.000017756836,0.007851841,0.000009053559,7.180128e-7,0.109956175,0.8780891,0.0039030325],"study_design_scores_gemma":[0.00033233143,0.000023085115,0.000056359175,0.00021541357,0.000023459936,0.000002930274,0.0007313456,0.0000013110799,0.000009465555,0.01848715,0.97952366,0.00059348135],"about_ca_topic_score_codex":0.07757441,"about_ca_topic_score_gemma":0.014453613,"teacher_disagreement_score":0.10862941,"about_ca_system_score_codex":0.00107752,"about_ca_system_score_gemma":0.004498411,"threshold_uncertainty_score":0.99986094},"labels":[],"label_agreement":null},{"id":"W4376627647","doi":"10.4337/9781784718282.00015","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Forschungsinstitut für biologischen Landbau; University of Toronto; University of Cambridge; McGill University; American Association for the Advancement of Science","keywords":"Computer science","score_opus":0.056562581642317165,"score_gpt":0.26128756923556773,"score_spread":0.20472498759325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627647","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":[0.000011288429,0.002128166,0.000039544833,0.00026772867,0.0030537993,0.00084131124,0.0009281625,0.002860391,0.9898696],"genre_scores_gemma":[0.00066395063,0.0001468823,0.0012490822,0.0007027067,0.0041399696,0.000068694564,0.0009431566,0.0017487298,0.99033684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227,0.00011836899,0.0011891673,0.0017403743,0.003299562,0.0013825108],"domain_scores_gemma":[0.9930908,0.00020663928,0.0011557004,0.0025483398,0.001774073,0.0012244238],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003289144,0.0015243787,0.0014050277,0.048157413,0.00030333555,0.0067458376,0.0027607658,0.0021325285,0.001593248],"category_scores_gemma":[0.000487881,0.0015731163,0.001089493,0.0019147114,0.0005618781,0.002425645,0.0010879467,0.0035987888,0.013203884],"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":[0.000054920496,0.00001552883,0.000031687698,0.00005623092,0.00043451798,0.00012743879,0.00014014255,0.0000021926915,0.00003249029,0.12493928,0.86895704,0.0052085463],"study_design_scores_gemma":[0.0007097963,0.000092224094,0.000019795496,0.0003849017,0.00024301575,0.00006104991,0.000016137705,0.000005803901,0.000026726215,0.13329588,0.8636804,0.0014642538],"about_ca_topic_score_codex":0.00027308782,"about_ca_topic_score_gemma":0.00021343486,"teacher_disagreement_score":0.0462427,"about_ca_system_score_codex":0.00025654773,"about_ca_system_score_gemma":0.000627711,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4376627723","doi":"10.4337/9781784711443.00027","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.04055261516412905,"score_gpt":0.31545296627353053,"score_spread":0.2749003511094015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627723","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":[0.000067165696,0.0013184302,0.00008690977,0.0048494525,0.012938592,0.00038879373,0.000108692686,0.00017124557,0.9800707],"genre_scores_gemma":[0.018554008,0.00007276691,0.000120027435,0.00061274477,0.010305855,0.0000504314,0.00016940437,0.000063927946,0.9700508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675083,0.00031568343,0.00036816183,0.0004992202,0.001319505,0.0007465716],"domain_scores_gemma":[0.997945,0.00014035728,0.0002790651,0.00044285916,0.0007728157,0.00041990099],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016755777,0.00031333562,0.00046423363,0.00024135066,0.0014317286,0.003206079,0.0008632985,0.0008975822,0.0016654502],"category_scores_gemma":[0.0008921873,0.0002846461,0.0002206872,0.0002247071,0.0005135083,0.0007943081,0.0003544479,0.0010658115,0.0024363713],"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":[0.000005438,0.000010579847,0.000013662822,0.000019559497,0.00006922992,0.000007225156,0.010090451,0.000010628512,3.367316e-7,0.008042101,0.97524333,0.0064874794],"study_design_scores_gemma":[0.00020078383,0.000016779584,0.000024022336,0.00007198946,0.000030108067,0.0000014973143,0.0024027,0.0000047910644,0.0000013124061,0.0013772163,0.9954949,0.00037388658],"about_ca_topic_score_codex":0.013953089,"about_ca_topic_score_gemma":0.008362533,"teacher_disagreement_score":0.020251604,"about_ca_system_score_codex":0.0005364434,"about_ca_system_score_gemma":0.0023864862,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W4376627774","doi":"10.4337/9781849802222.00004","title":"Figures","year":2009,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","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":"Materials science","score_opus":0.0193615443743512,"score_gpt":0.23145069621220987,"score_spread":0.21208915183785867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627774","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":[0.000029075321,0.0000324619,0.000054688222,0.001718941,0.0006646407,0.0001999624,0.000015415842,0.00025401523,0.9970308],"genre_scores_gemma":[0.004504323,0.000010333775,0.0005255284,0.0028072444,0.00045487683,0.000008692952,0.00007973661,0.000033516255,0.9915758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834025,0.000023290217,0.0003374857,0.0004988189,0.00049227115,0.00030786626],"domain_scores_gemma":[0.9990609,0.000062976025,0.00021478126,0.00047135336,0.00002967763,0.00016026321],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000264133,0.0003190874,0.0002441325,0.00009279281,0.00021191397,0.00076301926,0.00051141274,0.00045892238,0.024746634],"category_scores_gemma":[0.000129421,0.00030232698,0.00018606141,0.00001682486,0.0001526485,0.0005746046,0.00019687803,0.0009153988,0.0030456036],"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":[0.00000990903,0.000012468418,0.000020398804,0.000005376212,0.000024963394,0.000046641777,0.00020327326,0.00003678829,0.00006168826,0.08371986,0.7963415,0.119517155],"study_design_scores_gemma":[0.00008465277,0.00005272664,0.00019306008,0.00004623344,0.000020033103,0.00002913886,0.000006730453,0.000016028009,0.000041126914,0.060063135,0.9391314,0.0003157407],"about_ca_topic_score_codex":0.00018944869,"about_ca_topic_score_gemma":0.000683583,"teacher_disagreement_score":0.14278992,"about_ca_system_score_codex":0.0002481516,"about_ca_system_score_gemma":0.00004611434,"threshold_uncertainty_score":0.9999429},"labels":[],"label_agreement":null},{"id":"W4376627837","doi":"10.4337/9781845423421.00007","title":"Abbreviations","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"DSM (Canada)","funders":"","keywords":"Philosophy","score_opus":0.02932530708201159,"score_gpt":0.24046228024332475,"score_spread":0.21113697316131316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627837","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":[0.000010950544,0.00053445285,0.00013737443,0.0006871188,0.0019393669,0.000920807,0.0007666141,0.0021670836,0.99283624],"genre_scores_gemma":[0.004132984,0.00001461403,0.0018914838,0.00097134645,0.003021158,0.00007743155,0.0010249417,0.0012143492,0.9876517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994576,0.00006487235,0.0011432847,0.0013686983,0.0018135088,0.0010336688],"domain_scores_gemma":[0.99541825,0.00020929222,0.0010519129,0.001985207,0.0007533248,0.0005819876],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013261294,0.0011757298,0.0010757333,0.0011749767,0.00048399414,0.004319464,0.0018431449,0.0015730287,0.0035325107],"category_scores_gemma":[0.0007924028,0.0012760155,0.0007634857,0.00007153298,0.00032989666,0.0017592219,0.0006066466,0.003023282,0.019701282],"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":[0.0000144754285,0.00001582299,0.0000053308554,0.00008068623,0.00026869972,0.00007747552,0.0003996441,0.000017711627,0.00004381999,0.73590153,0.25575262,0.0074222023],"study_design_scores_gemma":[0.0005699317,0.000038351784,0.000028101023,0.0006762576,0.00020674331,0.000041467785,0.000009253692,0.000003603529,0.000046396803,0.21335328,0.7839817,0.0010449546],"about_ca_topic_score_codex":0.00021806717,"about_ca_topic_score_gemma":0.000325293,"teacher_disagreement_score":0.52822906,"about_ca_system_score_codex":0.0017641527,"about_ca_system_score_gemma":0.001635927,"threshold_uncertainty_score":0.99972314},"labels":[],"label_agreement":null},{"id":"W4376627855","doi":"10.4337/9781848444942.00018","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02967464510857628,"score_gpt":0.29328533817829217,"score_spread":0.2636106930697159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627855","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":[0.00013796477,0.0012960064,0.00011177113,0.003952914,0.0105615705,0.00039097102,0.00008614001,0.00018160904,0.9832811],"genre_scores_gemma":[0.025362924,0.0004909646,0.00013274602,0.00075628667,0.009502888,0.000054006236,0.00013968456,0.00006722933,0.9634933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969052,0.00027174666,0.0003913046,0.00053267635,0.001110476,0.00078856695],"domain_scores_gemma":[0.9983785,0.00018425238,0.00028255064,0.000439297,0.00041787076,0.00029750104],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006971264,0.00033025778,0.00047259353,0.0002638314,0.0026925835,0.0020476459,0.0008335474,0.000915504,0.001939925],"category_scores_gemma":[0.00053817953,0.00030695766,0.00030164115,0.0002335927,0.00070506934,0.00073869043,0.00029284734,0.0011550311,0.002061847],"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":[0.000004519981,0.00001250209,0.000024163419,0.000019060168,0.00007563264,0.000016765232,0.010596834,0.000010085325,5.168891e-7,0.0051034824,0.97845656,0.0056799026],"study_design_scores_gemma":[0.00017166534,0.000013734628,0.00009083353,0.000071707036,0.000021188838,0.0000045851266,0.0011467776,0.000003682753,0.0000026571033,0.00030395473,0.9977759,0.00039331312],"about_ca_topic_score_codex":0.013605013,"about_ca_topic_score_gemma":0.005407867,"teacher_disagreement_score":0.02522496,"about_ca_system_score_codex":0.00037109584,"about_ca_system_score_gemma":0.0015869802,"threshold_uncertainty_score":0.99993825},"labels":[],"label_agreement":null},{"id":"W4376627862","doi":"10.4337/9781781001462.00014","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Mine drainage and remediation techniques","field":"Environmental Science","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.017259267270430527,"score_gpt":0.24831159686912407,"score_spread":0.23105232959869354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376627862","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":[0.00027883952,0.00015733675,0.0011533528,0.00044766418,0.002491862,0.00037430806,0.000050137405,0.00024881432,0.9947977],"genre_scores_gemma":[0.020784672,0.000024981293,0.0009370918,0.0014555483,0.0017386308,0.00009290384,0.00044611562,0.000103885526,0.9744162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722636,0.00012439826,0.00042242804,0.00064023904,0.0010634178,0.0005231842],"domain_scores_gemma":[0.99855053,0.000049357943,0.0003335277,0.00068807526,0.000060914597,0.00031758993],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010307567,0.00039216984,0.00040143,0.00017322155,0.00014417403,0.0010483451,0.0011526064,0.0008050345,0.014990107],"category_scores_gemma":[0.00032313,0.00034735136,0.00014532455,0.00015158168,0.00018627141,0.00080789113,0.00083924894,0.0010630123,0.017265256],"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":[0.000005288076,0.000015268504,0.00003380811,0.000019813277,0.000015324806,0.000009749837,0.00044656682,0.000017181686,0.00015520756,0.000036352296,0.9844132,0.014832214],"study_design_scores_gemma":[0.00017592113,0.00003747032,0.00002550986,0.000044713688,0.000013190575,0.000007815975,0.000042264564,0.000042840875,0.0010555725,0.0012194642,0.9968986,0.00043667064],"about_ca_topic_score_codex":0.0010605481,"about_ca_topic_score_gemma":0.00015676675,"teacher_disagreement_score":0.020505833,"about_ca_system_score_codex":0.00045685182,"about_ca_system_score_gemma":0.00015030288,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W4376628027","doi":"10.4337/9781847201645.00028","title":"Subject Index","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","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":"Subject (documents); Index (typography); Computer science; Library science; World Wide Web","score_opus":0.029991510974002062,"score_gpt":0.19752668348183944,"score_spread":0.16753517250783737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628027","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":[0.0000850914,0.00057613157,0.0010461776,0.0007623936,0.0018077648,0.00027246447,0.00033066343,0.00027613883,0.9948432],"genre_scores_gemma":[0.039316136,0.000011294287,0.00026522597,0.0016896594,0.0013573788,0.00001982313,0.0003798665,0.00019107256,0.9567695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730843,0.000008003896,0.0011996332,0.0008413801,0.00015783925,0.00048471894],"domain_scores_gemma":[0.9979202,0.000059715778,0.000960267,0.00078734255,0.00014981959,0.00012265661],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009351643,0.0004900947,0.0007790625,0.0010109266,0.00017288391,0.0016328465,0.0007364928,0.0009306459,0.0013967269],"category_scores_gemma":[0.00017888311,0.000610998,0.00032823088,0.00007279172,0.000115099545,0.000660429,0.00019998473,0.0012106502,0.0016448154],"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":[0.0000057979773,0.0000076138454,0.00070417434,0.000032107182,0.000060575345,0.000011206677,0.00005477248,0.0000024497947,5.1823196e-7,0.7193067,0.2779047,0.0019093863],"study_design_scores_gemma":[0.00030325283,0.000021037918,0.0007817877,0.000045862347,0.0000059244708,0.0000055852593,0.0000023730704,0.0000440729,0.000006455011,0.25750074,0.7407618,0.00052108563],"about_ca_topic_score_codex":0.00046790368,"about_ca_topic_score_gemma":0.00010755521,"teacher_disagreement_score":0.46285716,"about_ca_system_score_codex":0.00027453137,"about_ca_system_score_gemma":0.00010230842,"threshold_uncertainty_score":0.99963415},"labels":[],"label_agreement":null},{"id":"W4376628058","doi":"10.4337/9781847204363.00025","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Early Childhood Education and Development","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.019116355311993672,"score_gpt":0.28718669838029154,"score_spread":0.26807034306829786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628058","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":[0.00036674354,0.00047044668,0.00017774472,0.0038671428,0.01470843,0.00041849396,0.000035606376,0.0002345377,0.97972083],"genre_scores_gemma":[0.01602725,0.000048317146,0.0005116815,0.002050681,0.0081100995,0.000055001572,0.00042837922,0.00007456075,0.97269404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648285,0.00031802893,0.0005049081,0.0006072043,0.0012606584,0.0008263308],"domain_scores_gemma":[0.998276,0.00016169187,0.00035771952,0.00045086248,0.00038300778,0.00037074205],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014464853,0.00035508216,0.00040502276,0.00042128592,0.000978809,0.005151822,0.0011619859,0.0009650874,0.0047927722],"category_scores_gemma":[0.0005337013,0.00037734932,0.00018857663,0.00023987693,0.00024201338,0.00075891917,0.00016993405,0.0011864454,0.0064441534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000220181,0.000021250724,0.0002190184,0.00001706617,0.000032621294,0.0000021528776,0.009518122,0.000004525073,3.9068092e-7,0.00324786,0.9722861,0.014648659],"study_design_scores_gemma":[0.00016199735,0.000007446325,0.0011721076,0.00010112892,0.000011265572,8.7415964e-7,0.0009900427,5.490142e-7,0.000008973898,0.0010325538,0.9960426,0.0004704482],"about_ca_topic_score_codex":0.019003494,"about_ca_topic_score_gemma":0.0050910865,"teacher_disagreement_score":0.023756482,"about_ca_system_score_codex":0.000581198,"about_ca_system_score_gemma":0.006039171,"threshold_uncertainty_score":0.99986786},"labels":[],"label_agreement":null},{"id":"W4376628124","doi":"10.4337/9781845424596.00013","title":"Bibliography","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Memorial University of Newfoundland; University of Cambridge; Chalmers Tekniska Högskola; University of Pennsylvania; Lehigh University; University of Twente; University of Oxford; Johns Hopkins University","keywords":"Bibliography; Computer science; Library science","score_opus":0.02634815989275279,"score_gpt":0.23813389526707276,"score_spread":0.21178573537431997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628124","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":[0.000018409026,0.0015118965,0.00004228808,0.00048114843,0.002088224,0.0008450862,0.00074518373,0.0030470174,0.9912208],"genre_scores_gemma":[0.000812267,0.00040640825,0.0022514123,0.0016353392,0.0072505334,0.00007185074,0.0006897182,0.0017965148,0.98508596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264634,0.00009344378,0.0013113158,0.0018556317,0.0025846385,0.0015086236],"domain_scores_gemma":[0.9944306,0.00025626027,0.0011663961,0.0024847,0.0008127906,0.00084926194],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019363848,0.0016099834,0.0013519402,0.052056305,0.0004167678,0.0071769166,0.0027169671,0.0021755125,0.0035047506],"category_scores_gemma":[0.00024361673,0.001707184,0.0014297912,0.0017810183,0.0005347597,0.002649817,0.0008817711,0.0039224573,0.0146691995],"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":[0.00004315546,0.000020196765,0.000036332134,0.00005405057,0.00047128156,0.000090143236,0.00011784084,0.000003166218,0.000060841427,0.115533784,0.86468714,0.01888208],"study_design_scores_gemma":[0.00066916423,0.00006789136,0.000065113076,0.00046752978,0.00026929536,0.00006811029,0.000009761601,0.000008403195,0.00007768577,0.0350593,0.9615157,0.001722033],"about_ca_topic_score_codex":0.0001673717,"about_ca_topic_score_gemma":0.0003312811,"teacher_disagreement_score":0.09682859,"about_ca_system_score_codex":0.00021617067,"about_ca_system_score_gemma":0.00033196146,"threshold_uncertainty_score":0.9996648},"labels":[],"label_agreement":null},{"id":"W4376628371","doi":"10.4337/9781781950951.00004","title":"Tables","year":2003,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.046933750771787346,"score_gpt":0.19156553045750366,"score_spread":0.1446317796857163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628371","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":[0.000007905562,0.0024738102,0.00008024694,0.00035214543,0.007982239,0.00023434946,0.0012218319,0.00013311565,0.9875144],"genre_scores_gemma":[0.00018148507,0.00014024554,0.00046028444,0.0012455848,0.00054315996,0.000016743108,0.00008157988,0.00011100898,0.9972199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972978,0.000006902274,0.0009234093,0.0010931763,0.000094864314,0.000583827],"domain_scores_gemma":[0.9980955,0.000059607893,0.00077685213,0.0007973861,0.00008015988,0.0001905096],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011816449,0.00047943948,0.0009542525,0.0005177622,0.00029411278,0.0018498432,0.0007447582,0.00052924675,0.020617222],"category_scores_gemma":[0.00022162346,0.0005813296,0.00038811407,0.000028780634,0.00022680024,0.00072245224,0.00031585162,0.00062179164,0.022734152],"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":[0.000002043479,0.0000040115224,0.000024294064,0.000016671329,0.000116705916,0.0000051767665,0.00014407028,0.0000014183325,1.1183451e-7,0.49662676,0.50239605,0.0006627199],"study_design_scores_gemma":[0.00024023102,0.000013873182,0.000006307899,0.000046457604,0.00001672679,0.000004470842,0.000042433865,0.0000087465505,0.0000033408714,0.15498775,0.8440883,0.0005413227],"about_ca_topic_score_codex":0.000118090706,"about_ca_topic_score_gemma":0.000031677,"teacher_disagreement_score":0.3416923,"about_ca_system_score_codex":0.00027956674,"about_ca_system_score_gemma":0.000056933794,"threshold_uncertainty_score":0.99966383},"labels":[],"label_agreement":null},{"id":"W4376628712","doi":"10.4337/9781848440203.00017","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.1679644485424048,"score_gpt":0.3870419858636806,"score_spread":0.2190775373212758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628712","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":[0.0019223401,0.0005120742,0.00008470046,0.0020842368,0.011978316,0.00081277767,0.000063686995,0.0002603914,0.9822815],"genre_scores_gemma":[0.053958334,0.00059584423,0.00011073179,0.0012915309,0.0077250833,0.00015610634,0.0002283944,0.00011651474,0.9358175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452436,0.00063722883,0.00067370053,0.0009354151,0.0020108977,0.0012183699],"domain_scores_gemma":[0.9975986,0.00022248334,0.0004088426,0.00085548236,0.00037268107,0.0005419069],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019343504,0.00050607976,0.00066324277,0.00028102912,0.00146564,0.0031759932,0.0018007121,0.0011762592,0.004483464],"category_scores_gemma":[0.0010131799,0.0005138453,0.00039798568,0.00021514136,0.00091134454,0.0009606037,0.0003630038,0.0013434911,0.004043648],"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":[0.000012813456,0.00006038166,0.00084386003,0.000078628866,0.00007579852,0.000008060523,0.012513873,0.000004878684,0.000002030276,0.0017121151,0.9749116,0.009776014],"study_design_scores_gemma":[0.0002647189,0.000035917783,0.00026479815,0.00012708387,0.000024084715,0.000001592619,0.0014016365,0.0000022770434,0.00001861794,0.0010392959,0.9962403,0.0005796308],"about_ca_topic_score_codex":0.020004721,"about_ca_topic_score_gemma":0.0051258327,"teacher_disagreement_score":0.052035995,"about_ca_system_score_codex":0.0009464365,"about_ca_system_score_gemma":0.0019511968,"threshold_uncertainty_score":0.9998343},"labels":[],"label_agreement":null},{"id":"W4376628756","doi":"10.4337/9781847201645.00007","title":"Abbreviations","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Canadian Space Agency; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; National Institute of Standards and Technology; European Commission","keywords":"Computer science","score_opus":0.024984285950337554,"score_gpt":0.23208523773982564,"score_spread":0.2071009517894881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628756","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":[0.000010811957,0.0005847358,0.00021948885,0.00043286127,0.0017319788,0.00083351537,0.0010846512,0.002155516,0.99294645],"genre_scores_gemma":[0.0016807205,0.000005626995,0.0012169561,0.0006113973,0.0038138286,0.000071769864,0.0019652888,0.0011270465,0.9895074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99454,0.000083439285,0.0012222087,0.0013347911,0.0017922525,0.0010273269],"domain_scores_gemma":[0.99549836,0.00027889985,0.001131744,0.0019130784,0.0007623971,0.00041549283],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013504887,0.0011624943,0.0010726382,0.0012016268,0.00047298157,0.0045806034,0.0016932868,0.001539825,0.0015749135],"category_scores_gemma":[0.00052035495,0.0012645898,0.0007517776,0.00006957314,0.00030016073,0.001566111,0.000553742,0.0026756232,0.014143963],"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":[0.000009168339,0.000012998818,0.00001197606,0.000050452356,0.00015846443,0.00005002891,0.00009411445,0.0000124225335,0.000037253172,0.2790596,0.71489483,0.0056087147],"study_design_scores_gemma":[0.0004353066,0.000030635827,0.00006940135,0.00038783118,0.00023837049,0.000039561015,0.000005028722,0.000019402067,0.0000375381,0.056294754,0.94124496,0.0011971926],"about_ca_topic_score_codex":0.0003670516,"about_ca_topic_score_gemma":0.0005452683,"teacher_disagreement_score":0.22635014,"about_ca_system_score_codex":0.0009279271,"about_ca_system_score_gemma":0.0007126646,"threshold_uncertainty_score":0.9997564},"labels":[],"label_agreement":null},{"id":"W4376628879","doi":"10.4337/9781781008959.00016","title":"Bibliography","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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; York University; London School of Economics and Political Science; University of Cambridge; Yale University; University of Oxford; Harvard University; World Bank Group; Emory University; United States Agency for International Development","keywords":"Computer science","score_opus":0.024088042620223005,"score_gpt":0.23069999374520903,"score_spread":0.206611951124986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376628879","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":[0.000015191709,0.00057847693,0.00031420184,0.0002903115,0.002836219,0.0007703611,0.00045583758,0.0028767746,0.99186265],"genre_scores_gemma":[0.0018006179,0.00015375127,0.0013719089,0.0016971969,0.005008436,0.00007343969,0.0007173186,0.0018662459,0.98731107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928675,0.0001398457,0.001246335,0.0018553856,0.0024732903,0.0014176065],"domain_scores_gemma":[0.9938728,0.00037426644,0.001278028,0.0027515707,0.0008804034,0.0008429135],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0027027552,0.0015609947,0.001480324,0.047975004,0.00042099468,0.007272626,0.0028036954,0.002138281,0.0017610929],"category_scores_gemma":[0.00040055226,0.001617275,0.0013917227,0.0015281979,0.00057120976,0.0012699359,0.0009091158,0.0035494543,0.013760011],"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":[0.000034148263,0.000008494707,0.000041093237,0.0000837566,0.00037551895,0.000048268186,0.0000738194,0.0000014598369,0.000056352877,0.21307786,0.77706474,0.009134474],"study_design_scores_gemma":[0.0006217913,0.000091913476,0.000054786702,0.00053340284,0.00025916455,0.000048036873,0.0000059293566,0.000011426895,0.00006847176,0.067737155,0.92894953,0.0016183926],"about_ca_topic_score_codex":0.00020293905,"about_ca_topic_score_gemma":0.00018660861,"teacher_disagreement_score":0.15188476,"about_ca_system_score_codex":0.00013448764,"about_ca_system_score_gemma":0.00024231849,"threshold_uncertainty_score":0.99971384},"labels":[],"label_agreement":null},{"id":"W4376629160","doi":"10.4337/9781781954164.00017","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.025965241544873292,"score_gpt":0.21243570270294762,"score_spread":0.18647046115807434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629160","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":[0.00066681515,0.0007299949,0.0038636627,0.0006058233,0.015345313,0.00029652938,0.0003010393,0.00016740407,0.9780234],"genre_scores_gemma":[0.119967096,0.0003146748,0.00071242347,0.0025125714,0.0077614696,0.00009780155,0.00077291357,0.00044729828,0.86741376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962132,0.000055334807,0.0014196297,0.0012369248,0.00009549754,0.0009794211],"domain_scores_gemma":[0.99692345,0.00014821383,0.0012784395,0.0012493861,0.00008370888,0.00031681734],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020572424,0.00064463203,0.0014408001,0.00084932504,0.00028212173,0.0041065225,0.0014853053,0.0013683711,0.005795309],"category_scores_gemma":[0.00049600034,0.0008243569,0.00046562412,0.00012863037,0.00013199577,0.00086133514,0.00043360906,0.0015645861,0.042152632],"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":[0.000017401535,0.000022301445,0.00055559,0.00014292297,0.00012655545,0.000003284496,0.00026489876,0.00006437506,5.428928e-7,0.0188909,0.96662813,0.013283118],"study_design_scores_gemma":[0.00048041527,0.00003330959,0.00012595627,0.00008697694,0.000010418617,0.0000066732305,0.000016799038,0.0007129511,0.000007882464,0.012708265,0.9848689,0.00094149593],"about_ca_topic_score_codex":0.00090335024,"about_ca_topic_score_gemma":0.00012745109,"teacher_disagreement_score":0.119300276,"about_ca_system_score_codex":0.00043251025,"about_ca_system_score_gemma":0.00017922204,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W4376629248","doi":"10.4337/9781784718282.00016","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","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":"Human Resources and Skills Development Canada","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.021839874521809386,"score_gpt":0.21520146218218314,"score_spread":0.19336158766037376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629248","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":[0.006212593,0.0013051991,0.0000013870906,0.0062697353,0.006302692,0.00041557426,0.00061791134,0.0003104381,0.97856444],"genre_scores_gemma":[0.13588169,0.00003738433,0.00003391348,0.0016130146,0.014177998,0.000041479823,0.0027186414,0.000010023976,0.84548587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707896,0.00014389264,0.00042310168,0.0007685193,0.00086671556,0.00071882684],"domain_scores_gemma":[0.998597,0.000115829935,0.0003184301,0.00017211316,0.00036294543,0.00043363756],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053942605,0.00054184644,0.00058107416,0.000032314198,0.00027802022,0.0026042294,0.0013889532,0.0012630948,0.0046154708],"category_scores_gemma":[0.00020467621,0.00017933403,0.00025865174,0.00026574978,0.000071976916,0.00054963364,0.00046211414,0.0014255749,0.0047828853],"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":[0.000010724831,0.000026515832,0.000010297486,0.000017158947,0.000040152307,0.000007687177,0.00011132965,8.7224254e-7,0.002441371,0.00005359342,0.95704335,0.040236972],"study_design_scores_gemma":[0.00014482267,0.00012929938,0.00036733717,0.00010373649,0.000020690344,0.00001910215,0.00020564199,0.0000019909844,0.00041862088,0.00025738718,0.99773943,0.000591965],"about_ca_topic_score_codex":0.0006999568,"about_ca_topic_score_gemma":0.00085109845,"teacher_disagreement_score":0.13307862,"about_ca_system_score_codex":0.00013699438,"about_ca_system_score_gemma":0.000121376004,"threshold_uncertainty_score":0.99843115},"labels":[],"label_agreement":null},{"id":"W4376629346","doi":"10.4337/9780857930699.00004","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","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 International Science and Engineering; Rotman School of Management, University of Toronto; International Development Research Centre; University of Toronto; Aga Khan Foundation","keywords":"Philosophy","score_opus":0.17287623316850648,"score_gpt":0.40344862555236577,"score_spread":0.2305723923838593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629346","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":[0.00007733102,0.0005991642,0.00048387997,0.0018167034,0.004103781,0.00041458392,0.00009809756,0.00019575759,0.9922107],"genre_scores_gemma":[0.021163296,0.000026569065,0.00040043378,0.0019397655,0.002331162,0.000023856124,0.00010881391,0.00008466449,0.9739214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922347,0.00014601079,0.001368085,0.0008048183,0.0047837673,0.00066260656],"domain_scores_gemma":[0.9944534,0.0011579475,0.0010835616,0.0014660798,0.0013697711,0.00046928276],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011050709,0.0005126102,0.0007844846,0.00073624554,0.0003422846,0.004739991,0.0019320201,0.00076839613,0.015449135],"category_scores_gemma":[0.0024861207,0.00039750175,0.00043511725,0.000070201044,0.00016663462,0.0020810121,0.0005040129,0.0012496253,0.0056900135],"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":[0.000015817332,0.000010071895,0.00027227457,0.000007861158,0.00007054535,0.0000059675476,0.00048318584,0.000004184022,0.0000071994195,0.34994066,0.36325282,0.2859294],"study_design_scores_gemma":[0.00032761466,0.000037523718,0.00029627097,0.000063346764,0.000047020632,0.0000098582395,0.000050126186,0.000059962964,0.000035440273,0.08741405,0.9112157,0.0004430329],"about_ca_topic_score_codex":0.000024599876,"about_ca_topic_score_gemma":0.00008753476,"teacher_disagreement_score":0.5479629,"about_ca_system_score_codex":0.00028223847,"about_ca_system_score_gemma":0.0007890537,"threshold_uncertainty_score":0.9998477},"labels":[],"label_agreement":null},{"id":"W4376629609","doi":"10.4337/9781781001424.00007","title":"Contributors","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Universidad de la República Uruguay; Lunds Universitet; Latvijas Zinatnu Akademija; Georgia Institute of Technology; European Commission; University of Edinburgh; International Development Research Centre; Council for Science and Technology Policy; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Political science","score_opus":0.03497373831512132,"score_gpt":0.22638441908802734,"score_spread":0.19141068077290602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629609","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":[0.000027397708,0.0005952661,0.000088265086,0.00013775493,0.003470362,0.0009535327,0.0010657898,0.002423794,0.9912378],"genre_scores_gemma":[0.0046496294,0.000010642284,0.00040452075,0.000733287,0.0028975455,0.00006170774,0.00069902575,0.0013967822,0.9891469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938286,0.000110047964,0.0012519078,0.0016030888,0.0017382853,0.001468079],"domain_scores_gemma":[0.99434865,0.00026678602,0.0013271102,0.002223196,0.0010142619,0.0008200242],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0021571012,0.0014644489,0.0015067038,0.00112535,0.00037143,0.0032827496,0.0024461255,0.0022885832,0.0043992456],"category_scores_gemma":[0.0010671235,0.0015089221,0.00084946805,0.00004869209,0.0005061166,0.0016490775,0.00094548275,0.0035131043,0.02082262],"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":[0.00007572184,0.000015500498,0.000017452945,0.000048257418,0.0004401765,0.0001644614,0.00046847947,2.58542e-7,0.00004635929,0.5100881,0.47652113,0.0121141],"study_design_scores_gemma":[0.00075815455,0.0000808237,0.000028960452,0.0004040111,0.00026987778,0.00005817325,0.000009162522,0.000002183419,0.00020908743,0.11451293,0.8822324,0.0014342074],"about_ca_topic_score_codex":0.00034398277,"about_ca_topic_score_gemma":0.00027068245,"teacher_disagreement_score":0.4057113,"about_ca_system_score_codex":0.00086571265,"about_ca_system_score_gemma":0.00080266694,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W4376629627","doi":"10.4337/9781783470211.00006","title":"Contributors","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geographies of human-animal interactions","field":"Social Sciences","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":"York University","keywords":"Political science","score_opus":0.056763611697408366,"score_gpt":0.30878479350283733,"score_spread":0.252021181805429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629627","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":[0.00005713998,0.0006013305,0.0000044403073,0.0026814148,0.0041450365,0.0004958903,0.000115619274,0.00069868634,0.99120045],"genre_scores_gemma":[0.028185884,0.000034050514,0.0001755182,0.00049499143,0.0033065642,0.000027721522,0.000103178034,0.000118285025,0.9675538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99635464,0.000117425116,0.0005549622,0.00064656325,0.0015398439,0.0007865383],"domain_scores_gemma":[0.99658626,0.00031815964,0.00051482406,0.00062339986,0.0013428255,0.0006145113],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002001741,0.00046487967,0.0005777324,0.00065028033,0.0010168437,0.0036645872,0.0013988784,0.001013545,0.0026937032],"category_scores_gemma":[0.0017843021,0.00050793384,0.0004568181,0.00005389527,0.000806165,0.0014132713,0.0003216287,0.0016658265,0.0008566028],"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":[0.000010756856,0.0000068977497,0.000011436263,0.000006016595,0.000102439386,0.00002048973,0.0023881143,4.6684815e-7,0.000001297821,0.5214883,0.47433373,0.0016300011],"study_design_scores_gemma":[0.0001909621,0.000049425784,0.000013235134,0.00011333965,0.00008325298,0.0000037919788,0.0012605226,6.320166e-7,0.0000020094099,0.0981954,0.8996036,0.0004838597],"about_ca_topic_score_codex":0.0035581412,"about_ca_topic_score_gemma":0.035246182,"teacher_disagreement_score":0.42526984,"about_ca_system_score_codex":0.00056109496,"about_ca_system_score_gemma":0.00085528666,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W4376629690","doi":"10.4337/9781781001196.00035","title":"Index","year":2011,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","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":"Index (typography); Computer science; World Wide Web","score_opus":0.016019905491371545,"score_gpt":0.22959462142176407,"score_spread":0.2135747159303925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629690","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":[0.0023265409,0.000073463496,0.00024227177,0.0005088421,0.006122646,0.0003975744,0.000025433967,0.00016923953,0.990134],"genre_scores_gemma":[0.06252987,0.000010546901,0.0003403663,0.0009044878,0.0010918017,0.000071038536,0.00008750116,0.000091413145,0.934873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664813,0.00022835753,0.00049140234,0.0011266656,0.00075785123,0.0007476062],"domain_scores_gemma":[0.9980927,0.000043114203,0.00028962913,0.0011835893,0.00006379566,0.00032716308],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011397449,0.00047291373,0.00045271934,0.0001432648,0.0002988537,0.00097411545,0.001216014,0.00074931834,0.0598104],"category_scores_gemma":[0.00045133234,0.00044802213,0.00022130084,0.00017373002,0.0004342741,0.0009834416,0.0009120373,0.0015140591,0.02505047],"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":[0.000019354376,0.000041970798,0.0011043198,0.000054794604,0.000023704286,0.000007066991,0.0008461552,0.000027716147,0.000012301275,0.00009303012,0.9561845,0.041585058],"study_design_scores_gemma":[0.00019062845,0.00003374478,0.0028836133,0.000021517226,0.000015783371,0.000010545025,0.00013324426,0.000011892559,0.00014778972,0.0016553864,0.994375,0.0005208844],"about_ca_topic_score_codex":0.0031392886,"about_ca_topic_score_gemma":0.00026976815,"teacher_disagreement_score":0.060203332,"about_ca_system_score_codex":0.00064690126,"about_ca_system_score_gemma":0.00016645093,"threshold_uncertainty_score":0.99979717},"labels":[],"label_agreement":null},{"id":"W4376629710","doi":"10.4337/9781784711443.00005","title":"Tables","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.09642575176372323,"score_gpt":0.2375356922550883,"score_spread":0.14110994049136508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376629710","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":[0.000034403536,0.018736638,0.00004721877,0.001149263,0.0027753606,0.00027673377,0.0012917757,0.00022066278,0.9754679],"genre_scores_gemma":[0.0033787536,0.00026871037,0.0003608447,0.0011775086,0.00251088,0.000027398255,0.00020609345,0.00019231056,0.9918775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972478,0.000012942937,0.001015722,0.0008915861,0.00016949703,0.00066244515],"domain_scores_gemma":[0.99782646,0.000112636466,0.0006296484,0.00093041855,0.00020438562,0.0002964657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013103636,0.0006035525,0.0011725412,0.00060805987,0.00023278849,0.00091345015,0.00082235737,0.0007204508,0.00088841736],"category_scores_gemma":[0.00058549974,0.0006973637,0.00038484996,0.00003588783,0.00021912107,0.0006159725,0.00040478515,0.00091677177,0.0029129325],"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":[0.0000069840007,0.00000533617,0.00008587166,0.000040972176,0.00015616938,0.000009615552,0.00058585295,0.0000014860522,8.2991356e-8,0.54684633,0.4504489,0.001812418],"study_design_scores_gemma":[0.00022090442,0.00003600549,0.00003417871,0.000053950036,0.000017399076,0.0000059290833,0.000026698943,0.0000055505584,7.6724353e-7,0.36127338,0.6378396,0.00048559665],"about_ca_topic_score_codex":0.0012079615,"about_ca_topic_score_gemma":0.00053222483,"teacher_disagreement_score":0.18739074,"about_ca_system_score_codex":0.0003072468,"about_ca_system_score_gemma":0.00013848291,"threshold_uncertainty_score":0.9995478},"labels":[],"label_agreement":null},{"id":"W4376630093","doi":"10.4337/9781781001066.00017","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.06761871457826418,"score_gpt":0.2712105421618939,"score_spread":0.2035918275836297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376630093","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":[0.00016869113,0.005764439,0.0005503817,0.00072651444,0.014436754,0.00050247926,0.0011312222,0.00011874985,0.97660077],"genre_scores_gemma":[0.014614556,0.00039417806,0.00028411133,0.0009935843,0.009889425,0.00011100836,0.00050666457,0.00023338935,0.9729731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576694,0.00008066603,0.0012398363,0.0011011399,0.0003252644,0.0014861824],"domain_scores_gemma":[0.99713033,0.00014176208,0.000979935,0.001101037,0.00013087793,0.0005160734],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0027493308,0.0005755003,0.0012083626,0.0012824978,0.00025327373,0.0032784957,0.002363993,0.0018383266,0.035514854],"category_scores_gemma":[0.0008303971,0.0006926898,0.0004260266,0.00024212938,0.00020475089,0.0018441767,0.0009920871,0.0034319842,0.1259736],"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":[0.000015136864,0.000027064676,0.00072389294,0.00009726606,0.00015876553,0.0000053392105,0.00039579975,0.000004082501,0.0000016439035,0.07662435,0.9171513,0.004795385],"study_design_scores_gemma":[0.00053618656,0.000017789936,0.00027433588,0.00007541088,0.000008868937,0.0000055953215,0.000047467543,0.000024437812,0.00002129068,0.008540708,0.98971254,0.0007353555],"about_ca_topic_score_codex":0.0013120259,"about_ca_topic_score_gemma":0.000018139053,"teacher_disagreement_score":0.09045874,"about_ca_system_score_codex":0.0006665087,"about_ca_system_score_gemma":0.00024933057,"threshold_uncertainty_score":0.9995524},"labels":[],"label_agreement":null},{"id":"W4376852765","doi":"10.4337/9781781950517.00022","title":"Index","year":2003,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Water resources management and optimization","field":"Engineering","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":"Index (typography); Computer science; World Wide Web","score_opus":0.010077152344798685,"score_gpt":0.1921159540683066,"score_spread":0.1820388017235079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376852765","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":[0.00015365618,0.0005763497,0.013866929,0.000049175393,0.006796052,0.00032708579,0.000027063508,0.00042624693,0.9777774],"genre_scores_gemma":[0.004792562,0.000087690365,0.0010376308,0.0003455119,0.0015066153,0.000071493494,0.0007767793,0.00029464313,0.9910871],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982158,0.00005435787,0.00038596918,0.0003849762,0.00040450957,0.0005543688],"domain_scores_gemma":[0.99915457,0.000022550808,0.000100032215,0.00051653094,0.00006856564,0.00013776365],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025432723,0.0004648559,0.00039504332,0.00045761565,0.0001060757,0.0026815103,0.000658037,0.00060329435,0.002212383],"category_scores_gemma":[0.000030714527,0.00048587905,0.00014332612,0.0001403761,0.00003389322,0.0006179216,0.00012271176,0.0009026292,0.0034296834],"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":[0.0000025946604,0.000004568546,0.000012145219,0.00021988462,0.00011426516,0.000004167795,0.00022028532,0.04016965,0.0000043496366,0.000098471246,0.9558611,0.0032885137],"study_design_scores_gemma":[0.0002527513,0.000009823504,0.000007871658,0.00010277974,0.000031753505,0.0000022723013,0.00002102669,0.0051526395,0.00013233253,0.00006489148,0.99368334,0.00053849857],"about_ca_topic_score_codex":0.00003189474,"about_ca_topic_score_gemma":0.000014620399,"teacher_disagreement_score":0.037822254,"about_ca_system_score_codex":0.00016058738,"about_ca_system_score_gemma":0.00003234736,"threshold_uncertainty_score":0.9997593},"labels":[],"label_agreement":null},{"id":"W4376852814","doi":"10.4337/9781035303922.00017","title":"Alternative Green Accounting Methodologies","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Environmental accounting; Sustainability; Accounting; Green economy; Social accounting; National Income and Product Accounts; Green growth; Economics; Management accounting; Business; Political science; Ecology; Sustainable development","score_opus":0.035905689743202455,"score_gpt":0.25140137492991455,"score_spread":0.21549568518671208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376852814","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":[0.0013120362,0.00006945828,0.00010361762,0.00041092903,0.00045574643,0.00040546193,0.00002738969,0.00028364031,0.99693173],"genre_scores_gemma":[0.0037862547,0.00007305039,0.0046518827,0.0017518317,0.0008434798,0.0000401618,0.00010451334,0.0001913363,0.9885575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648356,0.00007947777,0.0005762574,0.000995642,0.0010044615,0.0008606186],"domain_scores_gemma":[0.99848807,0.00023145998,0.00040260126,0.00064095494,0.000014766951,0.00022212807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010369217,0.0007168526,0.0005762694,0.00022794334,0.00036145377,0.00086070824,0.0013363439,0.0006311126,0.012230874],"category_scores_gemma":[0.00016537849,0.00070348923,0.00025347385,0.000046258738,0.0005127652,0.0013777899,0.0014511013,0.0011133042,0.0025072696],"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":[0.00009189952,0.000023248387,0.0009831147,0.00007270651,0.00035037572,0.0003082147,0.0033183666,0.00036687392,0.00011518892,0.026042758,0.11869092,0.8496363],"study_design_scores_gemma":[0.00023847271,0.000031406227,0.00076585606,0.00006661033,0.000048053622,0.00001909082,0.00008616569,0.000023198132,0.0001531109,0.19869585,0.7990775,0.0007946909],"about_ca_topic_score_codex":0.003142416,"about_ca_topic_score_gemma":0.00016870047,"teacher_disagreement_score":0.84884167,"about_ca_system_score_codex":0.0010389951,"about_ca_system_score_gemma":0.00005849976,"threshold_uncertainty_score":0.99954164},"labels":[],"label_agreement":null},{"id":"W4376852865","doi":"10.4337/9781035303922.00020","title":"Constructing Green Accounts","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Accounting; Green economy; Green growth; National Income and Product Accounts; Gross fixed capital formation; Economics; Political science; Ecology; Sustainable development; Economic growth; Gross domestic product","score_opus":0.012574454375263685,"score_gpt":0.19950079353398767,"score_spread":0.18692633915872398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376852865","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":[0.0022715533,0.0000399587,0.0000065052213,0.00039250884,0.00042932085,0.0003852865,0.000049304494,0.00023890655,0.9961867],"genre_scores_gemma":[0.009309322,0.000024135901,0.00069123425,0.0014651223,0.0006692675,0.000022833292,0.00017057937,0.00018723666,0.98746026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966087,0.000027414651,0.0005796512,0.0009095642,0.0010181327,0.000856563],"domain_scores_gemma":[0.9986152,0.00006849395,0.00032544468,0.0006561242,0.0000115164385,0.00032320773],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004435594,0.0006758232,0.0004979343,0.00018812995,0.00034838045,0.0008728305,0.0010275836,0.0006886472,0.024762528],"category_scores_gemma":[0.000048262766,0.0007104082,0.0002156596,0.000042924858,0.00055410824,0.0011863853,0.0009604408,0.0010524278,0.0043722237],"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":[0.000048132068,0.000020049769,0.0026194677,0.000057611134,0.0001639043,0.00023619657,0.0010913755,0.000021103127,0.000029053012,0.024708992,0.1528486,0.8181555],"study_design_scores_gemma":[0.00033133902,0.000023691051,0.00051437493,0.00008480283,0.000045606797,0.000059767164,0.00013583773,0.000011833488,0.000050901366,0.044321656,0.9535327,0.00088746345],"about_ca_topic_score_codex":0.0015397898,"about_ca_topic_score_gemma":0.0003484206,"teacher_disagreement_score":0.8172681,"about_ca_system_score_codex":0.0014573092,"about_ca_system_score_gemma":0.00008037363,"threshold_uncertainty_score":0.9995347},"labels":[],"label_agreement":null},{"id":"W4376852920","doi":"10.4337/9781035303922.00015","title":"Formal Models and Practical Measurement for Greening the Accounts","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Accounting; Gross fixed capital formation; Green growth; National Income and Product Accounts; Green economy; Greening; Economics; Social accounting; Management accounting; Business; Political science; Ecology; Economic growth; Sustainable development; Gross domestic product","score_opus":0.051047772101738144,"score_gpt":0.23918871853427023,"score_spread":0.1881409464325321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376852920","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":[0.00060700014,0.000093746974,0.0010032896,0.0016801008,0.00020900006,0.0010405546,0.000025220615,0.00008503649,0.99525607],"genre_scores_gemma":[0.115628526,0.000179171,0.006058847,0.0062786145,0.0013270921,0.00044663154,0.00012741207,0.00039182906,0.86956185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969264,0.000026834341,0.0004275122,0.0006325197,0.0012125978,0.00077410997],"domain_scores_gemma":[0.9989864,0.00011767486,0.00022575087,0.00043353153,0.000023722992,0.00021287231],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015375828,0.00047853737,0.00032318733,0.00007926775,0.0006648352,0.0010030159,0.00043155247,0.00039388443,0.00078149716],"category_scores_gemma":[0.00010189832,0.00037513516,0.00014668876,0.000020179148,0.0003558405,0.0021581103,0.0007287039,0.0006761759,0.00010753077],"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":[0.00048515477,0.000065070504,0.0002010348,0.0001646056,0.00046521414,0.00008406444,0.0047822096,0.00075663463,0.00006169178,0.114990965,0.32953882,0.5484045],"study_design_scores_gemma":[0.0004983876,0.000058200338,0.00028711048,0.0000655613,0.00009252733,0.00004912361,0.00011870369,0.000726303,0.000023283927,0.10700779,0.89049935,0.00057366607],"about_ca_topic_score_codex":0.00024078766,"about_ca_topic_score_gemma":0.00014447446,"teacher_disagreement_score":0.56096053,"about_ca_system_score_codex":0.00073190173,"about_ca_system_score_gemma":0.00009323722,"threshold_uncertainty_score":0.99987006},"labels":[],"label_agreement":null},{"id":"W4376861101","doi":"10.4337/9781035303922.00008","title":"Introduction","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Accounting; Green growth; Green economy; National Income and Product Accounts; Economics; Political science; Ecology; Sustainable development","score_opus":0.008703746570120192,"score_gpt":0.18771651984246654,"score_spread":0.17901277327234635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861101","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":[0.0005953673,0.000041072984,0.000010801166,0.0016499421,0.00068111526,0.00032296305,0.000012197283,0.00023316231,0.9964534],"genre_scores_gemma":[0.002187753,0.000048297774,0.00042334732,0.0010316744,0.0024386914,0.000023437226,0.00018619366,0.00014189063,0.9935187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972675,0.000023650367,0.00043600806,0.00086164655,0.0007925405,0.0006186427],"domain_scores_gemma":[0.9988628,0.00002658622,0.0002023036,0.0006524395,0.000008024117,0.00024781984],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003867736,0.00052501744,0.00035644684,0.00016273794,0.00027502197,0.00065544876,0.0006571558,0.0005492966,0.055394698],"category_scores_gemma":[0.000045413042,0.00054541527,0.00017662456,0.000035854002,0.00032988182,0.0009532065,0.00053010706,0.00085182994,0.008902791],"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":[0.000028402112,0.000013615633,0.000070036695,0.00001540668,0.000050991588,0.000041949348,0.00038050284,0.00006666356,0.00004291957,0.0121111395,0.8017549,0.18542348],"study_design_scores_gemma":[0.00018360489,0.000029974557,0.0003721741,0.000021724007,0.00003245059,0.000025070383,0.000022691798,0.00000626178,0.00007694435,0.036521908,0.9621125,0.0005946986],"about_ca_topic_score_codex":0.00026281847,"about_ca_topic_score_gemma":0.000056493245,"teacher_disagreement_score":0.18482877,"about_ca_system_score_codex":0.0010649409,"about_ca_system_score_gemma":0.00004568749,"threshold_uncertainty_score":0.9996997},"labels":[],"label_agreement":null},{"id":"W4376861102","doi":"10.4337/9781035303922.00014","title":"Indicators and Accounts of Sustainable Development: the NAMEA Approach","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Accounting; Green economy; Green growth; Social accounting; National Income and Product Accounts; Economics; Sustainable development; Management accounting; Political science; Ecology","score_opus":0.008313208483618167,"score_gpt":0.18302799266587857,"score_spread":0.1747147841822604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861102","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":[0.020992933,0.0001679965,0.000012831782,0.00012502905,0.000074695505,0.0006854812,0.000009466881,0.00006743518,0.97786415],"genre_scores_gemma":[0.11308843,0.00006922562,0.0008776378,0.00061621884,0.00013743773,0.000074735326,0.00009156429,0.00013795811,0.88490677],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689794,0.000038454393,0.00059869315,0.00071064493,0.0009736214,0.0007806759],"domain_scores_gemma":[0.9987132,0.00007213904,0.00040133618,0.00058078114,0.00001452468,0.00021803273],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090798916,0.00055680657,0.0004656099,0.00029981806,0.0005290517,0.000550362,0.0010553941,0.0005092245,0.0017234888],"category_scores_gemma":[0.000057978574,0.00044323265,0.00010822902,0.00009967273,0.00088370056,0.0008023106,0.001331397,0.0007807981,0.00014439812],"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":[0.0002225534,0.00020178409,0.008060832,0.0007767368,0.0008447197,0.00021629538,0.04202925,0.00016863486,0.000042917283,0.14663686,0.17923333,0.6215661],"study_design_scores_gemma":[0.00029557873,0.000021950003,0.0056590955,0.000043634136,0.000044550932,0.000017167182,0.0011484972,0.000005926019,0.000095595606,0.0090110395,0.983085,0.0005719811],"about_ca_topic_score_codex":0.0003944197,"about_ca_topic_score_gemma":0.000023874007,"teacher_disagreement_score":0.80385166,"about_ca_system_score_codex":0.0007017297,"about_ca_system_score_gemma":0.00017346814,"threshold_uncertainty_score":0.99980193},"labels":[],"label_agreement":null},{"id":"W4376861110","doi":"10.4337/9781035303922.00019","title":"Case Studies: Uses of Green Accounting","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Environmental accounting; Sustainability; Accounting; Green economy; National Income and Product Accounts; Green growth; Social accounting; Economics; Gross fixed capital formation; Management accounting; Business; Political science; Ecology; Sustainable development; Economic growth; Gross domestic product","score_opus":0.027702009645902668,"score_gpt":0.23692806891033832,"score_spread":0.20922605926443566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861110","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":[0.033408936,0.00018709198,0.0000022639153,0.00013749134,0.00028600183,0.00038272864,0.000035328816,0.00011994229,0.9654402],"genre_scores_gemma":[0.07248442,0.00012134687,0.0006107536,0.0007976774,0.0004853841,0.00002845117,0.00004512192,0.00017823157,0.9252486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970588,0.000034351062,0.0007313457,0.000721577,0.00082006917,0.00063384883],"domain_scores_gemma":[0.99853754,0.0001547462,0.00047496558,0.0006236652,0.000024854233,0.00018422154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064526795,0.0005873401,0.0006526895,0.00021784632,0.00029543176,0.0002790937,0.000686864,0.00045366256,0.0046152635],"category_scores_gemma":[0.00012085784,0.000575552,0.00022872032,0.000053766875,0.00062467414,0.0010328772,0.0010667999,0.00064917095,0.00055309985],"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":[0.00017197379,0.0001335132,0.005398007,0.0009243396,0.0016958679,0.013751124,0.02408653,0.00032028815,0.00021420664,0.016849514,0.2847691,0.65168554],"study_design_scores_gemma":[0.0005227366,0.00007890043,0.0002860227,0.0002585756,0.00017471415,0.001056985,0.0010531539,0.0000131533025,0.00019667124,0.033662047,0.9614589,0.0012381107],"about_ca_topic_score_codex":0.0022156332,"about_ca_topic_score_gemma":0.0003964052,"teacher_disagreement_score":0.67668986,"about_ca_system_score_codex":0.0007484873,"about_ca_system_score_gemma":0.000059820904,"threshold_uncertainty_score":0.9996696},"labels":[],"label_agreement":null},{"id":"W4376861135","doi":"10.4337/9781035303922.00022","title":"Setting the Agenda for Green Accounting in the 21st Century","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Environmental accounting; Sustainability; Accounting; Green economy; Green growth; National Income and Product Accounts; Social accounting; Management accounting; Economics; Political science; Sustainable development; Ecology","score_opus":0.01489666288708292,"score_gpt":0.21418548843538482,"score_spread":0.1992888255483019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861135","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":[0.0017128378,0.00013397317,0.0000040129044,0.0028040113,0.00033084507,0.0011622752,0.00003535126,0.00007155204,0.99374515],"genre_scores_gemma":[0.062314548,0.00022187244,0.00061858975,0.016274821,0.0023635172,0.0004312486,0.00036484533,0.00035885163,0.91705173],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969857,0.0000710909,0.00054965913,0.0006675222,0.00084637385,0.00087967317],"domain_scores_gemma":[0.99856687,0.00038109368,0.00030030237,0.0006639911,0.000008890326,0.00007882687],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019578782,0.0005143733,0.00031241754,0.00012225691,0.000699449,0.0010938644,0.0017743484,0.00038561033,0.0013215112],"category_scores_gemma":[0.000121022,0.00034794965,0.0002309144,0.00006490387,0.0003226572,0.00076526095,0.0006359614,0.0010486192,0.00028887298],"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":[0.000062008876,0.000038669434,0.0014351853,0.00010990762,0.00011247891,0.000074648764,0.015662335,0.0001302809,0.00003694914,0.023944112,0.16810639,0.790287],"study_design_scores_gemma":[0.0002825573,0.000017986358,0.001969349,0.00007056074,0.00003449876,0.000016344033,0.0014398465,0.000025262949,0.000009262574,0.016632477,0.97904134,0.00046051072],"about_ca_topic_score_codex":0.0013371176,"about_ca_topic_score_gemma":0.0005666247,"teacher_disagreement_score":0.81093496,"about_ca_system_score_codex":0.0006324058,"about_ca_system_score_gemma":0.00006146439,"threshold_uncertainty_score":0.9999431},"labels":[],"label_agreement":null},{"id":"W4376861158","doi":"10.4337/9781035303922.00023","title":"Index","year":2000,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Accounting; Green growth; Green economy; National Income and Product Accounts; Economics; Political science; Ecology; Sustainable development","score_opus":0.00960323732357956,"score_gpt":0.21646182325408828,"score_spread":0.2068585859305087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861158","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":[0.008210293,0.00011482661,0.000039259285,0.00044007832,0.0017999694,0.0004493719,0.000046253248,0.00013759501,0.9887624],"genre_scores_gemma":[0.03112276,0.00007905501,0.00026852085,0.0026264065,0.0010973832,0.00011014373,0.0004604334,0.0001672617,0.96406806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604195,0.00011371106,0.0005535063,0.0010156141,0.0010677993,0.0012074243],"domain_scores_gemma":[0.99848956,0.000057372457,0.00024575743,0.00079580647,0.000007919985,0.00040355913],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045522832,0.00069228077,0.00052942854,0.00022187982,0.0003851291,0.0014456393,0.0014590281,0.0008627934,0.12702227],"category_scores_gemma":[0.00006288465,0.0006920896,0.00021996589,0.00021702856,0.00037172646,0.0011543392,0.0010611407,0.0012932183,0.08078371],"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":[0.00002335647,0.000030522213,0.00053158274,0.000028508637,0.000039990082,0.000027780836,0.00051771326,0.00030847825,0.000021335743,0.000014026324,0.94298846,0.05546828],"study_design_scores_gemma":[0.00036693466,0.00002800708,0.002672112,0.000049940347,0.000019930052,0.00001586619,0.00010925025,0.000028498438,0.00012773379,0.00049360114,0.99524903,0.0008390948],"about_ca_topic_score_codex":0.0027033198,"about_ca_topic_score_gemma":0.0001054986,"teacher_disagreement_score":0.054629184,"about_ca_system_score_codex":0.0012197581,"about_ca_system_score_gemma":0.00012816956,"threshold_uncertainty_score":0.99959093},"labels":[],"label_agreement":null},{"id":"W4376861178","doi":"10.4337/9781035303922.00021","title":"Corporate Environmental Accounting: Accounting for Environmentally Sustainable Profits","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Environmental accounting; Accounting; Sustainability; Environmental full-cost accounting; Social accounting; Management accounting; Green economy; National Income and Product Accounts; Economics; Accounting information system; Positive accounting; Business; Sustainable development; Political science; Financial accounting; Ecology","score_opus":0.014855920110194562,"score_gpt":0.19459376618045499,"score_spread":0.17973784607026042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861178","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":[0.02129985,0.0001697546,0.000069884394,0.00035066454,0.0004524661,0.0032446003,0.00020291732,0.00035885925,0.973851],"genre_scores_gemma":[0.06280338,0.00010558587,0.0014286212,0.0016137143,0.0009161167,0.00041450496,0.0011767849,0.000584089,0.9309572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264014,0.000053132782,0.0012673979,0.0020571812,0.0016599357,0.0023222077],"domain_scores_gemma":[0.9968177,0.00016247494,0.0013444714,0.0011271773,0.000015871843,0.00053232437],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013269283,0.0015308281,0.0009976829,0.00037722432,0.0012381249,0.0018693492,0.0017527409,0.0012138545,0.013177934],"category_scores_gemma":[0.00009535604,0.0016838458,0.00055208773,0.00007543276,0.00088443636,0.002849323,0.0019084449,0.0013033736,0.0025393518],"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":[0.0014921217,0.0007597628,0.022948785,0.0012632497,0.0016103653,0.00131345,0.0064290534,0.0014604329,0.0041176886,0.061338916,0.5459714,0.3512948],"study_design_scores_gemma":[0.0012351484,0.00014484608,0.0024137096,0.00009970198,0.00017845207,0.000045593544,0.00050801446,0.00008081959,0.00042067375,0.038733844,0.95410943,0.0020297663],"about_ca_topic_score_codex":0.00023123207,"about_ca_topic_score_gemma":0.000032111297,"teacher_disagreement_score":0.40813804,"about_ca_system_score_codex":0.0034545832,"about_ca_system_score_gemma":0.00015985408,"threshold_uncertainty_score":0.99974406},"labels":[],"label_agreement":null},{"id":"W4376861267","doi":"10.4337/9781035303922.00012","title":"Sustainability, Ecological Economics and Green Accounting","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","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":"National accounts; Sustainability; Environmental accounting; Green economy; Accounting; Green growth; Ecological economics; Economics; National Income and Product Accounts; Management accounting; Environmental full-cost accounting; Accounting information system; Ecology; Positive accounting; Sustainable development; Financial accounting","score_opus":0.009530847157078248,"score_gpt":0.19571658803608588,"score_spread":0.18618574087900763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376861267","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":[0.03875202,0.00004466253,0.0000022196598,0.0015372884,0.00016180285,0.0005294454,0.000016917904,0.00013839189,0.95881724],"genre_scores_gemma":[0.061005034,0.00020757203,0.00035700144,0.0018377139,0.00052348315,0.00004284678,0.00008656813,0.00015340593,0.93578637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724627,0.000033571378,0.00054920244,0.0010010812,0.00036053237,0.00080933917],"domain_scores_gemma":[0.99880177,0.00011582448,0.0002538317,0.00050347316,0.000014921543,0.00031017367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069063134,0.0005967106,0.0005051591,0.00015206297,0.00038965838,0.0009978398,0.00070167286,0.00074909953,0.0050531053],"category_scores_gemma":[0.000098456934,0.0006063966,0.0001551404,0.000025904306,0.00066143874,0.0011011537,0.0016505466,0.0008250839,0.00042256256],"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":[0.000094089504,0.00007402192,0.007306604,0.00015867777,0.00017721875,0.00021316113,0.0017679372,0.00027043093,0.000006462222,0.059275948,0.043220084,0.8874354],"study_design_scores_gemma":[0.00025050808,0.00004198198,0.0058487845,0.000017098531,0.00003292193,0.000026454312,0.000095180745,0.000043689513,0.0000049323426,0.19332626,0.7996678,0.000644421],"about_ca_topic_score_codex":0.0009852725,"about_ca_topic_score_gemma":0.00034617973,"teacher_disagreement_score":0.88679093,"about_ca_system_score_codex":0.0017546656,"about_ca_system_score_gemma":0.00011230495,"threshold_uncertainty_score":0.99963874},"labels":[],"label_agreement":null},{"id":"W4376864286","doi":"10.4337/9781781951675.00028","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.02654714748089423,"score_gpt":0.2401828931002544,"score_spread":0.21363574561936016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376864286","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":[0.017851193,0.00028113244,0.00010950407,0.0030447873,0.0029426427,0.0005693549,0.00018291545,0.00021450041,0.974804],"genre_scores_gemma":[0.34482846,0.000035359597,0.00020637272,0.0015958832,0.0069516366,0.00008702237,0.0010185173,0.00001684908,0.6452599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590874,0.00034817844,0.00048587733,0.0009667711,0.0012304365,0.0010600067],"domain_scores_gemma":[0.99821633,0.0004394259,0.00021442445,0.00030217355,0.00034525778,0.0004823678],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010036227,0.0004936544,0.00057553046,0.00007109437,0.0003606002,0.0036636477,0.0021741737,0.001240736,0.011530588],"category_scores_gemma":[0.00053431094,0.00020025822,0.00025669357,0.0002173713,0.00016698783,0.00024243399,0.0008465327,0.0017647207,0.011181882],"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":[0.000014866253,0.000022928845,0.000039647148,0.000032132462,0.000035011533,0.0000050770786,0.000043139764,0.0000044060553,0.009144652,0.00019060155,0.8457072,0.14476037],"study_design_scores_gemma":[0.00012990563,0.00014500153,0.0019821667,0.00006478198,0.000011242777,0.000008577579,0.00003368424,0.000027911681,0.0016178279,0.0005135396,0.9949372,0.0005281886],"about_ca_topic_score_codex":0.0011011402,"about_ca_topic_score_gemma":0.0006692881,"teacher_disagreement_score":0.32954407,"about_ca_system_score_codex":0.00011283369,"about_ca_system_score_gemma":0.00011959312,"threshold_uncertainty_score":0.99737066},"labels":[],"label_agreement":null},{"id":"W4376864301","doi":"10.4337/9781781951675.00005","title":"Tables","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"ICT in Developing Communities","field":"Computer Science","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":"Mathematics","score_opus":0.026987126515927478,"score_gpt":0.21724085222345138,"score_spread":0.1902537257075239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376864301","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":[0.0000039435818,0.00025062912,0.07360149,0.0013954386,0.003149089,0.00021478868,0.000012342021,0.0011675454,0.92020476],"genre_scores_gemma":[0.000919303,0.000020732208,0.034419764,0.0025385853,0.0011111792,0.000023403316,0.000065032706,0.00015008243,0.9607519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968583,0.000103953585,0.0006292854,0.0007057561,0.0010164493,0.00068625604],"domain_scores_gemma":[0.99554926,0.0004935301,0.00047376737,0.0028193337,0.00045592248,0.00020818965],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0013406005,0.0006545704,0.00066774804,0.00061965175,0.00045580367,0.0065128063,0.0066733756,0.00075156795,0.0001248353],"category_scores_gemma":[0.0003499911,0.0006762467,0.00024781202,0.000046114437,0.00020492697,0.0012620954,0.0030281774,0.0017438396,0.00044617974],"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":[0.0000013513936,0.0000023104262,0.0000021610088,0.000053478623,0.000057250465,0.00001678462,0.00072556885,0.0000023145767,0.000002081659,0.80182743,0.15721385,0.040095415],"study_design_scores_gemma":[0.00013147964,0.00003295483,0.000006247894,0.00040427252,0.000013740685,0.000038178383,0.00000818128,0.00019043908,0.000068074216,0.1728478,0.8255826,0.00067597337],"about_ca_topic_score_codex":0.000101797814,"about_ca_topic_score_gemma":0.00007568345,"teacher_disagreement_score":0.6683688,"about_ca_system_score_codex":0.00023211831,"about_ca_system_score_gemma":0.00055558776,"threshold_uncertainty_score":0.9995689},"labels":[],"label_agreement":null},{"id":"W4376864327","doi":"10.4337/9781781004104.00004","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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 du Québec à Montréal","funders":"","keywords":"Psychology","score_opus":0.027677801787844087,"score_gpt":0.233904723513204,"score_spread":0.2062269217253599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376864327","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":[0.000037981274,0.0022057153,0.00005468639,0.00026296804,0.00411332,0.00095163594,0.0011761198,0.0022471605,0.98895043],"genre_scores_gemma":[0.008333164,0.000014963191,0.00043230015,0.0007915359,0.0068401815,0.000063100604,0.0010363201,0.0014465407,0.9810419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99344736,0.00012111327,0.001196477,0.0012702232,0.0020951813,0.0018696197],"domain_scores_gemma":[0.99438107,0.0003896908,0.0012654822,0.0020476133,0.0008455055,0.0010706319],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028255212,0.0014456616,0.001477501,0.0010211392,0.00039867553,0.0038291747,0.002017655,0.0022862905,0.0034719696],"category_scores_gemma":[0.0010805344,0.001488101,0.0008192734,0.000050557708,0.00042476988,0.0023305225,0.0009244345,0.0036161612,0.023834545],"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":[0.000055004184,0.000019735486,0.00004521678,0.000064221254,0.00047212164,0.00006840678,0.00039343387,6.334826e-7,0.00010831597,0.43602207,0.5364234,0.02632744],"study_design_scores_gemma":[0.00079425774,0.000046027013,0.00004783903,0.0003609369,0.00035562043,0.00006920109,0.0000132609175,0.0000034617394,0.00018614593,0.02544168,0.97112685,0.001554724],"about_ca_topic_score_codex":0.00014129607,"about_ca_topic_score_gemma":0.00013415943,"teacher_disagreement_score":0.43470344,"about_ca_system_score_codex":0.0011873955,"about_ca_system_score_gemma":0.00063016685,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W4376864341","doi":"10.4337/9781781004104.00006","title":"Acknowledgements","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Fundação Instituto de Pesquisas Econômicas; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Political science","score_opus":0.03315089296890175,"score_gpt":0.26846092647736786,"score_spread":0.2353100335084661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376864341","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":[0.0000039232364,0.003495464,0.000053148404,0.0005944638,0.0062534297,0.0004023636,0.000037100534,0.0004918671,0.98866826],"genre_scores_gemma":[0.00074376294,0.00037247152,0.00036121806,0.00062209286,0.008046403,0.000027670483,0.000054288397,0.0000935235,0.98967856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631023,0.00015425748,0.00050931686,0.00062157935,0.0013833764,0.0010212589],"domain_scores_gemma":[0.9972867,0.00024081864,0.00032767016,0.0006088251,0.00069850986,0.0008374701],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020285002,0.00046826713,0.00054751645,0.0005086154,0.0011448523,0.0011492054,0.0012473535,0.0013856052,0.01219711],"category_scores_gemma":[0.00093774986,0.00047947458,0.00065708056,0.00018316362,0.0007228558,0.00086622295,0.00028772248,0.0015453686,0.0037529976],"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":[0.000008784188,0.0000243319,0.00007589153,0.000025951362,0.00012835613,0.000008453456,0.0023095615,3.6004252e-8,5.798173e-7,0.449096,0.3695207,0.17880137],"study_design_scores_gemma":[0.00014005332,0.000021119253,0.000034232726,0.00010522809,0.000096739204,3.9303336e-7,0.000052221218,9.7847284e-8,0.0000016237318,0.071792975,0.9272258,0.0005294612],"about_ca_topic_score_codex":0.00013621633,"about_ca_topic_score_gemma":0.0008938249,"teacher_disagreement_score":0.55770516,"about_ca_system_score_codex":0.00026005227,"about_ca_system_score_gemma":0.00028321068,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W4376867393","doi":"10.4337/9781802207835.00034","title":"Scholas action program: modernizing and sustaining public schools in Quebec","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","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; Context (archaeology); Christian ministry; Modernization theory; Public relations; Political science; Action (physics); Population; Pedagogy; Public administration; Engineering; Sociology; Geography","score_opus":0.09895537967224981,"score_gpt":0.3491977598550011,"score_spread":0.2502423801827513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376867393","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":[0.0039982037,0.00015889479,0.0000139777,0.010289432,0.0011864073,0.00090631924,0.000009702461,0.0004638519,0.9829732],"genre_scores_gemma":[0.046753753,0.00018912065,0.00043447537,0.0002900988,0.0009461621,0.00011594901,0.00006800365,0.0001041547,0.95109826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699473,0.00011575187,0.0004551849,0.00063958357,0.0011457778,0.00064896565],"domain_scores_gemma":[0.9987801,0.00024273588,0.00028929973,0.0002772068,0.00011503531,0.00029563255],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019998464,0.0003266946,0.0003795053,0.0005859112,0.0007644934,0.006045551,0.0005452949,0.00058856985,0.000098658464],"category_scores_gemma":[0.0009893856,0.00035225519,0.00011534431,0.0000744533,0.00023579155,0.0019619935,0.00031673833,0.0014556804,0.000058490095],"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":[0.0000075521953,0.000032778116,0.007613075,0.00005385122,0.000097663695,0.000020326239,0.009274173,0.0000047491862,0.0000018090233,0.6919652,0.00541461,0.28551418],"study_design_scores_gemma":[0.0002531689,0.000019002058,0.0039953333,0.00020927528,0.000023677992,8.9949697e-7,0.009577788,0.000013513668,3.8582638e-7,0.024278205,0.9611998,0.00042893307],"about_ca_topic_score_codex":0.01845616,"about_ca_topic_score_gemma":0.08739177,"teacher_disagreement_score":0.9557852,"about_ca_system_score_codex":0.0009929092,"about_ca_system_score_gemma":0.0010419713,"threshold_uncertainty_score":0.99989295},"labels":[],"label_agreement":null},{"id":"W4378966702","doi":"10.4337/9780857939838.00004","title":"Contributors","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Radioactive contamination and transfer","field":"Environmental Science","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":"Wilfrid Laurier University","funders":"University of South Australia; Centre for Economic Policy Research; Umeå Universitet; World Bank Group; American Institute of Indian Studies","keywords":"Philosophy","score_opus":0.026451891988162196,"score_gpt":0.22446933989356482,"score_spread":0.19801744790540263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378966702","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":[0.0000755968,0.000105216764,0.0004660894,0.0005370028,0.0009412703,0.00035095075,0.00007430205,0.00021182002,0.99723774],"genre_scores_gemma":[0.027080797,0.000006208787,0.0001434352,0.00068493123,0.0003790502,0.000016660873,0.00010465968,0.000099024175,0.97148526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976375,0.00003865238,0.0003560202,0.0006037434,0.0009692287,0.00039483956],"domain_scores_gemma":[0.99882907,0.0000779147,0.00016198377,0.0004777637,0.00008589287,0.00036735774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072822254,0.00040970574,0.00040099162,0.00011528538,0.00013965511,0.00064592465,0.00063450425,0.0005328764,0.0074057193],"category_scores_gemma":[0.00015897761,0.00039521742,0.00019418566,0.000023326715,0.00026574513,0.0007745046,0.00020471915,0.0008404195,0.002217397],"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":[0.000034859928,0.000020201227,0.0002143751,0.000013905171,0.00014238266,0.000086932356,0.00055523694,0.000014198089,0.00006274457,0.17713536,0.70163095,0.12008885],"study_design_scores_gemma":[0.00048066495,0.000043471642,0.0003046007,0.00003779162,0.000048353893,0.000012083937,0.00000957037,0.000016929689,0.000054734825,0.016354388,0.9821849,0.00045254608],"about_ca_topic_score_codex":0.0001278893,"about_ca_topic_score_gemma":0.00023443719,"teacher_disagreement_score":0.2805539,"about_ca_system_score_codex":0.00073186826,"about_ca_system_score_gemma":0.00008668208,"threshold_uncertainty_score":0.99985},"labels":[],"label_agreement":null},{"id":"W4379046290","doi":"10.4337/9781783470624.00004","title":"Contributors","year":2016,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.025638430471415286,"score_gpt":0.25908685885556787,"score_spread":0.23344842838415258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379046290","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":[0.000007011713,0.00013420064,0.00011673582,0.0063788923,0.0025718026,0.00032519753,0.00014421299,0.0003970001,0.98992497],"genre_scores_gemma":[0.0070421984,0.000033958313,0.000059098435,0.0021954007,0.0045869313,0.000018323426,0.000018440409,0.00006718189,0.9859785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974647,0.00008535425,0.0004376641,0.00052639697,0.00057204213,0.0009138311],"domain_scores_gemma":[0.9978453,0.00056416955,0.00026627444,0.00044285262,0.0002488676,0.00063252624],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015545085,0.00033929484,0.00050022925,0.0001867134,0.00059487583,0.0014798064,0.00090797443,0.0010922012,0.0024845784],"category_scores_gemma":[0.0013970502,0.0003032202,0.00030897468,0.000012270494,0.000735005,0.00088186155,0.00022051517,0.0007591714,0.0010007777],"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":[0.000005111458,0.000002737991,0.0000035804853,0.000007646772,0.000051182855,0.000015019553,0.00045855503,7.321299e-9,6.6304005e-7,0.8920531,0.06477063,0.042631768],"study_design_scores_gemma":[0.00015538112,0.000011326563,0.0000029109472,0.00010048305,0.00002237314,9.269776e-7,0.000026411659,9.503862e-8,0.0000056401905,0.34233466,0.65705675,0.000283059],"about_ca_topic_score_codex":0.00052495115,"about_ca_topic_score_gemma":0.0008325122,"teacher_disagreement_score":0.5922861,"about_ca_system_score_codex":0.0005274315,"about_ca_system_score_gemma":0.0010094021,"threshold_uncertainty_score":0.999942},"labels":[],"label_agreement":null},{"id":"W4379046387","doi":"10.4337/9781783470624.00068","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Gender, Security, and Conflict","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03379103910932062,"score_gpt":0.2973984667219915,"score_spread":0.26360742761267086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379046387","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":[0.00019150063,0.0010091871,0.00036614246,0.0038226245,0.01566227,0.00045910658,0.00011244967,0.00027399758,0.97810274],"genre_scores_gemma":[0.05048016,0.00023986236,0.00004795604,0.0015217509,0.011698377,0.00007352685,0.00007965296,0.00010176469,0.9357569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531,0.0005530129,0.0005072864,0.0008562626,0.001503281,0.0012701518],"domain_scores_gemma":[0.9975501,0.0002724958,0.00041156675,0.0007575486,0.00046021392,0.0005481006],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019381065,0.00048815436,0.00060039473,0.00037942076,0.0010666028,0.0045443727,0.0021912134,0.001527146,0.007078015],"category_scores_gemma":[0.0008249382,0.00043249066,0.00035382612,0.00016100756,0.00049788086,0.0010314605,0.00038366468,0.0012912027,0.007974312],"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":[0.000009622675,0.000016757911,0.000061454375,0.0000451941,0.00007802778,0.000008617415,0.014953735,2.417341e-7,0.0000061241026,0.011791885,0.9431962,0.029832136],"study_design_scores_gemma":[0.0003059174,0.000020250105,0.000060670987,0.00015491711,0.000025789554,0.0000016751184,0.0017465724,8.2695226e-7,0.000022481494,0.0036519042,0.99340355,0.00060546194],"about_ca_topic_score_codex":0.008045258,"about_ca_topic_score_gemma":0.003802108,"teacher_disagreement_score":0.050288662,"about_ca_system_score_codex":0.0003805908,"about_ca_system_score_gemma":0.0021884292,"threshold_uncertainty_score":0.99981266},"labels":[],"label_agreement":null},{"id":"W4379046468","doi":"10.4337/9781849806305.00040","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Dispute Resolution and Class Actions","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":"Vlaamse regering","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.016791180123359756,"score_gpt":0.23277168519459887,"score_spread":0.21598050507123912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379046468","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":[0.00021041454,0.0001181755,0.00063643034,0.0020727182,0.018703077,0.0003282631,0.00003708837,0.00040406402,0.97748977],"genre_scores_gemma":[0.04183415,0.000015106297,0.000112739894,0.008639812,0.025851693,0.00012775342,0.0010892571,0.00022752407,0.922102],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728024,0.000017478158,0.00051224127,0.00070323935,0.0007540808,0.0007327414],"domain_scores_gemma":[0.99805593,0.000050157545,0.0005930891,0.00078870985,0.00045244084,0.000059681297],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005293865,0.00053378014,0.00050996,0.0008715453,0.0005320515,0.011013598,0.0012222267,0.0011386687,0.010341176],"category_scores_gemma":[0.00034143266,0.0005247496,0.0003423577,0.00030212582,0.00013356582,0.0031554133,0.00064084434,0.002568036,0.027606698],"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":[0.000010086777,0.000039273193,0.00003585062,0.00016032113,0.00006289983,0.000005886396,0.000015393878,0.000008011312,0.00003770947,0.02447059,0.95693284,0.018221108],"study_design_scores_gemma":[0.000353391,0.0000032525916,0.00019242303,0.000110905145,0.00006345302,0.0000048543643,0.000060569007,0.00026495894,0.000009257476,0.0007998697,0.9975323,0.0006047702],"about_ca_topic_score_codex":0.0016705121,"about_ca_topic_score_gemma":0.0008988005,"teacher_disagreement_score":0.055387806,"about_ca_system_score_codex":0.00009809138,"about_ca_system_score_gemma":0.00024588258,"threshold_uncertainty_score":0.9997331},"labels":[],"label_agreement":null},{"id":"W4379423827","doi":"10.4337/9781789901337","title":"Litigating the Environment","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"Institute on Governance","funders":"","keywords":"Geography","score_opus":0.02978177041744676,"score_gpt":0.2639582485186586,"score_spread":0.23417647810121187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379423827","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":[0.00009611159,0.00016357079,0.000008558925,0.00512255,0.0012305771,0.00050059013,0.000072498086,0.00036195616,0.99244356],"genre_scores_gemma":[0.0008593264,0.00009104805,0.000095860574,0.0016110368,0.004260885,0.00007321837,0.00010721663,0.00012614769,0.99277526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967027,0.000329926,0.00039663436,0.0005056809,0.0012857678,0.0007793192],"domain_scores_gemma":[0.9980988,0.0006638339,0.00030831713,0.0006383895,0.000017779324,0.00027287583],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022961034,0.00033987855,0.00030988257,0.00009752286,0.0016144572,0.0019166012,0.0013798993,0.0006186536,0.00057214755],"category_scores_gemma":[0.00040234945,0.00028016794,0.00026701097,0.00004641109,0.0009181972,0.0004188255,0.00051474,0.0012809669,0.0018699117],"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":[0.0000019718007,0.000008633879,0.000037053553,0.000029388448,0.0000799565,0.000017701897,0.015714535,0.0000061714572,0.000006397678,0.3640137,0.5950568,0.025027687],"study_design_scores_gemma":[0.00008118394,0.000014740674,0.000055241846,0.00010516802,0.000037475664,7.653621e-7,0.0006134423,0.0000014460988,0.000009936073,0.044219337,0.95454836,0.0003129315],"about_ca_topic_score_codex":0.0018337109,"about_ca_topic_score_gemma":0.0011429164,"teacher_disagreement_score":0.35949153,"about_ca_system_score_codex":0.0008753051,"about_ca_system_score_gemma":0.00063527643,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W4379621849","doi":"10.4337/9781800883208.00010","title":"Social reproduction in the gentrified city: resisting displacement in marketized Toronto","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Reproduction; Displacement (psychology); Geography; Sociology; Ecology; Psychology; Biology; Psychoanalysis","score_opus":0.0633052624142172,"score_gpt":0.24707615318942763,"score_spread":0.18377089077521042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379621849","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":[0.0032140927,0.0009358648,0.000038569226,0.0020977098,0.0019506449,0.00073585997,0.00009058428,0.00014068985,0.99079597],"genre_scores_gemma":[0.09585899,0.00045480172,0.00018221157,0.0007869505,0.003013978,0.0001665407,0.00020645713,0.00022742733,0.8991026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646175,0.00007874029,0.0013873393,0.00119652,0.00022951605,0.0006461456],"domain_scores_gemma":[0.9980354,0.00016678896,0.0009014927,0.000781677,0.000056160887,0.0000584988],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005544389,0.00043609072,0.0008587416,0.00046836602,0.0003136947,0.0010489075,0.00075246085,0.00063443644,0.00020045659],"category_scores_gemma":[0.00029449887,0.00046815703,0.00026606853,0.000103461985,0.00009281538,0.00062775036,0.00021308464,0.0010748046,0.00010166442],"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":[0.0001576118,0.00004600941,0.00075194397,0.00014878453,0.00009173453,0.00009858843,0.009788977,0.0000069693824,0.0000029754606,0.89901173,0.07812057,0.011774117],"study_design_scores_gemma":[0.0009470271,0.000023315108,0.004896811,0.00019877811,0.00001451001,0.000004854905,0.00016895548,0.00004272663,0.0000027756114,0.04207301,0.9510279,0.00059932965],"about_ca_topic_score_codex":0.0048138043,"about_ca_topic_score_gemma":0.00965663,"teacher_disagreement_score":0.87290734,"about_ca_system_score_codex":0.0009299019,"about_ca_system_score_gemma":0.00009288704,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W4379741116","doi":"10.4337/9781800881136.00018","title":"Environmental inequality and rights of nature among Indigenous Peoples in North America","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Sovereignty; Environmental justice; Colonialism; Equity (law); Inequality; Personhood; Scholarship; Environmental ethics; Indigenous rights; Political science; Environmental law; Economic Justice; Sociology; Political economy; Law and economics; Law; Ecology; Politics","score_opus":0.014915739607418294,"score_gpt":0.2507542708402093,"score_spread":0.235838531232791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379741116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55339235,0.0014437521,0.0000017801565,0.00022553687,0.00060142734,0.0007579868,0.000578598,0.0001198403,0.44287872],"genre_scores_gemma":[0.8473574,0.0035434684,0.0000912952,0.0005143774,0.0006213003,0.00003770114,0.0003331664,0.00009210265,0.14740917],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974894,0.0001183271,0.00055000477,0.00048877305,0.00082922424,0.0005242785],"domain_scores_gemma":[0.99862957,0.00040553822,0.000431192,0.00028433456,0.000015397447,0.00023398423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063887285,0.0003066558,0.000542774,0.00027698482,0.00047799048,0.00028737518,0.0004506483,0.0008745405,0.00011846306],"category_scores_gemma":[0.00013639346,0.0003203671,0.00010376706,0.000043104967,0.0010509581,0.00055601244,0.0002722213,0.0013881407,0.00002067239],"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":[0.00011817735,0.00019243175,0.37529835,0.0028645608,0.00028786325,0.0002635848,0.45912576,0.000014674621,0.0000094672,0.12556773,0.005460886,0.03079651],"study_design_scores_gemma":[0.00077616604,0.00019429401,0.6198391,0.0013961277,0.00020358605,0.0000026318385,0.03254858,0.0000032527255,0.000014396083,0.018166555,0.32532483,0.0015304914],"about_ca_topic_score_codex":0.010251573,"about_ca_topic_score_gemma":0.23719987,"teacher_disagreement_score":0.42657718,"about_ca_system_score_codex":0.00030617393,"about_ca_system_score_gemma":0.00022428227,"threshold_uncertainty_score":0.99992484},"labels":[],"label_agreement":null},{"id":"W4379741575","doi":"10.4337/9781800887374","title":"Handbook on the Politics and Governance of Big Data and Artificial Intelligence","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","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":"Institute on Governance","funders":"","keywords":"Big data; Politics; Corporate governance; Political science; Artificial intelligence; Data science; Computer science; Management; Data mining; Law; Economics","score_opus":0.18283598881785032,"score_gpt":0.3470777271079234,"score_spread":0.16424173829007307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379741575","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":[0.00025871157,0.000694027,0.000072739094,0.020087667,0.0018362622,0.00043940655,0.0006063253,0.00010555582,0.9758993],"genre_scores_gemma":[0.020369401,0.0022322887,0.00012169529,0.0020212515,0.004683193,0.000010118043,0.00007785829,0.000104146544,0.97038007],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99736303,0.00022386505,0.0004123538,0.00049463,0.0010407234,0.00046537755],"domain_scores_gemma":[0.99592143,0.0024167264,0.00041490578,0.00071534084,0.0003177209,0.00021387181],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003982099,0.00024163161,0.0003766027,0.000084543295,0.0009484335,0.0025150103,0.0014202003,0.00064295356,0.000015031932],"category_scores_gemma":[0.00925564,0.00019870234,0.00006248922,0.0000756932,0.0017840018,0.0005173683,0.00082871725,0.0012705633,0.00001139572],"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":[0.00000550245,0.0000069393927,0.0000069832877,0.00004612719,0.00004581856,0.0000049673636,0.010732804,1.6056033e-7,0.0000019075671,0.8511352,0.092154495,0.04585911],"study_design_scores_gemma":[0.00002539889,0.000041770654,0.00002352021,0.00047795678,0.000035843004,4.311401e-7,0.0014678197,0.000016085422,0.000022768221,0.55399907,0.4436791,0.00021026359],"about_ca_topic_score_codex":0.0031666497,"about_ca_topic_score_gemma":0.0086501,"teacher_disagreement_score":0.3515246,"about_ca_system_score_codex":0.00013656376,"about_ca_system_score_gemma":0.0017882866,"threshold_uncertainty_score":0.99908984},"labels":[],"label_agreement":null},{"id":"W4379745330","doi":"10.4337/9781849804936.00025","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Maritime Security and History","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.021665008336376704,"score_gpt":0.2680848120420015,"score_spread":0.24641980370562483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379745330","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":[0.00005120849,0.0012907406,0.00006977181,0.0018090672,0.012453304,0.0005209566,0.000062849664,0.00024706888,0.98349506],"genre_scores_gemma":[0.0049665538,0.00013048422,0.00013965648,0.0016881571,0.0073897666,0.00009751531,0.00019130111,0.00008196835,0.9853146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961663,0.00054203236,0.00044852865,0.00066119357,0.0012411257,0.00094080676],"domain_scores_gemma":[0.99792975,0.00022767759,0.00035604063,0.0005922709,0.00041204106,0.00048222396],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015450304,0.00038295196,0.0005502267,0.0004267349,0.001343397,0.004870535,0.0017221189,0.0016814098,0.038034163],"category_scores_gemma":[0.0007849058,0.00043390304,0.00027440523,0.00014531068,0.0006944272,0.0014307002,0.0002981258,0.0020877626,0.01785477],"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":[0.000004394088,0.000018820674,0.000006147006,0.00006706321,0.00004075041,0.000005376318,0.011133267,6.1192566e-7,0.0000012219945,0.018909309,0.9521055,0.017707488],"study_design_scores_gemma":[0.00016093337,0.000015096998,0.000014577904,0.00012329013,0.000019895864,9.943601e-7,0.0008396021,0.0000042006004,0.0000031944542,0.0019491275,0.9963499,0.00051921053],"about_ca_topic_score_codex":0.051320042,"about_ca_topic_score_gemma":0.011301857,"teacher_disagreement_score":0.044244323,"about_ca_system_score_codex":0.0005912942,"about_ca_system_score_gemma":0.0021101863,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W4379933034","doi":"10.4337/9781849802253.00018","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Governance and Law","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":"Index (typography); Computer science; World Wide Web","score_opus":0.018014544683242414,"score_gpt":0.21572830776356391,"score_spread":0.19771376308032151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379933034","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":[0.00093880994,0.00045018332,0.00019432954,0.0015923674,0.007562205,0.00039308393,0.000028777837,0.00032956203,0.98851067],"genre_scores_gemma":[0.054682042,0.000034545843,0.000078853176,0.022619104,0.033666063,0.000057306203,0.0010662263,0.00023404136,0.8875618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967282,0.000018272267,0.00061536767,0.0008588566,0.0009408848,0.00083846506],"domain_scores_gemma":[0.9975619,0.000039683884,0.0010821292,0.00085298874,0.000420254,0.000043087017],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006129707,0.00068209803,0.0007193395,0.00056676543,0.0003294827,0.010272211,0.0014768867,0.0008079484,0.003411241],"category_scores_gemma":[0.00022234488,0.0006633573,0.0003242008,0.00036089812,0.00008557111,0.004250501,0.0005451081,0.0014691183,0.017079383],"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":[0.000028500614,0.000028318083,0.00009050868,0.00018251514,0.000046304238,0.000033796652,0.000025278585,0.000018595872,0.000013674104,0.0072493735,0.9494302,0.042852893],"study_design_scores_gemma":[0.00045696757,0.00000953655,0.0005231865,0.0003146897,0.000058953614,0.0000037466018,0.000028921326,0.0000904306,0.000014220485,0.0033732832,0.9943196,0.00080645893],"about_ca_topic_score_codex":0.0026441817,"about_ca_topic_score_gemma":0.000578289,"teacher_disagreement_score":0.10094886,"about_ca_system_score_codex":0.00014118648,"about_ca_system_score_gemma":0.0002555628,"threshold_uncertainty_score":0.99958175},"labels":[],"label_agreement":null},{"id":"W4380087460","doi":"10.4337/9781802208252.00015","title":"Bibliography","year":2022,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"King's College London; University of Cambridge; Government of Canada","keywords":"Subject (documents); Political science; Perspective (graphical); Settlement (finance); State (computer science); Law and economics; Sociology; Library science; Business","score_opus":0.02360823066973654,"score_gpt":0.2104736907522608,"score_spread":0.18686546008252425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380087460","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":[0.000013865373,0.00009272392,0.000021771464,0.0018567956,0.002745544,0.00031466174,0.000029597453,0.00048440226,0.9944406],"genre_scores_gemma":[0.0018828452,0.000097004195,0.00019113654,0.095300026,0.008104708,0.00008591862,0.001304576,0.00024459677,0.8927892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975084,0.0000072446646,0.0004894928,0.00055404275,0.0011058763,0.00033496533],"domain_scores_gemma":[0.998624,0.000041208757,0.0005537857,0.00041948401,0.0003311377,0.000030382625],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005370612,0.00042591957,0.0003222781,0.011298987,0.00043593114,0.0047030463,0.00090492953,0.0002455149,0.01562122],"category_scores_gemma":[0.00006142552,0.00044143086,0.0004127892,0.0005806607,0.00010107637,0.0035704293,0.0005805135,0.0009499606,0.00089139264],"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":[0.000008273529,0.000007499685,0.000016310489,0.00002916263,0.00006163771,0.000013317962,0.000005603369,0.0000013777778,0.00000423541,0.5555463,0.44390002,0.00040623557],"study_design_scores_gemma":[0.00022906046,0.000009363496,0.000025515543,0.000049509297,0.000055543074,0.0000031549223,0.000007152992,0.000054883505,0.000004230718,0.14802557,0.8511127,0.00042328198],"about_ca_topic_score_codex":0.00039575066,"about_ca_topic_score_gemma":0.000079235426,"teacher_disagreement_score":0.40752074,"about_ca_system_score_codex":0.000046272755,"about_ca_system_score_gemma":0.000049621653,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W4380442690","doi":"10.4337/9781786430793.00027","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.02392251028486788,"score_gpt":0.2975602871490275,"score_spread":0.27363777686415963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380442690","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":[0.000044692177,0.0007406279,0.00030976266,0.0094791185,0.01262406,0.00036692072,0.00014688891,0.00016673598,0.9761212],"genre_scores_gemma":[0.02030072,0.00016553915,0.000078266814,0.00062989496,0.01166812,0.00005640789,0.000058737456,0.00006244157,0.96697986],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970317,0.0002809404,0.00036684194,0.00052777136,0.0009808714,0.000811895],"domain_scores_gemma":[0.99829614,0.00025536687,0.0002876008,0.000453026,0.0004131059,0.00029473618],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010498911,0.00031232,0.00042725343,0.00023919878,0.0017980189,0.0025273508,0.0008563344,0.0008597041,0.004191737],"category_scores_gemma":[0.0006316113,0.00023713871,0.00027104295,0.00015242683,0.0006004459,0.0008200713,0.00032300688,0.0007445101,0.0034690124],"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":[0.000005032867,0.000007675642,0.000018271574,0.000022139178,0.000075877615,0.0000057766615,0.0042293994,9.49949e-7,0.000001826996,0.017389845,0.96048266,0.017760528],"study_design_scores_gemma":[0.00019893049,0.000012367262,0.00004891957,0.00015135507,0.000023070408,0.000001106514,0.0007033874,8.0316624e-7,0.00000472935,0.0013706442,0.9971128,0.0003718676],"about_ca_topic_score_codex":0.0056173373,"about_ca_topic_score_gemma":0.0042625563,"teacher_disagreement_score":0.036630142,"about_ca_system_score_codex":0.00039823237,"about_ca_system_score_gemma":0.0012622022,"threshold_uncertainty_score":0.9995015},"labels":[],"label_agreement":null},{"id":"W4380447090","doi":"10.4337/9781800373655.00074","title":"Disability as an enabler of career success and inclusion1","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Enabling; Inclusion (mineral); Medical model of disability; Perspective (graphical); Psychology; Silence; Public relations; Social psychology; Political science; Psychotherapist","score_opus":0.18118408196264324,"score_gpt":0.3776011213134216,"score_spread":0.19641703935077837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380447090","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":[0.050005436,0.00007660848,0.000002682696,0.0014543793,0.0014244354,0.0008524783,0.000092632035,0.00030056035,0.94579077],"genre_scores_gemma":[0.4474209,0.00011300007,0.00006995258,0.00027538012,0.0013304456,0.00004916909,0.00011947713,0.00013156826,0.5504901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575394,0.00025715632,0.000713065,0.0009276223,0.0017347876,0.00061343116],"domain_scores_gemma":[0.99744576,0.00036585086,0.0003787114,0.00088744564,0.0004301008,0.0004921172],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037770886,0.00041736252,0.00065739464,0.00014189434,0.0007968853,0.0012148699,0.0010604966,0.00073823694,0.0006011544],"category_scores_gemma":[0.0011242247,0.00040222326,0.00022442207,0.00006344489,0.0018348886,0.0010656127,0.0009568777,0.00065303914,0.00003468335],"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":[0.00010254701,0.00020317944,0.032191426,0.0008048077,0.00027433003,0.000020603185,0.053530186,0.0000028096454,0.000026570453,0.8330281,0.018688483,0.061126992],"study_design_scores_gemma":[0.000494287,0.0002306848,0.006620024,0.00043773634,0.00016800298,0.0000013126107,0.003517001,0.0000051479083,0.000055020548,0.39332962,0.594127,0.0010141913],"about_ca_topic_score_codex":0.025980372,"about_ca_topic_score_gemma":0.029904962,"teacher_disagreement_score":0.5754385,"about_ca_system_score_codex":0.0004628815,"about_ca_system_score_gemma":0.00053387583,"threshold_uncertainty_score":0.99984294},"labels":[],"label_agreement":null},{"id":"W4380479319","doi":"10.4337/9780857933829.00040","title":"Index","year":2011,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Insolvency and Governance","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.029680670708765938,"score_gpt":0.21255049086448638,"score_spread":0.18286982015572045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380479319","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":[0.0007367477,0.0007006769,0.0003982484,0.00042518636,0.013978079,0.0003788145,0.00004825324,0.00029028012,0.98304373],"genre_scores_gemma":[0.09004247,0.00004046835,0.00012818692,0.008802931,0.024396176,0.00012441137,0.00065175694,0.00030770033,0.8755059],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969173,0.000020405647,0.00064655987,0.00087916246,0.0007467198,0.0007898509],"domain_scores_gemma":[0.99729973,0.000046255453,0.0012505867,0.0009102056,0.00045187827,0.000041322404],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006537323,0.0006695076,0.0006606472,0.00053980714,0.00032759504,0.005288858,0.0017317797,0.000831425,0.005368087],"category_scores_gemma":[0.0003153275,0.00065637205,0.00031233137,0.0003094969,0.00012285564,0.0042432174,0.00084946025,0.0015433889,0.020443274],"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":[0.00004021271,0.00003571904,0.0002853953,0.00035269748,0.000064136184,0.000030898467,0.000064586464,0.000005108764,0.000008007326,0.009607074,0.9763506,0.013155583],"study_design_scores_gemma":[0.00036351892,0.000007793157,0.0006749156,0.00036672057,0.000056631936,0.0000036892018,0.000026504802,0.000059386108,0.000023231169,0.005444662,0.99216264,0.0008102886],"about_ca_topic_score_codex":0.006506866,"about_ca_topic_score_gemma":0.00072936644,"teacher_disagreement_score":0.10753781,"about_ca_system_score_codex":0.000103025835,"about_ca_system_score_gemma":0.00025214464,"threshold_uncertainty_score":0.9995887},"labels":[],"label_agreement":null},{"id":"W4380479320","doi":"10.4337/9781847201881.00025","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03605298589019427,"score_gpt":0.22971683625812783,"score_spread":0.19366385036793357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380479320","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":[0.00014725511,0.004468328,0.0030404357,0.0008872669,0.008043837,0.0002549876,0.00060426357,0.00013648832,0.98241717],"genre_scores_gemma":[0.037471853,0.000081882106,0.0006451277,0.0013511017,0.0021411125,0.00011736374,0.0004414341,0.00011897244,0.9576312],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974836,0.00002327893,0.0009485176,0.00083175214,0.00011946406,0.0005933837],"domain_scores_gemma":[0.99793774,0.000052191335,0.0011163123,0.0006654302,0.00011465921,0.0001136695],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047776182,0.000439131,0.00088032795,0.000536732,0.00028676,0.0020995466,0.0008464477,0.0005716187,0.0029012805],"category_scores_gemma":[0.00020688534,0.00052353914,0.00030045968,0.00016178876,0.000105624655,0.00056747836,0.00028696746,0.00094256847,0.022326272],"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":[0.000004864584,0.000020592022,0.0011683968,0.00006100484,0.000088070745,0.0000025413942,0.00015681231,0.000023887987,2.9319006e-7,0.035202786,0.96222997,0.001040774],"study_design_scores_gemma":[0.00034612478,0.00001816385,0.003007749,0.00006259908,0.0000054820403,0.0000023634952,0.000032707536,0.000033069125,0.000004275392,0.018113963,0.9777926,0.00058087846],"about_ca_topic_score_codex":0.0014871506,"about_ca_topic_score_gemma":0.00017123274,"teacher_disagreement_score":0.0373246,"about_ca_system_score_codex":0.00023618533,"about_ca_system_score_gemma":0.0000918822,"threshold_uncertainty_score":0.99972165},"labels":[],"label_agreement":null},{"id":"W4380479330","doi":"10.4337/9781783473038.00016","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Corporate Law and Human Rights","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.021238923411752757,"score_gpt":0.21688924155453734,"score_spread":0.19565031814278458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380479330","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":[0.0012152996,0.00017825283,0.0003682956,0.0011794554,0.01265202,0.00043396204,0.000043850472,0.00041897915,0.9835099],"genre_scores_gemma":[0.042072058,0.000008224392,0.000034293695,0.004255236,0.036426816,0.00006913308,0.00053193804,0.00023714456,0.91636515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966552,0.000024496368,0.000645987,0.00094485603,0.0008341083,0.00089531776],"domain_scores_gemma":[0.99752325,0.00007316484,0.00086185016,0.0009588829,0.0005272523,0.000055593347],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006019105,0.0007233421,0.0007325517,0.00085515995,0.00051896984,0.010562589,0.0016292214,0.00081693137,0.0129744075],"category_scores_gemma":[0.00006778682,0.00054250815,0.00033021305,0.00016400234,0.00016519064,0.004012053,0.0008526949,0.0010422013,0.04525088],"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":[0.000026160053,0.000019358085,0.000050360853,0.00029158467,0.0000736111,0.000027024478,0.000027485712,0.0000010013237,0.0000147878845,0.067768544,0.9211027,0.010597403],"study_design_scores_gemma":[0.00055898936,0.0000060851253,0.000101048616,0.00039792628,0.000057162633,0.0000028278446,0.000010941387,0.000016474349,0.000015179347,0.047844198,0.9501724,0.00081671635],"about_ca_topic_score_codex":0.0006901998,"about_ca_topic_score_gemma":0.0005652652,"teacher_disagreement_score":0.06714473,"about_ca_system_score_codex":0.00013536903,"about_ca_system_score_gemma":0.00024285475,"threshold_uncertainty_score":0.99970263},"labels":[],"label_agreement":null},{"id":"W4380537080","doi":"10.4337/9780857931535.00006","title":"Acknowledgments","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","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":"University of Auckland","keywords":"History; Geography","score_opus":0.05530834941097327,"score_gpt":0.2120438868907141,"score_spread":0.15673553747974084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380537080","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":[0.00009253396,0.007258218,0.000054389224,0.0004311635,0.0036734403,0.0002552529,0.00028537097,0.00015455729,0.98779505],"genre_scores_gemma":[0.01245554,0.00048329035,0.00013345007,0.0006404343,0.0034555933,0.000028744877,0.000094414834,0.00015490086,0.98255366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977339,0.000007256676,0.0008901751,0.0006384339,0.00007413203,0.00065609615],"domain_scores_gemma":[0.9983777,0.000059339065,0.00074478326,0.0005072369,0.00006387043,0.00024708244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008104035,0.00046968556,0.0009943102,0.00027533562,0.00033062062,0.0007772503,0.00060117437,0.0007058283,0.0027719494],"category_scores_gemma":[0.000112411406,0.00056191726,0.00039692197,0.00001613383,0.00012871283,0.0006649548,0.0003703201,0.0007741219,0.008368261],"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":[0.000005794362,0.000011577483,0.00087485684,0.000036161902,0.00029900557,0.000003000837,0.00082047033,1.9915251e-7,1.3761424e-7,0.8069124,0.17916213,0.011874234],"study_design_scores_gemma":[0.00025173678,0.00001529283,0.00018885633,0.000040477487,0.000019537212,0.0000016290995,0.000020014772,0.0000020743278,0.0000014967076,0.20847403,0.7904984,0.00048649925],"about_ca_topic_score_codex":0.00013765963,"about_ca_topic_score_gemma":0.00008400934,"teacher_disagreement_score":0.61133623,"about_ca_system_score_codex":0.00040765118,"about_ca_system_score_gemma":0.0000483542,"threshold_uncertainty_score":0.9996832},"labels":[],"label_agreement":null},{"id":"W4380537407","doi":"10.4337/9781784715526.00023","title":"Bibliography","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"HEC Montréal; University of Oxford; Vanderbilt University","keywords":"Computer science","score_opus":0.056562581642317165,"score_gpt":0.26128756923556773,"score_spread":0.20472498759325056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380537407","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":[0.000011288429,0.002128166,0.000039544833,0.00026772867,0.0030537993,0.00084131124,0.0009281625,0.002860391,0.9898696],"genre_scores_gemma":[0.00066395063,0.0001468823,0.0012490822,0.0007027067,0.0041399696,0.000068694564,0.0009431566,0.0017487298,0.99033684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227,0.00011836899,0.0011891673,0.0017403743,0.003299562,0.0013825108],"domain_scores_gemma":[0.9930908,0.00020663928,0.0011557004,0.0025483398,0.001774073,0.0012244238],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003289144,0.0015243787,0.0014050277,0.048157413,0.00030333555,0.0067458376,0.0027607658,0.0021325285,0.001593248],"category_scores_gemma":[0.000487881,0.0015731163,0.001089493,0.0019147114,0.0005618781,0.002425645,0.0010879467,0.0035987888,0.013203884],"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":[0.000054920496,0.00001552883,0.000031687698,0.00005623092,0.00043451798,0.00012743879,0.00014014255,0.0000021926915,0.00003249029,0.12493928,0.86895704,0.0052085463],"study_design_scores_gemma":[0.0007097963,0.000092224094,0.000019795496,0.0003849017,0.00024301575,0.00006104991,0.000016137705,0.000005803901,0.000026726215,0.13329588,0.8636804,0.0014642538],"about_ca_topic_score_codex":0.00027308782,"about_ca_topic_score_gemma":0.00021343486,"teacher_disagreement_score":0.0462427,"about_ca_system_score_codex":0.00025654773,"about_ca_system_score_gemma":0.000627711,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4380590936","doi":"10.4337/9781800883789.00018","title":"The Arctic: last frontier for energy and mineral exploitation?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Frontier; Indigenous; Arctic; Adventure; Geography; Economy; Political science; Natural resource economics; Ethnology; History; Archaeology; Economics; Ecology; Oceanography; Geology","score_opus":0.03763510388629581,"score_gpt":0.2781238717877326,"score_spread":0.2404887679014368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380590936","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":[0.000005148898,0.00044927138,0.00029586483,0.023200966,0.0019348274,0.00032113618,0.000048204372,0.00018904333,0.97355556],"genre_scores_gemma":[0.0024701068,0.00045020922,0.00045622108,0.0007788966,0.0033135687,0.00012527365,0.000021605501,0.00008783902,0.9922963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818164,0.00006290663,0.00031767497,0.00039528892,0.0005098673,0.00053260836],"domain_scores_gemma":[0.9980167,0.0010854761,0.00023557375,0.00024380362,0.00024526208,0.00017314537],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009952657,0.00027074612,0.00031322625,0.00012521949,0.0023774067,0.0014792286,0.00043997864,0.0003474222,0.00001519624],"category_scores_gemma":[0.0011505486,0.00020133171,0.00017683108,0.000025401054,0.00081185775,0.00035390677,0.00021875137,0.0002811732,0.000011626683],"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":[0.000008169581,0.0000011664811,0.000011897568,0.000012678218,0.00010197257,0.0000013823521,0.0052101905,1.0214607e-7,1.4313957e-7,0.60393924,0.372069,0.018644061],"study_design_scores_gemma":[0.00013418433,0.000019927778,0.000049743543,0.000060647573,0.000044186596,5.7140494e-7,0.0018154931,0.0000031167708,3.701977e-7,0.24821568,0.7494608,0.00019523944],"about_ca_topic_score_codex":0.0022734234,"about_ca_topic_score_gemma":0.029511373,"teacher_disagreement_score":0.37739184,"about_ca_system_score_codex":0.00012174728,"about_ca_system_score_gemma":0.0002685353,"threshold_uncertainty_score":0.9995573},"labels":[],"label_agreement":null},{"id":"W4380606021","doi":"10.4337/9781781000502.00018","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.060316562893148545,"score_gpt":0.22788418255159767,"score_spread":0.16756761965844913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380606021","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":[0.00008109105,0.003716677,0.00019431506,0.00032226072,0.037934467,0.00027226764,0.002427124,0.00010199802,0.9549498],"genre_scores_gemma":[0.0029639187,0.0000921248,0.00016697438,0.0007130964,0.0020914047,0.00005363895,0.00028991024,0.000097795746,0.9935311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967509,0.000025705458,0.0010383416,0.0012448742,0.00013679442,0.0008034003],"domain_scores_gemma":[0.9976078,0.000055867724,0.0009229253,0.0009310234,0.00016529851,0.00031707174],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020013566,0.0004969533,0.0011787012,0.00071510434,0.0002521743,0.0031590895,0.0013243743,0.00069083564,0.028775787],"category_scores_gemma":[0.0004610462,0.00058470503,0.0003297821,0.00015284854,0.00021478992,0.0010082093,0.00072877016,0.00089880574,0.3044831],"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":[0.00000917295,0.00001921193,0.000111039124,0.000045719444,0.00019508884,0.000004321975,0.0008299437,0.00002638761,1.2251073e-7,0.014530478,0.98332685,0.0009016734],"study_design_scores_gemma":[0.00050835375,0.000021234317,0.000032039003,0.000047915124,0.0000107337355,0.0000034117693,0.0002756154,0.00008639436,0.000002873292,0.0061963717,0.99215245,0.0006626291],"about_ca_topic_score_codex":0.0009275473,"about_ca_topic_score_gemma":0.00004042179,"teacher_disagreement_score":0.2757073,"about_ca_system_score_codex":0.000506579,"about_ca_system_score_gemma":0.00022791562,"threshold_uncertainty_score":0.99966043},"labels":[],"label_agreement":null},{"id":"W4380606025","doi":"10.4337/9781783471195.00060","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","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":"Universiteit Gent; Universitair Ziekenhuis Gent","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.09671964162039491,"score_gpt":0.4249894970911968,"score_spread":0.3282698554708019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380606025","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":[0.00015958244,0.0021223908,0.00018768008,0.0054963348,0.04805374,0.0013807962,0.00033922022,0.00036133142,0.94189894],"genre_scores_gemma":[0.0020978698,0.00012839766,0.00020509705,0.016755007,0.02169057,0.00034694755,0.0010360706,0.00018922199,0.9575508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99231267,0.001403957,0.0014181176,0.0009575463,0.0018090584,0.0020986747],"domain_scores_gemma":[0.99426067,0.00047075225,0.00085727166,0.0012006119,0.0013457839,0.001864887],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0037651693,0.00066748064,0.0012345131,0.00041348493,0.00092497567,0.00032217574,0.0014378384,0.0040656105,0.006182121],"category_scores_gemma":[0.0025534637,0.00057879766,0.00025836463,0.00022079561,0.00016143432,0.0005092719,0.00091596966,0.009159444,0.039635736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036840644,0.000021254313,0.000057786856,0.00074666576,0.00006543639,0.000038623904,0.0016098015,6.764916e-7,8.59068e-7,0.00052442006,0.97491074,0.021986872],"study_design_scores_gemma":[0.0009966197,0.00008213396,0.0000932504,0.0015180974,0.000036776153,0.0000060933107,0.0008106136,0.000008182013,0.0000015689232,0.00200964,0.9939022,0.0005348461],"about_ca_topic_score_codex":0.007603229,"about_ca_topic_score_gemma":0.00076166756,"teacher_disagreement_score":0.033453614,"about_ca_system_score_codex":0.0012353157,"about_ca_system_score_gemma":0.00898171,"threshold_uncertainty_score":0.99966633},"labels":[],"label_agreement":null},{"id":"W4383504997","doi":"10.4337/9781847201799.00006","title":"Contributors","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Concordia University; Athabasca University; Memorial University of Newfoundland","funders":"","keywords":"Computer science","score_opus":0.01816389566181322,"score_gpt":0.22152634741796517,"score_spread":0.20336245175615195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383504997","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":[0.000039282626,0.00062591163,0.000111879584,0.0002902586,0.0028141758,0.0009730152,0.0017285254,0.0026252086,0.99079174],"genre_scores_gemma":[0.003967632,0.0000033094632,0.00038057507,0.0006438771,0.0044903974,0.000054749693,0.0020002646,0.0013590751,0.9871001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99317133,0.00010378287,0.0013700534,0.0016194545,0.002222098,0.0015132785],"domain_scores_gemma":[0.99484587,0.00035683703,0.001307882,0.0019521844,0.0009550158,0.0005822051],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019219031,0.0014945961,0.0015245763,0.0011724124,0.00041671432,0.0052794404,0.0020227581,0.0022447181,0.0012644066],"category_scores_gemma":[0.00077373546,0.0015796223,0.00088097097,0.000060386148,0.0004549876,0.0014530069,0.00072213175,0.0033722294,0.010304826],"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":[0.000039330476,0.000014767815,0.000021610731,0.000046766967,0.00025737833,0.00018359516,0.00007777065,0.0000070733045,0.0000618266,0.22225165,0.772186,0.0048522246],"study_design_scores_gemma":[0.00097414065,0.000057757017,0.000045053253,0.0003996193,0.00025396072,0.00005488057,0.00000606635,0.000014709571,0.00014921914,0.041715316,0.9547569,0.0015723461],"about_ca_topic_score_codex":0.00053605204,"about_ca_topic_score_gemma":0.00041263108,"teacher_disagreement_score":0.18257093,"about_ca_system_score_codex":0.0012945669,"about_ca_system_score_gemma":0.00077398604,"threshold_uncertainty_score":0.9997803},"labels":[],"label_agreement":null},{"id":"W4383505034","doi":"10.4337/9781847206886.00017","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Intimate Partner and Family Violence","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.033432891133068326,"score_gpt":0.32879968800845155,"score_spread":0.29536679687538325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505034","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":[0.00008404382,0.00063433277,0.0014028673,0.00019084978,0.014210725,0.0004615353,0.00006557232,0.0002794406,0.9826706],"genre_scores_gemma":[0.044592008,0.00019661846,0.00038668702,0.0025671618,0.008727252,0.000051848572,0.00019012186,0.00012165673,0.9431667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952523,0.00035388023,0.00059996446,0.0007754459,0.0015855319,0.0014328529],"domain_scores_gemma":[0.9976942,0.00029289068,0.00037716952,0.00063897745,0.0005259024,0.00047085632],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035758617,0.0004725124,0.0005823696,0.0005398252,0.001139664,0.0040512313,0.0019153205,0.001619725,0.0036469493],"category_scores_gemma":[0.00070070487,0.00049131364,0.0002897889,0.00029776996,0.00062008377,0.0010184372,0.00031428103,0.0019753107,0.009590226],"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":[0.000015835814,0.000019095463,0.000058310954,0.000048797916,0.000044883727,0.000018210803,0.004527995,0.000004595909,0.0000055557175,0.017577028,0.95709693,0.020582749],"study_design_scores_gemma":[0.00018338258,0.000018570696,0.00021570534,0.00022277511,0.00002250854,0.0000019203928,0.001258258,0.000007883503,0.000042344618,0.0008052588,0.9966185,0.00060288026],"about_ca_topic_score_codex":0.00918115,"about_ca_topic_score_gemma":0.00064413046,"teacher_disagreement_score":0.044507965,"about_ca_system_score_codex":0.00046047196,"about_ca_system_score_gemma":0.0015229547,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W4383505044","doi":"10.4337/9781847201799.00026","title":"Index","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Psychological Testing and Assessment","field":"Psychology","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":"Index (typography); Computer science; World Wide Web","score_opus":0.04553911431366548,"score_gpt":0.33903157985105553,"score_spread":0.29349246553739006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505044","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":[0.0009533415,0.00085904787,0.0013166489,0.0006532903,0.02404415,0.00042868304,0.0001916026,0.00054437097,0.97100884],"genre_scores_gemma":[0.050118357,0.0000039901774,0.00050924206,0.0021083753,0.006256728,0.00023738472,0.00077517476,0.0001775616,0.9398132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952792,0.00045207236,0.0008446963,0.0014250998,0.00075194484,0.0012469823],"domain_scores_gemma":[0.9970683,0.00042755646,0.0006252872,0.0013754473,0.00019423573,0.00030917124],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0010340167,0.0007556019,0.00086306926,0.00042441054,0.00026179277,0.0020896827,0.0015995463,0.0017841725,0.011351814],"category_scores_gemma":[0.0002293565,0.0006793707,0.00038227873,0.00021090549,0.00019359087,0.00025050124,0.00032200536,0.0030563015,0.017232083],"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":[0.000024660145,0.00014744143,0.000229603,0.00003649316,0.00015416881,0.00008499693,0.00018295248,0.000010213738,0.000010769838,0.0016474116,0.9631109,0.03436039],"study_design_scores_gemma":[0.00073255226,0.00011512259,0.0029180073,0.00018752173,0.00003928828,0.000043318556,0.00007298329,0.0000056070226,0.0000088892775,0.0013770671,0.9937116,0.00078807434],"about_ca_topic_score_codex":0.0014232597,"about_ca_topic_score_gemma":0.000028191467,"teacher_disagreement_score":0.049165014,"about_ca_system_score_codex":0.00020145842,"about_ca_system_score_gemma":0.00021221732,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W4383505299","doi":"10.4337/9781781004920.00014","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Management and Marketing Education","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.015799340326176144,"score_gpt":0.22881442441892685,"score_spread":0.21301508409275072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505299","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":[0.00028998536,0.00014735435,0.0007211348,0.0038082772,0.020222515,0.0005587727,0.00001526051,0.00040676704,0.9738299],"genre_scores_gemma":[0.019227024,0.000021100908,0.00008527318,0.005785253,0.03045887,0.00014285046,0.0006359796,0.00020312924,0.9434405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968938,0.000040406314,0.00058513694,0.0008699953,0.0008008956,0.00080972037],"domain_scores_gemma":[0.9976747,0.00012371787,0.00087048864,0.0008644226,0.00042622077,0.000040449962],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015809782,0.0006022771,0.00051809027,0.0011596222,0.0003608887,0.008166166,0.00142228,0.00059317355,0.009826695],"category_scores_gemma":[0.00077289465,0.0005107114,0.0002490065,0.0002572929,0.000089603906,0.0034717747,0.00091445807,0.0007540159,0.022279106],"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":[0.00002677503,0.00002404567,0.00019385727,0.000604721,0.00007612367,0.000003496074,0.000028910217,0.000001086626,0.0000103479,0.006304381,0.9499644,0.042761847],"study_design_scores_gemma":[0.0004257895,0.000003971228,0.00034220956,0.00046689808,0.00007663834,8.328857e-7,0.00005021659,0.00003794508,0.0000061390315,0.0024152065,0.9954783,0.0006958826],"about_ca_topic_score_codex":0.00082971423,"about_ca_topic_score_gemma":0.00011714789,"teacher_disagreement_score":0.045513865,"about_ca_system_score_codex":0.00015414723,"about_ca_system_score_gemma":0.00017191686,"threshold_uncertainty_score":0.99973446},"labels":[],"label_agreement":null},{"id":"W4383505337","doi":"10.4337/9780857932600.00006","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"McGill University","keywords":"Computer science","score_opus":0.029147176190715277,"score_gpt":0.223657462036044,"score_spread":0.19451028584532873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505337","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":[0.000112137015,0.00045014443,0.00046110532,0.000060483824,0.0054816348,0.00026918045,0.00005789053,0.001370725,0.9917367],"genre_scores_gemma":[0.011638198,0.000055710556,0.00017083331,0.00027453745,0.0074998112,0.000028529483,0.00037015614,0.00028287395,0.97967935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981955,0.000023205104,0.00044308443,0.00028171582,0.00059432315,0.0004621278],"domain_scores_gemma":[0.998932,0.000055800112,0.000119368415,0.00047140048,0.00015476352,0.00026668224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006612159,0.00044047975,0.0004043144,0.00029053324,0.00012590457,0.0007849905,0.0003575084,0.0007719136,0.027179925],"category_scores_gemma":[0.000077094795,0.00048001236,0.00021084036,0.000012971412,0.00006486608,0.00067743467,0.00006965153,0.0010364337,0.012470777],"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":[0.000003669164,0.0000038163685,0.000006698145,0.0000906583,0.00013654397,0.0000047448098,0.00062084856,0.00011145598,0.00015208921,0.011226832,0.9195711,0.06807153],"study_design_scores_gemma":[0.00023441609,0.000011445552,0.000094301504,0.00010510786,0.0000705412,0.0000064533615,0.00001011883,0.00022877549,0.000038967202,0.0030423137,0.99563617,0.0005214123],"about_ca_topic_score_codex":0.0000010705296,"about_ca_topic_score_gemma":0.000022643806,"teacher_disagreement_score":0.07606503,"about_ca_system_score_codex":0.0004109732,"about_ca_system_score_gemma":0.000061365376,"threshold_uncertainty_score":0.99976516},"labels":[],"label_agreement":null},{"id":"W4383505403","doi":"10.4337/9781847204271.00006","title":"Abbreviations","year":2007,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"History","score_opus":0.08579067513290635,"score_gpt":0.22386058864909197,"score_spread":0.13806991351618564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505403","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":[0.000005799622,0.0016629831,0.00033791133,0.00027306174,0.0065542366,0.00025359943,0.0009739503,0.00017481952,0.9897636],"genre_scores_gemma":[0.00042827573,0.000103641396,0.0006283498,0.0007872005,0.0009929488,0.000011704678,0.00009904508,0.00009124712,0.9968576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974188,0.000004105285,0.0010264788,0.00092180667,0.00010077004,0.0005280389],"domain_scores_gemma":[0.9980505,0.00009109231,0.00083286176,0.0007346648,0.00010091678,0.00018996478],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015911047,0.00040568362,0.00080118596,0.0007355996,0.00030853524,0.0013899044,0.0007200916,0.0005143704,0.014138713],"category_scores_gemma":[0.00023006876,0.00050198066,0.00040733154,0.000035795914,0.00019633592,0.00066224195,0.00034786505,0.0006577841,0.0350794],"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":[0.0000022745323,0.0000043199534,0.00003088205,0.000015718097,0.00011610294,0.000005236772,0.00022873355,0.0000012030087,6.71209e-8,0.58723086,0.410101,0.0022636016],"study_design_scores_gemma":[0.00020604774,0.000012376496,0.000039658906,0.00005002095,0.000018246345,0.0000033198328,0.00003673795,0.000015216911,0.0000013802794,0.10671353,0.89242697,0.00047650203],"about_ca_topic_score_codex":0.00011409849,"about_ca_topic_score_gemma":0.00006123657,"teacher_disagreement_score":0.48232597,"about_ca_system_score_codex":0.00032498437,"about_ca_system_score_gemma":0.000061829676,"threshold_uncertainty_score":0.99974316},"labels":[],"label_agreement":null},{"id":"W4383505474","doi":"10.4337/9781845424374.00001","title":"Front Matter","year":2006,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Concordia University; Memorial University of Newfoundland","funders":"","keywords":"Front (military); Computer science; Geology; Oceanography","score_opus":0.016219213101092336,"score_gpt":0.24288436807025554,"score_spread":0.2266651549691632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505474","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":[0.0003179689,0.0011045081,0.00029975953,0.0005063932,0.014280409,0.0009858613,0.002410741,0.00082514697,0.9792692],"genre_scores_gemma":[0.0015313043,0.000003105545,0.0014988156,0.002372277,0.009460223,0.00029033973,0.0062887473,0.0014610488,0.9770941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916975,0.00053513,0.0014372622,0.0020419124,0.0021174045,0.0021707914],"domain_scores_gemma":[0.994897,0.00021472425,0.0012069064,0.0025350105,0.00060976815,0.0005365756],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001573315,0.0016038341,0.001631808,0.0013445659,0.0004372649,0.011406507,0.0031487308,0.0022744657,0.064205065],"category_scores_gemma":[0.00026232438,0.001617245,0.0007694813,0.00019547054,0.0003144012,0.002051219,0.0010477132,0.00407747,0.81215346],"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":[0.00004311126,0.00006354328,0.00011054675,0.00021353542,0.00024134056,0.000052021795,0.0002871846,0.000050797513,0.00016732604,0.000082486265,0.99728864,0.0013994494],"study_design_scores_gemma":[0.00073882035,0.000033565742,0.00036564269,0.00045225144,0.0001514021,0.00004596099,0.000028075267,0.000018474115,0.0004279178,0.00033850165,0.99562943,0.0017699556],"about_ca_topic_score_codex":0.0045399624,"about_ca_topic_score_gemma":0.000612077,"teacher_disagreement_score":0.74794835,"about_ca_system_score_codex":0.0012865394,"about_ca_system_score_gemma":0.0009380291,"threshold_uncertainty_score":0.9996709},"labels":[],"label_agreement":null},{"id":"W4383505597","doi":"10.4337/9781849804752.00006","title":"Acknowledgements","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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; University of Alberta","keywords":"Computer science","score_opus":0.04296289046616893,"score_gpt":0.27850301550671375,"score_spread":0.2355401250405448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383505597","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":[0.000082259576,0.00081645226,0.000054420292,0.00038166164,0.003948704,0.00042495635,0.000018896839,0.00028568122,0.99398696],"genre_scores_gemma":[0.0022691148,0.00015946117,0.00017989546,0.0005391405,0.009424901,0.000024584677,0.00007789028,0.00008257613,0.98724246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761504,0.000091472255,0.00046832606,0.00047878112,0.0006494361,0.0006969711],"domain_scores_gemma":[0.9980049,0.00013022978,0.00037379217,0.0004961596,0.0005754805,0.00041943238],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00206045,0.00035333293,0.00040596878,0.0002477111,0.000816194,0.0016687298,0.00092971494,0.00084213325,0.019532204],"category_scores_gemma":[0.00065258465,0.0003866209,0.0002518406,0.000025940755,0.00029225467,0.0015323216,0.00022463255,0.00077258464,0.0063095842],"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":[0.000004157645,0.0000129658465,0.0001901751,0.00003206654,0.00009513687,0.0000019288875,0.020905517,1.475024e-7,8.4217265e-7,0.20567797,0.72737116,0.045707904],"study_design_scores_gemma":[0.00012807429,0.000010842164,0.00007607032,0.00007820917,0.00005460823,3.9380723e-7,0.00032220865,7.92188e-7,0.000006603512,0.03335252,0.9655535,0.00041616772],"about_ca_topic_score_codex":0.0004295144,"about_ca_topic_score_gemma":0.01594716,"teacher_disagreement_score":0.23818232,"about_ca_system_score_codex":0.00039397608,"about_ca_system_score_gemma":0.0005490462,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W4384520406","doi":"10.4337/9781845420512.00006","title":"Contributors","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Educational Robotics and Engineering","field":"Computer Science","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":"Università Bocconi; McGill University; Coleman Foundation","keywords":"Political science","score_opus":0.015710655764641212,"score_gpt":0.2083194967019288,"score_spread":0.1926088409372876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384520406","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":[0.000003408094,0.00026020972,0.08106854,0.0017217437,0.0033345795,0.00015426615,0.00001161908,0.00044356193,0.9130021],"genre_scores_gemma":[0.013815049,0.00002336518,0.0384207,0.0013301333,0.0023607304,0.00002362773,0.00009087036,0.00015776922,0.94377774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803007,0.000007923284,0.0003667174,0.00055647077,0.0006147099,0.00042414156],"domain_scores_gemma":[0.9983842,0.00011633355,0.00018419161,0.0008011469,0.00026339202,0.00025078494],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00041262267,0.00036416555,0.00033844454,0.00028288437,0.00014407988,0.0024815695,0.0016672927,0.00039757794,0.000068842426],"category_scores_gemma":[0.00015759328,0.00038153527,0.00018980003,0.000031687578,0.000042230724,0.00082555454,0.00042474986,0.000834208,0.00015189931],"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":[5.4992904e-7,0.000004327014,0.0000013409706,0.000022795768,0.000045880537,0.000019024534,0.0001792777,0.00040030442,0.0000044821877,0.98029786,0.012670299,0.0063538593],"study_design_scores_gemma":[0.00018481593,0.000023481414,0.000024884712,0.0002318644,0.00001518818,0.000019308729,0.0000024586004,0.00041418287,0.00003271306,0.2804643,0.7180864,0.0005003733],"about_ca_topic_score_codex":0.000034038476,"about_ca_topic_score_gemma":0.000007924317,"teacher_disagreement_score":0.70541614,"about_ca_system_score_codex":0.00037634152,"about_ca_system_score_gemma":0.0006853371,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W4384521290","doi":"10.4337/9781035302604.00014","title":"Bibliography","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"European Commission; York University; Fordham University","keywords":"Treaty; Political science; Environmental law; Environmental governance; Action (physics); Compliance (psychology); Corporate governance; Law and economics; Law; Sociology; Management; Psychology; Economics; Social psychology","score_opus":0.03263157550349911,"score_gpt":0.22007495424934534,"score_spread":0.1874433787458462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384521290","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":[0.00001134835,0.00003208411,0.000035304372,0.001807414,0.003247909,0.00029348864,0.000022834198,0.0010433984,0.9935062],"genre_scores_gemma":[0.0007449264,0.00006931181,0.000111132,0.0410731,0.008157744,0.000036592584,0.0006905392,0.00023932863,0.94887733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976292,0.0000045256247,0.00050492614,0.00055089284,0.00094135886,0.00036906928],"domain_scores_gemma":[0.9985301,0.000055490447,0.00048410366,0.00040405622,0.00049275515,0.000033521126],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005344169,0.00044022084,0.0003348918,0.013030297,0.00025608027,0.0059006857,0.00077675324,0.00039746644,0.0013374895],"category_scores_gemma":[0.00010478026,0.00043391602,0.00040015907,0.0007355755,0.000115681185,0.0028312088,0.000379469,0.000706889,0.005064281],"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":[0.000005222848,0.0000039629895,0.000014960902,0.00004042961,0.00006499479,0.000013998541,0.000004356934,7.5421286e-7,0.000004834557,0.5368521,0.46258318,0.00041116372],"study_design_scores_gemma":[0.00018244017,0.0000052648393,0.000052418378,0.00014003277,0.00004755162,0.0000013410294,0.0000050721615,0.0000826317,0.000006052723,0.24660878,0.7525006,0.00036782917],"about_ca_topic_score_codex":0.00027498734,"about_ca_topic_score_gemma":0.00016025761,"teacher_disagreement_score":0.29024336,"about_ca_system_score_codex":0.00002413019,"about_ca_system_score_gemma":0.00004015896,"threshold_uncertainty_score":0.9998113},"labels":[],"label_agreement":null},{"id":"W4384521581","doi":"10.4337/9781847206794.00017","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Private Equity and Venture Capital","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":"Index (typography); Computer science; World Wide Web","score_opus":0.023202680435808372,"score_gpt":0.2416490710026514,"score_spread":0.21844639056684304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384521581","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":[0.0010649295,0.00063823,0.0012902931,0.0009828409,0.018385306,0.00042777782,0.000030440455,0.00040269687,0.9767775],"genre_scores_gemma":[0.12194452,0.00002928088,0.000191485,0.02317324,0.07128103,0.00007031585,0.00247287,0.00043614575,0.7804011],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962565,0.00002098862,0.0006958438,0.0008743059,0.0010429092,0.0011094785],"domain_scores_gemma":[0.9978315,0.00009018239,0.00073575025,0.00084995216,0.0004279027,0.000064704735],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014774397,0.00071553397,0.0007083326,0.0011803829,0.0003990993,0.009322931,0.0019293064,0.0012948503,0.0042911177],"category_scores_gemma":[0.0005617499,0.00070718344,0.00039588066,0.0003486806,0.00015150255,0.0041125854,0.0014507629,0.002221522,0.021227399],"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":[0.000038353683,0.000038274466,0.00009018184,0.00041010242,0.00009774106,0.000046835507,0.000057678746,0.000006558854,0.00002088291,0.011190573,0.972586,0.015416864],"study_design_scores_gemma":[0.0004985239,0.000008460513,0.00018560106,0.00026053947,0.000067314126,0.0000061629926,0.00007111261,0.000061052684,0.000034293626,0.0025741374,0.99538964,0.0008431411],"about_ca_topic_score_codex":0.0008577403,"about_ca_topic_score_gemma":0.00019058587,"teacher_disagreement_score":0.19637637,"about_ca_system_score_codex":0.00017154067,"about_ca_system_score_gemma":0.0001852565,"threshold_uncertainty_score":0.99953794},"labels":[],"label_agreement":null},{"id":"W4385538218","doi":"10.4337/9780857930330.00004","title":"Abbreviations","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"York University; George Mason University","keywords":"Philosophy","score_opus":0.04810880449905305,"score_gpt":0.23716818225425673,"score_spread":0.18905937775520368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538218","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":[0.0000075404023,0.0005566018,0.00017329703,0.000205617,0.0021353299,0.0008169882,0.0006690815,0.0019908845,0.9934447],"genre_scores_gemma":[0.0019614208,0.000018022161,0.0012887235,0.0006938792,0.002451422,0.00008055274,0.0006848898,0.001153803,0.9916673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507445,0.0000884628,0.0011169572,0.0013212956,0.001402195,0.0009966677],"domain_scores_gemma":[0.99507046,0.00020854831,0.0011482589,0.0021781314,0.0008095057,0.0005850883],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015152853,0.0011391159,0.0010600649,0.0011536413,0.00042164663,0.0028484145,0.0020471027,0.0015698579,0.0054685157],"category_scores_gemma":[0.00071735994,0.001208165,0.0007249802,0.000056147514,0.00033382964,0.0017769445,0.00072452636,0.0027874897,0.028431421],"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":[0.000017270684,0.000013359766,0.000009466635,0.00005095077,0.0002651744,0.000043910437,0.00055400387,4.464875e-7,0.00002733464,0.5460692,0.43926534,0.013683522],"study_design_scores_gemma":[0.00033203056,0.000041993684,0.000043725486,0.00038421544,0.0002481849,0.000041111838,0.0000074385252,0.0000028255142,0.00005152278,0.14659488,0.8511819,0.0010701607],"about_ca_topic_score_codex":0.00023554002,"about_ca_topic_score_gemma":0.00035790214,"teacher_disagreement_score":0.41191655,"about_ca_system_score_codex":0.0006209049,"about_ca_system_score_gemma":0.00073905056,"threshold_uncertainty_score":0.9997263},"labels":[],"label_agreement":null},{"id":"W4385538363","doi":"10.4337/9781849808699.00023","title":"Index","year":2011,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","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":"Alberta Biodiversity Monitoring Institute; World Bank Group","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.039833596330578584,"score_gpt":0.22779814198733342,"score_spread":0.18796454565675483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538363","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":[0.0007582788,0.005356124,0.0005113274,0.0003521105,0.011818731,0.00029211922,0.0014073224,0.00010827541,0.9793957],"genre_scores_gemma":[0.08986977,0.00032497264,0.00027540617,0.0028339617,0.004203806,0.00009131173,0.00039829672,0.00020667084,0.9017958],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968539,0.000034954246,0.0011604114,0.0009086514,0.00012295999,0.000919149],"domain_scores_gemma":[0.9976164,0.000044772405,0.0009826784,0.00096762297,0.00012886534,0.00025964633],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008466768,0.0005799491,0.0011852188,0.0006439389,0.00024621314,0.0020696367,0.0014360216,0.0011943514,0.0061619803],"category_scores_gemma":[0.0003405349,0.00067411084,0.0004666053,0.00019233319,0.0001291731,0.00075320114,0.00042840873,0.0012689858,0.037745755],"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":[0.000009477381,0.000022487679,0.00031097862,0.00006420934,0.0000720386,0.0000039789193,0.00074255874,0.0000024985204,4.3294625e-7,0.17629577,0.8209501,0.0015254534],"study_design_scores_gemma":[0.00025861413,0.00004777391,0.00087182765,0.00007682776,0.000009930303,0.0000052738264,0.0000349903,0.000007663212,0.00002239216,0.025347333,0.97257435,0.00074304244],"about_ca_topic_score_codex":0.007806719,"about_ca_topic_score_gemma":0.00019240058,"teacher_disagreement_score":0.15162422,"about_ca_system_score_codex":0.00021989494,"about_ca_system_score_gemma":0.00015948701,"threshold_uncertainty_score":0.999571},"labels":[],"label_agreement":null},{"id":"W4385538371","doi":"10.4337/9781781950074.00027","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.026495103461129266,"score_gpt":0.22408778156207942,"score_spread":0.19759267810095016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538371","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":[0.00010505797,0.0029192027,0.004724293,0.0011717207,0.004381973,0.00016887594,0.0003429426,0.00011503465,0.9860709],"genre_scores_gemma":[0.04660761,0.00023351307,0.0003112322,0.0037716557,0.0024445676,0.00004541467,0.00079950073,0.00010301844,0.9456835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708873,0.000047531386,0.0011459503,0.00095503515,0.00015435182,0.000608391],"domain_scores_gemma":[0.9977877,0.00004590332,0.0008382342,0.000956584,0.00011176568,0.0002598191],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008788322,0.00046257334,0.0011072819,0.0010789159,0.00020995132,0.0026138627,0.0011053237,0.00073787797,0.023896003],"category_scores_gemma":[0.00019474563,0.0005602643,0.0005921593,0.000280622,0.000057870737,0.000599588,0.00016240805,0.0011726696,0.033486333],"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":[0.0000064708374,0.000033163502,0.00014166535,0.000039259055,0.00017233306,0.000005647012,0.00015296608,0.000035174326,8.4466234e-7,0.051598664,0.9433016,0.004512174],"study_design_scores_gemma":[0.00028544027,0.000026252676,0.0002950691,0.000056889727,0.00001722754,0.000003826479,0.000023177694,0.0001950331,0.00001117782,0.016234554,0.98222345,0.0006278812],"about_ca_topic_score_codex":0.00060664595,"about_ca_topic_score_gemma":0.000064643136,"teacher_disagreement_score":0.046502553,"about_ca_system_score_codex":0.0002057751,"about_ca_system_score_gemma":0.00011547695,"threshold_uncertainty_score":0.9996849},"labels":[],"label_agreement":null},{"id":"W4385538913","doi":"10.4337/9781781000687.00005","title":"Abbreviations","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Animal and Plant Health Inspection Service; Centers for Disease Control and Prevention; Bundesministerium für Verbraucherschutz, Ernährung und Landwirtschaft; Canadian Food Inspection Agency; European Commission; European Food Safety Authority; Ministeriet for Fø devarer, Landbrug og Fiskeri","keywords":"Computer science","score_opus":0.026053369011207975,"score_gpt":0.23930521446941888,"score_spread":0.2132518454582109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538913","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":[0.00002578809,0.00026652834,0.000114846844,0.0006411712,0.0035513875,0.0008526461,0.00082877546,0.0020187865,0.99170005],"genre_scores_gemma":[0.0013929205,0.000008496958,0.0034541541,0.0008585817,0.0043878583,0.000078839264,0.00096273207,0.001182205,0.98767424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479765,0.000068643145,0.0010871671,0.0013420765,0.0017060149,0.0009984276],"domain_scores_gemma":[0.99465,0.00032835972,0.0011114276,0.002384325,0.00089525926,0.0006306101],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0017424528,0.0011376708,0.0010447905,0.0011336083,0.0005854973,0.0048634517,0.0021199398,0.0024493693,0.0040047388],"category_scores_gemma":[0.0012456586,0.0012070778,0.000718303,0.000057557303,0.00042512713,0.0016588343,0.00070815574,0.0059404518,0.020355877],"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":[0.00001850702,0.00001833258,0.00001214105,0.00007292242,0.00029411304,0.00006183882,0.0004410734,9.692279e-7,0.0009186282,0.5838088,0.39916742,0.015185243],"study_design_scores_gemma":[0.00038502167,0.000029959825,0.0000346397,0.00027968636,0.00021282259,0.000056241977,0.000007015736,0.0000055032774,0.00021437544,0.083959796,0.9136853,0.001129621],"about_ca_topic_score_codex":0.00012561188,"about_ca_topic_score_gemma":0.0008684847,"teacher_disagreement_score":0.5145179,"about_ca_system_score_codex":0.0004698617,"about_ca_system_score_gemma":0.0008888934,"threshold_uncertainty_score":0.9990379},"labels":[],"label_agreement":null},{"id":"W4385538925","doi":"10.4337/9781843760016.00021","title":"Index","year":2002,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Miller Group (Canada)","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.04869516683226338,"score_gpt":0.2099495470336332,"score_spread":0.1612543802013698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538925","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":[0.00006834286,0.004072475,0.00021862061,0.0003526428,0.032321442,0.00027392997,0.00201802,0.00010731227,0.96056724],"genre_scores_gemma":[0.0039598583,0.00027503617,0.00015218694,0.00082671345,0.0019007842,0.000057471894,0.00016593144,0.000102288854,0.99255973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965781,0.000022666085,0.001092028,0.0013320929,0.000112154805,0.0008629595],"domain_scores_gemma":[0.99773556,0.000071664195,0.00093136914,0.0009504225,0.00008266605,0.000228306],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010440317,0.0005233472,0.0011613672,0.00077438954,0.00035196083,0.0033288728,0.0013085628,0.0007099363,0.1000955],"category_scores_gemma":[0.00028307317,0.0006287172,0.0004236872,0.00015873188,0.00021502846,0.000955007,0.00059229176,0.00097147055,0.38209403],"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":[0.00000444081,0.000024904757,0.00012366743,0.00005607007,0.00020997607,0.000005073626,0.0006994987,0.00002014148,1.538412e-7,0.013567224,0.9838087,0.0014801548],"study_design_scores_gemma":[0.00042391996,0.000017594033,0.00005425149,0.000056646753,0.000010856239,0.000003724159,0.00014298096,0.00018019113,0.0000036905967,0.0021973627,0.9962079,0.00070086156],"about_ca_topic_score_codex":0.000617487,"about_ca_topic_score_gemma":0.000023493127,"teacher_disagreement_score":0.28199852,"about_ca_system_score_codex":0.00035101216,"about_ca_system_score_gemma":0.00006079086,"threshold_uncertainty_score":0.9996164},"labels":[],"label_agreement":null},{"id":"W4385538965","doi":"10.4337/9781781000687.00022","title":"Bibliography","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Canadian Food Inspection Agency","keywords":"Bibliography; Computer science; Library science","score_opus":0.02302973060735836,"score_gpt":0.23378862064028094,"score_spread":0.21075889003292259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385538965","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":[0.00005045087,0.0004815078,0.000048010505,0.00031835912,0.0046865256,0.0008650301,0.00079497305,0.0028781127,0.98987705],"genre_scores_gemma":[0.0010108222,0.0001742322,0.0037590982,0.0012408007,0.005639651,0.000087640256,0.0008199227,0.0020849041,0.98518294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99300057,0.00007814077,0.0011863168,0.0018467578,0.00245584,0.0014323697],"domain_scores_gemma":[0.9936675,0.0003001979,0.0012035262,0.0029234574,0.0009914952,0.00091382867],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002221029,0.0015687139,0.0013142693,0.04951155,0.0005325564,0.008161419,0.0030431878,0.0034284978,0.0032225326],"category_scores_gemma":[0.00040615813,0.0016241847,0.001373349,0.0016192053,0.00080223195,0.0021768427,0.0009977927,0.007705349,0.010920024],"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":[0.00004477083,0.000019771547,0.000055948425,0.0000720101,0.00043013983,0.0001231467,0.0001333823,3.0285176e-7,0.0011477633,0.12049657,0.87129354,0.00618262],"study_design_scores_gemma":[0.0005481509,0.00006159413,0.00006874187,0.0003135115,0.00023386616,0.00007130042,0.0000070512015,0.0000022158047,0.000463246,0.09460805,0.9020541,0.0015682032],"about_ca_topic_score_codex":0.00026112894,"about_ca_topic_score_gemma":0.00057776045,"teacher_disagreement_score":0.047892343,"about_ca_system_score_codex":0.00009250327,"about_ca_system_score_gemma":0.0003667432,"threshold_uncertainty_score":0.9997061},"labels":[],"label_agreement":null},{"id":"W4385539172","doi":"10.4337/9781783472598.00006","title":"Abbreviations","year":2015,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Joint Research Centre; Fordham University; Canadian Institute for Advanced Research; George Mason University","keywords":"Computer science","score_opus":0.06843168428200765,"score_gpt":0.26980057101837923,"score_spread":0.2013688867363716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385539172","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":[0.0000057665457,0.0011791138,0.00009458834,0.0005391278,0.0023124418,0.00082914426,0.0009675315,0.0020060623,0.9920662],"genre_scores_gemma":[0.0009998379,0.000007827618,0.0012544018,0.0005312915,0.0035196291,0.000067526955,0.0012101732,0.001083513,0.9913258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942837,0.0001040185,0.0010900266,0.0012649915,0.002293423,0.00096386625],"domain_scores_gemma":[0.99418074,0.00022602396,0.0010673464,0.0020783548,0.0016023889,0.0008451681],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0025812974,0.0011054947,0.0011169799,0.0011010586,0.0003334525,0.0040174196,0.0019229756,0.0015227373,0.0019801785],"category_scores_gemma":[0.0014960809,0.0011690977,0.0005697184,0.00006808438,0.0002976986,0.0018485836,0.0007721764,0.0027712455,0.024564773],"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":[0.000014443017,0.000009159148,0.0000043738555,0.000036222264,0.00018901473,0.000040710613,0.00029481767,0.0000044656613,0.000016522597,0.35234103,0.63891417,0.0081351],"study_design_scores_gemma":[0.00050034415,0.000045018176,0.000010005361,0.00034458126,0.0002219129,0.00004832082,0.00001611615,0.000014466033,0.000012401163,0.11953657,0.8781919,0.001058348],"about_ca_topic_score_codex":0.00013135957,"about_ca_topic_score_gemma":0.00032080628,"teacher_disagreement_score":0.23927777,"about_ca_system_score_codex":0.0013025737,"about_ca_system_score_gemma":0.0015210576,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W4385726861","doi":"10.4337/9781803925820.00006","title":"Care homes in crisis: promising ways forward","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Equity (law); Government (linguistics); Nursing homes; Context (archaeology); Work (physics); Coronavirus disease 2019 (COVID-19); Politics; Political science; Intergenerational equity; Nursing; Public administration; Medicine; History; Law; Engineering","score_opus":0.04185702143418272,"score_gpt":0.21812488489294768,"score_spread":0.17626786345876497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726861","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":[0.0007025231,0.0035603698,0.00024227619,0.0005721414,0.0031407655,0.0006401705,0.00049633346,0.0005218784,0.99012357],"genre_scores_gemma":[0.08741974,0.0008647722,0.0014611514,0.0014929558,0.0024642919,0.00015126247,0.00055418303,0.0009180797,0.9046736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576586,0.000016450573,0.0015508359,0.0014508145,0.000223174,0.0009928538],"domain_scores_gemma":[0.99750865,0.000092366536,0.000982573,0.0010442483,0.00014680257,0.00022536014],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010072725,0.0007603469,0.0015275662,0.0016075496,0.00025869126,0.0018657258,0.0010393381,0.0012206692,0.00017818218],"category_scores_gemma":[0.00010576369,0.0009471196,0.0005398281,0.00013170268,0.00011282452,0.0012667943,0.0004105433,0.0015897052,0.0010770569],"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":[0.000025704985,0.000015341702,0.00026491715,0.00042894075,0.00013629797,0.00017285708,0.007432072,0.000019678142,0.0000013926852,0.92316675,0.057734385,0.01060165],"study_design_scores_gemma":[0.00072308624,0.000054260287,0.0001967378,0.0005885148,0.000022642547,0.000008178755,0.00027602926,0.000032470554,0.000017039985,0.11246542,0.8845362,0.0010794449],"about_ca_topic_score_codex":0.0011617459,"about_ca_topic_score_gemma":0.0010599238,"teacher_disagreement_score":0.8268018,"about_ca_system_score_codex":0.00065710547,"about_ca_system_score_gemma":0.00019887548,"threshold_uncertainty_score":0.9997007},"labels":[],"label_agreement":null},{"id":"W4385726901","doi":"10.4337/9781803925820","title":"Care Homes in a Turbulent Era","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"Turbulence; Geography; Meteorology","score_opus":0.03675365310954772,"score_gpt":0.33496108711555095,"score_spread":0.29820743400600325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726901","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":[0.0007338949,0.0022578787,0.000008257992,0.003948183,0.011585586,0.0016425729,0.00016857164,0.0011744525,0.9784806],"genre_scores_gemma":[0.00076769246,0.00009067992,0.00016758483,0.00077205757,0.0043683983,0.0003182364,0.001372147,0.0003297816,0.9918134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950335,0.00044413793,0.0011745809,0.0009843057,0.0009721489,0.0013913029],"domain_scores_gemma":[0.99668294,0.00088133337,0.0005809828,0.0010282414,0.0005085457,0.00031794765],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012295328,0.0006529886,0.0011408825,0.0012832938,0.00059965433,0.00046106294,0.0009872273,0.0019972152,0.00033104216],"category_scores_gemma":[0.00064167555,0.00064024905,0.0003735264,0.00023714002,0.00007610494,0.0003927306,0.0005290556,0.0051696673,0.0012291366],"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":[0.00004345844,0.000010054328,0.00019890312,0.0012258764,0.000057019537,0.00017421943,0.027572857,0.0000013169347,0.0000016931358,0.00089200586,0.9499548,0.019867789],"study_design_scores_gemma":[0.0010413526,0.00007063117,0.0010371559,0.003096942,0.00008046269,0.00000475472,0.0065956363,0.00000308806,0.0000024790008,0.005775918,0.98159903,0.00069255487],"about_ca_topic_score_codex":0.0018123217,"about_ca_topic_score_gemma":0.004802225,"teacher_disagreement_score":0.031644218,"about_ca_system_score_codex":0.003286476,"about_ca_system_score_gemma":0.0045816014,"threshold_uncertainty_score":0.9996049},"labels":[],"label_agreement":null},{"id":"W4385726905","doi":"10.4337/9781803925820.00011","title":"Are safer, welcoming care homes possible? Considering physical environments","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","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":"SAFER; Overcrowding; Distancing; Pandemic; Physical space; Social distance; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Gerontology; Political science; Disease; Geography; Computer security; Computer science","score_opus":0.055370460302178966,"score_gpt":0.327625391523849,"score_spread":0.27225493122167005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385726905","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":[0.005368178,0.0008727432,0.000040458694,0.00045178356,0.0052344184,0.0012845168,0.00027972192,0.0011105066,0.9853577],"genre_scores_gemma":[0.050515898,0.00011556724,0.00015578339,0.0024550755,0.006971054,0.00016566143,0.00038446582,0.0006279141,0.9386086],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950886,0.00027795255,0.0009639324,0.0011433848,0.0012091761,0.0013169886],"domain_scores_gemma":[0.99602216,0.0009630643,0.0013528699,0.00097010663,0.00022531807,0.000466448],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00065641647,0.0008992097,0.0014531341,0.00042902387,0.0021460315,0.0005683275,0.0008714078,0.0015362991,0.00028269313],"category_scores_gemma":[0.0006030634,0.0009329104,0.0005458619,0.000048378177,0.00028274854,0.00062239735,0.0011341195,0.0041735396,0.0012184825],"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":[0.0001657607,0.0000844328,0.015095068,0.0066174255,0.002310462,0.0015493901,0.48170578,0.000020152864,0.000121102334,0.14067288,0.29680067,0.05485688],"study_design_scores_gemma":[0.0011929041,0.000058271704,0.0017394644,0.0052766935,0.00034160286,0.0000032115938,0.058326934,0.000011252429,0.00004639739,0.04202637,0.889252,0.0017248892],"about_ca_topic_score_codex":0.00043442586,"about_ca_topic_score_gemma":0.0009928985,"teacher_disagreement_score":0.59245133,"about_ca_system_score_codex":0.00089268404,"about_ca_system_score_gemma":0.0004924845,"threshold_uncertainty_score":0.9997599},"labels":[],"label_agreement":null},{"id":"W4385727010","doi":"10.4337/9781803925820.00016","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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; Download; Index (typography); Political science; Politics; Perspective (graphical); Library science; Public relations; Sociology; World Wide Web; Law; Computer science","score_opus":0.04358450400620079,"score_gpt":0.32054002694845,"score_spread":0.27695552294224923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727010","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":[0.00046974357,0.00033790554,0.00007672745,0.0071476325,0.022619292,0.0003602919,0.00010919429,0.0003825612,0.9684967],"genre_scores_gemma":[0.013107908,0.00021739006,0.000051087838,0.00095229567,0.009435136,0.0000662275,0.00005404031,0.000080404374,0.97603554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953285,0.00031804055,0.00041124027,0.00074917875,0.0020208613,0.0011722179],"domain_scores_gemma":[0.9980332,0.00035831582,0.0004860069,0.00043690973,0.0002750401,0.0004104855],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024069648,0.00033440677,0.00048160317,0.00020572738,0.001369133,0.005004714,0.002173911,0.0010856736,0.0023993198],"category_scores_gemma":[0.0018491403,0.00033785927,0.00028200343,0.00062684866,0.0006131338,0.0010764257,0.0003470405,0.0011959404,0.011630371],"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":[0.0000035345035,0.000006918907,0.0000780374,0.000017066348,0.000025239397,0.000008351171,0.009149096,0.000005242149,8.994934e-7,0.0059596216,0.9671586,0.017587394],"study_design_scores_gemma":[0.00012066531,0.0000133324365,0.0004010046,0.000118310025,0.000011562369,3.2542522e-7,0.00384641,0.0000061042147,0.0000029361674,0.0024667985,0.99257785,0.00043469586],"about_ca_topic_score_codex":0.13303804,"about_ca_topic_score_gemma":0.06584492,"teacher_disagreement_score":0.06719312,"about_ca_system_score_codex":0.00047719773,"about_ca_system_score_gemma":0.0025861724,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W4385727065","doi":"10.4337/9781803925820.00013","title":"Equity and diversity in nursing home care: lessons from Canada and Sweden","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"Legislature; Equity (law); Diversity (politics); Immigration; Nursing; Nursing homes; Cultural diversity; Public relations; Context (archaeology); Political science; Sociology; Medicine; Geography","score_opus":0.07608517205479484,"score_gpt":0.3534598090965177,"score_spread":0.2773746370417228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727065","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":[0.047999166,0.0020950136,0.0000071968925,0.005627142,0.008331746,0.0009345914,0.0012006112,0.00033285847,0.9334717],"genre_scores_gemma":[0.59499663,0.00033693432,0.00015909794,0.0010339115,0.0024851041,0.000033907487,0.0008456322,0.00026698824,0.39984182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705124,0.00014390977,0.000524003,0.000790961,0.0007233355,0.0007665682],"domain_scores_gemma":[0.9978746,0.00076693256,0.00033231458,0.000459497,0.00019920174,0.00036746214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006657825,0.00042975674,0.0007677769,0.0003412723,0.0012543015,0.0003309728,0.0004702456,0.00092749624,0.000069278794],"category_scores_gemma":[0.00020903397,0.00046038744,0.00007619904,0.000051435665,0.00015622561,0.00030036163,0.0024868357,0.0021568604,0.000012195121],"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":[0.00024329507,0.000017822946,0.026841117,0.0011587773,0.00026392064,0.0004765292,0.0937035,0.0000011984743,0.00001348123,0.043315977,0.4982362,0.33572817],"study_design_scores_gemma":[0.0047340295,0.00015488015,0.3037786,0.011872037,0.0007776872,0.0000137643,0.026206478,0.000011192889,0.0000076794995,0.3061022,0.34317675,0.0031647244],"about_ca_topic_score_codex":0.840264,"about_ca_topic_score_gemma":0.92399997,"teacher_disagreement_score":0.5469974,"about_ca_system_score_codex":0.0015583863,"about_ca_system_score_gemma":0.0018067735,"threshold_uncertainty_score":0.99978477},"labels":[],"label_agreement":null},{"id":"W4385727078","doi":"10.4337/9781803925820.00007","title":"Piercing the corporate veil: nursing home ownership in turbulent times","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Real estate investment trust; Equity (law); Business; Transparency (behavior); Real estate; Nursing homes; Estate; Finance; Private equity; Nursing; Medicine; Political science; Law","score_opus":0.06581747606248305,"score_gpt":0.2206502606443474,"score_spread":0.15483278458186434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727078","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":[0.002267853,0.0015876172,0.00012839549,0.0031023794,0.0034152633,0.0005725669,0.00014303513,0.0003851144,0.9883978],"genre_scores_gemma":[0.1388258,0.0003132513,0.00021650418,0.0012570489,0.0016360248,0.000052299045,0.000126698,0.000441685,0.8571307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996271,0.00004013081,0.0013741322,0.0011439709,0.00022650365,0.00094424095],"domain_scores_gemma":[0.99686104,0.00021561848,0.0015963243,0.0010569232,0.00009121522,0.0001789077],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021243342,0.00068389095,0.0011551856,0.0010463244,0.00034323934,0.001912888,0.0011821553,0.0008688789,0.0002076708],"category_scores_gemma":[0.000091396374,0.00065718556,0.00040650874,0.00016301894,0.0003086476,0.0007536476,0.00020651857,0.0019276948,0.0012011047],"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":[0.000030192654,0.000023193235,0.0001977303,0.000080139995,0.00010277837,0.00016351603,0.004042492,0.00007840296,0.0000018898064,0.936234,0.049940962,0.009104712],"study_design_scores_gemma":[0.00063204876,0.000052713618,0.0010748607,0.0010760284,0.000028401731,0.000024522322,0.00008353582,0.00037926735,0.000009390836,0.28860587,0.70691514,0.0011182365],"about_ca_topic_score_codex":0.00047198043,"about_ca_topic_score_gemma":0.00020943675,"teacher_disagreement_score":0.65697414,"about_ca_system_score_codex":0.00062075333,"about_ca_system_score_gemma":0.00019220104,"threshold_uncertainty_score":0.99958795},"labels":[],"label_agreement":null},{"id":"W4385727115","doi":"10.4337/9781803925820.00015","title":"Making joy possible in care home policies and practices","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political and Economic history of UK and US","field":"Social Sciences","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":"Quality (philosophy); Public relations; Profit (economics); Business; Political science; Economics","score_opus":0.09943418889824003,"score_gpt":0.3354821666297134,"score_spread":0.2360479777314734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727115","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":[0.0022438765,0.0007752852,5.891954e-7,0.002230541,0.0012937852,0.00018077294,0.000041427007,0.00020505062,0.9930287],"genre_scores_gemma":[0.06605995,0.00016862439,0.0000741189,0.0006983019,0.0018969078,0.000013878611,0.000020771333,0.00006783442,0.93099964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817777,0.000060410748,0.00035031416,0.00045418486,0.0003336303,0.00062369835],"domain_scores_gemma":[0.9987929,0.00030853876,0.00036796785,0.00021399082,0.00008224313,0.00023440081],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00086801185,0.00025071544,0.00040815503,0.0003929015,0.0006198752,0.001625085,0.00045618793,0.00054425607,0.00013142539],"category_scores_gemma":[0.0006228788,0.00026697005,0.000109888744,0.00003030561,0.0004399817,0.0008837522,0.00020527765,0.000736494,0.00012623938],"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":[0.000011608806,0.0000041158532,0.0006035407,0.00011760685,0.000033938646,0.000048743535,0.04196187,6.442761e-7,7.319588e-7,0.92591226,0.01288387,0.018421065],"study_design_scores_gemma":[0.00013507712,0.000019570549,0.0005574262,0.0002597668,0.000022284024,0.0000023101234,0.0039319885,0.0000017902117,4.800496e-7,0.07649988,0.9182257,0.00034371525],"about_ca_topic_score_codex":0.008170653,"about_ca_topic_score_gemma":0.02623564,"teacher_disagreement_score":0.90534186,"about_ca_system_score_codex":0.0004061048,"about_ca_system_score_gemma":0.0005375282,"threshold_uncertainty_score":0.99997824},"labels":[],"label_agreement":null},{"id":"W4385727185","doi":"10.4337/9781803925820.00009","title":"The crisis in the nursing home labour force: where is the political will?","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","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":"York University; Carleton University","funders":"","keywords":"Staffing; Politics; Nursing; Work (physics); Health care; Political science; Medicine; Economic growth; Economics; Engineering; Law","score_opus":0.054413188548807806,"score_gpt":0.3591545231984053,"score_spread":0.3047413346495975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727185","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":[0.0002176106,0.00085225556,0.0000072734324,0.31943768,0.0029814956,0.0012053172,0.00011593693,0.00024863103,0.6749338],"genre_scores_gemma":[0.017050708,0.0002893417,0.000011826442,0.021468883,0.0040903683,0.0003616334,0.000035930876,0.00023932765,0.95645195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474305,0.0006439391,0.0010190407,0.0006435687,0.0012585303,0.0016918484],"domain_scores_gemma":[0.9936164,0.0041023297,0.00043258426,0.0013139213,0.0003716753,0.00016311544],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034892368,0.0005961959,0.00062366057,0.00020555462,0.0044919164,0.001039856,0.001971279,0.0008706002,0.00018457473],"category_scores_gemma":[0.0006604749,0.00028414317,0.000370376,0.0001093051,0.0004836229,0.000412736,0.0006603928,0.004694556,0.00031428592],"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":[0.000015461364,0.0000044996214,0.0004144576,0.00007059696,0.000084299645,0.000010514538,0.010694793,6.154036e-8,1.5203078e-7,0.54667675,0.4397746,0.0022538118],"study_design_scores_gemma":[0.00025457,0.000029573683,0.0012820062,0.0009369642,0.000072360526,0.0000024186938,0.018314635,0.0000019409304,3.1254044e-7,0.35018173,0.62865424,0.0002692696],"about_ca_topic_score_codex":0.0015841331,"about_ca_topic_score_gemma":0.0036997362,"teacher_disagreement_score":0.2979688,"about_ca_system_score_codex":0.0004619642,"about_ca_system_score_gemma":0.0004755122,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W4385727486","doi":"10.4337/9781803925820.00012","title":"Family members and nursing home care: lessons from Ontario and Sweden during Covid-19","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"Staffing; Nursing; Pandemic; Family member; Economic shortage; Coronavirus disease 2019 (COVID-19); Medicine; Health care; Quality (philosophy); Psychology; Public relations; Political science; Family medicine; Government (linguistics)","score_opus":0.07423886167714315,"score_gpt":0.35073675131100296,"score_spread":0.2764978896338598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385727486","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":[0.05002492,0.0038738104,0.000025902595,0.00648,0.009740111,0.0014900471,0.0007896174,0.001230293,0.9263453],"genre_scores_gemma":[0.023829233,0.0006485433,0.00044516998,0.0014930428,0.0032270728,0.00014983042,0.001084699,0.0005053823,0.968617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588305,0.0001817102,0.0008659943,0.0012986748,0.00076031586,0.0010102548],"domain_scores_gemma":[0.9964365,0.0009841786,0.00058122724,0.00077147,0.00028119498,0.00094547257],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007063817,0.00073639356,0.0010953995,0.0006568797,0.0021676163,0.00083313324,0.00047143074,0.0016222545,0.00039769718],"category_scores_gemma":[0.00036697523,0.0007710987,0.00018671477,0.000064261236,0.00030566726,0.0005034472,0.0005342138,0.0031572692,0.00006900435],"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":[0.00059477094,0.000025571288,0.004796402,0.0022500965,0.0008723591,0.0005566665,0.3789862,0.0000042963084,0.00014104557,0.029530853,0.5200615,0.062180273],"study_design_scores_gemma":[0.0026285471,0.00008111215,0.019347128,0.002764116,0.0005762107,0.00002099709,0.016050803,0.0000019316637,0.000004429894,0.037142664,0.91999376,0.0013883152],"about_ca_topic_score_codex":0.102014616,"about_ca_topic_score_gemma":0.12094893,"teacher_disagreement_score":0.39993227,"about_ca_system_score_codex":0.002590537,"about_ca_system_score_gemma":0.0027639945,"threshold_uncertainty_score":0.99967384},"labels":[],"label_agreement":null},{"id":"W4385735566","doi":"10.4337/9781839107108.00005","title":"Introduction to Constitutional Crises and Regionalism","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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":"Regionalism (politics); Political science; Legitimacy; Political economy; Multinational corporation; Normative; Dignity; Law and economics; Sociology; Law; Politics; Democracy","score_opus":0.05670671618068817,"score_gpt":0.28741082957198744,"score_spread":0.23070411339129926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385735566","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":[0.0000151813865,0.00012965928,0.00006262706,0.031431675,0.0032696591,0.00023179527,0.00006803746,0.00029140204,0.96449995],"genre_scores_gemma":[0.0011753389,0.00016358709,0.00023108034,0.001559216,0.011572168,0.000013740906,0.000062451356,0.000039040726,0.98518336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806994,0.0000558953,0.00027931458,0.0005073873,0.0008249647,0.00026249702],"domain_scores_gemma":[0.99881715,0.00019753672,0.00013912398,0.00017640728,0.00047565287,0.00019411733],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00092669344,0.00021670484,0.00023877148,0.0002564461,0.0007627419,0.0010882816,0.00033939764,0.00019918324,0.00025583405],"category_scores_gemma":[0.0014549255,0.00022374708,0.00009502269,0.000031130916,0.0011102577,0.0004508965,0.0002513253,0.00041375315,0.00047588508],"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":[0.0000056069225,0.000001458318,0.0000035649277,0.000005694275,0.000042216085,0.0000075323537,0.0006900706,6.489599e-7,0.0000013112765,0.58443356,0.41320348,0.0016049028],"study_design_scores_gemma":[0.0000724633,0.000017800145,0.000048590955,0.00009893009,0.000021280006,0.0000046600853,0.0001426388,3.6299014e-7,0.0000019884667,0.062079825,0.93728155,0.00022991977],"about_ca_topic_score_codex":0.00028629112,"about_ca_topic_score_gemma":0.00067865994,"teacher_disagreement_score":0.5240781,"about_ca_system_score_codex":0.00017305967,"about_ca_system_score_gemma":0.00027062028,"threshold_uncertainty_score":0.9999487},"labels":[],"label_agreement":null},{"id":"W4385735616","doi":"10.4337/9781839107108.00015","title":"References","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","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 on Violence Against Women; Vlaamse regering; Central European University; University of Toronto; Queen's University; European Commission; Queen's University Belfast; Vlaams Instituut voor de Zee; University of Cambridge; Government of Canada; United Nations Development Programme; Australian Government; Directorate-General for Justice; McGill University; University of Oxford; Harvard University; World Bank Group; U.S. Department of Justice","keywords":"Corporate governance; Political science; Rule of law; Law; Public administration; Sociology; Politics; Management; Economics","score_opus":0.07057174785323456,"score_gpt":0.2950307274783182,"score_spread":0.22445897962508365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385735616","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":[0.000031302854,0.00010498011,0.000014731941,0.0031914946,0.0037904398,0.00028773848,0.000040289502,0.0010361051,0.99150294],"genre_scores_gemma":[0.0025125814,0.00020869981,0.00007064216,0.0003579215,0.0038127047,0.00001765356,0.00006603189,0.00009634246,0.9928574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719447,0.00007236681,0.00041207895,0.00055429566,0.0012348999,0.000531868],"domain_scores_gemma":[0.9984214,0.0002510608,0.0003167105,0.0004210436,0.00030955242,0.00028028234],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017604845,0.00031322078,0.0003893664,0.0003371995,0.0008737211,0.0026303243,0.0008362719,0.0009182383,0.00097078085],"category_scores_gemma":[0.00044248925,0.00032424534,0.00025099833,0.000049590395,0.00034020466,0.00065938587,0.00020847442,0.00097141956,0.0007592375],"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":[0.000005585646,0.0000026217967,0.0000089442265,0.000013983674,0.000052636657,0.000017681812,0.0042144954,1.6603914e-7,0.000001432824,0.8027871,0.1093835,0.083511844],"study_design_scores_gemma":[0.000089193105,0.000025510375,0.000037915677,0.00017055901,0.000038052814,8.1840204e-7,0.000272261,0.0000012526726,0.0000023870614,0.094251215,0.9047711,0.00033976408],"about_ca_topic_score_codex":0.0031876294,"about_ca_topic_score_gemma":0.010290865,"teacher_disagreement_score":0.79538757,"about_ca_system_score_codex":0.00020507083,"about_ca_system_score_gemma":0.0006796769,"threshold_uncertainty_score":0.9999425},"labels":[],"label_agreement":null},{"id":"W4385800423","doi":"10.4337/9781800379718.00019","title":"Public budgeting in developed and developing countries","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","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":"Transparency (behavior); Accountability; Restructuring; Budget process; Politics; Government (linguistics); Political science; Public sector; New public management; Public administration; Business; Economic policy; Economics; Finance; Economy","score_opus":0.07901378562714233,"score_gpt":0.27618814758778754,"score_spread":0.1971743619606452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385800423","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":[0.00035237207,0.00020485485,0.00037083434,0.0070382617,0.0010191282,0.00040761847,0.000016767546,0.00034628157,0.99024385],"genre_scores_gemma":[0.011668372,0.002582628,0.000998872,0.0024182205,0.0009750625,0.000041187315,0.000107624575,0.00016004304,0.981048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971041,0.0000773325,0.0005323962,0.0005481525,0.0010655897,0.0006724317],"domain_scores_gemma":[0.9987819,0.00029278937,0.0003229644,0.00019027149,0.000255701,0.00015633885],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002123136,0.00030181493,0.00039013274,0.0003251531,0.00058801036,0.002838154,0.00044938736,0.0006419605,0.000063217834],"category_scores_gemma":[0.0015313098,0.00033089708,0.00005824932,0.000117440795,0.00027850948,0.0012824021,0.00028670786,0.00051803014,0.00007507697],"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":[0.0000057695515,0.000001906578,0.0013436645,0.000052981646,0.00002075256,0.000026215605,0.004667682,5.255947e-7,3.620138e-7,0.96524864,0.010071829,0.018559642],"study_design_scores_gemma":[0.00020970337,0.000006946039,0.00074419414,0.00043007513,0.000010031684,9.649607e-7,0.0003755381,0.000006378409,0.000004600382,0.04942867,0.9483568,0.00042611037],"about_ca_topic_score_codex":0.00080588803,"about_ca_topic_score_gemma":0.012369464,"teacher_disagreement_score":0.93828493,"about_ca_system_score_codex":0.00069463276,"about_ca_system_score_gemma":0.0014372091,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W4385802264","doi":"10.4337/9781800883475.00025","title":"Exiting the fragility trap: evidence from Bangladesh","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Diaspora; Homeland; Fragility; Poverty; Scope (computer science); Political science; Development economics; State (computer science); Investment (military); Empirical evidence; Political economy; Economic geography; Geography; Economics; Politics; Law","score_opus":0.0666544631965401,"score_gpt":0.2923115328139846,"score_spread":0.22565706961744447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385802264","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":[0.0007941291,0.00032068507,0.00023502235,0.0074639856,0.0024291116,0.0005483431,0.00019231191,0.0007992431,0.9872172],"genre_scores_gemma":[0.0122309085,0.00023331594,0.0002472858,0.0014185064,0.0033945076,0.00003497898,0.00012921049,0.00011108367,0.9822002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963671,0.00030875424,0.0005730254,0.0007129713,0.0014775236,0.00056064955],"domain_scores_gemma":[0.9961925,0.0019319769,0.0004531142,0.0007715209,0.00039789066,0.00025296552],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036459216,0.00037367942,0.00040175486,0.00014421341,0.0012678974,0.0037161384,0.0016343049,0.0008221573,0.0011058655],"category_scores_gemma":[0.0031934662,0.0003117867,0.0003156332,0.00009114692,0.0005542805,0.00094060163,0.00025665463,0.0016403436,0.00028259255],"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":[0.000016138145,0.0000065105105,0.00012751752,0.000029811456,0.0001305779,0.000029343928,0.05725949,0.0000087641665,0.000010888537,0.7997132,0.09406261,0.04860516],"study_design_scores_gemma":[0.00008934899,0.0000107481055,0.00019930743,0.00047940505,0.00006272803,4.6438993e-7,0.0019517521,0.00013582366,0.000004085915,0.07951702,0.91713864,0.00041065473],"about_ca_topic_score_codex":0.007813727,"about_ca_topic_score_gemma":0.08539476,"teacher_disagreement_score":0.82307607,"about_ca_system_score_codex":0.00029695538,"about_ca_system_score_gemma":0.000792001,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W4385829569","doi":"10.4337/9781035317844.00015","title":"The Achilles heel of border carbon adjustments: unintended effects on developing countries","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Carbon leakage; Developing country; Business; Sustainable development; Leakage (economics); International economics; Climate change; International trade; Development economics; Economic policy; Economics; Economic growth; Political science; Emissions trading; Macroeconomics","score_opus":0.05837020017584233,"score_gpt":0.2505690134308653,"score_spread":0.19219881325502297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385829569","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":[0.0012290962,0.001491711,0.000018063049,0.004435886,0.003465276,0.0005743368,0.000632101,0.00018564006,0.9879679],"genre_scores_gemma":[0.016645906,0.008244162,0.00026992612,0.005243596,0.002617934,0.0002228836,0.000488864,0.0007301366,0.9655366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973658,0.000019493824,0.0011537239,0.000696615,0.0001250807,0.0006393268],"domain_scores_gemma":[0.9969888,0.0007453406,0.0012166372,0.00081783766,0.00011604662,0.00011534564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011673745,0.0005394267,0.0009727337,0.00054939726,0.0003398971,0.0008205423,0.00086470315,0.0006044456,0.000049924398],"category_scores_gemma":[0.00062569045,0.0005224865,0.00029965353,0.00004887168,0.0002619921,0.0002595357,0.00039364913,0.0007415792,0.00029004208],"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":[0.000040520245,0.000005307275,0.000109225715,0.0002338943,0.0003456329,0.0000067148962,0.00067788543,0.0000048047555,3.6731967e-7,0.9887252,0.006841069,0.0030093885],"study_design_scores_gemma":[0.0004840157,0.000084163315,0.00027860666,0.00052800705,0.000029640927,0.0000028244742,0.00007991286,0.00007170708,0.00007899221,0.23411728,0.76364875,0.000596094],"about_ca_topic_score_codex":0.00048306727,"about_ca_topic_score_gemma":0.0006202418,"teacher_disagreement_score":0.7568077,"about_ca_system_score_codex":0.00046953655,"about_ca_system_score_gemma":0.00012659364,"threshold_uncertainty_score":0.99972266},"labels":[],"label_agreement":null},{"id":"W4386061942","doi":"10.4337/9781782547884.00028","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.047313526016094405,"score_gpt":0.25982807799796126,"score_spread":0.21251455198186686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386061942","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":[0.015356805,0.0006178914,0.000020438572,0.00257755,0.0029233855,0.00057230773,0.00032780197,0.00019771986,0.9774061],"genre_scores_gemma":[0.17248775,0.00003890789,0.00021130782,0.0010092465,0.0064913,0.0000912796,0.0014586756,0.000017678483,0.81819385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568254,0.0002984276,0.00046570002,0.0009109216,0.0016066675,0.0010357418],"domain_scores_gemma":[0.9979253,0.00025471082,0.00019552125,0.00028149592,0.0006609755,0.00068204454],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012014005,0.00048248342,0.00054847996,0.00007173138,0.00026676428,0.0035823241,0.0021308681,0.0012279716,0.008489528],"category_scores_gemma":[0.00064184505,0.00019513901,0.00020498042,0.00026851575,0.00016447174,0.00033639045,0.0009942781,0.0017607802,0.010603659],"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":[0.00001918259,0.00002645846,0.000026625503,0.000018545614,0.000033171294,0.0000103748625,0.00007556118,0.000003928171,0.0046192682,0.0000772592,0.9027425,0.09234714],"study_design_scores_gemma":[0.00015693941,0.00015527234,0.00082501565,0.000051153696,0.000011319558,0.000011415189,0.000096160074,0.00001516434,0.0009167933,0.00079356553,0.996453,0.0005142254],"about_ca_topic_score_codex":0.0014416493,"about_ca_topic_score_gemma":0.0007733869,"teacher_disagreement_score":0.15921225,"about_ca_system_score_codex":0.00020382214,"about_ca_system_score_gemma":0.00029942693,"threshold_uncertainty_score":0.9974521},"labels":[],"label_agreement":null},{"id":"W4386061949","doi":"10.4337/9781783476589.00028","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.2072480477108779,"score_gpt":0.406694687975207,"score_spread":0.19944664026432912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386061949","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":[0.0009793333,0.0005159569,0.00006687121,0.0025201812,0.014557777,0.0008076292,0.0000791448,0.00024557454,0.98022753],"genre_scores_gemma":[0.04064377,0.00009839082,0.000099749996,0.0010493669,0.008322108,0.00014620736,0.0002716531,0.000110646775,0.9492581],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99423677,0.00073382753,0.0006349727,0.0008794202,0.0023589968,0.001156013],"domain_scores_gemma":[0.9971433,0.00017282,0.00040514,0.0008646477,0.0006653188,0.00074874744],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0044085565,0.00048134176,0.0006521685,0.00025778046,0.0008094372,0.0048312466,0.0018662774,0.0011552984,0.0038828368],"category_scores_gemma":[0.0016334036,0.00047784564,0.00029642222,0.00020575427,0.00067823124,0.0010307455,0.00043729157,0.0012450397,0.0047680023],"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":[0.000015019612,0.000050701165,0.0004902288,0.00007972039,0.00006896562,0.000003556072,0.0118327495,0.000004900476,0.000001351759,0.0025977995,0.9739976,0.010857399],"study_design_scores_gemma":[0.0003045432,0.000043103675,0.00007581476,0.00012692319,0.000033305114,5.5024435e-7,0.0027869737,0.0000028936174,0.000009587271,0.004247905,0.9918189,0.0005495037],"about_ca_topic_score_codex":0.020503677,"about_ca_topic_score_gemma":0.0077063465,"teacher_disagreement_score":0.039664436,"about_ca_system_score_codex":0.0013289651,"about_ca_system_score_gemma":0.0028542702,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W4386891042","doi":"10.4337/9781783476985.xi.83","title":"DS426: Canada – Renewable Energy/Canada – Feed-in Tariff Program","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Encyclopedia; Reading (process); Renewable energy; Resource (disambiguation); Work (physics); Political science; Tariff; Library science; Operations research; Engineering; Computer science; Law; Mechanical engineering; Electrical engineering","score_opus":0.01393131763127866,"score_gpt":0.22167952604381322,"score_spread":0.20774820841253455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386891042","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":[0.00003058498,0.0007695416,0.0000027153956,0.009882507,0.002190467,0.00031800024,0.0005382033,0.0000952043,0.9861728],"genre_scores_gemma":[0.0052010757,0.00006757539,0.00011030273,0.008566998,0.0020313282,0.000057771555,0.00014587666,0.00010041369,0.98371863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99546504,0.00011449485,0.0005898984,0.0008253905,0.0017608985,0.001244291],"domain_scores_gemma":[0.99762106,0.00023024967,0.0004322941,0.000665886,0.00028278248,0.00076769857],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00062137714,0.0004945451,0.00065763795,0.00016675776,0.0005715568,0.0017159774,0.0012076744,0.00069495407,0.000659015],"category_scores_gemma":[0.0006998108,0.0006052865,0.00016475118,0.00013006353,0.00021380204,0.0004666188,0.00019166456,0.0010179818,0.0000027101212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000004774963,0.000005885693,0.00002308572,0.000024282428,0.00004611369,0.00046849684,0.00034250517,0.0000155141,4.6661424e-7,0.17424896,0.80739415,0.017425742],"study_design_scores_gemma":[0.00018902012,0.000012224428,0.000055986384,0.0002865643,0.000021926879,0.000005390727,0.00014689226,0.0000056955837,0.000013789365,0.0048629087,0.993728,0.0006716057],"about_ca_topic_score_codex":0.9999882,"about_ca_topic_score_gemma":0.9999997,"teacher_disagreement_score":0.18633382,"about_ca_system_score_codex":0.004787469,"about_ca_system_score_gemma":0.056460526,"threshold_uncertainty_score":0.99963987},"labels":[],"label_agreement":null},{"id":"W4386903797","doi":"10.4337/9781783476985.xi.00007","title":"Abbreviations","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental Conservation and Management","field":"Environmental Science","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":"Commission for Environmental Cooperation","keywords":"Encyclopedia; Reading (process); Landmark; Resource (disambiguation); Library science; Field (mathematics); Political science; Engineering ethics; Sociology; Computer science; Engineering; Law; Artificial intelligence","score_opus":0.02020524247032879,"score_gpt":0.20483996875449922,"score_spread":0.18463472628417044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386903797","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":[0.000051949017,0.00010138589,0.0002934413,0.002845918,0.0005175254,0.00032498443,0.000024712976,0.00015972163,0.99568033],"genre_scores_gemma":[0.000958724,0.000049552786,0.0014780969,0.008309585,0.00019814611,0.000030618565,0.00023612916,0.000084881554,0.98865426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978512,0.000031855696,0.00040569488,0.0006528295,0.00074620557,0.00031223154],"domain_scores_gemma":[0.99878454,0.000052464056,0.00024984125,0.00071073533,0.000013949835,0.0001884758],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036336796,0.0003572185,0.000293183,0.000079820406,0.00022465293,0.0007499472,0.0005452699,0.00030360598,0.025715638],"category_scores_gemma":[0.00007161344,0.00038630766,0.00020897163,0.000028720717,0.00017104125,0.000567358,0.0009981771,0.00057860586,0.0027106665],"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":[0.0000034591055,0.000020632617,0.00015524577,0.00002802042,0.000083418796,0.00005384737,0.00016196985,0.000033332282,0.00010175313,0.163139,0.7990253,0.037193995],"study_design_scores_gemma":[0.00015448875,0.0000152121775,0.0004969156,0.000068167035,0.000052388597,0.0000061248093,0.000019576413,0.00001519749,0.000049715527,0.006254278,0.99246496,0.0004029771],"about_ca_topic_score_codex":0.00015073418,"about_ca_topic_score_gemma":0.0005374604,"teacher_disagreement_score":0.19343963,"about_ca_system_score_codex":0.0004746879,"about_ca_system_score_gemma":0.0000321799,"threshold_uncertainty_score":0.99985886},"labels":[],"label_agreement":null},{"id":"W4386952100","doi":"10.4337/9781802208078.00026","title":"Social acceptability and governance for public infrastructure projects","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Corporate governance; Sustainability; Government (linguistics); Project governance; Business; Civil society; Value (mathematics); Public relations; Political science; Environmental planning; Public administration; Politics; Finance; Geography","score_opus":0.03241363280322414,"score_gpt":0.2645503724843381,"score_spread":0.23213673968111398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386952100","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":[0.007075145,0.000027839207,0.000046630175,0.0015896515,0.0007642806,0.0012979893,0.00041030644,0.00027794126,0.9885102],"genre_scores_gemma":[0.16912621,0.0000478039,0.00110368,0.0009954036,0.0013372807,0.00018185498,0.00026311778,0.00028533745,0.8266593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971888,0.000039259357,0.0004136713,0.00085836236,0.0008416906,0.0006582197],"domain_scores_gemma":[0.9988421,0.0001249477,0.0004141777,0.00034354208,0.000019711688,0.00025547884],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060049654,0.0005176402,0.00050991104,0.000049027156,0.0006148198,0.0011952015,0.0006444269,0.00076874986,0.0010400704],"category_scores_gemma":[0.00024207549,0.0005063003,0.00023817265,0.000041563715,0.0005892633,0.0012447188,0.0011117738,0.00081803824,0.00009549149],"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":[0.00008221245,0.000064875254,0.016656047,0.00031295847,0.00033790636,0.000022214708,0.0047857035,0.0000048047173,0.000211823,0.10945458,0.40954807,0.4585188],"study_design_scores_gemma":[0.00065967697,0.000102192476,0.083620526,0.00003787599,0.000074244366,0.0000049893406,0.00014322872,0.000022260809,0.000028138345,0.101880245,0.81254095,0.0008856518],"about_ca_topic_score_codex":0.00014626137,"about_ca_topic_score_gemma":0.00037794368,"teacher_disagreement_score":0.45763314,"about_ca_system_score_codex":0.00085354125,"about_ca_system_score_gemma":0.000088019704,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W4387128885","doi":"10.4337/9781800886872.00009","title":"International political economy","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Development and Aid","field":"Social Sciences","cited_by":1,"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":"Scholarship; Political science; Global governance; Corporate governance; International political economy; Order (exchange); Ideology; International relations; Politics; Political economy; Field (mathematics); Sociology; Economics; Law; Management","score_opus":0.04070813688945211,"score_gpt":0.2847948874816984,"score_spread":0.2440867505922463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387128885","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":[0.000002302067,0.000006641628,0.0000228107,0.02204517,0.0055084582,0.0001766232,0.000047684254,0.00039433115,0.971796],"genre_scores_gemma":[0.0036013934,0.000009995521,0.000227006,0.0019457686,0.005515943,0.000018504676,0.0002204937,0.00007725793,0.98838365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774086,0.00003204468,0.00039528013,0.0004393538,0.0008526925,0.0005397782],"domain_scores_gemma":[0.99870515,0.00023421763,0.00018506325,0.00018634272,0.0004229722,0.00026627045],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009412939,0.00025312914,0.0002475701,0.00040487677,0.00035021864,0.002324875,0.0011399327,0.000515454,0.0019644531],"category_scores_gemma":[0.00045188065,0.00028182575,0.00021121216,0.000019412744,0.00025671764,0.0007760141,0.00030301156,0.00068382727,0.0015235771],"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":[0.000004027013,0.00000286099,0.000016154634,0.000005200609,0.00009726277,0.000023862454,0.0006204953,8.163232e-8,3.2466417e-7,0.8609316,0.13485752,0.0034406427],"study_design_scores_gemma":[0.000078303696,0.0000040284563,0.000013249638,0.00006343466,0.000008246699,0.0000011165051,0.00008460006,0.0000025149884,0.000002862032,0.36638615,0.63314974,0.00020573442],"about_ca_topic_score_codex":0.00030019766,"about_ca_topic_score_gemma":0.00031842347,"teacher_disagreement_score":0.49829224,"about_ca_system_score_codex":0.00072473474,"about_ca_system_score_gemma":0.000736973,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W4387149697","doi":"10.4337/9781783470440.00030","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Dispute Resolution and Class Actions","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":"Index (typography); Computer science; World Wide Web","score_opus":0.01889551837754434,"score_gpt":0.23374648217229702,"score_spread":0.2148509637947527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387149697","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":[0.00005059559,0.0001867151,0.0018266293,0.0033884065,0.01273605,0.00030468317,0.000056970643,0.00039340983,0.9810565],"genre_scores_gemma":[0.02498178,0.000027568745,0.000038274266,0.0065354756,0.021054447,0.00010876386,0.00042803388,0.00018087447,0.9466448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725616,0.000022626124,0.00051118585,0.0007019398,0.0007388041,0.0007692607],"domain_scores_gemma":[0.9981634,0.00006335393,0.00058781815,0.0007108981,0.00041910226,0.000055445693],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047996626,0.00051797886,0.0004997985,0.0008368058,0.0004444188,0.007741828,0.001099594,0.0007138726,0.010869201],"category_scores_gemma":[0.0002888465,0.00042832876,0.00033844917,0.00024131483,0.00012228856,0.0035151432,0.0006278747,0.00091732515,0.045347296],"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":[0.000012896357,0.000026694695,0.000033773573,0.00016673487,0.00007913962,0.000005636217,0.000010232297,0.0000030047916,0.000016756283,0.033465814,0.9364828,0.029696524],"study_design_scores_gemma":[0.00045868967,0.0000036250244,0.000131699,0.00028004884,0.0000529987,0.0000032935602,0.00004320163,0.00007219053,0.0000065711865,0.0012406334,0.9971203,0.0005867198],"about_ca_topic_score_codex":0.0006862233,"about_ca_topic_score_gemma":0.00018737411,"teacher_disagreement_score":0.060637534,"about_ca_system_score_codex":0.00018191617,"about_ca_system_score_gemma":0.00022305011,"threshold_uncertainty_score":0.99981683},"labels":[],"label_agreement":null},{"id":"W4387204954","doi":"10.4337/9781849802390.00017","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03756577786241006,"score_gpt":0.21635927567583388,"score_spread":0.17879349781342382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387204954","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":[0.00007998038,0.0031193984,0.0002839273,0.0004979903,0.024283942,0.00028061675,0.0014342737,0.00011124279,0.96990865],"genre_scores_gemma":[0.0040520113,0.00017702041,0.00021277572,0.0014784184,0.0019407037,0.00003390667,0.000227609,0.000076071956,0.9918015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966317,0.000022232727,0.0010828368,0.0013057351,0.00010872685,0.00084880483],"domain_scores_gemma":[0.9977873,0.000058393718,0.000927239,0.0009163502,0.00008549536,0.00022522421],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012589281,0.0005198532,0.0011824351,0.00076720846,0.0003328269,0.0033739218,0.0013074275,0.00070413516,0.031916868],"category_scores_gemma":[0.00026843033,0.0006210988,0.00041888442,0.00015494079,0.00017024948,0.000956332,0.0004167598,0.00095355563,0.2251084],"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":[0.000007911416,0.000023987128,0.000072255476,0.000036256195,0.00015498341,0.0000048269326,0.00048757324,0.00002354883,2.4391295e-7,0.02108109,0.9750287,0.0030786507],"study_design_scores_gemma":[0.000416767,0.00002650366,0.00014318075,0.000060357743,0.0000104634655,0.0000033532053,0.00012291159,0.000066580964,0.0000054943184,0.006385504,0.9920698,0.0006890999],"about_ca_topic_score_codex":0.0005459344,"about_ca_topic_score_gemma":0.000027892263,"teacher_disagreement_score":0.19319153,"about_ca_system_score_codex":0.0003516827,"about_ca_system_score_gemma":0.00011833732,"threshold_uncertainty_score":0.999624},"labels":[],"label_agreement":null},{"id":"W4387205226","doi":"10.4337/9780857938046.00031","title":"Index","year":2012,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.04800342846439336,"score_gpt":0.21893772603280479,"score_spread":0.17093429756841144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387205226","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":[0.000105133615,0.0054721585,0.00028169734,0.00024265204,0.045694716,0.00026536046,0.0018960393,0.0000937501,0.9459485],"genre_scores_gemma":[0.010089206,0.00013680322,0.00017209511,0.0007354907,0.0031518247,0.00006161886,0.0002410266,0.00010298295,0.98530895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677175,0.000024298894,0.0010197419,0.0010540574,0.00010464235,0.0010255041],"domain_scores_gemma":[0.9977141,0.00007250128,0.0009438786,0.0009026865,0.00007702538,0.00028982872],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015908822,0.00050594547,0.0011064721,0.00068290834,0.0003294814,0.002566058,0.0011894831,0.00071139605,0.06580686],"category_scores_gemma":[0.00024459723,0.0005945291,0.00039462055,0.0001335594,0.00020290403,0.0013047989,0.0006802831,0.0009287462,0.36010942],"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":[0.0000062727104,0.000025734911,0.00039047212,0.00006136772,0.00021714234,0.000001652749,0.00082469237,0.0000079521005,2.7032996e-7,0.02373294,0.97340363,0.0013278472],"study_design_scores_gemma":[0.00034855978,0.000011558478,0.00017190755,0.000045193196,0.000014263106,0.0000032566527,0.00017338477,0.000030408444,0.0000060307034,0.0018926105,0.99662286,0.00067996356],"about_ca_topic_score_codex":0.0007158122,"about_ca_topic_score_gemma":0.000022851276,"teacher_disagreement_score":0.29430258,"about_ca_system_score_codex":0.00035038107,"about_ca_system_score_gemma":0.000093995266,"threshold_uncertainty_score":0.9996506},"labels":[],"label_agreement":null},{"id":"W4387205229","doi":"10.4337/9780857939524.00004","title":"Contributors","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Department for International Development; University of Calcutta; University of Delhi; Österreichischen Akademie der Wissenschaften; International Development Research Centre","keywords":"Psychology","score_opus":0.027677801787844087,"score_gpt":0.233904723513204,"score_spread":0.2062269217253599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387205229","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":[0.000037981274,0.0022057153,0.00005468639,0.00026296804,0.00411332,0.00095163594,0.0011761198,0.0022471605,0.98895043],"genre_scores_gemma":[0.008333164,0.000014963191,0.00043230015,0.0007915359,0.0068401815,0.000063100604,0.0010363201,0.0014465407,0.9810419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99344736,0.00012111327,0.001196477,0.0012702232,0.0020951813,0.0018696197],"domain_scores_gemma":[0.99438107,0.0003896908,0.0012654822,0.0020476133,0.0008455055,0.0010706319],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0028255212,0.0014456616,0.001477501,0.0010211392,0.00039867553,0.0038291747,0.002017655,0.0022862905,0.0034719696],"category_scores_gemma":[0.0010805344,0.001488101,0.0008192734,0.000050557708,0.00042476988,0.0023305225,0.0009244345,0.0036161612,0.023834545],"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":[0.000055004184,0.000019735486,0.00004521678,0.000064221254,0.00047212164,0.00006840678,0.00039343387,6.334826e-7,0.00010831597,0.43602207,0.5364234,0.02632744],"study_design_scores_gemma":[0.00079425774,0.000046027013,0.00004783903,0.0003609369,0.00035562043,0.00006920109,0.0000132609175,0.0000034617394,0.00018614593,0.02544168,0.97112685,0.001554724],"about_ca_topic_score_codex":0.00014129607,"about_ca_topic_score_gemma":0.00013415943,"teacher_disagreement_score":0.43470344,"about_ca_system_score_codex":0.0011873955,"about_ca_system_score_gemma":0.00063016685,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W4387210988","doi":"10.4337/9780857938855.00038","title":"Index","year":2014,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Business Strategies and Innovation","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.02057841862751821,"score_gpt":0.2223596058756195,"score_spread":0.2017811872481013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387210988","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":[0.000618348,0.00011963478,0.0024510005,0.0020054928,0.013825282,0.00035834184,0.000013294243,0.00033069862,0.9802779],"genre_scores_gemma":[0.25578424,0.000018580255,0.000225803,0.024370104,0.07617362,0.00017922066,0.0038709855,0.00050544273,0.63887197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970196,0.000019111552,0.00071522314,0.00076340546,0.0007507277,0.0007319303],"domain_scores_gemma":[0.9972415,0.000044524455,0.0009752777,0.0007617952,0.0009518737,0.000025055588],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084245135,0.0006301937,0.00066177716,0.00092675444,0.0003946409,0.013628068,0.0012067251,0.000906158,0.0032177793],"category_scores_gemma":[0.00032541083,0.0005990107,0.00020373083,0.00052350725,0.00010706691,0.00459971,0.00059268874,0.0012584479,0.00992854],"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":[0.000018004348,0.000016269521,0.00008633546,0.0005698199,0.000046811212,0.0000033990025,0.000013911174,0.000044524604,0.00001797265,0.033301838,0.9474879,0.018393224],"study_design_scores_gemma":[0.00041102187,0.000006052634,0.00044421921,0.0002724053,0.000043484844,0.0000025748532,0.00004718509,0.00070667313,0.000008412664,0.0032094982,0.9941276,0.00072087214],"about_ca_topic_score_codex":0.0023810018,"about_ca_topic_score_gemma":0.00020699923,"teacher_disagreement_score":0.34140593,"about_ca_system_score_codex":0.00009348497,"about_ca_system_score_gemma":0.00018752889,"threshold_uncertainty_score":0.9996461},"labels":[],"label_agreement":null},{"id":"W4387212075","doi":"10.4337/9781781003626.00017","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Family Business Performance and Succession","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.01827504597366631,"score_gpt":0.22113140725077346,"score_spread":0.20285636127710716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387212075","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":[0.0069946987,0.00042227271,0.00021031866,0.0010158869,0.015916653,0.0005573227,0.000013078516,0.0003762049,0.97449356],"genre_scores_gemma":[0.12919046,0.00006693115,0.00012333796,0.017505832,0.03380471,0.00029558263,0.0018258358,0.00039124954,0.81679606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964134,0.000018177647,0.0007195283,0.000861151,0.0010300009,0.0009577215],"domain_scores_gemma":[0.99752384,0.000048076545,0.000758429,0.00090008136,0.00072168675,0.000047869198],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005722356,0.0007667097,0.0007707095,0.001171352,0.0005281754,0.013172223,0.0016938974,0.001090609,0.008081021],"category_scores_gemma":[0.0002143427,0.00066076964,0.00026904716,0.0004373507,0.0001233401,0.009850542,0.0010708958,0.0016164979,0.054341335],"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":[0.000018992754,0.000025983802,0.0005313988,0.0006579651,0.000043947424,0.000008522744,0.00003299591,0.00003335386,0.000028270093,0.00065466145,0.96773756,0.030226337],"study_design_scores_gemma":[0.0004909613,0.000005250163,0.0013154726,0.0005867288,0.000046050118,0.000002477231,0.00007783671,0.0011408743,0.000016672608,0.00060400215,0.9948431,0.0008705581],"about_ca_topic_score_codex":0.004252602,"about_ca_topic_score_gemma":0.000114769355,"teacher_disagreement_score":0.1576975,"about_ca_system_score_codex":0.00011257546,"about_ca_system_score_gemma":0.0002152187,"threshold_uncertainty_score":0.9995844},"labels":[],"label_agreement":null},{"id":"W4387212681","doi":"10.4337/9781781954317.00021","title":"Index","year":2003,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.04031248217848946,"score_gpt":0.21398120954046698,"score_spread":0.17366872736197753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387212681","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":[0.00008062933,0.0031617186,0.00037090658,0.00023269285,0.038772635,0.0002835727,0.0016673442,0.00006055045,0.95536995],"genre_scores_gemma":[0.0012239513,0.00016748108,0.00029791164,0.001213629,0.0010870585,0.000059458835,0.00017437294,0.00010170936,0.99567443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966053,0.000031278934,0.0010751453,0.0013270557,0.00009986555,0.000861399],"domain_scores_gemma":[0.9977724,0.00006300861,0.00092022197,0.0009309008,0.00008625568,0.00022721865],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013719142,0.00052196224,0.001153799,0.0007045581,0.00034821965,0.0031079128,0.0011086584,0.0007061498,0.08247586],"category_scores_gemma":[0.0002990687,0.0006272182,0.00040731858,0.00016132866,0.00020778594,0.00086747744,0.00039054718,0.0009127089,0.31293654],"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":[0.000005129721,0.000020785907,0.00016990551,0.00005330347,0.00020669909,0.0000029460618,0.0004332331,0.00001825538,2.0221138e-7,0.031626176,0.9670113,0.00045207792],"study_design_scores_gemma":[0.00043516056,0.000016106207,0.000037810678,0.000046424182,0.00001083013,0.0000040346727,0.00017507703,0.000035849636,0.0000073397646,0.0031736742,0.9953573,0.0007003967],"about_ca_topic_score_codex":0.0004886775,"about_ca_topic_score_gemma":0.000023670375,"teacher_disagreement_score":0.23046069,"about_ca_system_score_codex":0.00036024733,"about_ca_system_score_gemma":0.00013363104,"threshold_uncertainty_score":0.99961793},"labels":[],"label_agreement":null},{"id":"W4387212956","doi":"10.4337/9781845425579.00008","title":"Acknowledgements","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Business and FDI","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":"Industry Canada; Strong","keywords":"Computer science","score_opus":0.02365623434687527,"score_gpt":0.22212898834166833,"score_spread":0.19847275399479306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387212956","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":[0.000046541543,0.00015735049,0.00010897081,0.0010817986,0.0051894183,0.0003054116,0.000018189834,0.00038671843,0.9927056],"genre_scores_gemma":[0.0023842282,0.000007632431,0.00017996524,0.0056457715,0.029357685,0.000023808256,0.00036665698,0.00019971559,0.96183455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974629,0.0000032899804,0.00056296523,0.00064155617,0.00086530513,0.0004639459],"domain_scores_gemma":[0.99728143,0.000035226345,0.00058761716,0.0005139984,0.0015511194,0.000030593466],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004675745,0.00056389096,0.00045628165,0.00074908603,0.0002590298,0.0046344297,0.0010719121,0.00049327646,0.016170355],"category_scores_gemma":[0.00033153337,0.000556633,0.0002952426,0.000044945526,0.000088649285,0.0030080099,0.0007593758,0.0007689038,0.019127108],"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":[0.000015910618,0.000014683368,0.000033954715,0.000104571685,0.00010493356,0.00002053341,0.000015199421,0.000003232077,0.0000037624027,0.4128514,0.532718,0.05411383],"study_design_scores_gemma":[0.00036415108,0.0000036904498,0.00012022453,0.00028764197,0.000092602284,0.000002227541,0.0000049387777,0.00012334548,0.000003456194,0.04174675,0.95665944,0.00059155695],"about_ca_topic_score_codex":0.00005059839,"about_ca_topic_score_gemma":0.0001940892,"teacher_disagreement_score":0.42394143,"about_ca_system_score_codex":0.00017038015,"about_ca_system_score_gemma":0.000088640816,"threshold_uncertainty_score":0.9996885},"labels":[],"label_agreement":null},{"id":"W4387213045","doi":"10.4337/9781847204196.00030","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Organizational Learning and Leadership","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":"Index (typography); Computer science; World Wide Web","score_opus":0.025555707070394274,"score_gpt":0.23322564686704342,"score_spread":0.20766993979664913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213045","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":[0.00035068303,0.000279096,0.0011844953,0.0022024796,0.00844939,0.000256887,0.00001122483,0.00045141077,0.9868143],"genre_scores_gemma":[0.12181037,0.0000036125864,0.0001560973,0.014831366,0.040684666,0.000017141787,0.0014979619,0.0003311786,0.8206676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688417,0.000030491203,0.0005417578,0.00073515996,0.0010044159,0.000804002],"domain_scores_gemma":[0.99805385,0.0001373472,0.00062635436,0.0005360083,0.000598699,0.00004776221],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013120774,0.00055016094,0.00050406565,0.0011587584,0.00042863569,0.007497939,0.0011172155,0.0009633153,0.0063088024],"category_scores_gemma":[0.0010927448,0.00055806356,0.00020002264,0.00050941797,0.000112697424,0.0021758738,0.0004021676,0.0020565563,0.03186787],"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":[0.00002044805,0.000022018656,0.0005870004,0.00033881748,0.00006612828,0.000016155487,0.000092179645,0.00006939511,0.0000072268026,0.0053125857,0.9869828,0.0064852126],"study_design_scores_gemma":[0.000335931,0.000005207488,0.00060304365,0.00022215137,0.000050132065,0.000004359574,0.00017975603,0.00009295177,0.000013335073,0.0004658322,0.99736553,0.0006617665],"about_ca_topic_score_codex":0.0008842217,"about_ca_topic_score_gemma":0.00009358484,"teacher_disagreement_score":0.16614673,"about_ca_system_score_codex":0.00013089216,"about_ca_system_score_gemma":0.00022338842,"threshold_uncertainty_score":0.9996871},"labels":[],"label_agreement":null},{"id":"W4387213056","doi":"10.4337/9781845425579.00031","title":"Subject index","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Subject (documents); Computer science; Library science; World Wide Web","score_opus":0.041129337994181524,"score_gpt":0.19791178506002852,"score_spread":0.15678244706584699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213056","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":[0.000029740013,0.0017402525,0.000083850595,0.0003807694,0.0061073327,0.00026728766,0.0008465963,0.00020904907,0.9903351],"genre_scores_gemma":[0.0034015486,0.00012471585,0.00021824596,0.00078711956,0.0017137218,0.000017570024,0.00006757692,0.00012418821,0.9935453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699444,0.000006409413,0.0010547224,0.0011910974,0.00012014354,0.00063318515],"domain_scores_gemma":[0.9978823,0.00007035273,0.0008659709,0.0008889824,0.00008215858,0.00021025547],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012352092,0.0005294745,0.0010141521,0.0007131208,0.00027852613,0.0018625912,0.0009745561,0.00063841464,0.017951455],"category_scores_gemma":[0.0001798487,0.00064637174,0.00047090958,0.00003263462,0.0002396669,0.0008862533,0.0005112067,0.0008466204,0.031413674],"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":[0.0000069758867,0.0000067189458,0.00012646923,0.00001762885,0.00017801477,0.0000074844847,0.00033224456,0.000005074376,9.903127e-8,0.5061435,0.4886211,0.0045546973],"study_design_scores_gemma":[0.00035801454,0.000017642104,0.00007820312,0.00005292116,0.00001701148,0.000005258712,0.000041858097,0.00005021666,0.0000019924505,0.06222232,0.9364891,0.00066546735],"about_ca_topic_score_codex":0.00017646122,"about_ca_topic_score_gemma":0.00009756405,"teacher_disagreement_score":0.44786802,"about_ca_system_score_codex":0.0004131564,"about_ca_system_score_gemma":0.00008772237,"threshold_uncertainty_score":0.99959874},"labels":[],"label_agreement":null},{"id":"W4387213120","doi":"10.4337/9781845420635.00028","title":"Index","year":2004,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.02779054833679098,"score_gpt":0.28687878792182625,"score_spread":0.2590882395850353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213120","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":[0.0009879002,0.00059278024,0.0005022221,0.0015666089,0.0073982966,0.0004948229,0.00004321923,0.00021519164,0.98819894],"genre_scores_gemma":[0.054330535,0.00018884511,0.00017359236,0.0014583104,0.009495169,0.00008079361,0.00025410895,0.000086215434,0.9339324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967423,0.00030973332,0.0005557866,0.0006985447,0.00080329954,0.0008903574],"domain_scores_gemma":[0.99811834,0.00015967626,0.0004353023,0.0005495608,0.00033416259,0.00040296058],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019144139,0.0003904441,0.00053227897,0.0003525792,0.0011407533,0.004416282,0.001404079,0.0013046922,0.0067502786],"category_scores_gemma":[0.0006872575,0.00042433286,0.0002773739,0.0001804994,0.0003684352,0.0015308963,0.00018254867,0.0013266919,0.0054859347],"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":[0.0000056556455,0.000020014028,0.00010144227,0.000050965726,0.00005411197,0.000003438903,0.029276162,0.000035885074,9.999418e-7,0.00769054,0.95828384,0.0044769254],"study_design_scores_gemma":[0.00024937413,0.000016765372,0.00011871505,0.0001258944,0.000020591633,0.0000011487884,0.0018642509,0.0000032103276,0.000018694614,0.00485662,0.9922255,0.00049923174],"about_ca_topic_score_codex":0.03710259,"about_ca_topic_score_gemma":0.053117547,"teacher_disagreement_score":0.054266527,"about_ca_system_score_codex":0.00078322255,"about_ca_system_score_gemma":0.0033040515,"threshold_uncertainty_score":0.99999183},"labels":[],"label_agreement":null},{"id":"W4387213286","doi":"10.4337/9781781003190.00005","title":"Acknowledgements","year":2013,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","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","score_opus":0.04480308671965567,"score_gpt":0.28549286704958793,"score_spread":0.24068978032993227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213286","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":[0.0000918346,0.0005552309,0.000014729928,0.0010471494,0.003217133,0.0005067651,0.000024732522,0.00033826666,0.99420416],"genre_scores_gemma":[0.0021359655,0.00009242006,0.00016393613,0.0010587836,0.003873091,0.000027774178,0.000029201366,0.00008284259,0.992536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973013,0.00007581188,0.00041483308,0.0005004988,0.0009887953,0.0007187883],"domain_scores_gemma":[0.997882,0.0001722574,0.0002984939,0.00048502657,0.0007769846,0.0003852097],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000873651,0.00041607805,0.00047988057,0.00023445966,0.0009251757,0.0029156778,0.00085771165,0.0006237117,0.017227806],"category_scores_gemma":[0.0011318102,0.00040456557,0.00026384337,0.00002816918,0.0004442476,0.0011537842,0.00039590147,0.00071372197,0.014900211],"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":[0.0000036225813,0.000008147229,0.00004307099,0.000024055063,0.00013489959,0.0000064660953,0.011658338,4.6999716e-8,7.098127e-7,0.11038471,0.80745345,0.07028248],"study_design_scores_gemma":[0.00017568069,0.000027157846,0.000071716466,0.00016346363,0.000053338605,3.8983555e-7,0.0007259525,2.6447816e-7,0.0000028399281,0.04484485,0.95350885,0.00042546785],"about_ca_topic_score_codex":0.00032679716,"about_ca_topic_score_gemma":0.0028223104,"teacher_disagreement_score":0.14605543,"about_ca_system_score_codex":0.00020674187,"about_ca_system_score_gemma":0.0004685176,"threshold_uncertainty_score":0.9998406},"labels":[],"label_agreement":null},{"id":"W4387213354","doi":"10.4337/9781849806534.00023","title":"Index","year":2010,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03432552330921383,"score_gpt":0.2143514465009106,"score_spread":0.18002592319169675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213354","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":[0.00022258906,0.0013713472,0.00022651652,0.00037187667,0.053009696,0.00027562192,0.0020963175,0.000101439364,0.9423246],"genre_scores_gemma":[0.00471193,0.000095419215,0.0002817185,0.0008357893,0.002500774,0.00006058025,0.00023423311,0.00010402588,0.99117553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966981,0.0000178649,0.0010366857,0.0013134674,0.000105615334,0.0008282942],"domain_scores_gemma":[0.99756795,0.000077786295,0.0009575842,0.0010534013,0.00009890916,0.00024439336],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014220014,0.0005103487,0.0011122804,0.00073813397,0.0003726929,0.0035859677,0.0014588111,0.001051277,0.06275314],"category_scores_gemma":[0.00039262773,0.0006019459,0.00040420608,0.0001326331,0.0002713371,0.0009336352,0.00068156346,0.0017712264,0.26779783],"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":[0.0000064059564,0.000019929774,0.00014910135,0.00004742568,0.00016258766,0.0000035041564,0.000523334,0.0000068984464,0.0000012776916,0.020941088,0.976771,0.0013674361],"study_design_scores_gemma":[0.00038954546,0.000014326258,0.0000908979,0.00003856858,0.000009988948,0.000003771506,0.000121460725,0.000058363985,0.000013438416,0.004010434,0.9945693,0.00067990413],"about_ca_topic_score_codex":0.0009386846,"about_ca_topic_score_gemma":0.000100638834,"teacher_disagreement_score":0.20504469,"about_ca_system_score_codex":0.00020802119,"about_ca_system_score_gemma":0.00013737757,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W4387213652","doi":"10.4337/9781847208828.00037","title":"Index","year":2007,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03290363310960098,"score_gpt":0.30257256265310967,"score_spread":0.2696689295435087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387213652","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":[0.0010547758,0.000582733,0.00092639285,0.0008229142,0.008347513,0.00046181044,0.00003399054,0.00020557387,0.9875643],"genre_scores_gemma":[0.027379055,0.00015805624,0.00018999689,0.00177394,0.011657236,0.000043086675,0.00022467843,0.000080899306,0.95849305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964355,0.00032173257,0.0006238283,0.0006868287,0.00090692425,0.0010251916],"domain_scores_gemma":[0.9978339,0.00029939876,0.00046417676,0.0005507746,0.00040243714,0.0004493259],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037801545,0.0003861124,0.00052707817,0.0004923849,0.0011117305,0.0038786149,0.0013908093,0.0015001373,0.0075375675],"category_scores_gemma":[0.00082566764,0.00042076953,0.00026998168,0.0002158707,0.00037492043,0.0013861272,0.00018534606,0.0014579825,0.005173517],"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":[0.000007727832,0.00001612467,0.00021040406,0.00003663362,0.000048618556,0.000003825424,0.021544592,0.0000055893756,9.834911e-7,0.0040358943,0.96328574,0.0108038355],"study_design_scores_gemma":[0.00017401588,0.000014757423,0.00018844863,0.00007554111,0.00001882051,0.000001078094,0.0023345493,0.0000055682817,0.000021793496,0.0013599352,0.9953145,0.00049103244],"about_ca_topic_score_codex":0.024380965,"about_ca_topic_score_gemma":0.057094928,"teacher_disagreement_score":0.03271396,"about_ca_system_score_codex":0.00049102743,"about_ca_system_score_gemma":0.0016357074,"threshold_uncertainty_score":0.9998244},"labels":[],"label_agreement":null},{"id":"W4387214020","doi":"10.4337/9781847203137.00006","title":"Acknowledgements","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Asian Industrial and Economic Development","field":"Social Sciences","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":"Chinese University of Hong Kong","keywords":"Computer science","score_opus":0.040705771013291654,"score_gpt":0.2536044124653408,"score_spread":0.21289864145204918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387214020","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":[0.000016288011,0.00007416259,0.000028514813,0.000987844,0.006948867,0.0004296774,0.000033679346,0.00027495038,0.991206],"genre_scores_gemma":[0.0003229348,0.000012881544,0.00024576372,0.00033619467,0.0072152894,0.00002051286,0.00009671137,0.00007861344,0.9916711],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975846,0.0000494736,0.0005732245,0.0005705774,0.0005822608,0.00063988415],"domain_scores_gemma":[0.9985847,0.0000782522,0.00038531332,0.0003543691,0.00031355015,0.0002838191],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013571867,0.0003689029,0.000449032,0.00025325248,0.0007191695,0.0019817892,0.0009347715,0.0009799561,0.010561044],"category_scores_gemma":[0.00037435273,0.00040628848,0.00021690213,0.000023070252,0.0002890377,0.00060868275,0.0002783692,0.0008227884,0.0060608285],"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":[0.000004809728,0.0000057414954,0.000025078614,0.000007944567,0.00006739775,0.000009779892,0.001246789,4.7790667e-7,1.3651719e-7,0.06955507,0.8555876,0.07348916],"study_design_scores_gemma":[0.0002316209,0.000009962668,0.000022944922,0.00012213823,0.000029119832,4.4232232e-7,0.00014113281,5.274442e-7,0.000003107393,0.02796231,0.9710195,0.00045716346],"about_ca_topic_score_codex":0.00040770654,"about_ca_topic_score_gemma":0.0023889525,"teacher_disagreement_score":0.11543191,"about_ca_system_score_codex":0.00086318457,"about_ca_system_score_gemma":0.0011976386,"threshold_uncertainty_score":0.9998389},"labels":[],"label_agreement":null},{"id":"W4387214483","doi":"10.4337/9781845421557.00006","title":"Contributors","year":2004,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology","score_opus":0.022997701665408758,"score_gpt":0.2209118031398782,"score_spread":0.19791410147446944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387214483","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":[0.00011697146,0.00013040389,0.0005718768,0.000099608485,0.0043829903,0.00029950787,0.000059846967,0.0015697572,0.99276906],"genre_scores_gemma":[0.014749527,0.000035376244,0.00024195343,0.00036743178,0.0045206114,0.000029144712,0.00039853077,0.00030805988,0.9793494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981412,0.000016162041,0.00046946804,0.00035774976,0.00063162035,0.00038378246],"domain_scores_gemma":[0.99899375,0.00004003592,0.00011567023,0.0004692909,0.00017182033,0.00020944761],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046403773,0.0004577589,0.00041680236,0.00032099365,0.00013351212,0.000995255,0.00038867307,0.000774912,0.023146827],"category_scores_gemma":[0.000084054096,0.0005086594,0.0002272754,0.000015353335,0.000075329335,0.0004979161,0.0000614452,0.0010848287,0.00802592],"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":[0.0000071855716,0.0000061020005,0.000002967115,0.00018333754,0.00022355885,0.000028928376,0.00093557814,0.002179433,0.00018953449,0.05569945,0.90702575,0.03351815],"study_design_scores_gemma":[0.00044053726,0.000021112028,0.000049514052,0.00023339927,0.000056643992,0.00000659135,0.000010657498,0.00022601124,0.000047489375,0.024309348,0.9740251,0.00057364325],"about_ca_topic_score_codex":0.000002220298,"about_ca_topic_score_gemma":0.000038902937,"teacher_disagreement_score":0.06699928,"about_ca_system_score_codex":0.0007802134,"about_ca_system_score_gemma":0.00015507487,"threshold_uncertainty_score":0.9997365},"labels":[],"label_agreement":null},{"id":"W4387214652","doi":"10.4337/9781845426750.00013","title":"Bibliography","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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; University of Sussex; Johns Hopkins University; European Commission; University of Oxford; U.S. Department of Justice; National Science Foundation","keywords":"Bibliography; Mathematics; Computer science; Library science","score_opus":0.02634815989275279,"score_gpt":0.23813389526707276,"score_spread":0.21178573537431997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387214652","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":[0.000018409026,0.0015118965,0.00004228808,0.00048114843,0.002088224,0.0008450862,0.00074518373,0.0030470174,0.9912208],"genre_scores_gemma":[0.000812267,0.00040640825,0.0022514123,0.0016353392,0.0072505334,0.00007185074,0.0006897182,0.0017965148,0.98508596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99264634,0.00009344378,0.0013113158,0.0018556317,0.0025846385,0.0015086236],"domain_scores_gemma":[0.9944306,0.00025626027,0.0011663961,0.0024847,0.0008127906,0.00084926194],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019363848,0.0016099834,0.0013519402,0.052056305,0.0004167678,0.0071769166,0.0027169671,0.0021755125,0.0035047506],"category_scores_gemma":[0.00024361673,0.001707184,0.0014297912,0.0017810183,0.0005347597,0.002649817,0.0008817711,0.0039224573,0.0146691995],"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":[0.00004315546,0.000020196765,0.000036332134,0.00005405057,0.00047128156,0.000090143236,0.00011784084,0.000003166218,0.000060841427,0.115533784,0.86468714,0.01888208],"study_design_scores_gemma":[0.00066916423,0.00006789136,0.000065113076,0.00046752978,0.00026929536,0.00006811029,0.000009761601,0.000008403195,0.00007768577,0.0350593,0.9615157,0.001722033],"about_ca_topic_score_codex":0.0001673717,"about_ca_topic_score_gemma":0.0003312811,"teacher_disagreement_score":0.09682859,"about_ca_system_score_codex":0.00021617067,"about_ca_system_score_gemma":0.00033196146,"threshold_uncertainty_score":0.9996648},"labels":[],"label_agreement":null},{"id":"W4387214754","doi":"10.4337/9781782545583.00016","title":"Index","year":2013,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Global Trade and Competitiveness","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.019875879266845444,"score_gpt":0.21668730044880008,"score_spread":0.19681142118195463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387214754","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":[0.0013795304,0.0003469605,0.00024497678,0.0010758826,0.010339433,0.0004991965,0.000026735845,0.0003225218,0.98576474],"genre_scores_gemma":[0.14062706,0.000019373985,0.000099138495,0.013704247,0.027338289,0.00026307045,0.0010974396,0.00028910703,0.8165623],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969545,0.000029653887,0.0005317893,0.00082090043,0.0008019832,0.0008611774],"domain_scores_gemma":[0.99809194,0.000057893492,0.00054872286,0.0007207155,0.00052948506,0.000051224597],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004037362,0.000663831,0.0006771843,0.00059575465,0.0003145601,0.01228571,0.00166859,0.00075023226,0.007833254],"category_scores_gemma":[0.00017490161,0.000633648,0.00030534712,0.0002892113,0.000108167515,0.0039036106,0.00084856234,0.0012413965,0.04742981],"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":[0.000012557841,0.000031302025,0.00039246373,0.0003772258,0.00008818844,0.000015903344,0.000020516984,0.000015016021,0.000012012657,0.018732011,0.9733356,0.0069671497],"study_design_scores_gemma":[0.00039759965,0.00000596776,0.0011681926,0.00035248222,0.00005426105,0.000004102153,0.000081378355,0.00009525813,0.000014572867,0.002851095,0.9942157,0.000759352],"about_ca_topic_score_codex":0.0040394873,"about_ca_topic_score_gemma":0.00012229475,"teacher_disagreement_score":0.16920248,"about_ca_system_score_codex":0.0001072148,"about_ca_system_score_gemma":0.00016853509,"threshold_uncertainty_score":0.9996115},"labels":[],"label_agreement":null},{"id":"W4387215205","doi":"10.4337/9781848440241.00004","title":"Acknowledgements","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"Vrije Universiteit Brussel; Transport Canada","keywords":"Computer science","score_opus":0.03886161809248592,"score_gpt":0.23723195144808842,"score_spread":0.1983703333556025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387215205","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":[0.000103428436,0.0001936471,0.00023553324,0.000026056317,0.0068626227,0.00025577654,0.000024941215,0.0012183789,0.9910796],"genre_scores_gemma":[0.0005117027,0.00013403632,0.00023785199,0.00018217361,0.0049269483,0.000023334913,0.00022065632,0.00022654231,0.9935368],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982247,0.00001796776,0.00043679326,0.00036019154,0.000622087,0.00033829897],"domain_scores_gemma":[0.99887955,0.00002850633,0.00009894292,0.0005021154,0.00031123828,0.0001796304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029298742,0.00043541257,0.00035432537,0.00035002807,0.00016487284,0.00056871685,0.00043027097,0.0005989397,0.075215794],"category_scores_gemma":[0.00009775185,0.00049268594,0.00019660658,0.000015845177,0.00007492459,0.0005092786,0.00009228591,0.0009023365,0.069515735],"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":[0.0000018335598,0.0000029448279,0.0000016609322,0.00006037274,0.00008374257,0.000008276524,0.00058079726,0.00010920629,0.000032241685,0.00016019019,0.96730685,0.031651907],"study_design_scores_gemma":[0.00024732354,0.0000152781,0.00006939624,0.00013737794,0.00003586927,0.000006307585,0.00000730075,0.0004810126,0.000023358081,0.0010342165,0.9974525,0.0004900622],"about_ca_topic_score_codex":1.9608002e-7,"about_ca_topic_score_gemma":0.000029138067,"teacher_disagreement_score":0.031161847,"about_ca_system_score_codex":0.0003794219,"about_ca_system_score_gemma":0.00008312461,"threshold_uncertainty_score":0.99975246},"labels":[],"label_agreement":null},{"id":"W4387227119","doi":"10.4337/9781781950302.00041","title":"Index","year":2003,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.0457299091918435,"score_gpt":0.22369152178906007,"score_spread":0.17796161259721657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387227119","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":[0.0017269324,0.0015207162,0.004879273,0.0008237277,0.006473066,0.000322643,0.00035058174,0.00015021442,0.98375285],"genre_scores_gemma":[0.0788041,0.00007838915,0.001099604,0.0028055755,0.0010353862,0.000119226344,0.0004905508,0.00014156065,0.9154256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969764,0.000024482459,0.001277329,0.0010121902,0.000064546955,0.0006450481],"domain_scores_gemma":[0.997719,0.00005769267,0.0011536772,0.00085516006,0.00009211818,0.0001223862],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001007737,0.00045881895,0.00094623235,0.000793049,0.00018548655,0.0017635253,0.0010104426,0.0016440353,0.011431715],"category_scores_gemma":[0.00041232706,0.0005379635,0.00025192328,0.00024399527,0.00013279829,0.0007470651,0.00022292162,0.001624737,0.031087497],"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":[0.0000029552498,0.000018701097,0.00039846788,0.000032976866,0.00006594854,0.0000016180732,0.00003125835,0.000005836277,9.570573e-7,0.3807573,0.61700284,0.0016811697],"study_design_scores_gemma":[0.00031874588,0.000030911968,0.00012165585,0.000037011716,0.00000414578,0.000004897361,0.000019042935,0.000054686025,0.000043712524,0.08910449,0.9096818,0.0005789012],"about_ca_topic_score_codex":0.000250511,"about_ca_topic_score_gemma":0.000015822192,"teacher_disagreement_score":0.29267898,"about_ca_system_score_codex":0.00036392585,"about_ca_system_score_gemma":0.00009209088,"threshold_uncertainty_score":0.99970716},"labels":[],"label_agreement":null},{"id":"W4387227249","doi":"10.4337/9781785363078.00013","title":"Index","year":2016,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","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":"Index (typography); Computer science; World Wide Web","score_opus":0.029211798416493896,"score_gpt":0.29949515072096394,"score_spread":0.27028335230447004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387227249","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":[0.001118287,0.0022036876,0.0004542263,0.011067083,0.0071047223,0.0009663117,0.00008451516,0.00068792753,0.97631323],"genre_scores_gemma":[0.03610826,0.00027666934,0.0006315945,0.0021983362,0.006411553,0.0001937789,0.00020521079,0.00017774099,0.95379686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965542,0.00007611657,0.0005991207,0.0011088813,0.00074087956,0.0009208165],"domain_scores_gemma":[0.9969535,0.00012756251,0.00039912437,0.0016575621,0.0005005,0.00036175558],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072797545,0.00051701785,0.00095470034,0.0007090487,0.00018075049,0.00053123164,0.00062717695,0.0015060753,0.0014412372],"category_scores_gemma":[0.0021378538,0.00036391913,0.00025979342,0.0001477404,0.00029378134,0.00041669142,0.00037421682,0.00212589,0.0055899643],"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":[0.000106670755,0.000026468817,0.00028363842,0.00051824335,0.00011911247,0.000040095376,0.000062899875,8.446653e-8,0.000117769305,0.00070462667,0.8912246,0.10679579],"study_design_scores_gemma":[0.0008738218,0.00018092233,0.0006013415,0.00080381834,0.000049257163,0.00010024791,0.0000400348,8.882549e-7,0.0014476323,0.0013534029,0.9941655,0.00038317483],"about_ca_topic_score_codex":0.00014780887,"about_ca_topic_score_gemma":0.00000833874,"teacher_disagreement_score":0.10641261,"about_ca_system_score_codex":0.0003645911,"about_ca_system_score_gemma":0.0013493513,"threshold_uncertainty_score":0.99988127},"labels":[],"label_agreement":null},{"id":"W4387227370","doi":"10.4337/9781781953006.00004","title":"Acknowledgments","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"York University","keywords":"Computer science","score_opus":0.025904298550296783,"score_gpt":0.2242099209074017,"score_spread":0.19830562235710492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387227370","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":[0.00009859145,0.00012483554,0.0005159978,0.00003253758,0.004600643,0.00024406612,0.00003765133,0.0012393009,0.99310637],"genre_scores_gemma":[0.0020601437,0.000013457879,0.00020646105,0.00013453454,0.004299875,0.000022095806,0.00039368853,0.00023101644,0.9926387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823314,0.000017053888,0.00045418175,0.00035706276,0.00059603684,0.0003425011],"domain_scores_gemma":[0.9990894,0.000029421943,0.00010441576,0.00047316667,0.00016086237,0.00014271375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035881155,0.00044124192,0.0003483228,0.0003336779,0.000123182,0.00094242796,0.00039384147,0.00066237035,0.017233692],"category_scores_gemma":[0.000036171128,0.0004972349,0.00019422585,0.000014793337,0.000058239173,0.00047566424,0.000075524775,0.00088447734,0.014903863],"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":[0.0000015667737,0.0000032901255,0.0000024371632,0.000076181204,0.000059057544,0.0000055171326,0.00014891321,0.0004245372,0.000081969396,0.0012830559,0.9792981,0.018615365],"study_design_scores_gemma":[0.00023780251,0.000012817663,0.00008006253,0.00016250538,0.000047542508,0.0000033410977,0.0000047760154,0.00080390595,0.000033583787,0.0043770405,0.99373144,0.0005051592],"about_ca_topic_score_codex":0.0000014457656,"about_ca_topic_score_gemma":0.00006197686,"teacher_disagreement_score":0.018110204,"about_ca_system_score_codex":0.00042379482,"about_ca_system_score_gemma":0.000064554035,"threshold_uncertainty_score":0.99974793},"labels":[],"label_agreement":null},{"id":"W4387227393","doi":"10.4337/9781848447387.00031","title":"Index","year":2009,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","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":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.03304857415070099,"score_gpt":0.32114517095917655,"score_spread":0.28809659680847555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387227393","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":[0.00088616705,0.0011037429,0.000055019427,0.0052996436,0.010093483,0.00032500565,0.000037511858,0.00017175081,0.98202765],"genre_scores_gemma":[0.09762793,0.000579056,0.00006210153,0.001198433,0.013092021,0.00001824796,0.00020868979,0.000052700547,0.88716084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964633,0.00026831546,0.00040190903,0.00053951674,0.0016045875,0.00072239264],"domain_scores_gemma":[0.9985279,0.00017238478,0.0003284912,0.0002981631,0.000436852,0.0002362181],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014307773,0.0003436206,0.00042699554,0.00033198355,0.00081202807,0.0037897462,0.001696707,0.0009970347,0.0034259537],"category_scores_gemma":[0.00046994764,0.00034988136,0.00027504153,0.00010995545,0.00017212478,0.000790922,0.0001906483,0.001152887,0.004188201],"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":[0.000014858399,0.000023540695,0.0000107252135,0.000013774243,0.000071731025,0.000008955857,0.030155756,0.0000034616187,0.0000014090124,0.009234311,0.9391582,0.021303304],"study_design_scores_gemma":[0.00023605392,0.00002629327,0.000049790626,0.00011381806,0.000016203265,7.0435703e-7,0.005876155,0.0000017062091,0.000012150749,0.002685528,0.99057573,0.0004058361],"about_ca_topic_score_codex":0.008867081,"about_ca_topic_score_gemma":0.004854073,"teacher_disagreement_score":0.096741766,"about_ca_system_score_codex":0.00050006347,"about_ca_system_score_gemma":0.0006941579,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W4387805515","doi":"10.4337/9781800888074.00049","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","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 Research Chairs","keywords":"Autonomy; Index (typography); Position (finance); Corporate governance; Political science; State (computer science); Sociology; Regional science; Geography; Social science; Management; Business; Economics; Law; Mathematics; Computer science","score_opus":0.031176092518986634,"score_gpt":0.31858336441445767,"score_spread":0.28740727189547105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387805515","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":[0.00022024037,0.00021649779,0.00009624322,0.005413912,0.027025886,0.00033864545,0.000056061162,0.0003384832,0.96629405],"genre_scores_gemma":[0.004066942,0.00019500249,0.00020885932,0.001726613,0.0065461583,0.00014134127,0.00020233534,0.00009190532,0.9868208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645877,0.00023411463,0.00043951953,0.00058879144,0.0014760013,0.0008027843],"domain_scores_gemma":[0.9982707,0.00023372364,0.00036945453,0.00043733467,0.00035638272,0.000332395],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015669031,0.0003037046,0.0003842925,0.0003170232,0.0008324387,0.0036091523,0.0011991439,0.000804001,0.004781723],"category_scores_gemma":[0.0008075831,0.00032216782,0.0001570295,0.00037751126,0.00019216744,0.000756764,0.00020578766,0.00095810456,0.033994574],"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":[0.000003282293,0.000012113359,0.000085987056,0.000026690961,0.000046037636,0.000005060567,0.015405396,0.0000026814737,6.3776605e-7,0.0036756033,0.96975225,0.010984282],"study_design_scores_gemma":[0.00012566775,0.00000606518,0.00064244174,0.00014847082,0.000009138746,3.8454783e-7,0.0012869752,5.311798e-7,0.000008447009,0.0010375604,0.99633205,0.0004022578],"about_ca_topic_score_codex":0.010818268,"about_ca_topic_score_gemma":0.0036761765,"teacher_disagreement_score":0.02921285,"about_ca_system_score_codex":0.00066090777,"about_ca_system_score_gemma":0.0047794217,"threshold_uncertainty_score":0.99992305},"labels":[],"label_agreement":null},{"id":"W4387871864","doi":"10.4337/9781800887954.00007","title":"Introduction: mixed methods research in business and management fields","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Quality and Supply Management","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":"Diversity (politics); Engineering; Engineering ethics; Political science; Knowledge management; Computer science","score_opus":0.0918413373961361,"score_gpt":0.32887508392003395,"score_spread":0.23703374652389786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387871864","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":[0.00005401728,0.00014873744,0.0010338939,0.03063823,0.004105713,0.0009974631,0.0000055131923,0.00043085412,0.96258557],"genre_scores_gemma":[0.0009150685,0.0002989783,0.0026936654,0.0017162598,0.011352402,0.00020253746,0.0002649517,0.00024203453,0.9823141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957675,0.00012494838,0.00082256424,0.0012820166,0.0011764155,0.0008265599],"domain_scores_gemma":[0.9978771,0.00029504675,0.00028477111,0.0009831344,0.0005135777,0.000046319965],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00992019,0.0005373782,0.0006717026,0.0029017257,0.00041856852,0.0047550416,0.0009513879,0.00060710765,0.0003707575],"category_scores_gemma":[0.0004288651,0.0005653876,0.00013304535,0.0005038883,0.0002636451,0.0018963093,0.0026535497,0.0016346206,0.00053639215],"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":[0.000031827745,0.000014641526,0.000009886762,0.0014521785,0.000100606914,0.00011927886,0.000070106245,0.000016063026,8.467755e-7,0.60968196,0.27394176,0.11456082],"study_design_scores_gemma":[0.00037831583,0.0000076599545,0.0004883076,0.00038869382,0.000065883985,0.0000024985159,0.00023809928,0.000099130135,0.0000015199106,0.19639064,0.80146444,0.00047481246],"about_ca_topic_score_codex":0.0009026147,"about_ca_topic_score_gemma":0.0014773108,"teacher_disagreement_score":0.5275227,"about_ca_system_score_codex":0.00016167361,"about_ca_system_score_gemma":0.000047119127,"threshold_uncertainty_score":0.99967974},"labels":[],"label_agreement":null},{"id":"W4387934653","doi":"10.4337/9781803920887.00021","title":"Platform responsibility in the Digital Services Act: constitutionalising, regulating and governing private ordering","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":8,"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":"Queen's University; Queen's University Belfast","keywords":"Blueprint; Enforcement; Context (archaeology); Business; Corporate governance; Public administration; Dispute resolution; Process (computing); Public relations; Political science; Law; Engineering; Finance; Computer science","score_opus":0.027908764218002965,"score_gpt":0.22684234788541693,"score_spread":0.19893358366741398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387934653","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":[0.007379371,0.00006074391,0.00004474425,0.00085714593,0.0005830934,0.00037880763,0.00004491209,0.00037487657,0.9902763],"genre_scores_gemma":[0.79173714,0.000022558263,0.00016572398,0.0029352554,0.0032775938,0.000056997196,0.0008264656,0.00022849446,0.20074975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767894,0.000010451845,0.00056437124,0.0005885483,0.0007325677,0.0004251224],"domain_scores_gemma":[0.99856675,0.00028487292,0.0005221772,0.00045779525,0.00013904249,0.0000293523],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013335231,0.0003952387,0.00035156458,0.00043467272,0.0006043521,0.008686672,0.0005711855,0.00032967646,0.000057209883],"category_scores_gemma":[0.0004955814,0.0003381063,0.00013901806,0.00013215053,0.00021300699,0.003903832,0.0006879132,0.0009233396,0.000114412076],"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":[0.000035331843,0.000011276751,0.0011374488,0.00034608584,0.00005207137,0.000027703001,0.00020408987,0.00003303103,0.000007642369,0.97871953,0.0022476595,0.017178126],"study_design_scores_gemma":[0.00034503738,0.000004622661,0.0034426579,0.0007580239,0.000039017035,0.000015330961,0.00036786203,0.0008468506,6.9542307e-7,0.036176324,0.9575872,0.00041641688],"about_ca_topic_score_codex":0.0003085008,"about_ca_topic_score_gemma":0.0010117512,"teacher_disagreement_score":0.9553395,"about_ca_system_score_codex":0.00013942926,"about_ca_system_score_gemma":0.00010767751,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W4387934751","doi":"10.4337/9781802207248.00025","title":"The language of the court","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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":"Confusion; Economic Justice; Political science; Set (abstract data type); Multiculturalism; Harmonization; Law; Administration of justice; Sociology; Psychology; Computer science","score_opus":0.031931447284024625,"score_gpt":0.2725730888758555,"score_spread":0.24064164159183088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387934751","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":[0.000043182717,0.00030566088,0.0000010742448,0.0051814853,0.002561808,0.0001917219,0.000044880027,0.00011169585,0.9915585],"genre_scores_gemma":[0.006625103,0.00015439806,0.000010146269,0.00037539686,0.0012132853,0.000005151131,0.000004903127,0.00004615941,0.99156547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823016,0.00009853393,0.00027522247,0.00019537052,0.0009632592,0.00023743388],"domain_scores_gemma":[0.99849313,0.00053069915,0.00029693238,0.0003549821,0.0002743198,0.000049906925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015010858,0.00015057749,0.00017600635,0.000045684257,0.00096887915,0.00071377755,0.0013837653,0.00014164022,0.00006665149],"category_scores_gemma":[0.0012871332,0.00008821188,0.00022767653,0.000025829067,0.00072548445,0.0001461963,0.0004112102,0.000521394,0.00011998774],"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":[0.0000024521937,0.0000011655954,0.00000937815,0.0000050449335,0.000068651425,0.0000027531912,0.0041620564,1.7463539e-7,0.000002089564,0.807401,0.18419294,0.004152328],"study_design_scores_gemma":[0.00004716607,0.0000068776044,0.00010419205,0.0001206207,0.000019501673,3.4327053e-7,0.0010130589,6.4527404e-7,0.000010441545,0.01976393,0.9788102,0.00010300745],"about_ca_topic_score_codex":0.0009438964,"about_ca_topic_score_gemma":0.006862597,"teacher_disagreement_score":0.7946173,"about_ca_system_score_codex":0.000086238564,"about_ca_system_score_gemma":0.00021652294,"threshold_uncertainty_score":0.7451933},"labels":[],"label_agreement":null},{"id":"W4388105924","doi":"10.4337/9781035314454.00048","title":"A very brief guide to further reading","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Educational Methods and Media Use","field":"Computer Science","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); Reading (process); Moment (physics); History; Regional science; Visual arts; Aesthetics; Geography; Cartography; Political science; Art; Law; Archaeology","score_opus":0.0419399620959871,"score_gpt":0.2978290018598591,"score_spread":0.255889039763872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388105924","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":[0.000020566029,0.00006879535,0.02644454,0.008358853,0.00817687,0.00043622422,0.00002352659,0.00090310216,0.95556754],"genre_scores_gemma":[0.000024111592,0.00001288315,0.19166571,0.003964684,0.0023091568,0.000062465915,0.000023966786,0.00014081536,0.8017962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655116,0.000076773686,0.0006037031,0.0011010554,0.0010222744,0.00064504414],"domain_scores_gemma":[0.9964257,0.0007865426,0.00028437775,0.0015269561,0.00040810477,0.00056835805],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021883254,0.0004761695,0.00051603495,0.0007107343,0.00017753351,0.002720285,0.0025299347,0.00047036112,0.000059878585],"category_scores_gemma":[0.0016961264,0.00048537587,0.0002576214,0.000117162585,0.000057194153,0.00097576604,0.0011350126,0.00092990743,0.0007735781],"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":[0.0000035471387,0.000005847542,0.0000037085426,0.000030752388,0.00006227227,0.000049707378,0.002072077,0.0000026731698,0.00005505563,0.5340743,0.32953706,0.13410299],"study_design_scores_gemma":[0.00012667627,0.000042344214,0.000043377535,0.0004029406,0.00001994269,0.000019681136,0.000033521323,0.00003749271,0.00007591577,0.06817723,0.9305019,0.0005190178],"about_ca_topic_score_codex":0.00016105814,"about_ca_topic_score_gemma":0.000067637964,"teacher_disagreement_score":0.6009648,"about_ca_system_score_codex":0.00027208877,"about_ca_system_score_gemma":0.0009527859,"threshold_uncertainty_score":0.9997598},"labels":[],"label_agreement":null},{"id":"W4388109011","doi":"10.4337/9781035314454.00049","title":"References","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Urban Networks and Dynamics","field":"Social Sciences","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); Moment (physics); Geography; Regional science; History; Economic geography; Archaeology","score_opus":0.051475599709675,"score_gpt":0.2708768521056064,"score_spread":0.21940125239593142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388109011","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":[0.000012329103,0.00020011685,0.00004204545,0.0014748981,0.0044150786,0.0002971595,0.00007221664,0.0009439677,0.9925422],"genre_scores_gemma":[0.0016790957,0.000222277,0.00021259597,0.00053862116,0.0033844572,0.000012642934,0.000111547764,0.00010936949,0.9937294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685705,0.00007978257,0.00043939604,0.0006300393,0.0012413382,0.000752396],"domain_scores_gemma":[0.99820274,0.00028536958,0.00034348032,0.00049238914,0.0003113174,0.00036472446],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015810373,0.00038497994,0.0004647758,0.0002301553,0.0007573598,0.0029676047,0.0012363463,0.0011708512,0.00038574456],"category_scores_gemma":[0.00050575356,0.00039031924,0.0002771134,0.00006625902,0.00044077553,0.00054212246,0.0003170781,0.0011453169,0.00061423826],"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":[0.0000037430307,0.0000019669724,0.000012540938,0.000009683808,0.00004148731,0.000025439333,0.00082485075,0.0000041468857,7.026196e-8,0.7031869,0.27497664,0.020912481],"study_design_scores_gemma":[0.00006769748,0.000016122389,0.000015312797,0.00016327026,0.000031587984,7.6385516e-7,0.00017395086,0.0000180734,6.7352694e-8,0.24449937,0.7546669,0.00034684225],"about_ca_topic_score_codex":0.002453451,"about_ca_topic_score_gemma":0.016652193,"teacher_disagreement_score":0.47969028,"about_ca_system_score_codex":0.00028727882,"about_ca_system_score_gemma":0.000704799,"threshold_uncertainty_score":0.99985486},"labels":[],"label_agreement":null},{"id":"W4388268445","doi":"10.4337/9781800880887.00041","title":"Canada and the United States: labour market policies and varieties of federalism in two liberal welfare states","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Federalism; Welfare state; Welfare; Promotion (chess); Economics; Wage; State (computer science); Labour economics; Political science; Market economy; Politics","score_opus":0.01401487279729637,"score_gpt":0.24530010709891892,"score_spread":0.23128523430162254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388268445","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":[0.05700854,0.00037609565,0.0000028282939,0.05711404,0.0010912557,0.0010273089,0.0018782883,0.00017692173,0.8813247],"genre_scores_gemma":[0.07242535,0.0009851131,0.00003154148,0.004718384,0.00027320723,0.00002333817,0.00021938598,0.00007949792,0.9212442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979215,0.00022256983,0.00042654196,0.00030176135,0.00068218866,0.0004453902],"domain_scores_gemma":[0.9984996,0.00057800574,0.00027349123,0.00022532788,0.00027239046,0.00015119766],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014390047,0.00027875722,0.00044112833,0.00027797648,0.0007177658,0.0016520297,0.00041723906,0.00015705271,0.00009583306],"category_scores_gemma":[0.00025056384,0.00021046751,0.00004868944,0.000105178406,0.0008110469,0.00032480125,0.0003212256,0.00056486914,1.12521896e-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":[0.000028057897,0.0000029787748,0.00023965165,0.000032474003,0.00009016278,0.000010793027,0.017354047,0.0000075840258,1.2016164e-7,0.9406503,0.040490787,0.0010930519],"study_design_scores_gemma":[0.00067724683,0.000011962242,0.004355164,0.00010168188,0.00002688045,5.795388e-7,0.0052423277,0.000019543295,6.542929e-7,0.12591657,0.86340624,0.00024116974],"about_ca_topic_score_codex":0.9871552,"about_ca_topic_score_gemma":0.99038875,"teacher_disagreement_score":0.82291543,"about_ca_system_score_codex":0.00015027651,"about_ca_system_score_gemma":0.0007798892,"threshold_uncertainty_score":0.99938434},"labels":[],"label_agreement":null},{"id":"W4388269509","doi":"10.4337/9781800884953.00008","title":"Digital trade rulemaking in free trade agreements","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Rulemaking; International trade; Contextualization; General partnership; European union; Free trade; Political science; Economic integration; International free trade agreement; Economics; International economics; Business; Computer science; Law","score_opus":0.03217883649705684,"score_gpt":0.25609167666439836,"score_spread":0.22391284016734153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388269509","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":[0.00002340607,0.00012099873,0.000020753785,0.029506696,0.0027785879,0.0006007409,0.00019996332,0.000856666,0.9658922],"genre_scores_gemma":[0.033747666,0.000031535103,0.0001890134,0.0007981003,0.0023090516,0.000020467267,0.0002056238,0.00032084592,0.96237767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955688,0.000098572935,0.0008006732,0.0008318733,0.0017750775,0.0009250156],"domain_scores_gemma":[0.99814,0.00032369315,0.00041831634,0.00072172994,0.000054505093,0.00034174963],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011911918,0.00050886435,0.0005757765,0.00071313063,0.00058362563,0.0060939267,0.0018485787,0.0009053901,0.0005074604],"category_scores_gemma":[0.0011862859,0.0006150664,0.00024208619,0.00023473038,0.00055565836,0.0023218594,0.0003779374,0.0014117516,0.00023831069],"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":[0.000005379004,0.000019987763,0.00014219471,0.00004366237,0.00008391404,0.00014727918,0.0077253673,0.0000029767718,0.0000021586716,0.84825736,0.11786927,0.025700444],"study_design_scores_gemma":[0.00045427485,0.000014984864,0.00034308963,0.00042401406,0.00003141936,0.0000032934456,0.0003467065,0.0000024453657,0.0000058287,0.054702535,0.9430689,0.00060250185],"about_ca_topic_score_codex":0.00039377308,"about_ca_topic_score_gemma":0.006908018,"teacher_disagreement_score":0.82519966,"about_ca_system_score_codex":0.0006562223,"about_ca_system_score_gemma":0.0007490305,"threshold_uncertainty_score":0.9996301},"labels":[],"label_agreement":null},{"id":"W4388822603","doi":"10.4337/9781800372498.00023","title":"The transition from government-driven innovation to private sector market responsiveness: a case of Cape Breton Island, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Restructuring; Private sector; Context (archaeology); Government (linguistics); Business; Economy; Investment (military); Tertiary sector of the economy; Economic growth; Finance; Geography; Economics; Political science; Politics","score_opus":0.026926764593464148,"score_gpt":0.26250817558774886,"score_spread":0.2355814109942847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388822603","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":[0.018294118,0.00003882883,0.00008494949,0.009993143,0.002261591,0.0015040367,0.0027371156,0.00015117376,0.96493506],"genre_scores_gemma":[0.13168381,0.000049805105,0.00022095279,0.000823656,0.002030494,0.00007691936,0.0001797886,0.00018790414,0.8647467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525267,0.00033591324,0.00058526965,0.00056831294,0.002663435,0.0005943992],"domain_scores_gemma":[0.9966412,0.0013627735,0.0004518308,0.0006086159,0.00071491936,0.00022061815],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002487842,0.00031387515,0.00040314894,0.00025545276,0.0008768005,0.0012889979,0.0010716992,0.00040760203,0.0005009757],"category_scores_gemma":[0.001895723,0.00029215345,0.00012050658,0.00022260941,0.00025456553,0.0005089545,0.00032736114,0.00065267837,0.000023636463],"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":[0.0009403838,0.000018667586,0.000032662592,0.00010185036,0.00072220044,0.0054973084,0.011384589,0.00003542806,0.00030690798,0.1912923,0.76311564,0.026552042],"study_design_scores_gemma":[0.00044128517,0.000077305725,0.00012004808,0.00042439956,0.000086570035,0.000009183151,0.0033537825,0.00004797105,0.00017403107,0.015876295,0.97886854,0.0005205988],"about_ca_topic_score_codex":0.6378734,"about_ca_topic_score_gemma":0.9340781,"teacher_disagreement_score":0.29620463,"about_ca_system_score_codex":0.0013913845,"about_ca_system_score_gemma":0.0026912326,"threshold_uncertainty_score":0.99995303},"labels":[],"label_agreement":null},{"id":"W4388823179","doi":"10.4337/9781800378346.00005","title":"Introduction to the Research Handbook on Law and Political Systems","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","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":"York University","keywords":"Legislation; Politics; Legislature; Political science; Institution; Law; Executive branch; Law and economics; Political system; Sociology","score_opus":0.0941911047917499,"score_gpt":0.3305717902294218,"score_spread":0.23638068543767188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388823179","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":[0.00001292045,0.00032508303,0.00000919806,0.058219813,0.0030216316,0.000585946,0.000036019723,0.00016912537,0.9376203],"genre_scores_gemma":[0.024159176,0.00007498947,0.000011361365,0.0016899979,0.028845482,0.000102614256,0.000015572805,0.000047202477,0.9450536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996774,0.00022164683,0.00025706607,0.000527873,0.0015490922,0.000670311],"domain_scores_gemma":[0.9981582,0.0006940382,0.000061082465,0.0002880527,0.0005175611,0.00028104542],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036538586,0.0001964833,0.00027408442,0.00021510648,0.002876678,0.0022456197,0.00047347855,0.0003337246,0.000033479006],"category_scores_gemma":[0.0014226065,0.00014820119,0.00007685957,0.00006866883,0.0016044007,0.00020235548,0.00036065356,0.0010605733,0.0006148709],"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":[0.000010901269,0.0000029994574,0.0000012231818,0.000007701611,0.00003904743,0.000006197686,0.0013102406,0.0000011287783,6.745253e-7,0.7942707,0.20325626,0.0010929271],"study_design_scores_gemma":[0.00004132488,0.000043701657,0.000009085906,0.00018593167,0.000014269582,0.0000016522305,0.00081579643,5.433399e-7,0.0000015578969,0.19663037,0.8021183,0.00013746109],"about_ca_topic_score_codex":0.019571804,"about_ca_topic_score_gemma":0.012228244,"teacher_disagreement_score":0.59886205,"about_ca_system_score_codex":0.0003728426,"about_ca_system_score_gemma":0.00037771784,"threshold_uncertainty_score":0.99879014},"labels":[],"label_agreement":null},{"id":"W4388823359","doi":"10.4337/9781789906967.00017","title":"The emergence of contemporary valley images: a comparison of landscape perceptions of three valleys in north-western British Columbia, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geographies of human-animal interactions","field":"Social Sciences","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; Recreation; Context (archaeology); Perception; Archaeology; Environmental resource management; Political science; Law","score_opus":0.04139406516920007,"score_gpt":0.28018458922458517,"score_spread":0.2387905240553851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388823359","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":[0.10852175,0.0008590953,0.000004915717,0.0005476206,0.0017881906,0.0009891095,0.0006047759,0.00010632803,0.8865782],"genre_scores_gemma":[0.84729886,0.00015657042,0.000036759335,0.00002574794,0.0001514137,0.000033059143,0.00006790354,0.000057191082,0.15217246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632365,0.00015139297,0.0013639686,0.00043289058,0.001295578,0.00043249605],"domain_scores_gemma":[0.99646753,0.00079113286,0.0011938391,0.00054363586,0.00085289637,0.00015094757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010300655,0.00023599896,0.00081387203,0.0002510384,0.00058025436,0.0007445117,0.0014927386,0.00031313626,0.00042853947],"category_scores_gemma":[0.0006160022,0.00031287223,0.00034583567,0.00017939965,0.00094015704,0.00049948285,0.00032740188,0.00093475234,0.000004306441],"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":[0.00003303372,0.000085055195,0.54649544,0.00020725414,0.0004272001,0.000031511117,0.010682042,0.000034311273,0.000015014146,0.0030825755,0.4367831,0.002123428],"study_design_scores_gemma":[0.0010805279,0.00042864398,0.69498855,0.0026718755,0.00028525016,0.0000072536077,0.09034664,0.00004539803,0.000007211723,0.009909543,0.19867696,0.0015521424],"about_ca_topic_score_codex":0.9787399,"about_ca_topic_score_gemma":0.99995154,"teacher_disagreement_score":0.73877716,"about_ca_system_score_codex":0.00009335545,"about_ca_system_score_gemma":0.0017573991,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W4388823375","doi":"10.4337/9781789906967.00025","title":"Migrant farmworkers in the Okanagan Valley, British Columbia: margins and mechanisms of struggle in the making of the valley","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","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":"Construct (python library); Table (database); Shadow (psychology); Power (physics); Narrative; Resistance (ecology); Geography; Art; Computer science","score_opus":0.02362548137356438,"score_gpt":0.2099528966008275,"score_spread":0.18632741522726312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388823375","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":[0.19935553,0.00095247483,0.000005397956,0.03145971,0.0010765764,0.0049801776,0.00041892283,0.00013346486,0.7616178],"genre_scores_gemma":[0.8652685,0.00012411019,0.00004074432,0.0007792446,0.00020987008,0.000055321387,0.00007580133,0.000008762366,0.13343759],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973961,0.00023302622,0.0005242439,0.0004043352,0.0010271216,0.00041515776],"domain_scores_gemma":[0.99894476,0.0004495472,0.00029335733,0.0001711416,0.00010949176,0.000031721313],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019869553,0.00022157175,0.00040132634,0.00003391812,0.00028531597,0.0011193563,0.0016884285,0.00037723198,0.00009486939],"category_scores_gemma":[0.000140578,0.00007924618,0.00020339995,0.00023144751,0.00020411267,0.0001558104,0.0004904037,0.0010206958,0.0000027704866],"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":[0.00012113387,0.00029240854,0.012957982,0.00070449524,0.0005933499,0.0005092373,0.019311126,0.000013926982,0.0039387546,0.12794256,0.5243825,0.30923253],"study_design_scores_gemma":[0.00045389906,0.00023476846,0.6951179,0.00222223,0.00006534611,0.00008402989,0.009692794,0.000010464524,0.000025070876,0.124971844,0.16643472,0.0006869538],"about_ca_topic_score_codex":0.016840411,"about_ca_topic_score_gemma":0.3123712,"teacher_disagreement_score":0.6821599,"about_ca_system_score_codex":0.000040062772,"about_ca_system_score_gemma":0.000045332832,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4388946962","doi":"10.4337/9781839101939","title":"Research Handbook on Soft Law","year":2023,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"European and International Contract Law","field":"Social Sciences","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":"Montreal Council on Foreign Relations","funders":"","keywords":"Soft law; Law; Political science","score_opus":0.11337162462211779,"score_gpt":0.3707457925092825,"score_spread":0.2573741678871647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388946962","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":[0.000010576346,0.00016338592,0.000011310439,0.0018030382,0.0030651456,0.00048422316,0.000064317115,0.00068878866,0.9937092],"genre_scores_gemma":[0.0008549475,0.000059029357,0.00003255233,0.0023340948,0.007127286,0.000035572164,0.00012293567,0.00017830594,0.98925525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369687,0.00083263306,0.0004609396,0.00075642526,0.0032677948,0.0009853197],"domain_scores_gemma":[0.99590904,0.0018919073,0.00021303969,0.0005911005,0.0009990969,0.0003958411],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0072226664,0.00032503638,0.00038010432,0.000557137,0.0015721323,0.0055031595,0.0020579707,0.0006912331,0.0005433332],"category_scores_gemma":[0.0025156685,0.0003299259,0.00027156965,0.0001225856,0.001020856,0.0008190409,0.00040003043,0.0030206887,0.0059977],"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":[0.000014137638,0.000008824553,5.506019e-7,0.000011621503,0.000037029462,0.00005068637,0.00083532464,8.170899e-7,0.0000021398964,0.55318487,0.44351345,0.0023405259],"study_design_scores_gemma":[0.00018016044,0.00007441642,0.0000058105693,0.00063253706,0.000011340705,5.512195e-7,0.000112807225,0.000003549874,0.000016372123,0.072933264,0.9257106,0.00031855327],"about_ca_topic_score_codex":0.0012681737,"about_ca_topic_score_gemma":0.004644425,"teacher_disagreement_score":0.48219717,"about_ca_system_score_codex":0.0010497622,"about_ca_system_score_gemma":0.0019725724,"threshold_uncertainty_score":0.9999153},"labels":[],"label_agreement":null},{"id":"W4388947128","doi":"10.4337/9781035300624.00015","title":"Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Geography; Political science","score_opus":0.03884846917303194,"score_gpt":0.25958384678029883,"score_spread":0.22073537760726689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388947128","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":[0.000025940004,0.00010229007,0.00000518663,0.010812192,0.005130845,0.0002317429,0.00011872258,0.0002908158,0.98328227],"genre_scores_gemma":[0.002630438,0.00005858227,0.000035116853,0.0015146465,0.0031566701,0.000011149669,0.000017213282,0.00006814886,0.99250805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996288,0.000050095143,0.00032575818,0.00053722627,0.0020777532,0.00072114967],"domain_scores_gemma":[0.9984112,0.00028028365,0.0003630844,0.0003376268,0.00023032306,0.00037749938],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012322143,0.0002774759,0.0003525606,0.000080275975,0.00095116853,0.0016446097,0.0013211527,0.00053086184,0.00047815702],"category_scores_gemma":[0.00092940254,0.00029001458,0.00016565964,0.000077395365,0.0003704429,0.00049422745,0.00020700999,0.0007561679,0.00014679975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011255112,6.9613606e-7,0.000016667438,0.0000048201105,0.000015918653,0.000028595972,0.0011699498,5.630741e-7,1.5883967e-7,0.42581528,0.55999833,0.012947872],"study_design_scores_gemma":[0.00005856938,0.000007010951,0.00010686233,0.00008296421,0.000014621873,4.044037e-7,0.0005896538,0.0000014494681,8.207236e-7,0.047076587,0.95171064,0.00035038896],"about_ca_topic_score_codex":0.9815409,"about_ca_topic_score_gemma":0.997614,"teacher_disagreement_score":0.39171234,"about_ca_system_score_codex":0.000886775,"about_ca_system_score_gemma":0.009630175,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W4389131146","doi":"10.4337/9781803920306.00008","title":"A systematic review of scholarship in AI and communication research (1990-2022)","year":2023,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Computational and Text Analysis Methods","field":"Social Sciences","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":"Scholarship; Web of science; Quarter (Canadian coin); Key (lock); Library science; Period (music); Psychology; Data science; Computer science; Political science; History; MEDLINE; Art","score_opus":0.2611967916980024,"score_gpt":0.5153003329103691,"score_spread":0.2541035412123667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389131146","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":[0.0000013847509,0.98258144,0.000023727238,0.00069906184,0.000104695864,0.0016436032,0.000009223368,0.00006289802,0.014873953],"genre_scores_gemma":[0.000012274044,0.99572784,0.00051929115,0.00011977106,0.00010729306,0.0003345872,0.000060614104,0.00003547806,0.0030828274],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98263055,0.013516449,0.001460246,0.0004203411,0.0015756714,0.00039673303],"domain_scores_gemma":[0.99153274,0.006165149,0.0007055274,0.00069006544,0.0007623601,0.00014418225],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.055656735,0.00021637631,0.002120327,0.0011155342,0.00042152664,0.0010789325,0.0014736084,0.00034210194,0.000023369837],"category_scores_gemma":[0.03033686,0.00018427186,0.00036250672,0.0019541623,0.0003127106,0.00061455177,0.0005556215,0.0016694355,0.0000296051],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.5959316e-7,0.000012897874,0.000004123652,0.76908624,0.00012006981,0.0000032391206,0.0011959284,5.891402e-8,1.363489e-8,0.025791092,0.0010754201,0.20271035],"study_design_scores_gemma":[0.0000393832,0.000006503453,0.0000039420934,0.67998636,0.00033777455,0.0000016549476,0.00021330395,0.0000053068666,2.450378e-8,0.011429921,0.30782574,0.00015007902],"about_ca_topic_score_codex":0.0018436513,"about_ca_topic_score_gemma":0.0020012786,"teacher_disagreement_score":0.30675033,"about_ca_system_score_codex":0.0003194303,"about_ca_system_score_gemma":0.0012099143,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W4389547751","doi":"10.4337/9781035315420.00014","title":"Beyond NAFTA: Canada and USMCAs initial implementation, 2020-2022","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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; Political science; Scope (computer science); Free trade; Free trade agreement; International economics; Economics","score_opus":0.021924668154446263,"score_gpt":0.2839187700230634,"score_spread":0.26199410186861716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389547751","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":[0.00028451407,0.00016389917,0.0000022511347,0.011998273,0.0023163501,0.00038082365,0.0023728348,0.00011351709,0.9823675],"genre_scores_gemma":[0.0038708374,0.00011479379,0.000026235975,0.0077975816,0.003756045,0.00002829483,0.00018553031,0.00009645958,0.98412424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708885,0.00007599751,0.00042742665,0.00054368924,0.0011145808,0.00074944197],"domain_scores_gemma":[0.99837667,0.00027545184,0.00035153364,0.00030313368,0.00018634133,0.0005068782],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000984805,0.0003159974,0.00035509063,0.0001525535,0.00094609865,0.0014853504,0.00054682244,0.00038410668,0.00081772037],"category_scores_gemma":[0.0004436257,0.00038497229,0.000096241725,0.00006837289,0.00029251346,0.0005783512,0.00022795911,0.0007479696,0.000021093827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003322668,6.228101e-7,0.000024493973,0.000014352275,0.00004410605,0.00009421875,0.0020501495,1.1691424e-7,4.0567932e-7,0.37854865,0.60258543,0.01663415],"study_design_scores_gemma":[0.00021163789,0.000014500971,0.00023408845,0.00004764279,0.00003509655,0.000005816315,0.00045170923,4.2792317e-7,0.0000040042823,0.053605873,0.9449919,0.00039732564],"about_ca_topic_score_codex":0.98421216,"about_ca_topic_score_gemma":0.9995136,"teacher_disagreement_score":0.34240648,"about_ca_system_score_codex":0.0008449661,"about_ca_system_score_gemma":0.006458164,"threshold_uncertainty_score":0.9998602},"labels":[],"label_agreement":null},{"id":"W4389574226","doi":"10.4337/9781035315420.00013","title":"Integration through trade: Labor markets and worker rights in the USMCA","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labour economics; Economics; Business","score_opus":0.0320035544831382,"score_gpt":0.27476851375079003,"score_spread":0.24276495926765185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389574226","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":[0.00074249675,0.00017749637,0.000013579808,0.0098017445,0.0012719051,0.00060720445,0.00007378224,0.00016118374,0.9871506],"genre_scores_gemma":[0.046399694,0.00022460645,0.00023748122,0.0042170705,0.0016955982,0.00006878468,0.00011904369,0.00007639621,0.94696134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976969,0.00022541083,0.00037011018,0.00044858217,0.00083344406,0.00042555828],"domain_scores_gemma":[0.9988434,0.00042779694,0.00019593084,0.00035447595,0.00008760224,0.000090851194],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019457156,0.0002867036,0.00028734366,0.00017405764,0.00073962915,0.0023848938,0.00067494565,0.00054912333,0.00016347712],"category_scores_gemma":[0.00028656534,0.000198747,0.00009776091,0.00011259795,0.00029976957,0.0009487484,0.00010671074,0.0009921185,0.000007684738],"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":[0.000008808073,0.000007874053,0.000018906803,0.0000033373124,0.000029042381,0.000019667097,0.017454505,7.6803325e-8,0.0000010479193,0.9148845,0.05071138,0.016860832],"study_design_scores_gemma":[0.0001612588,0.00001526496,0.0034197948,0.00017581882,0.000025261332,5.836505e-7,0.0006941277,0.0000014923537,0.000001377383,0.17691436,0.81838155,0.00020912294],"about_ca_topic_score_codex":0.0047533615,"about_ca_topic_score_gemma":0.063137606,"teacher_disagreement_score":0.76767015,"about_ca_system_score_codex":0.00013436518,"about_ca_system_score_gemma":0.00021412731,"threshold_uncertainty_score":0.9986507},"labels":[],"label_agreement":null},{"id":"W4389574391","doi":"10.4337/9781035315420.00022","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Rivalry; China; Index (typography); International trade; Political science; Foreign policy; Commercial policy; Economics; Law; Macroeconomics; Politics; Computer science","score_opus":0.029046830179718944,"score_gpt":0.29392423573334053,"score_spread":0.2648774055536216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389574391","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":[0.000041977313,0.00012243539,0.00013164716,0.015230781,0.017772565,0.00046191478,0.00009056388,0.0009650172,0.9651831],"genre_scores_gemma":[0.027166978,0.00006395673,0.00012628139,0.0011603645,0.007600808,0.000046497054,0.0003565493,0.0002399682,0.9632386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580973,0.00046442405,0.0005090028,0.00073425064,0.0015407111,0.00094187545],"domain_scores_gemma":[0.9978098,0.00036802373,0.00037682056,0.0006200041,0.0004201994,0.00040514214],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016466832,0.00038812653,0.0004923862,0.0005606333,0.0011013002,0.0058938246,0.0018253358,0.0011008653,0.0077621113],"category_scores_gemma":[0.0018812891,0.0004371483,0.00018545013,0.00082185754,0.00043087165,0.0010849767,0.00035280027,0.001439454,0.0320356],"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":[0.0000026675796,0.000009659735,0.000033926422,0.000034533226,0.00005789129,0.000010731269,0.0045424467,0.000009966289,0.0000025703987,0.04120481,0.9515704,0.002520392],"study_design_scores_gemma":[0.0001747546,0.000007381628,0.00012896839,0.000117591335,0.00002245875,8.489635e-7,0.0006242518,0.0000031635348,0.00002231679,0.0008197673,0.99760175,0.0004767218],"about_ca_topic_score_codex":0.0055434313,"about_ca_topic_score_gemma":0.005876461,"teacher_disagreement_score":0.04603137,"about_ca_system_score_codex":0.00047740302,"about_ca_system_score_gemma":0.0019635377,"threshold_uncertainty_score":0.999808},"labels":[],"label_agreement":null},{"id":"W4389599817","doi":"10.4337/9781803921426.00006","title":"Introducing law clinics","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal Education and Practice Innovations","field":"Social Sciences","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; Political science","score_opus":0.07289489891367576,"score_gpt":0.3533706939635994,"score_spread":0.2804757950499236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389599817","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":[0.000004382001,0.000040498773,0.00004384611,0.040085483,0.008956457,0.00030640917,0.00003311502,0.0007232096,0.9498066],"genre_scores_gemma":[0.0010009349,0.000051076753,0.0008432005,0.0056667267,0.0076419846,0.000022302173,0.00013596407,0.000121764,0.984516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715924,0.00014063173,0.0006461051,0.00058635254,0.0009811195,0.00048655193],"domain_scores_gemma":[0.996685,0.0010692822,0.00057727663,0.0006346925,0.00078954,0.0002441872],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004171385,0.00027956482,0.0003403714,0.00033468095,0.001291787,0.005377645,0.0008420514,0.0008147665,0.0011791093],"category_scores_gemma":[0.004949105,0.00031556247,0.0001882721,0.00012389167,0.00040265202,0.0020794547,0.00018406162,0.0026194556,0.0016125877],"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":[0.0000031205793,0.0000053945273,0.0000028457914,0.00001123695,0.00004387285,0.000004673753,0.0057958835,9.833022e-7,5.7718205e-7,0.7370273,0.24316855,0.013935579],"study_design_scores_gemma":[0.00007947232,0.000010842472,0.000003158815,0.0000802399,0.00004039045,0.0000010845981,0.00067621184,0.0000018533889,0.0000016640431,0.1426575,0.85614777,0.0002998002],"about_ca_topic_score_codex":0.0053509646,"about_ca_topic_score_gemma":0.009847497,"teacher_disagreement_score":0.61297923,"about_ca_system_score_codex":0.00031420117,"about_ca_system_score_gemma":0.0025030277,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W4389612153","doi":"10.4337/9781803923659.00113","title":"The Montreal Convention (1999)","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Encyclopedia; Aviation; Convention; Field (mathematics); Political science; Law; Engineering; Aerospace engineering; Mathematics","score_opus":0.030420309482240185,"score_gpt":0.27105234468348777,"score_spread":0.2406320352012476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612153","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":[0.000018049832,0.00007059632,0.000038041933,0.003789866,0.004288639,0.00028928835,0.00003875814,0.00033651182,0.99113023],"genre_scores_gemma":[0.0040668496,0.00011399506,0.000017769033,0.00023094623,0.0029925667,0.00002264641,0.00013786543,0.000057722267,0.99235964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779886,0.000083633364,0.00033733842,0.0003100687,0.001121569,0.00034851994],"domain_scores_gemma":[0.9984961,0.00042291844,0.00033154638,0.0002460615,0.00039504093,0.00010832227],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018399777,0.00019170872,0.0001725497,0.000116604686,0.0013489822,0.0026630897,0.0007058952,0.00043936216,0.00012488298],"category_scores_gemma":[0.0005734986,0.00016019262,0.00022324931,0.000023814795,0.0002486338,0.0005052428,0.00011554304,0.0005742567,0.00055888237],"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":[0.0000069788875,0.0000018440707,0.000004966175,0.0000041263834,0.000049602797,0.0000061440146,0.00081870996,5.9008914e-7,7.4247407e-7,0.8766021,0.09425417,0.028250001],"study_design_scores_gemma":[0.00007851281,0.000009137091,0.000073584146,0.000064328386,0.000018963185,4.59234e-7,0.00009936629,0.00000818782,0.000002574578,0.25435567,0.74515027,0.00013896971],"about_ca_topic_score_codex":0.00789099,"about_ca_topic_score_gemma":0.041354336,"teacher_disagreement_score":0.6508961,"about_ca_system_score_codex":0.00027809961,"about_ca_system_score_gemma":0.00037043513,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W4389612351","doi":"10.4337/9781800889866.00049","title":"Respective liability of contracting and actual carriers","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Liability; Convention; Business; Law; Law and economics; Political science; Economics; Finance","score_opus":0.03182583054341682,"score_gpt":0.2871515318724858,"score_spread":0.255325701329069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612351","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":[0.0024955312,0.000022653441,0.000019886462,0.0007645553,0.0011008056,0.00027098155,0.00009969647,0.00013129685,0.9950946],"genre_scores_gemma":[0.27309462,0.000018290437,0.00010042007,0.00009908165,0.0011578636,0.0000080235595,0.000034512137,0.000044218214,0.72544295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982296,0.00008447293,0.00034097754,0.0003478366,0.0007623791,0.0002347243],"domain_scores_gemma":[0.99789983,0.00086319644,0.00041421544,0.00016191091,0.00054389954,0.0001169444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019474684,0.00016825127,0.0002892264,0.00015906693,0.0003591488,0.00055835635,0.0002820651,0.0004258053,0.000086452936],"category_scores_gemma":[0.003215256,0.00017837831,0.00011843097,0.000022607226,0.00038319436,0.000585948,0.00010472251,0.00056842755,0.000011325903],"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":[0.000022607945,0.0000029167793,0.00009292038,0.00001833969,0.00007287148,0.0000046230152,0.008430558,6.2892263e-7,0.000014083516,0.98246264,0.0020410523,0.0068367803],"study_design_scores_gemma":[0.00025413238,0.000047299574,0.00068032194,0.00025592974,0.000059379836,0.0000011298775,0.001969415,0.000008230241,0.00010916574,0.26420546,0.73206264,0.00034693387],"about_ca_topic_score_codex":0.0046549314,"about_ca_topic_score_gemma":0.0058665783,"teacher_disagreement_score":0.73002154,"about_ca_system_score_codex":0.00027356748,"about_ca_system_score_gemma":0.0004825382,"threshold_uncertainty_score":0.72740567},"labels":[],"label_agreement":null},{"id":"W4389612354","doi":"10.4337/9781800889866.00021","title":"Right of disposition of the cargo","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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; Paragraph; Flexibility (engineering); Context (archaeology); Scope (computer science); Receipt; Law; Position (finance); Political science; Business; Computer science; History; Management; Economics; Finance; Accounting","score_opus":0.02792233323570377,"score_gpt":0.20776922952905022,"score_spread":0.17984689629334644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612354","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":[0.00022453813,0.000030290308,0.0001034041,0.0007448881,0.0030423114,0.00022942433,0.00008409687,0.00010619806,0.9954348],"genre_scores_gemma":[0.24739332,0.000009494958,0.00006319492,0.00090684573,0.004533552,0.000011042631,0.00024899823,0.00013067898,0.74670285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826217,0.0000071275686,0.0005327123,0.00028332975,0.000724143,0.00019052134],"domain_scores_gemma":[0.9981962,0.00009174489,0.0008212572,0.0004194607,0.00045931965,0.0000120064005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003979831,0.00023971639,0.0003504039,0.00026821374,0.00010991812,0.000508763,0.0008676057,0.0002696249,0.00018933197],"category_scores_gemma":[0.0003138433,0.00018263486,0.00031305756,0.000044623688,0.0002927877,0.00073890464,0.0003994373,0.00039268093,0.00006338755],"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":[0.000011300342,0.000009619101,0.00012986324,0.0002741175,0.00009991397,0.0000040046684,0.0000360655,0.000009339119,0.000040660638,0.95036846,0.04814097,0.00087567454],"study_design_scores_gemma":[0.00028407233,0.000010093974,0.0012779791,0.0008187158,0.00019010337,0.0000014048081,0.00001906414,0.00013511114,0.00021952647,0.30600905,0.69071275,0.00032211456],"about_ca_topic_score_codex":0.0004791257,"about_ca_topic_score_gemma":0.00021573594,"teacher_disagreement_score":0.6443594,"about_ca_system_score_codex":0.000049275026,"about_ca_system_score_gemma":0.00005931503,"threshold_uncertainty_score":0.7447634},"labels":[],"label_agreement":null},{"id":"W4389612359","doi":"10.4337/9781800889866.00009","title":"Origins of the Montreal Convention 1999","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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; Liability; Law; Political science","score_opus":0.028414841132022518,"score_gpt":0.2655606778333845,"score_spread":0.23714583670136197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612359","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":[0.0002888163,0.000019422312,0.000023327655,0.001308457,0.0034137997,0.00027372676,0.00008629678,0.00013090792,0.9944552],"genre_scores_gemma":[0.06321038,0.000019860585,0.000021974596,0.00014622351,0.0013935342,0.000008759168,0.00006909376,0.000039287268,0.9350909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981198,0.0000691476,0.00032868757,0.00023720396,0.0010353959,0.00020981747],"domain_scores_gemma":[0.99875295,0.0001478074,0.0004429637,0.00024082277,0.00035333206,0.000062097395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009272016,0.0001523368,0.0001964823,0.00012216427,0.00036576815,0.00047118796,0.0006687417,0.0003700745,0.00015969946],"category_scores_gemma":[0.000341163,0.00012621243,0.0002698093,0.00003318319,0.0002215747,0.00036326257,0.000120821845,0.00042453522,0.000088573455],"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":[0.000004528836,0.0000037854716,0.00003924566,0.0000122221445,0.000046342946,0.0000017266048,0.0010830763,0.0000016016222,0.000004997926,0.9786007,0.015383663,0.0048181037],"study_design_scores_gemma":[0.00009967472,0.000008621778,0.00033866355,0.00015917906,0.000031143256,3.443017e-7,0.000061016537,0.0000060106377,0.000030979034,0.15685907,0.84228504,0.00012023243],"about_ca_topic_score_codex":0.028085643,"about_ca_topic_score_gemma":0.029035829,"teacher_disagreement_score":0.8269014,"about_ca_system_score_codex":0.0005532712,"about_ca_system_score_gemma":0.00044718065,"threshold_uncertainty_score":0.98868173},"labels":[],"label_agreement":null},{"id":"W4389612369","doi":"10.4337/9781800889866.00060","title":"Carriage performed in extraordinary circumstances","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Carriage; Convention; Scope (computer science); Law; Documentation; Political science; Engineering; Computer science; Structural engineering","score_opus":0.03875348912313192,"score_gpt":0.2834248798683472,"score_spread":0.24467139074521527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612369","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":[0.00072604656,0.00008224152,0.000013001305,0.0013115657,0.003047609,0.0003486781,0.000055400564,0.00029300444,0.99412245],"genre_scores_gemma":[0.08330401,0.00007971761,0.000055278222,0.00023386344,0.002280065,0.000032139484,0.00013349083,0.00007637031,0.91380507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734676,0.00008012576,0.00045561505,0.000479311,0.0011619006,0.0004762812],"domain_scores_gemma":[0.9988098,0.00029854738,0.00027735042,0.00023594261,0.00024168457,0.00013668134],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017559042,0.00026787596,0.00033062862,0.00043998915,0.0004307567,0.0012090909,0.00073702773,0.000628906,0.0004373349],"category_scores_gemma":[0.00052186864,0.00029391734,0.0001833947,0.000055510394,0.00020621916,0.0010392988,0.00011268762,0.00087021507,0.00022161637],"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":[0.000011121961,0.0000050878893,0.00017213917,0.000024300194,0.000030487718,0.00006125589,0.0041555087,0.0000025533739,0.000005954661,0.9685973,0.015692655,0.011241621],"study_design_scores_gemma":[0.00018768509,0.000019919364,0.00042463292,0.0003337811,0.00001504453,0.0000013220517,0.0005057733,0.000008421619,0.000008580708,0.16239057,0.83574027,0.00036398484],"about_ca_topic_score_codex":0.0040549785,"about_ca_topic_score_gemma":0.02897279,"teacher_disagreement_score":0.8200476,"about_ca_system_score_codex":0.0005895227,"about_ca_system_score_gemma":0.0006999916,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W4389612432","doi":"10.4337/9781800889866.00024","title":"Relations of consignor and consignee or mutual relations of third parties","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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":"Beneficiary; Business; Convention; Sine qua non; Law and economics; Law; Political science; Economics; Finance","score_opus":0.06258809214573101,"score_gpt":0.2378551873963501,"score_spread":0.17526709525061906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612432","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":[0.0004637191,0.000102018974,0.0003585321,0.0010043182,0.0011755724,0.00034278134,0.00016023454,0.00021458317,0.99617827],"genre_scores_gemma":[0.19980651,0.000021683494,0.0005079391,0.00048031594,0.0013711827,0.000019808433,0.00027923688,0.00010886962,0.79740447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980041,0.000012517604,0.00084819825,0.0003644574,0.00054509385,0.00022564405],"domain_scores_gemma":[0.9973514,0.0007331619,0.0008993085,0.00031134798,0.0006763006,0.000028449178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005399515,0.00029727875,0.0005204265,0.00057142635,0.00018584648,0.00060587213,0.0003421362,0.0003934668,0.00048312492],"category_scores_gemma":[0.0020423355,0.0002743577,0.0001617215,0.00006107358,0.0007502152,0.0011930665,0.00029620304,0.00047540772,0.0001299246],"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":[0.000035394958,0.000011554631,0.0005878506,0.00019211465,0.00015831956,0.000009322059,0.00021643586,0.000019327943,0.000014708015,0.8709921,0.12734911,0.00041372035],"study_design_scores_gemma":[0.00073571055,0.00004956072,0.000942446,0.000716405,0.00043235667,0.0000067742244,0.00030768858,0.0005154303,0.00003753687,0.3457006,0.64998114,0.000574333],"about_ca_topic_score_codex":0.00028060403,"about_ca_topic_score_gemma":0.00045824144,"teacher_disagreement_score":0.52529156,"about_ca_system_score_codex":0.000037844744,"about_ca_system_score_gemma":0.00019532554,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W4389612442","doi":"10.4337/9781800889866.00056","title":"Invalidity of contractual provisions","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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; Liability; Law; Business; Law and economics; Subject (documents); Political science; Economics; Computer science","score_opus":0.07241032119030004,"score_gpt":0.24144391865468984,"score_spread":0.16903359746438978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612442","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":[0.00008923599,0.000025783382,0.00021434698,0.0009704316,0.003368419,0.00037672545,0.00016986924,0.0004107268,0.99437445],"genre_scores_gemma":[0.06297049,0.000016822753,0.0001740281,0.002304295,0.009315728,0.000023914354,0.0009264292,0.00023253822,0.9240358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748343,0.000007936381,0.0007300012,0.0005098829,0.00091439614,0.0003543788],"domain_scores_gemma":[0.99771273,0.00027915832,0.0008291059,0.00046327896,0.00068042515,0.00003529572],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00078445545,0.0003890965,0.0005587658,0.0005211368,0.00016592152,0.0017507955,0.000958778,0.0004720427,0.0005037595],"category_scores_gemma":[0.0017392335,0.00037670502,0.00031241096,0.00004095231,0.00031877443,0.0015526082,0.00053196464,0.00075792294,0.0005469534],"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":[0.000016116683,0.000016160235,0.000044063214,0.00018514419,0.000110808316,0.000022741737,0.00003977041,0.0000046083214,0.0000122742495,0.791576,0.20474711,0.0032251556],"study_design_scores_gemma":[0.0003140779,0.00001308078,0.00014315013,0.00031737387,0.000106602834,0.0000017267599,0.000024521241,0.000120686746,0.000019552137,0.18917796,0.8093859,0.00037538583],"about_ca_topic_score_codex":0.0005624388,"about_ca_topic_score_gemma":0.00028167618,"teacher_disagreement_score":0.60463876,"about_ca_system_score_codex":0.000070444075,"about_ca_system_score_gemma":0.00014887293,"threshold_uncertainty_score":0.9998685},"labels":[],"label_agreement":null},{"id":"W4389612445","doi":"10.4337/9781800889866.00059","title":"Insurance","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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; Actuarial science; Casualty insurance; Insurance policy; Aviation; Obligation; Liability insurance; Convention; Bond insurance; Auto insurance risk selection; Law; Engineering; Political science","score_opus":0.03701257535940241,"score_gpt":0.27658594721434065,"score_spread":0.23957337185493824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612445","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":[0.0000605764,0.000030015104,0.00003016525,0.002000022,0.0034708339,0.0002128733,0.000087842025,0.0005094298,0.9935982],"genre_scores_gemma":[0.013905652,0.00004097647,0.0000828739,0.00053971366,0.0032961892,0.00001399862,0.000110442175,0.00007535469,0.9819348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978515,0.000046199766,0.00030052318,0.00036145942,0.0011106654,0.00032965207],"domain_scores_gemma":[0.9987925,0.000202243,0.00026126814,0.00022875922,0.00038642457,0.00012876434],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010649223,0.00020670012,0.00022412774,0.00020446086,0.00051418477,0.0015130837,0.0006710821,0.0005337706,0.00032644358],"category_scores_gemma":[0.0005722833,0.00022498741,0.000174899,0.000028104181,0.00017382666,0.0006777328,0.000109857516,0.00063089817,0.0010011536],"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":[0.0000038104301,0.0000020717093,0.000032794414,0.000009029111,0.000033191747,0.000012943372,0.001155899,8.7625443e-7,0.0000015647602,0.9286814,0.058358204,0.011708233],"study_design_scores_gemma":[0.000072085844,0.000007508625,0.00015021155,0.00012483443,0.000008552759,5.100864e-7,0.00003569852,0.0000015153436,0.0000050705366,0.18048878,0.81889147,0.00021376414],"about_ca_topic_score_codex":0.0019478044,"about_ca_topic_score_gemma":0.0054705036,"teacher_disagreement_score":0.7605333,"about_ca_system_score_codex":0.00025326834,"about_ca_system_score_gemma":0.0004328981,"threshold_uncertainty_score":0.99977666},"labels":[],"label_agreement":null},{"id":"W4389612478","doi":"10.4337/9781800889866.00046","title":"Right of recourse against third parties","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","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; Law and economics; Economics","score_opus":0.038970532001059995,"score_gpt":0.27488210162930415,"score_spread":0.23591156962824417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612478","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":[0.00030824883,0.00015264376,0.000010294405,0.0022777244,0.0034622308,0.00033247974,0.000069427624,0.0005437369,0.9928432],"genre_scores_gemma":[0.0047732405,0.00030438963,0.00009895969,0.0002688652,0.0019052491,0.000017258026,0.00006358146,0.000095069634,0.99247336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718183,0.00008955358,0.000608251,0.00046491734,0.0011603293,0.0004951353],"domain_scores_gemma":[0.9980114,0.00026468036,0.0005796081,0.00048386405,0.00042902096,0.00023139575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002063351,0.00031768085,0.0005366304,0.00035131973,0.0005653321,0.00096890563,0.0007268702,0.00083902816,0.00037118833],"category_scores_gemma":[0.00042477014,0.00032155172,0.0003566635,0.000055089884,0.0005252927,0.00065287173,0.00018468752,0.00081271573,0.00017181308],"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":[0.000017936545,0.000010339534,0.00002982488,0.00005493769,0.00014505307,0.000026130578,0.009299416,0.0000020217078,0.000011210198,0.79253983,0.1551336,0.04272972],"study_design_scores_gemma":[0.00013776704,0.000033305605,0.00003803859,0.00033888518,0.00005917939,4.6386558e-7,0.00042867803,0.000004360038,0.000033777927,0.038130004,0.9604635,0.000331993],"about_ca_topic_score_codex":0.0014496634,"about_ca_topic_score_gemma":0.0059854626,"teacher_disagreement_score":0.80533,"about_ca_system_score_codex":0.00016433926,"about_ca_system_score_gemma":0.00073751947,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W4389612497","doi":"10.4337/9781800889866.00042","title":"Jurisdiction","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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":"Jurisdiction; Convention; Paragraph; Law; Nationality; Political science; Subject (documents); Immigration; Library science; Computer science","score_opus":0.04470813652185561,"score_gpt":0.22621548286514506,"score_spread":0.18150734634328947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612497","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":[0.000016042584,0.000035287394,0.0003591608,0.001531037,0.007423844,0.0002403371,0.00003729773,0.0010997197,0.9892573],"genre_scores_gemma":[0.0058317473,0.00001870496,0.000093825045,0.0032433006,0.018378153,0.000020874537,0.0005781774,0.00023283296,0.9716024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976034,0.000004773989,0.00053442345,0.0006022721,0.00085855834,0.0003965262],"domain_scores_gemma":[0.9985152,0.00009179193,0.0005082575,0.0004314334,0.00042141133,0.00003191463],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005779241,0.00042542082,0.00038844458,0.0006545913,0.0002541641,0.003965495,0.0007829545,0.00052833796,0.0005955914],"category_scores_gemma":[0.00043352158,0.00043892828,0.00028391712,0.00004352777,0.0001784199,0.0019232495,0.00041752175,0.00082161155,0.0031660236],"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":[0.000009132796,0.000005567278,0.000021305634,0.00009328544,0.0000817113,0.000028166929,0.000020929378,0.000005022816,0.0000033051926,0.6986976,0.29561263,0.005421313],"study_design_scores_gemma":[0.00019081327,0.0000055051228,0.00008600675,0.00018564452,0.000080059224,0.0000024584094,0.0000101205615,0.00015894667,0.000003173513,0.21816947,0.78072166,0.00038615242],"about_ca_topic_score_codex":0.00032948412,"about_ca_topic_score_gemma":0.00018888895,"teacher_disagreement_score":0.48510903,"about_ca_system_score_codex":0.00012870178,"about_ca_system_score_gemma":0.0000738399,"threshold_uncertainty_score":0.9998062},"labels":[],"label_agreement":null},{"id":"W4389612517","doi":"10.4337/9781800889866.00016","title":"Description of air waybill","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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; Montreal Protocol; Protocol (science); Political science; Law; History; Meteorology; Geography; Medicine","score_opus":0.04860173016695298,"score_gpt":0.2684724464252705,"score_spread":0.21987071625831753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612517","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":[0.00020660092,0.000022319306,0.00010995726,0.0010743169,0.002602243,0.0002350978,0.00006495971,0.00025922194,0.9954253],"genre_scores_gemma":[0.051357146,0.000026903295,0.00015255806,0.00022535119,0.001622568,0.000009612528,0.00013434059,0.000057818062,0.9464137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979084,0.000053656513,0.00040191307,0.00030121117,0.0010757529,0.0002590286],"domain_scores_gemma":[0.9985423,0.00015322314,0.0004117291,0.00021647714,0.0005788705,0.000097384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012366582,0.00018474492,0.0002599603,0.00028499533,0.00027914834,0.00044347352,0.0005213873,0.00052187324,0.00022976432],"category_scores_gemma":[0.00052884046,0.0001950346,0.00020888838,0.000032247888,0.00019434573,0.0007462773,0.0001010159,0.00043859569,0.00019340402],"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":[0.000006914821,0.000004152102,0.000020425468,0.000020112666,0.0000428521,0.0000041472995,0.0017548435,0.000002661482,0.000019754892,0.9590282,0.033662647,0.0054332796],"study_design_scores_gemma":[0.000090338486,0.000018799215,0.00012559115,0.00019224844,0.000024730536,4.481412e-7,0.00010773753,0.000004970588,0.000041639,0.20057878,0.79862726,0.00018746812],"about_ca_topic_score_codex":0.0033986836,"about_ca_topic_score_gemma":0.0051157703,"teacher_disagreement_score":0.7649646,"about_ca_system_score_codex":0.0002660505,"about_ca_system_score_gemma":0.00038460884,"threshold_uncertainty_score":0.795328},"labels":[],"label_agreement":null},{"id":"W4389612525","doi":"10.4337/9781800889866.00017","title":"Documentation for multiple packages","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Consignment; Documentation; Convention; Business; Operations research; Forwarder; Operations management; Engineering; Computer science; Law; Political science; Marketing; Computer network","score_opus":0.0441477938265044,"score_gpt":0.3054593673995943,"score_spread":0.2613115735730899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612525","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":[0.000041999643,0.000017600225,0.00070495124,0.0021769933,0.0029554728,0.0006789793,0.000182959,0.0003848097,0.99285626],"genre_scores_gemma":[0.008098269,0.000025920117,0.0005460255,0.00037599914,0.003020062,0.00008523529,0.0006707417,0.000081914535,0.98709583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981988,0.000038307768,0.00031597464,0.0003588781,0.00077783153,0.00031017294],"domain_scores_gemma":[0.99838483,0.00058224396,0.00030675356,0.00016524066,0.00045857084,0.00010236487],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011204846,0.00019844055,0.00020485795,0.0002036192,0.0006070898,0.0019190428,0.00042072454,0.00042977015,0.00019780226],"category_scores_gemma":[0.0010192866,0.00021571491,0.00020705379,0.000019760773,0.00010661372,0.0009484617,0.000064865606,0.0002935358,0.00022632637],"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":[0.000011289331,0.0000029628,0.00001918152,0.000019784393,0.000050083094,0.000002088143,0.0016672013,0.0000018286925,0.000009872057,0.91068256,0.0757206,0.011812543],"study_design_scores_gemma":[0.00021181855,0.000018113755,0.000036494595,0.000087974266,0.000025758147,2.0031857e-7,0.00015212758,0.0000138247915,0.00004000079,0.19901322,0.8001909,0.00020957185],"about_ca_topic_score_codex":0.001610582,"about_ca_topic_score_gemma":0.007629252,"teacher_disagreement_score":0.7244703,"about_ca_system_score_codex":0.00029481418,"about_ca_system_score_gemma":0.00028352116,"threshold_uncertainty_score":0.9991171},"labels":[],"label_agreement":null},{"id":"W4389612554","doi":"10.4337/9781800889866.00011","title":"Carriage performed by state and carriage of postal items","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, logistics, and international trade","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":"Carriage; Convention; Liability; State (computer science); Law; Business; Political science; Medicine; Computer science","score_opus":0.02613063387101922,"score_gpt":0.20931019697285394,"score_spread":0.18317956310183472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612554","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":[0.0030187499,0.00015486455,0.000058876212,0.00045271826,0.002683224,0.00037703267,0.0005238733,0.0002275428,0.9925031],"genre_scores_gemma":[0.15458748,0.00006753185,0.000054238135,0.0010131511,0.003392285,0.000017219603,0.0009737663,0.00023862076,0.8396557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748355,0.000008810629,0.000689596,0.00058934063,0.0008044402,0.0004242792],"domain_scores_gemma":[0.99832726,0.00015931239,0.00067663676,0.00037002127,0.00041635815,0.000050438477],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00068295316,0.00046462027,0.00058270816,0.0004651013,0.0001755948,0.0020704512,0.00061659515,0.00035995262,0.00025608143],"category_scores_gemma":[0.00049215555,0.00046063765,0.0001963219,0.00003917397,0.00034559343,0.0015279934,0.0004991495,0.0006424418,0.000117201795],"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":[0.00008761014,0.000023610351,0.00059606356,0.0010436762,0.00047176823,0.00008067055,0.0004527638,0.0000071083937,0.00030863972,0.6313507,0.35743725,0.00814013],"study_design_scores_gemma":[0.00073514215,0.000034573386,0.00031944914,0.00041346782,0.00014742643,0.000005068085,0.00010192662,0.00027094324,0.00008560713,0.05780408,0.93934005,0.0007422623],"about_ca_topic_score_codex":0.001269327,"about_ca_topic_score_gemma":0.0003255633,"teacher_disagreement_score":0.5819028,"about_ca_system_score_codex":0.00007547149,"about_ca_system_score_gemma":0.00008300425,"threshold_uncertainty_score":0.9997845},"labels":[],"label_agreement":null},{"id":"W4389612603","doi":"10.4337/9781800889866.00067","title":"Index","year":2023,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Index (typography); Convention; Liability; Political science; Law; History; Computer science; World Wide Web","score_opus":0.031205364330886543,"score_gpt":0.30981919716506895,"score_spread":0.2786138328341824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389612603","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":[0.00021255077,0.00005054174,0.0002126815,0.002832055,0.017372197,0.0002547799,0.00010855597,0.00028860423,0.97866803],"genre_scores_gemma":[0.023272188,0.00004545819,0.000051052048,0.000731659,0.008609803,0.000050668576,0.00050312985,0.000070379494,0.9666657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721956,0.00023251263,0.00033169473,0.000418752,0.0012744729,0.0005230185],"domain_scores_gemma":[0.99862576,0.00025575477,0.00028370487,0.00024560755,0.0004261429,0.00016304309],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014391143,0.00022039139,0.00026329875,0.00031876477,0.00069721485,0.0033923308,0.0009886643,0.00074641034,0.0022963001],"category_scores_gemma":[0.000973801,0.00023354607,0.00017660549,0.00016697496,0.00014987051,0.0008106051,0.00016483982,0.0008493459,0.016302316],"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":[0.000004411183,0.000006396343,0.000019463789,0.00001631319,0.000039649694,0.000004835343,0.0021136822,0.000008855087,0.0000019357317,0.08759785,0.90549177,0.0046948227],"study_design_scores_gemma":[0.00011096973,0.000008424368,0.000118544485,0.00011274976,0.000010238958,3.9000184e-7,0.00032457744,0.000012096671,0.00001462248,0.004117247,0.99490213,0.00026801863],"about_ca_topic_score_codex":0.02030548,"about_ca_topic_score_gemma":0.00943795,"teacher_disagreement_score":0.089410335,"about_ca_system_score_codex":0.0004044372,"about_ca_system_score_gemma":0.001055369,"threshold_uncertainty_score":0.99861574},"labels":[],"label_agreement":null},{"id":"W4389668484","doi":"10.4337/9781800377363.ch64","title":"Portuguese banking crisis of 1876","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Islamic Finance and Banking 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":"Devaluation; Portuguese; Position (finance); Financial system; Debt; Period (music); Government (linguistics); Debt crisis; Payment; Government debt; Business; Economics; Quarter (Canadian coin); Financial crisis; Economic policy; Monetary economics; Finance; Currency; Geography; Keynesian economics","score_opus":0.025957211571013356,"score_gpt":0.21724106505769575,"score_spread":0.1912838534866824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668484","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":[0.0006520692,0.00032951802,0.000039177074,0.001023157,0.0030051975,0.00032746888,0.000026476167,0.00069441827,0.9939025],"genre_scores_gemma":[0.046054833,0.00011855283,0.00020458434,0.0028674472,0.007820906,0.00003963919,0.00029656067,0.0004501844,0.9421473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968709,0.000006114946,0.00085610483,0.000735396,0.0009306229,0.00060089596],"domain_scores_gemma":[0.99742943,0.00010376525,0.001131624,0.0007287261,0.00059800723,0.000008465901],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010353017,0.00061743055,0.00093744165,0.0010256058,0.00028103386,0.0011413539,0.0009596188,0.00054398546,0.00024987955],"category_scores_gemma":[0.00034912486,0.000603053,0.00045658302,0.00013111529,0.00016291565,0.0016071614,0.0010470483,0.00086450693,0.00050712813],"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":[0.000015195532,0.000008864515,0.00006434782,0.0005192451,0.00019952969,0.0000716852,0.00016058398,0.000002585595,0.000009358755,0.6239894,0.3267016,0.048257597],"study_design_scores_gemma":[0.00036001677,0.000013655168,0.00047867518,0.0012411879,0.00027084647,0.0000027911938,0.00007980938,0.000023903815,0.000019829993,0.3059885,0.6907288,0.0007920365],"about_ca_topic_score_codex":0.00057131797,"about_ca_topic_score_gemma":0.0002456019,"teacher_disagreement_score":0.36402714,"about_ca_system_score_codex":0.00006899017,"about_ca_system_score_gemma":0.00009079201,"threshold_uncertainty_score":0.9998956},"labels":[],"label_agreement":null},{"id":"W4389668576","doi":"10.4337/9781035312771.00024","title":"The Andean countries and Southern Cone","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Relations in Latin America","field":"Social Sciences","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":"Indigenous; Geography; Cone (formal languages); Deforestation (computer science); Politics; Political science; Economy; International trade; Development economics; Economics; Ecology","score_opus":0.024870413349094875,"score_gpt":0.27816042912209665,"score_spread":0.25329001577300175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668576","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":[0.000032882395,0.0002262264,0.000046613302,0.005499715,0.0015542554,0.00027927288,0.00008703771,0.00029379738,0.9919802],"genre_scores_gemma":[0.0034355486,0.00021496847,0.00013740752,0.00050463714,0.0012719473,0.000018207347,0.000026962389,0.00007760877,0.9943127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978272,0.00008325602,0.00033414393,0.0003299576,0.0010796819,0.00034576803],"domain_scores_gemma":[0.9971865,0.001648917,0.00033394943,0.00029107014,0.0004217798,0.00011782352],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018833709,0.00021761267,0.00022611834,0.00013962665,0.0017417347,0.0030766039,0.0006486233,0.00038990474,0.00025046745],"category_scores_gemma":[0.001657843,0.00017897936,0.00009666026,0.00002976615,0.0014365349,0.00031951233,0.00022115673,0.0007210742,0.00042402188],"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":[0.000006540526,8.3764866e-7,0.00003063907,0.0000045205566,0.000078331075,0.000005003316,0.006106525,9.3450285e-7,2.0222696e-7,0.93675685,0.0410664,0.015943214],"study_design_scores_gemma":[0.000076102595,0.000009814676,0.000013989998,0.00007506111,0.00002313462,0.0000013830067,0.00085096754,0.000011977528,4.213122e-7,0.1560344,0.84272474,0.00017804312],"about_ca_topic_score_codex":0.000915925,"about_ca_topic_score_gemma":0.0026055954,"teacher_disagreement_score":0.80165833,"about_ca_system_score_codex":0.00018875321,"about_ca_system_score_gemma":0.0004457308,"threshold_uncertainty_score":0.99955785},"labels":[],"label_agreement":null},{"id":"W4389668750","doi":"10.4337/9781035312771.00014","title":"The Arctic, a growing commodity extraction frontier","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Geography; Population; Arctic; Climate change; Indigenous; Permafrost; Earth science; Physical geography; Economy; Oceanography; Geology; Ecology","score_opus":0.06127946419336989,"score_gpt":0.33384120266823036,"score_spread":0.2725617384748605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668750","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":[0.00010117948,0.00030631243,0.00009523357,0.0060250447,0.019255588,0.0014658174,0.00008766499,0.00059214747,0.972071],"genre_scores_gemma":[0.0023513362,0.0002611336,0.00011572298,0.0023961347,0.0050037997,0.0003283773,0.00014578304,0.00024991963,0.9891478],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955424,0.00039218142,0.0009935588,0.00062707986,0.00060722244,0.0018375593],"domain_scores_gemma":[0.99465,0.002718754,0.00082944107,0.0008846636,0.00072704966,0.000190095],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0049697496,0.0004971001,0.00071812497,0.00020152867,0.017443968,0.0004322635,0.0008093576,0.0014469344,0.00036703193],"category_scores_gemma":[0.0014226837,0.00038351858,0.00032982673,0.00003271464,0.00019871719,0.00052576675,0.0010958725,0.0061647384,0.0019657426],"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":[0.00007560282,0.000009902508,0.00027119316,0.00026114334,0.00049185654,0.000053275755,0.014226749,0.000001681093,0.000002479924,0.21229553,0.7579345,0.014376067],"study_design_scores_gemma":[0.00031234697,0.000050674378,0.0003163581,0.00028708574,0.00010127208,0.0000051536617,0.0047804373,0.000011884952,6.2750075e-7,0.039143197,0.9546181,0.00037286666],"about_ca_topic_score_codex":0.0035505358,"about_ca_topic_score_gemma":0.046062455,"teacher_disagreement_score":0.19668357,"about_ca_system_score_codex":0.0012656567,"about_ca_system_score_gemma":0.00082420214,"threshold_uncertainty_score":0.99986166},"labels":[],"label_agreement":null},{"id":"W4389668780","doi":"10.4337/9781035312771.00027","title":"Working-class environmentalism","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","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":"Environmentalism; Work (physics); Political science; Class conflict; Working class; Wage; Politics; Political economy; Sociology; Law; Engineering","score_opus":0.029580231042104006,"score_gpt":0.23691445985081183,"score_spread":0.20733422880870783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668780","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":[0.00008181071,0.00010796752,0.000009967401,0.0020627927,0.0053260736,0.00034160374,0.0000640851,0.0005423633,0.99146336],"genre_scores_gemma":[0.0056630205,0.00016206433,0.00012360394,0.0012419313,0.0047316053,0.000018083425,0.000112575755,0.0001806162,0.9877665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965479,0.000065252156,0.00043686453,0.00070322223,0.0014868369,0.00075995596],"domain_scores_gemma":[0.99851143,0.00012184718,0.00043644995,0.0005827103,0.00005581628,0.00029174713],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008609491,0.00046011203,0.00046397126,0.00019807857,0.00071868935,0.0022494486,0.0012628753,0.0011833261,0.0011486065],"category_scores_gemma":[0.00019074116,0.00047028295,0.00030661115,0.000039860046,0.0005360494,0.00077881076,0.00040835713,0.0013667489,0.0010188735],"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":[0.0000072052553,0.000003034712,0.00006689757,0.000012178259,0.000089672874,0.00006457231,0.0054601445,0.0000018310895,0.000010168916,0.53855544,0.43103957,0.024689289],"study_design_scores_gemma":[0.00014233353,0.00001529395,0.000075895216,0.00020488289,0.00003761981,0.0000018726782,0.00023893868,9.793413e-7,0.000019234867,0.08998615,0.90879506,0.00048172096],"about_ca_topic_score_codex":0.0009873944,"about_ca_topic_score_gemma":0.0020878064,"teacher_disagreement_score":0.47775552,"about_ca_system_score_codex":0.00054211647,"about_ca_system_score_gemma":0.0003241881,"threshold_uncertainty_score":0.9997749},"labels":[],"label_agreement":null},{"id":"W4389668920","doi":"10.4337/9781800377363.ch14","title":"Canada’s asset-backed commercial paper crisis","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","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; Asset (computer security); Financial system; Computer science; Computer security","score_opus":0.04038145174725486,"score_gpt":0.21269346342096299,"score_spread":0.17231201167370813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389668920","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":[0.000198415,0.0003109829,0.000018475848,0.0071033007,0.0047942414,0.00029919628,0.0032749476,0.00025247928,0.98374796],"genre_scores_gemma":[0.0165394,0.000075615746,0.0000796707,0.01158936,0.0029683416,0.00003283282,0.00048729283,0.00035280286,0.9678747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966443,0.000029802584,0.0014058723,0.0010266267,0.000089244204,0.0008041138],"domain_scores_gemma":[0.99711764,0.00029115897,0.0009899065,0.0011536623,0.00007908215,0.00036853773],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014256119,0.00066333375,0.0012515178,0.0005285948,0.00033769145,0.0012735894,0.0012582893,0.00091820606,0.003074645],"category_scores_gemma":[0.0003360875,0.00085786905,0.0004279874,0.000041542626,0.00011187819,0.0007566654,0.0004038861,0.0014648536,0.0029748252],"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":[0.000009704833,0.0000034793259,0.00003380526,0.000029423394,0.00015024333,0.000023961195,0.00017115643,0.0000021658054,1.9050175e-7,0.5567313,0.44176152,0.0010830562],"study_design_scores_gemma":[0.00025469536,0.000016899332,0.00014935479,0.000040417952,0.000018369135,0.000005991921,0.000023396407,0.0000046673676,0.0000034150619,0.33677143,0.66208726,0.0006240867],"about_ca_topic_score_codex":0.4196173,"about_ca_topic_score_gemma":0.6473287,"teacher_disagreement_score":0.22771138,"about_ca_system_score_codex":0.00076781085,"about_ca_system_score_gemma":0.0009738941,"threshold_uncertainty_score":0.9997632},"labels":[],"label_agreement":null},{"id":"W4389669744","doi":"10.4337/9781802204056.00011","title":"Supports and services for students with disabilities in postsecondary education in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disability Education and Employment","field":"Social Sciences","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":"Postsecondary education; Legislation; Residence; Special education; Medical education; Psychology; Autism spectrum disorder; Higher education; Autism; Political science; Pedagogy; Medicine; Sociology; Psychiatry; Law","score_opus":0.022719689253899486,"score_gpt":0.3052165131826501,"score_spread":0.2824968239287506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389669744","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":[0.2377604,0.000083676045,3.791528e-7,0.0053349123,0.0020450028,0.0017193353,0.00012006356,0.00007535418,0.7528609],"genre_scores_gemma":[0.216327,0.000028245238,0.000063916006,0.0012287095,0.00039800917,0.00027759583,0.0002902352,0.00007751417,0.78130877],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801975,0.000055875746,0.00039946276,0.00047445306,0.0006708701,0.0003795972],"domain_scores_gemma":[0.99891365,0.00036149847,0.00014796053,0.00024591872,0.0001438568,0.00018709736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010519685,0.000223652,0.000310301,0.000210338,0.00016426544,0.0009595709,0.00043269905,0.00017861488,0.00014568902],"category_scores_gemma":[0.00019017259,0.00022725758,0.000036534628,0.00004168988,0.00017037783,0.0005628253,0.00009989706,0.00030442432,0.0000037047994],"study_design_candidate":"not_applicable","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":[0.00012721123,0.00020934969,0.53084296,0.0015012949,0.000117107644,0.00000957247,0.15249576,0.0000061850587,4.5138523e-7,0.16507447,0.05538714,0.0942285],"study_design_scores_gemma":[0.00053631235,0.000058760652,0.04982839,0.0009672624,0.000030149244,0.0000013128288,0.12584482,0.0000019906877,0.0000013588666,0.048666082,0.7734069,0.00065664074],"about_ca_topic_score_codex":0.9163085,"about_ca_topic_score_gemma":0.9986169,"teacher_disagreement_score":0.7180198,"about_ca_system_score_codex":0.0016058111,"about_ca_system_score_gemma":0.0113199605,"threshold_uncertainty_score":0.9942849},"labels":[],"label_agreement":null},{"id":"W4389669783","doi":"10.4337/9781802204056.00019","title":"Changing times: emerging technologies for students with disabilities in higher education","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Dawson College; Jewish General Hospital","funders":"","keywords":"Usability; Emerging technologies; Computer science; Variety (cybernetics); Mainstream; Closed captioning; Multimedia; Assistive technology; World Wide Web; Human–computer interaction; Political science; Artificial intelligence","score_opus":0.05986809579682349,"score_gpt":0.3356308639837543,"score_spread":0.2757627681869308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389669783","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":[0.0033715898,0.00015111327,0.0000062684794,0.0030587325,0.0019074307,0.0017951202,0.000093653405,0.0016815315,0.9879346],"genre_scores_gemma":[0.08824368,0.000013298132,0.00019901207,0.000112744514,0.0006452288,0.00062313635,0.000113762784,0.00016043914,0.9098887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99628276,0.00004678883,0.00061495067,0.00090234855,0.0012444328,0.00090872677],"domain_scores_gemma":[0.99778944,0.00079038506,0.00032730863,0.0006489141,0.00033607386,0.00010787038],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017859908,0.0004874643,0.00059484807,0.0009271195,0.0005154706,0.0038633111,0.0016605986,0.0006424415,0.00015850709],"category_scores_gemma":[0.001588981,0.00046137557,0.00021918754,0.00019240576,0.001078436,0.0023995868,0.00056768896,0.000614829,0.000042081734],"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":[0.000038505368,0.00006743962,0.0021974207,0.0004125404,0.00009697275,0.0000018982273,0.01970027,0.0000028081463,3.250077e-7,0.9239544,0.005961733,0.047565654],"study_design_scores_gemma":[0.00025007228,0.00007081055,0.00011628889,0.0011735776,0.000044479708,4.0335243e-7,0.07288881,0.0000011170463,0.0000067932933,0.5438976,0.380886,0.00066404394],"about_ca_topic_score_codex":0.0005536092,"about_ca_topic_score_gemma":0.0044601955,"teacher_disagreement_score":0.3800568,"about_ca_system_score_codex":0.0009570148,"about_ca_system_score_gemma":0.00084772095,"threshold_uncertainty_score":0.9997838},"labels":[],"label_agreement":null},{"id":"W4389687090","doi":"10.4337/9781802204056.00025","title":"Higher education for students with intellectual disability: expanding research, policy, and practice","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credential; Legislation; Political science; Accreditation; Higher education; Economic growth; Public relations; Public administration","score_opus":0.19379955345376831,"score_gpt":0.4683299056216812,"score_spread":0.2745303521679129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389687090","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":[0.0007829492,0.000060504906,0.000012832913,0.035547424,0.0018167233,0.0017076253,0.00002612967,0.00024774414,0.95979804],"genre_scores_gemma":[0.017215649,0.00006245337,0.00039863214,0.0010519881,0.0037626217,0.00038574438,0.00007964588,0.00011452784,0.9769287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958299,0.00040090835,0.00039290442,0.0007734281,0.001951015,0.0006518666],"domain_scores_gemma":[0.99148446,0.006303076,0.00020893409,0.0004999871,0.001073494,0.00043003183],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007924025,0.0002833236,0.00032418102,0.00036871075,0.0011517183,0.0046542776,0.0007988064,0.00040732426,0.00022221322],"category_scores_gemma":[0.017431986,0.00026895944,0.00009310472,0.0001427221,0.0013676668,0.0010668131,0.00035853405,0.00075086294,0.00006276982],"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":[0.0001350417,0.000142209,0.00018547665,0.00010279045,0.00011472437,5.834198e-7,0.040386144,1.698743e-7,8.573571e-7,0.79511195,0.12971707,0.034103],"study_design_scores_gemma":[0.00019468358,0.0001148746,0.00014045875,0.00024837526,0.000049495844,0.0000013507645,0.013934978,1.7850715e-7,0.0000013815679,0.08926666,0.8957718,0.00027578042],"about_ca_topic_score_codex":0.005238659,"about_ca_topic_score_gemma":0.0034346008,"teacher_disagreement_score":0.7660547,"about_ca_system_score_codex":0.0017091857,"about_ca_system_score_gemma":0.0032143726,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W4389726401","doi":"10.4337/9781803921327.00026","title":"Afro-centric law and technology discourse","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":1,"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":"University of Cape Town; National Research Foundation; Social Sciences and Humanities Research Council of Canada; Fondations communautaires du Canada; International Development Research Centre","keywords":"Political science; Sociology; Linguistics; Philosophy","score_opus":0.025234994072821922,"score_gpt":0.2850567588394379,"score_spread":0.25982176476661595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389726401","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":[0.000026131816,0.0010734011,0.000011961724,0.0058769863,0.0025559808,0.000520832,0.0000870737,0.0014607626,0.98838687],"genre_scores_gemma":[0.027543895,0.0000983581,0.00035113306,0.00050111813,0.0020369233,0.00003532892,0.000037406928,0.00019081662,0.969205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996504,0.00008476774,0.00047048295,0.00088023324,0.0011373427,0.0009231737],"domain_scores_gemma":[0.99789935,0.0003103203,0.00035157442,0.0007364406,0.00031617077,0.00038616153],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013113368,0.0004678861,0.0006085198,0.00069236115,0.00095559243,0.002461731,0.0013712961,0.0016183382,0.00021166097],"category_scores_gemma":[0.0011143746,0.00048073137,0.00015058971,0.00018547488,0.0023324701,0.0008017287,0.00085486606,0.0017184099,0.0005361616],"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":[0.0000046780046,0.0000054718203,0.000024297347,0.000024939358,0.000070580885,0.000105990126,0.013819807,1.194219e-7,0.000001315537,0.9480163,0.02883537,0.009091163],"study_design_scores_gemma":[0.00016194816,0.000022986005,0.0000012749874,0.00013842933,0.00006709605,0.0000024566896,0.0010603023,0.0000012201489,0.0000045054826,0.19363698,0.8044737,0.00042908668],"about_ca_topic_score_codex":0.0013187781,"about_ca_topic_score_gemma":0.0029965264,"teacher_disagreement_score":0.77563834,"about_ca_system_score_codex":0.0002990728,"about_ca_system_score_gemma":0.00047847416,"threshold_uncertainty_score":0.99976444},"labels":[],"label_agreement":null},{"id":"W4390121746","doi":"10.4337/9781800885691.ch22","title":"Feminism and population health","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Obesity and Health Practices","field":"Health Professions","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":"Intersectionality; Feminism; Reproductive health; Gender studies; Health care; Health equity; Context (archaeology); Sociology; Health policy; Population; Public health; Political science; Social determinants of health; Public relations; Medicine; Geography; Nursing","score_opus":0.10498725131869395,"score_gpt":0.40565843919331995,"score_spread":0.300671187874626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390121746","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":[0.00018548507,0.0005909817,0.000021733544,0.013980324,0.0036448934,0.0014942028,0.00011134651,0.000898847,0.9790722],"genre_scores_gemma":[0.0024408333,0.0006945558,0.00049640285,0.011433229,0.0029329415,0.00007645691,0.00048794918,0.00023770868,0.9811999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578345,0.00043919135,0.0012678602,0.00078513654,0.0007375042,0.0009868452],"domain_scores_gemma":[0.995265,0.0016617364,0.0016289153,0.0006335937,0.0002311062,0.0005796593],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004541942,0.00046586545,0.00088397344,0.0005074514,0.0024243786,0.0003860384,0.00038107656,0.0015640836,0.00060341],"category_scores_gemma":[0.0005994877,0.0004753986,0.00011759237,0.00003955932,0.00008589607,0.00092814676,0.00047848406,0.0045053014,0.0017632004],"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":[0.000043132724,0.000009751502,0.0011760806,0.0031800072,0.000085014326,0.000020360409,0.0066500776,2.9718257e-7,4.5495264e-7,0.52290577,0.4218344,0.04409467],"study_design_scores_gemma":[0.00043434458,0.000093896866,0.0059640524,0.0023212493,0.000041695184,0.000004207173,0.00045261378,0.000009070992,1.1196937e-7,0.056317005,0.9339695,0.00039228052],"about_ca_topic_score_codex":0.0038967044,"about_ca_topic_score_gemma":0.006767699,"teacher_disagreement_score":0.5121351,"about_ca_system_score_codex":0.0004534468,"about_ca_system_score_gemma":0.0013581789,"threshold_uncertainty_score":0.99976975},"labels":[],"label_agreement":null},{"id":"W4391035600","doi":"10.4337/9781035312559.00009","title":"Forms of rationality facing uncertainty: wisdom's possible key role in antifragility","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Courage; Rationality; Epistemology; Certainty; HAMLET (protein complex); Logos Bible Software; Metis; Virtue; Interpretation (philosophy); Face (sociological concept); Meaning (existential); Philosophy; Aesthetics; Sociology; Law; Political science; Literature; Art; Computer science; Social science","score_opus":0.022110210050102948,"score_gpt":0.2927091020242857,"score_spread":0.27059889197418274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391035600","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":[0.016439598,0.0002859414,0.00009935119,0.0012855069,0.0015312227,0.0014498698,0.00015139334,0.00030631173,0.97845083],"genre_scores_gemma":[0.6585798,0.0000044292933,0.00008759437,0.000102970225,0.0008854956,0.000047968337,0.0002333837,0.00008068822,0.33997762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.994406,0.00028181396,0.0016717651,0.0010199763,0.0018540502,0.0007664253],"domain_scores_gemma":[0.9961508,0.0004339225,0.000799298,0.00085379346,0.0015924331,0.00016977922],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00969638,0.00053577626,0.00096648326,0.0008793495,0.0005858548,0.0017805289,0.0010741083,0.00096633553,0.0002637904],"category_scores_gemma":[0.0022686129,0.00053515,0.00036646676,0.00027843044,0.00082780403,0.0016679296,0.00039209536,0.0016259637,0.000028978251],"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":[0.000027052292,0.00002677311,0.0020906597,0.00059188553,0.000085222884,0.000012807949,0.026270142,0.0000940815,0.0000140156,0.96579814,0.0018431632,0.0031460759],"study_design_scores_gemma":[0.0002703506,0.000032615048,0.00056550413,0.0005220008,0.000035090397,0.0000017773951,0.0043336223,0.00011986484,0.000027408056,0.70319134,0.290367,0.00053340703],"about_ca_topic_score_codex":0.022905624,"about_ca_topic_score_gemma":0.042082414,"teacher_disagreement_score":0.64214027,"about_ca_system_score_codex":0.0019934697,"about_ca_system_score_gemma":0.0026469412,"threshold_uncertainty_score":0.99971},"labels":[],"label_agreement":null},{"id":"W4391098053","doi":"10.4337/9781803924410.00009","title":"The show's over at Cirque du Soleil","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","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":"Cirque; Art; Geology; Geomorphology","score_opus":0.024398973373385993,"score_gpt":0.19886054188039706,"score_spread":0.17446156850701106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098053","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":[0.00016644724,0.016757503,0.000022036886,0.00525151,0.007828918,0.00034214687,0.00032328226,0.00018431366,0.96912384],"genre_scores_gemma":[0.006350286,0.0010786826,0.000028041952,0.0008702269,0.003216085,0.00006508297,0.00006323146,0.00019278828,0.9881356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974412,0.000007244156,0.0008934669,0.00088123704,0.00016875142,0.00060815754],"domain_scores_gemma":[0.9980829,0.00031904795,0.0004856404,0.0008392178,0.00009019913,0.00018299092],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031807,0.00053600373,0.000791533,0.00031902557,0.00070658105,0.0026538838,0.0007827653,0.0005517521,0.00073734665],"category_scores_gemma":[0.00041873538,0.00046079647,0.0005270115,0.000034098055,0.00032581654,0.00031826488,0.0009336527,0.001107395,0.0024572196],"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":[0.000008327994,0.0000031578345,0.00010326083,0.00005064946,0.00023841797,0.000028064303,0.0005582254,3.960529e-7,0.0000010422771,0.6008908,0.39600635,0.0021113162],"study_design_scores_gemma":[0.00020075498,0.00002441543,0.00009962533,0.00010521371,0.000034647335,0.000012224312,0.000024562136,0.000024421224,0.0000060221955,0.20761748,0.791423,0.00042762494],"about_ca_topic_score_codex":0.00017435796,"about_ca_topic_score_gemma":0.0011289223,"teacher_disagreement_score":0.39541665,"about_ca_system_score_codex":0.00046202785,"about_ca_system_score_gemma":0.000087679706,"threshold_uncertainty_score":0.99978435},"labels":[],"label_agreement":null},{"id":"W4391098074","doi":"10.4337/9781802203691.00022","title":"Occupational hazards: harassment and womens work as sport coaches","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Workplace Violence and Bullying","field":"Social Sciences","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":"Harassment; Work (physics); Psychology; Engineering; Social psychology; Mechanical engineering","score_opus":0.027889122075411745,"score_gpt":0.2854356704319093,"score_spread":0.2575465483564976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098074","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":[0.0064552305,0.0010279007,0.000008589141,0.0024783707,0.0019881725,0.0004780729,0.00004152321,0.0003945743,0.98712754],"genre_scores_gemma":[0.05904612,0.00019023471,0.00027617818,0.0008825311,0.0026625732,0.000052439755,0.000096007185,0.00009901689,0.9366949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967007,0.00003111962,0.00047311254,0.0007957044,0.0013651552,0.00063422363],"domain_scores_gemma":[0.99869096,0.00016786144,0.00025711706,0.000339769,0.00018417418,0.00036013403],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018404552,0.00044338245,0.0004772991,0.00037240895,0.0007616064,0.004018096,0.0005731066,0.00075438194,0.000507846],"category_scores_gemma":[0.00015402543,0.00043759253,0.00020623596,0.00007641592,0.0004998645,0.00068698917,0.0003108001,0.0011665351,0.0004495586],"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":[0.000059417514,0.000014446984,0.004872301,0.00009346711,0.00025431908,0.00015814802,0.0076699043,0.0000018667473,0.0000026528896,0.8819617,0.0737179,0.031193877],"study_design_scores_gemma":[0.000113282615,0.000030788226,0.00019537171,0.001154612,0.00009001811,0.000005548412,0.0022629125,0.0000014927001,0.0000040150594,0.053288497,0.94233024,0.00052321865],"about_ca_topic_score_codex":0.0005694209,"about_ca_topic_score_gemma":0.00039627161,"teacher_disagreement_score":0.86861235,"about_ca_system_score_codex":0.00043686328,"about_ca_system_score_gemma":0.0015068579,"threshold_uncertainty_score":0.9998076},"labels":[],"label_agreement":null},{"id":"W4391098362","doi":"10.4337/9781803926742.00035","title":"City branding and sustainable urban development","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Environmental planning; Sustainable development; Geography; Business; Political science","score_opus":0.034561606214325045,"score_gpt":0.28404881289901046,"score_spread":0.2494872066846854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098362","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":[0.00021875091,0.00087275176,0.000015518117,0.002052087,0.00081700203,0.0006009028,0.000010347195,0.00042697674,0.99498564],"genre_scores_gemma":[0.014543414,0.0000579183,0.00039304473,0.00013659132,0.0016218973,0.000019548112,0.000017849003,0.00009771791,0.98311204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959361,0.000064979,0.00036905942,0.0007984882,0.0016568794,0.0011744988],"domain_scores_gemma":[0.9983424,0.00024567868,0.00015362323,0.00035302612,0.00039124064,0.00051406474],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039142673,0.00038630093,0.00042912381,0.0006896134,0.0014806733,0.008659661,0.00095878565,0.00066492934,0.0007913802],"category_scores_gemma":[0.00073132524,0.00040529948,0.0001419391,0.00006486441,0.0005499013,0.0012769472,0.0013542349,0.0014777997,0.00022137004],"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":[0.000010451495,0.000004807774,0.00003158693,0.00014986421,0.000129784,0.0006402301,0.0076882485,9.969096e-8,8.413609e-7,0.81861925,0.16326925,0.009455564],"study_design_scores_gemma":[0.00014468159,0.000015971242,0.000014807845,0.00025997433,0.00003577286,0.0000024471208,0.0020529523,0.0000012495078,0.00001396306,0.10848429,0.88855755,0.00041635724],"about_ca_topic_score_codex":0.002230267,"about_ca_topic_score_gemma":0.000916684,"teacher_disagreement_score":0.7252883,"about_ca_system_score_codex":0.0009290556,"about_ca_system_score_gemma":0.0017599633,"threshold_uncertainty_score":0.9998399},"labels":[],"label_agreement":null},{"id":"W4391098382","doi":"10.4337/9781803926742.00015","title":"Social and cultural sustainability in urban destinations","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Sustainability; Destinations; Social sustainability; Cultural sustainability; Geography; Sociology; Environmental planning; Archaeology; Ecology; Tourism","score_opus":0.09013599060863763,"score_gpt":0.2653945770771837,"score_spread":0.17525858646854608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098382","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":[0.00096327026,0.00029190147,9.167193e-7,0.0040785884,0.0004962197,0.00043812132,0.0000390978,0.00021826824,0.9934736],"genre_scores_gemma":[0.11490342,0.000004714661,0.000013769022,0.00014440143,0.0017079058,0.000031227297,0.00020567467,0.00004040635,0.88294846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987322,0.000023178336,0.00033027492,0.0003908694,0.0002772472,0.00024622382],"domain_scores_gemma":[0.99931616,0.000059261645,0.00010699206,0.00014330036,0.0003252875,0.00004900977],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00037316827,0.00028111984,0.0002552012,0.00022047087,0.0003780234,0.004721104,0.00022725719,0.00019630502,0.00046280026],"category_scores_gemma":[0.000111053225,0.00024388339,0.000111202484,0.000013664753,0.0002599701,0.0012344687,0.0002733708,0.0006871913,0.000023365546],"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":[0.000006274211,0.0000037806612,0.000026330736,0.00022893042,0.000030291869,0.0000130538365,0.02860833,1.5167561e-7,2.546813e-7,0.8459366,0.11976221,0.005383796],"study_design_scores_gemma":[0.00009721437,0.00001440627,0.00008601896,0.000081319326,0.00003961556,6.5843693e-7,0.0014351935,0.000020206773,2.0325164e-7,0.2685781,0.7294199,0.00022717651],"about_ca_topic_score_codex":0.0006655304,"about_ca_topic_score_gemma":0.007589519,"teacher_disagreement_score":0.6096577,"about_ca_system_score_codex":0.00023572291,"about_ca_system_score_gemma":0.000049327144,"threshold_uncertainty_score":0.9963121},"labels":[],"label_agreement":null},{"id":"W4391098478","doi":"10.4337/9781839109652.00014","title":"Anti-eviction mobilizations in Barcelona, Montreal, and New York City","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Université du Québec à Montréal","funders":"","keywords":"Eviction; Negotiation; Political science; Public administration; Political economy; Economy; Sociology; Law; Economics","score_opus":0.049215854831952656,"score_gpt":0.21770512910037804,"score_spread":0.1684892742684254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098478","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":[0.002791202,0.008408726,0.00053141994,0.00062570145,0.0017854462,0.0004116173,0.00026817224,0.00023078249,0.9849469],"genre_scores_gemma":[0.08373781,0.00095316547,0.00038781267,0.0005230966,0.001115118,0.000025074081,0.00022896963,0.00019831747,0.91283065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743354,0.000009695016,0.0009564192,0.0010352929,0.00010968001,0.00045534983],"domain_scores_gemma":[0.99868613,0.00006298494,0.00043205614,0.0005540494,0.000048566915,0.00021620342],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005508039,0.00047374907,0.0008745645,0.00096079917,0.00023920376,0.0013323509,0.00036808618,0.0007680906,0.00028502484],"category_scores_gemma":[0.000043399406,0.00058427546,0.00020710756,0.000105401836,0.00011105143,0.0006778697,0.00027165058,0.001018782,0.00021210786],"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":[0.000009112407,0.0000188589,0.0008857439,0.00012797034,0.00008937045,0.000038593073,0.002944743,0.000039584047,0.0000024372805,0.9476063,0.040616665,0.0076206136],"study_design_scores_gemma":[0.00033462862,0.000027797469,0.0014020745,0.00028893168,0.00002235246,0.000012789458,0.00001393955,0.00025936053,0.0000030271303,0.13747582,0.85963625,0.00052301184],"about_ca_topic_score_codex":0.006742032,"about_ca_topic_score_gemma":0.0042323493,"teacher_disagreement_score":0.8190196,"about_ca_system_score_codex":0.00026402462,"about_ca_system_score_gemma":0.00014078076,"threshold_uncertainty_score":0.99987215},"labels":[],"label_agreement":null},{"id":"W4391098482","doi":"10.4337/9781839109652.00021","title":"Gentrification, resistance, and the reconceptualization of community through place-based social media: the future will not be Instagrammed","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Resistance (ecology); Sociology; Civil engineering; Engineering; Ecology; Biology","score_opus":0.08892524120397675,"score_gpt":0.33185744086532126,"score_spread":0.2429321996613445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391098482","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":[0.00014172657,0.0025524898,0.0013656237,0.081080526,0.0021149195,0.0009691839,0.00033021485,0.0001580607,0.91128725],"genre_scores_gemma":[0.06987553,0.0011711495,0.004887428,0.011495964,0.011580839,0.00030889775,0.00082571886,0.0003473918,0.8995071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944381,0.0031044553,0.000691542,0.0003228334,0.0011117691,0.00033126547],"domain_scores_gemma":[0.99261445,0.00538691,0.0007520114,0.0005227635,0.00064525544,0.00007861182],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.011724486,0.0003330775,0.00056689925,0.000113382615,0.0022905048,0.0011557708,0.0010338131,0.00066846964,0.000091498725],"category_scores_gemma":[0.0024492114,0.00021125065,0.00026229848,0.00014331048,0.0039591016,0.0005246844,0.00015844379,0.0018376892,0.0000026737564],"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":[0.00009363451,0.0000059872264,4.946675e-7,0.00007213891,0.00007612945,4.68596e-7,0.22373508,4.3854018e-7,0.0000016483135,0.73376155,0.03623304,0.0060193846],"study_design_scores_gemma":[0.00047059494,0.0000099822955,0.000012201292,0.00008583214,0.000107058826,1.7203486e-7,0.029330695,0.000002771981,0.000015414571,0.2422545,0.72752917,0.00018161534],"about_ca_topic_score_codex":0.0009141471,"about_ca_topic_score_gemma":0.013335613,"teacher_disagreement_score":0.6912961,"about_ca_system_score_codex":0.00019848628,"about_ca_system_score_gemma":0.00057128345,"threshold_uncertainty_score":0.99988115},"labels":[],"label_agreement":null},{"id":"W4391823849","doi":"10.4337/9781802209761.00009","title":"Conversation with Nancy J. Adler","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":1,"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":"McGill University","keywords":"Conversation; Psychoanalysis; Psychology; Cognitive science; Sociology; Communication","score_opus":0.030203476135415835,"score_gpt":0.27412791429757133,"score_spread":0.2439244381621555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391823849","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":[0.00024864145,0.00075239193,0.000015767298,0.005081425,0.00269987,0.0003410259,0.000028844514,0.00034355567,0.99048847],"genre_scores_gemma":[0.06302254,0.00019611503,0.000067657216,0.00027107005,0.0034070883,0.000013250714,0.00008136518,0.000084731735,0.9328562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975437,0.000029430747,0.00027978205,0.00048782042,0.0013086123,0.00035066064],"domain_scores_gemma":[0.998932,0.00011917152,0.00020614025,0.00020836195,0.00039491444,0.00013941972],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007504278,0.00030260015,0.00028012754,0.00025047184,0.00034932655,0.0021078652,0.0005972738,0.0005321989,0.000956175],"category_scores_gemma":[0.00008559412,0.000266268,0.00017036576,0.000025862042,0.00022170629,0.00065967353,0.00013303253,0.000764224,0.0006622231],"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":[0.000023023536,0.000004715743,0.000009120696,0.000035925437,0.00019518763,0.00004331963,0.058792617,5.646961e-7,8.073852e-7,0.9082933,0.027859695,0.0047417106],"study_design_scores_gemma":[0.00019041312,0.000040685885,0.0000076122774,0.00038922275,0.00007211232,0.0000017894104,0.0052054524,0.0000019072725,0.0000062058675,0.06385517,0.92987925,0.00035015584],"about_ca_topic_score_codex":0.001422292,"about_ca_topic_score_gemma":0.0052107447,"teacher_disagreement_score":0.90201956,"about_ca_system_score_codex":0.0004261618,"about_ca_system_score_gemma":0.00037455736,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W4391830872","doi":"10.4337/9781035313914.00013","title":"Bibliography","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","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":"Computer science","score_opus":0.01927848179777418,"score_gpt":0.19902067434110202,"score_spread":0.17974219254332785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391830872","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":[0.00013667862,0.0006943814,3.9236645e-7,0.002516861,0.0019858824,0.00021587778,0.00019073402,0.00047685517,0.99378234],"genre_scores_gemma":[0.0011291527,0.001109467,0.000022913116,0.0004661002,0.0037226684,0.000009257256,0.00031187135,0.000009236978,0.9932193],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980842,0.000008765612,0.00034895036,0.00060806226,0.00053201435,0.0004180188],"domain_scores_gemma":[0.99931777,0.000068937436,0.00014217079,0.00013677846,0.000107758235,0.00022659077],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030268932,0.00041818048,0.00037593275,0.0009299077,0.00027435285,0.0026342624,0.00066754624,0.00077149365,0.0011365444],"category_scores_gemma":[0.0000065167596,0.00007396174,0.0005585636,0.00046916338,0.00012074671,0.00036016395,0.00025917537,0.0009267669,0.00045609055],"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":[0.000011216922,0.000010937053,0.000018592686,0.000054139015,0.00019818201,0.00009513596,0.000049492624,1.344446e-7,0.00026186602,0.12034148,0.7008091,0.17814972],"study_design_scores_gemma":[0.000041912735,0.00007409429,0.00007295629,0.00018610446,0.000043770953,0.000017014157,0.000007780851,0.0000015017292,0.0000338644,0.14544019,0.8537089,0.00037192277],"about_ca_topic_score_codex":0.00030110643,"about_ca_topic_score_gemma":0.00064371474,"teacher_disagreement_score":0.1777778,"about_ca_system_score_codex":0.000015828282,"about_ca_system_score_gemma":0.000014654182,"threshold_uncertainty_score":0.99977654},"labels":[],"label_agreement":null},{"id":"W4391845732","doi":"10.4337/9781803927930.00012","title":"A nature perspective on organisational integrity","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Supply Chain Resilience and Risk Management","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":"Perspective (graphical); Business; Computer science; Artificial intelligence","score_opus":0.01649680016140325,"score_gpt":0.24450514953975994,"score_spread":0.22800834937835668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845732","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":[0.00008766051,0.00036320285,0.000029794395,0.009776768,0.003701562,0.0005548896,0.00003176302,0.0006454078,0.984809],"genre_scores_gemma":[0.025409704,0.00001721252,0.000109268374,0.012189149,0.011759912,0.00003958885,0.00024980822,0.00023273421,0.9499926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677736,0.000006862984,0.00041434853,0.001099883,0.0012341199,0.0004674354],"domain_scores_gemma":[0.9983608,0.00010863909,0.00031854192,0.0006223501,0.0005507169,0.00003893149],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006617689,0.0006638574,0.0004571188,0.0011039233,0.00031642482,0.0056008156,0.001010126,0.0010105902,0.001769782],"category_scores_gemma":[0.0003595832,0.00055874704,0.00035897476,0.00010815927,0.00015562668,0.0014238599,0.0007553283,0.003974471,0.003217579],"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":[0.000022031421,0.0000138989835,0.000011420943,0.00012696188,0.00013905996,0.00008405251,0.00013453951,0.000004999659,0.0000017745089,0.7115605,0.28584406,0.0020567211],"study_design_scores_gemma":[0.00013979035,0.0000124527305,0.000035626254,0.00034710515,0.00011149038,0.0000026847556,0.00040586296,0.00007485966,0.0000048211264,0.35938,0.639055,0.00043025627],"about_ca_topic_score_codex":0.00048670723,"about_ca_topic_score_gemma":0.00023405167,"teacher_disagreement_score":0.353211,"about_ca_system_score_codex":0.0005965257,"about_ca_system_score_gemma":0.00016760074,"threshold_uncertainty_score":0.9996864},"labels":[],"label_agreement":null},{"id":"W4391867389","doi":"10.4337/9781800377011.00018","title":"Indigenous political economy and public policy","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Indigenous; Politics; Political science; Political economy; Economic system; Economics; Ecology","score_opus":0.023097117540831855,"score_gpt":0.2834716200642432,"score_spread":0.2603745025234113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391867389","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":[0.00035979378,0.0012177076,0.000005852196,0.006720014,0.0022198295,0.00088279985,0.00006959791,0.00044502757,0.98807937],"genre_scores_gemma":[0.008067013,0.0006829325,0.000098309174,0.0011021678,0.012325105,0.00001066757,0.00009912812,0.00015112053,0.97746354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960907,0.00011790009,0.0006166518,0.0008293432,0.00061459356,0.00173082],"domain_scores_gemma":[0.99730444,0.0002706007,0.00024699463,0.0005027558,0.00040860323,0.0012665779],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001589175,0.00048151406,0.00054270617,0.0010792351,0.0051843137,0.005496958,0.00078802777,0.0013184211,0.00023737973],"category_scores_gemma":[0.000051284722,0.00045194515,0.00020592986,0.00007613988,0.00090894627,0.0010632091,0.000025925892,0.0014570028,0.00036423007],"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":[0.0000022470356,0.000013568121,0.000010773352,0.00013711328,0.00007885732,0.000016828275,0.10292633,9.025028e-9,2.3807381e-8,0.89158124,0.0027419461,0.0024910572],"study_design_scores_gemma":[0.00005666945,0.00002421209,0.000003407892,0.00007221949,0.000029596758,0.000013426809,0.00070397515,2.5282833e-7,7.4385696e-7,0.411653,0.58714086,0.00030162104],"about_ca_topic_score_codex":0.14155033,"about_ca_topic_score_gemma":0.40155122,"teacher_disagreement_score":0.5843989,"about_ca_system_score_codex":0.0016558144,"about_ca_system_score_gemma":0.059719753,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W4391867394","doi":"10.4337/9781800377011.00023","title":"Indigenous language rights, frameworks and policies","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Multilingual Education and Policy","field":"Social Sciences","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":"Indigenous; Political science; Indigenous rights; Geography; Sociology; Linguistics; Philosophy; Ecology; Biology","score_opus":0.030771852509811147,"score_gpt":0.3650901163478912,"score_spread":0.33431826383808005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391867394","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":[0.0011923986,0.0027760807,0.0000041443236,0.002533499,0.0023805797,0.00036570764,0.00007253064,0.00045719524,0.99021786],"genre_scores_gemma":[0.011147591,0.00012446458,0.00017536686,0.002037522,0.0054164445,0.000014183202,0.000050304086,0.00008257049,0.98095155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997971,0.000055196055,0.00034343667,0.00048366957,0.00060193584,0.0005447354],"domain_scores_gemma":[0.998636,0.0002526469,0.00018150035,0.0003835781,0.00014756112,0.0003987357],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007908993,0.00034849858,0.0003600837,0.00044991967,0.0007451315,0.003702141,0.0005623491,0.001559319,0.00065937266],"category_scores_gemma":[0.00036205575,0.00032994812,0.00015165516,0.000047826845,0.00047454782,0.00034525953,0.00018020709,0.0022047611,0.000267004],"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":[0.0000025258576,0.000004805099,0.0000047249887,0.000046053112,0.000055755616,0.000017029379,0.2384552,9.377181e-8,0.0000011642527,0.6920907,0.031008456,0.0383135],"study_design_scores_gemma":[0.000055048866,0.0000118913695,0.000010239407,0.00021729052,0.000045570578,0.000004586795,0.0019799415,0.0000010843597,0.0000067499172,0.10073818,0.8965919,0.00033752705],"about_ca_topic_score_codex":0.023190213,"about_ca_topic_score_gemma":0.009043276,"teacher_disagreement_score":0.8655834,"about_ca_system_score_codex":0.00022299714,"about_ca_system_score_gemma":0.0008302863,"threshold_uncertainty_score":0.99991524},"labels":[],"label_agreement":null},{"id":"W4391870766","doi":"10.4337/9781800377011.00022","title":"Indigenous food sovereignty: embodying Nuu-chah-nulth principles of ʔuʔaałuk (to take care of), ʔiisaak (to be respectful) and hišukʔiš cawaak (everything is interconnected) in policy and practice","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Indigenous; Sovereignty; Food sovereignty; Political science; Environmental ethics; Sociology; Law; Geography; Ecology; Philosophy; Food security; Biology; Archaeology; Politics","score_opus":0.0701224392367963,"score_gpt":0.35569617565019934,"score_spread":0.28557373641340306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391870766","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":[0.063917406,0.003776402,0.000023828536,0.004430211,0.0013953267,0.0038411345,0.001099943,0.00017679016,0.921339],"genre_scores_gemma":[0.81155705,0.0012351747,0.0036996491,0.018061612,0.0032535559,0.0005653188,0.00019526973,0.00089027727,0.16054206],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99413013,0.0002999424,0.0018660971,0.0012782308,0.0007344985,0.0016911242],"domain_scores_gemma":[0.994177,0.0022702317,0.0011448292,0.00081555557,0.0011410972,0.0004513093],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0026328312,0.0007975707,0.0016700238,0.0018571101,0.0014114628,0.00028573262,0.00071329245,0.0013831219,0.00009483252],"category_scores_gemma":[0.0043800836,0.000803788,0.00018471607,0.00019822302,0.00019062018,0.0005176616,0.002766095,0.002933737,0.00002873468],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034554795,0.000032598335,0.00059521286,0.0036619313,0.00061379804,0.0000983805,0.7369576,0.0000069091475,0.00005299664,0.25147042,0.0020452512,0.0041193715],"study_design_scores_gemma":[0.0013587661,0.0017296929,0.00068706006,0.006158756,0.00038222433,0.000110398156,0.19306122,0.0000064283213,0.000079314144,0.014883073,0.780174,0.0013690221],"about_ca_topic_score_codex":0.014345254,"about_ca_topic_score_gemma":0.067570254,"teacher_disagreement_score":0.7781288,"about_ca_system_score_codex":0.0016018939,"about_ca_system_score_gemma":0.0025454897,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W4391933344","doi":"10.4337/9781839104817.00009","title":"\"What could have been had I not left my family?\" Reflections on war, migration and family separation","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Separation (statistics); Computer science","score_opus":0.051714386120381726,"score_gpt":0.3332040284739505,"score_spread":0.28148964235356877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391933344","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":[0.00168726,0.00067920395,0.00024292235,0.0070946026,0.0044303495,0.0008192596,0.00015271321,0.0005663965,0.9843273],"genre_scores_gemma":[0.011813667,0.0019438963,0.00026292325,0.004110056,0.0017920337,0.00003927234,0.00046785787,0.00012396042,0.97944635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966509,0.00013001852,0.0006181888,0.0009005229,0.001235106,0.00046526772],"domain_scores_gemma":[0.9982184,0.00022374882,0.00033749218,0.00045085978,0.00047044712,0.00029902597],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012499684,0.0005080045,0.00045011693,0.00056586246,0.0010914016,0.0064934613,0.00040342406,0.0012057447,0.00010742443],"category_scores_gemma":[0.00021151711,0.00052377733,0.0002238794,0.0000701616,0.0003447557,0.002031803,0.00010850487,0.0014533811,0.0001679978],"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":[0.000044825643,0.000020432353,0.000012028174,0.000054826967,0.00014513684,0.000015045421,0.051374696,0.00003821902,0.0002804472,0.8191518,0.115822926,0.013039583],"study_design_scores_gemma":[0.00017229727,0.00009154614,0.00005219732,0.00036360172,0.00011213435,0.0000026604534,0.0051405965,0.00063045206,0.00001745072,0.022829168,0.97003937,0.0005485071],"about_ca_topic_score_codex":0.0021010914,"about_ca_topic_score_gemma":0.12225274,"teacher_disagreement_score":0.85421646,"about_ca_system_score_codex":0.00052879634,"about_ca_system_score_gemma":0.00061824656,"threshold_uncertainty_score":0.9997214},"labels":[],"label_agreement":null},{"id":"W4391971305","doi":"10.4337/9781802209181.00029","title":"The diversity of coworking spaces: case studies from Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Facilities and Workplace Management","field":"Psychology","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":"Agence Nationale de la Recherche","keywords":"Diversity (politics); Sociology; Anthropology","score_opus":0.04200362796659267,"score_gpt":0.25812647105736014,"score_spread":0.21612284309076746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391971305","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":[0.0013894439,0.011101279,0.0000055999103,0.0020240692,0.011069101,0.00037471298,0.00056941516,0.00011091409,0.9733555],"genre_scores_gemma":[0.05115017,0.00007352023,0.000024459561,0.0003797012,0.000724787,0.000016098766,0.00003895876,0.000065942695,0.94752634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997715,0.00005775903,0.00049153704,0.00062406843,0.00064978166,0.0004618524],"domain_scores_gemma":[0.9974721,0.0009904522,0.00033331604,0.000907931,0.00018496391,0.00011125297],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069963094,0.00043118533,0.00056214235,0.000117648924,0.0007229738,0.0007080266,0.0007753787,0.00029335706,0.00037723567],"category_scores_gemma":[0.00010420523,0.00033170133,0.00023056135,0.000028357495,0.00029515527,0.00009682599,0.002190935,0.0010039277,0.000047020498],"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":[0.000045981746,0.0000042693296,0.00006729304,0.000120814875,0.0028798569,0.0044606887,0.0077198986,0.0000048245374,7.265336e-8,0.22663613,0.74136853,0.016691634],"study_design_scores_gemma":[0.00018146627,0.000028574166,0.000011266598,0.00039302956,0.00032061027,0.000042704727,0.013529869,0.0000026013572,0.0000010107602,0.020911109,0.96424747,0.00033031346],"about_ca_topic_score_codex":0.60620695,"about_ca_topic_score_gemma":0.7968174,"teacher_disagreement_score":0.22287892,"about_ca_system_score_codex":0.00046727143,"about_ca_system_score_gemma":0.00020404016,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W4392059009","doi":"10.4337/9781839105722.00020","title":"Methods development in evidence synthesis: a dialogue between science and society","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","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":"Stanford Bio-X; McGill University","keywords":"Engineering ethics; Political science; Epistemology; Engineering; Philosophy","score_opus":0.2674267436399957,"score_gpt":0.46999453915591877,"score_spread":0.20256779551592308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392059009","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":[0.0011532994,0.0013411137,0.0016612806,0.0027683282,0.0016502321,0.0007157594,0.00002667417,0.00016925564,0.99051404],"genre_scores_gemma":[0.08847827,0.00023852041,0.1029443,0.0020366446,0.0014249336,0.0003192116,0.000018834808,0.00018007364,0.8043592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905083,0.00021494388,0.0015504919,0.00166251,0.0054404084,0.0006233021],"domain_scores_gemma":[0.99137175,0.0056041162,0.00053315156,0.00093318254,0.0012146599,0.00034316673],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.061025366,0.00048479447,0.00080567674,0.0012617537,0.0004690108,0.007786747,0.0022364673,0.00047337753,0.00031497874],"category_scores_gemma":[0.011867327,0.00037935015,0.00019389049,0.00040225845,0.00072282413,0.002679407,0.0015182905,0.0013236448,0.00027941947],"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":[0.000008739828,0.0000068394847,0.0006344503,0.00010684181,0.00007905569,0.000010216828,0.007667249,0.0000050015647,0.000066285545,0.05786817,0.014598049,0.9189491],"study_design_scores_gemma":[0.00016918329,0.00003474182,0.0036007564,0.0016777145,0.00008051334,0.000007914701,0.00039691923,0.00064098387,0.0006657175,0.09849166,0.8935276,0.0007062719],"about_ca_topic_score_codex":0.00004698594,"about_ca_topic_score_gemma":0.00014944177,"teacher_disagreement_score":0.9182428,"about_ca_system_score_codex":0.0008643842,"about_ca_system_score_gemma":0.004842528,"threshold_uncertainty_score":0.99986583},"labels":[],"label_agreement":null},{"id":"W4392694552","doi":"10.4337/9781802208870.00008","title":"National legal frameworks for social impact assessment and management","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Environmental resource management; Business; Process management; Environmental science","score_opus":0.021364077546070576,"score_gpt":0.31910889285733646,"score_spread":0.2977448153112659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392694552","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":[0.0007009887,0.00006016565,0.00040633773,0.0010228326,0.00077953195,0.00089942536,0.00027904392,0.00013009862,0.9957216],"genre_scores_gemma":[0.06763981,0.000055628076,0.0038032553,0.0014005034,0.0014557032,0.00018598825,0.00037440596,0.00021804009,0.9248667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701077,0.000021494056,0.00041437827,0.0007658654,0.0012551498,0.00053232984],"domain_scores_gemma":[0.9992442,0.0000870744,0.00021626981,0.00019936572,0.000019178655,0.00023388087],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006745561,0.00054436695,0.0004230028,0.00012852976,0.00046899088,0.001960901,0.00042877145,0.00089319417,0.00121303],"category_scores_gemma":[0.000014342271,0.0005099869,0.00037553415,0.000028968705,0.00031270136,0.00082291104,0.0008852692,0.0013589965,0.00014416558],"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":[0.000046516514,0.00007275364,0.00036964484,0.00022176898,0.0009971156,0.000060102637,0.0008143603,0.000042926516,0.000049457,0.5937083,0.34680974,0.05680733],"study_design_scores_gemma":[0.0005101309,0.000114223265,0.0052444213,0.0001543354,0.000225978,0.000011641296,0.000076183016,0.00017747973,0.000004248361,0.22660539,0.76608175,0.0007941951],"about_ca_topic_score_codex":0.000090723355,"about_ca_topic_score_gemma":0.000057940433,"teacher_disagreement_score":0.41927204,"about_ca_system_score_codex":0.0020672004,"about_ca_system_score_gemma":0.00007416767,"threshold_uncertainty_score":0.9997352},"labels":[],"label_agreement":null},{"id":"W4392695218","doi":"10.4337/9781800887459.00008","title":"Social innovation and public policy","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovation, Technology, and Society","field":"Social Sciences","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":"Social innovation; Business; Political science; Public relations","score_opus":0.04292880654877446,"score_gpt":0.30718565561071337,"score_spread":0.2642568490619389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392695218","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":[0.00046828183,0.00019066763,0.00004631047,0.037672274,0.0011039536,0.0003428581,0.000039130722,0.0010135657,0.95912296],"genre_scores_gemma":[0.058555357,0.00007146405,0.00018215881,0.0021318074,0.007185831,0.00002981052,0.00014805987,0.00011617536,0.93157935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729115,0.000046110017,0.0005744133,0.0006132482,0.0008330684,0.00064199785],"domain_scores_gemma":[0.99821454,0.00008550046,0.0003595188,0.00027804956,0.0009664195,0.00009598859],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002158494,0.00035674134,0.00039105315,0.0012429373,0.0015317176,0.0037463552,0.0006370996,0.0019730353,0.000101698635],"category_scores_gemma":[0.0010847048,0.00039218046,0.00014198753,0.00047962804,0.001163384,0.0010044137,0.00032748096,0.0016526136,0.00005369133],"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":[0.000001459448,0.0000038801527,0.00001984538,0.000040134342,0.000077778845,0.0000037042191,0.008046293,7.708496e-9,0.0000054504244,0.86230195,0.102615386,0.026884135],"study_design_scores_gemma":[0.00007372276,0.000008731722,0.000012935381,0.000032895747,0.00001724587,0.0000015366825,0.0009419729,9.73252e-7,0.00000209565,0.4269716,0.57170725,0.00022899253],"about_ca_topic_score_codex":0.001300787,"about_ca_topic_score_gemma":0.0014171961,"teacher_disagreement_score":0.4690919,"about_ca_system_score_codex":0.00070477003,"about_ca_system_score_gemma":0.0017791329,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W4392695297","doi":"10.4337/9781800374058.00011","title":"Climate change leadership: from tragic to comic discourse","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","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":"Comics; Climate change; Political science; Sociology; Environmental ethics; Literature; Art; Philosophy; Geology; Oceanography","score_opus":0.3374318278090811,"score_gpt":0.3834850310731755,"score_spread":0.0460532032640944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392695297","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":[0.00041283917,0.003984256,0.00063325453,0.0046893153,0.010501043,0.0011665295,0.0012168965,0.0005682343,0.9768276],"genre_scores_gemma":[0.088386185,0.000007826208,0.0007069999,0.0035168976,0.0068041417,0.00009761186,0.000056363213,0.00033706764,0.9000869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98896414,0.000156755,0.0022923872,0.0026560554,0.0047587287,0.001171928],"domain_scores_gemma":[0.9926223,0.002302849,0.0008798509,0.0027993454,0.0005750921,0.00082053675],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004904192,0.0010420259,0.0017303474,0.002013357,0.00042442445,0.01629263,0.0039644954,0.000919943,0.0025724005],"category_scores_gemma":[0.0014534751,0.0008173118,0.0010140268,0.00023186333,0.00020632165,0.0014241802,0.002059391,0.0019311194,0.012704144],"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":[0.000059336813,0.000010147869,0.000015876447,0.000036534613,0.00008576829,0.00026432212,0.0035575058,0.000004463056,0.000019962912,0.48837575,0.34781244,0.15975788],"study_design_scores_gemma":[0.00021188162,0.00005567046,0.000090252426,0.0013409711,0.00007004336,0.000022950035,0.0008983564,0.00018632715,0.000005274798,0.3519296,0.64443696,0.000751693],"about_ca_topic_score_codex":0.00036501818,"about_ca_topic_score_gemma":0.0012487157,"teacher_disagreement_score":0.2966245,"about_ca_system_score_codex":0.00029673264,"about_ca_system_score_gemma":0.00018499747,"threshold_uncertainty_score":0.9994278},"labels":[],"label_agreement":null},{"id":"W4392695393","doi":"10.4337/9781800375918.ch216","title":"Petras, James","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","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; History","score_opus":0.012256595981662457,"score_gpt":0.2137688627170629,"score_spread":0.20151226673540046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392695393","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":[0.000013979422,0.0003232448,0.0012391158,0.00015988389,0.0035057482,0.00024949387,0.00017853513,0.00029807966,0.9940319],"genre_scores_gemma":[0.0028323338,0.0000011318377,0.0026825839,0.00016381638,0.003204853,0.00004154624,0.00034863118,0.00019202591,0.99053305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976674,0.000015507898,0.0005446658,0.00078616105,0.0004831358,0.0005031301],"domain_scores_gemma":[0.99872094,0.000072434166,0.00024361642,0.0006066282,0.00011056737,0.0002458012],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033942744,0.0006278853,0.000529372,0.00033331467,0.00023930143,0.00153464,0.00070943293,0.00032461667,0.0054889317],"category_scores_gemma":[0.000009232194,0.0006387828,0.0003945514,0.000023724491,0.00015613636,0.000492752,0.00033831343,0.0016700678,0.0023144975],"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":[0.000004667175,0.0000074742443,0.00003028977,0.000036386402,0.00030507258,0.000015876249,0.00039614335,0.0000010553013,0.0000019420072,0.593713,0.31577948,0.08970863],"study_design_scores_gemma":[0.00014466463,0.00001493192,0.0000039940387,0.00027353872,0.000085121974,0.0000023867594,0.00005872863,0.0000017256294,0.000036327227,0.11014314,0.88865393,0.0005815216],"about_ca_topic_score_codex":0.00005006907,"about_ca_topic_score_gemma":0.0000047829853,"teacher_disagreement_score":0.5728744,"about_ca_system_score_codex":0.00019012437,"about_ca_system_score_gemma":0.0005243084,"threshold_uncertainty_score":0.9996064},"labels":[],"label_agreement":null},{"id":"W4392729130","doi":"10.4337/9781802208870.00026","title":"Gender, intersectionality and Indigenous rights in social impact assessment","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Intersectionality; Indigenous; Sociology; Gender studies; Political science","score_opus":0.02424857943361447,"score_gpt":0.3027256078355218,"score_spread":0.27847702840190736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392729130","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":[0.088219784,0.00006830415,0.00001550558,0.000091485716,0.00062649115,0.0004392357,0.0001069365,0.00010020599,0.910332],"genre_scores_gemma":[0.7122724,0.000014863538,0.00019658705,0.00026219882,0.0006716899,0.00003413407,0.00014434752,0.000094262534,0.28630948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971782,0.00006160352,0.0005000819,0.0007783392,0.00091856235,0.0005632104],"domain_scores_gemma":[0.9992206,0.000058131307,0.00021797039,0.00024425096,0.000008195255,0.00025087048],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006991813,0.00054905127,0.00050207507,0.00018319882,0.0003974066,0.0010506798,0.00039431345,0.0006338189,0.00208605],"category_scores_gemma":[0.000009625961,0.00049574475,0.00026918645,0.000044749995,0.00037289498,0.0008099615,0.0008346282,0.0015373294,0.00021329985],"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":[0.00037996733,0.0012564486,0.14484948,0.0010246087,0.0043901945,0.0025896644,0.13084076,0.00015659507,0.0016383977,0.368636,0.19017929,0.15405859],"study_design_scores_gemma":[0.0007813625,0.00019904708,0.13936104,0.00017566711,0.00016419933,0.000058364232,0.0002758823,0.000033900793,0.000020518562,0.66368437,0.1938056,0.0014400348],"about_ca_topic_score_codex":0.0039635645,"about_ca_topic_score_gemma":0.0016183457,"teacher_disagreement_score":0.62405264,"about_ca_system_score_codex":0.0030221662,"about_ca_system_score_gemma":0.0000948066,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W4392746786","doi":"10.4337/9781802207651.00014","title":"Surrogacy, feminism and LGBTQ2S+ family building","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","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":"Feminism; Gender studies; Sociology; Political science","score_opus":0.037130389319282135,"score_gpt":0.2835129942561714,"score_spread":0.24638260493688924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392746786","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":[0.0030490947,0.0099011995,0.000025562795,0.0046229158,0.0019719074,0.00082484295,0.000044584714,0.0014998654,0.97806],"genre_scores_gemma":[0.05451759,0.00057843054,0.0027562093,0.0013993998,0.0023153196,0.000055182,0.00007386438,0.00029864398,0.9380054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671465,0.000014393635,0.0006259389,0.0013345568,0.0006721732,0.00063826336],"domain_scores_gemma":[0.9979076,0.0001624098,0.00024575918,0.0010573567,0.00026853112,0.00035835948],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00091295026,0.00061826606,0.00093162194,0.0007771002,0.00018850651,0.00092063966,0.0003444772,0.0011743599,0.000041509997],"category_scores_gemma":[0.00063764217,0.0005441412,0.00023685976,0.00005093682,0.000393193,0.00033285515,0.0005954915,0.00269688,0.000104362065],"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":[0.00008408424,0.000014430784,0.00011556338,0.0016654938,0.000352987,0.0006395403,0.00040537512,8.222552e-8,0.0005853632,0.7608891,0.08445721,0.15079078],"study_design_scores_gemma":[0.00039616853,0.00020761143,0.00018311024,0.001355729,0.00022831226,0.00029049115,0.00010321028,0.0000040798323,0.00032326186,0.13014187,0.8663326,0.0004335471],"about_ca_topic_score_codex":0.000085182575,"about_ca_topic_score_gemma":0.000008489008,"teacher_disagreement_score":0.78187543,"about_ca_system_score_codex":0.00023614806,"about_ca_system_score_gemma":0.0004946217,"threshold_uncertainty_score":0.999701},"labels":[],"label_agreement":null},{"id":"W4392746924","doi":"10.4337/9781839106972.00037","title":"Index","year":2024,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Resilience and Mental Health","field":"Psychology","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":"Index (typography); Computer science; World Wide Web","score_opus":0.03044727860799534,"score_gpt":0.36469318070583306,"score_spread":0.3342459020978377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392746924","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":[0.0015470015,0.0045297164,0.000085721855,0.0008285319,0.04735195,0.0005596994,0.00018049996,0.000263837,0.94465303],"genre_scores_gemma":[0.03725957,0.000048788777,0.000046790057,0.0027035936,0.005014512,0.00021360182,0.00036392474,0.00018335767,0.9541659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962259,0.00020791504,0.00064621674,0.0011491948,0.00067724055,0.0010935684],"domain_scores_gemma":[0.9981002,0.00012679705,0.0002454177,0.0010350083,0.00009132641,0.00040123911],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007680474,0.00053999445,0.0006140481,0.00058464054,0.00018714163,0.002116279,0.0011861292,0.0012744357,0.012563618],"category_scores_gemma":[0.000054405544,0.00049015746,0.0002879483,0.00020129593,0.00014801175,0.0004288525,0.00035435156,0.0027186219,0.102369115],"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":[0.0000347503,0.000033644323,0.000022359354,0.00026733207,0.00011693398,0.000090794034,0.00226249,8.8303733e-7,0.0000075562916,0.0028272595,0.90605927,0.0882767],"study_design_scores_gemma":[0.00028814175,0.00010561584,0.0001220873,0.0004236626,0.000038022954,0.00008010417,0.00059837935,0.0000038737803,0.000040504947,0.0008253357,0.9969963,0.00047800032],"about_ca_topic_score_codex":0.0021298423,"about_ca_topic_score_gemma":0.00015017913,"teacher_disagreement_score":0.09093697,"about_ca_system_score_codex":0.00033538838,"about_ca_system_score_gemma":0.00067916897,"threshold_uncertainty_score":0.999755},"labels":[],"label_agreement":null},{"id":"W4394872466","doi":"10.4337/9781786430533.00014","title":"Bibliography","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Labor and Employment Law","field":"Social Sciences","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":"University of California, Irvine; University of Bristol; University of Toronto; World Bank Group; Johns Hopkins University; Fordham University; European Commission; George Washington University; International Labour Organization; Princeton University; Deakin University; Harvard University","keywords":"Computer science","score_opus":0.02984605216532829,"score_gpt":0.2854724361113473,"score_spread":0.255626383946019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394872466","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":[0.00000775784,0.0006298391,0.0000135124355,0.0032055567,0.00524404,0.00026082448,0.0001347609,0.0006480995,0.9898556],"genre_scores_gemma":[0.0014549083,0.00065162405,0.00011053052,0.0012258431,0.004183463,0.000019132438,0.00009219878,0.000113856324,0.99214846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713063,0.00003318412,0.0003701736,0.00055189006,0.0014277201,0.00048641363],"domain_scores_gemma":[0.99874425,0.00013936094,0.00015606823,0.0003272869,0.0003866269,0.00024641684],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010649196,0.00033596996,0.000301739,0.007347521,0.0004523988,0.004690415,0.000965085,0.0006715688,0.0018068976],"category_scores_gemma":[0.00008966113,0.0003354466,0.0004515502,0.00056012144,0.00035849732,0.0007806845,0.0002071483,0.0010018453,0.0009372503],"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":[0.0000033389424,0.0000025966156,0.0000066810517,0.000014581397,0.00009937233,0.000024335633,0.00044063563,1.4673991e-7,0.000001028717,0.595478,0.4028251,0.0011042203],"study_design_scores_gemma":[0.000050867795,0.0000139159665,0.0000041213957,0.00018593915,0.00005005412,0.0000011918428,0.000039800503,7.426302e-7,0.0000046206073,0.2787529,0.72061926,0.000276616],"about_ca_topic_score_codex":0.0027282494,"about_ca_topic_score_gemma":0.00336889,"teacher_disagreement_score":0.31779414,"about_ca_system_score_codex":0.000101592275,"about_ca_system_score_gemma":0.00024473495,"threshold_uncertainty_score":0.99990976},"labels":[],"label_agreement":null},{"id":"W4394909283","doi":"10.4337/9781802206678.00024","title":"Deferred prosecutions and justice: a whodunnit?","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Criminal Law and Evidence","field":"Social Sciences","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; Political science; Criminology; Law; Sociology","score_opus":0.05578548030368578,"score_gpt":0.31534922111750896,"score_spread":0.25956374081382316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394909283","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":[0.000062457715,0.0021958938,0.000030296658,0.0061119767,0.002454731,0.00044655573,0.00006462175,0.00045456336,0.9881789],"genre_scores_gemma":[0.017577402,0.00020411791,0.0002768584,0.00043735292,0.0027373678,0.000033833054,0.000030753665,0.000083196974,0.9786191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975237,0.00004899774,0.0003705131,0.00068808993,0.00083298446,0.00053568836],"domain_scores_gemma":[0.998555,0.0002850714,0.00015491832,0.00037095856,0.000261674,0.00037238083],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001242233,0.00035396998,0.00037422337,0.0002669779,0.0010199028,0.004783014,0.00057153206,0.0006764535,0.00026089343],"category_scores_gemma":[0.00071055896,0.0003561816,0.00018341321,0.0000478352,0.00066036166,0.00086517335,0.0003287694,0.0011718821,0.0002812352],"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":[0.000008611944,0.0000037800528,0.0000020866282,0.00021084398,0.00004751044,0.000053802003,0.006686775,2.2328791e-7,0.0000044761973,0.8811175,0.103269145,0.008595205],"study_design_scores_gemma":[0.000058947095,0.000025303198,0.0000053022495,0.00060565205,0.0003673845,0.000012266086,0.00085311156,0.0000048329402,0.0000021042079,0.1692787,0.8284378,0.0003485686],"about_ca_topic_score_codex":0.0012900354,"about_ca_topic_score_gemma":0.0042798505,"teacher_disagreement_score":0.7251687,"about_ca_system_score_codex":0.00022907014,"about_ca_system_score_gemma":0.0006560307,"threshold_uncertainty_score":0.999889},"labels":[],"label_agreement":null},{"id":"W4394909404","doi":"10.4337/9781800887565.00008","title":"How to study the implementation of health policy interventions with integrative frameworks?","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Public Health Policies and Epidemiology","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 du Québec à Montréal; Université de Montréal","funders":"","keywords":"Bricolage; Psychological intervention; Health policy; Political science; Conceptual framework; Management science; Health care; Sociology; Medicine; Social science; Engineering; Nursing","score_opus":0.05291751634967932,"score_gpt":0.36153173213847106,"score_spread":0.3086142157887917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394909404","genre_codex":"commentary","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":[0.0005585699,0.00033836198,0.0016693871,0.52600664,0.0013466444,0.0028908933,0.00009924368,0.0002548316,0.4668354],"genre_scores_gemma":[0.43373436,0.000044765547,0.0009403591,0.15846556,0.01423123,0.0007679815,0.00059922424,0.0005302275,0.3906863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997059,0.000075389464,0.0010556336,0.00059381366,0.00053406367,0.0006821298],"domain_scores_gemma":[0.9973531,0.00017345346,0.001190949,0.00063700316,0.0005752905,0.000070223155],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028566152,0.0004904758,0.0008518742,0.0009460599,0.00038295297,0.002941975,0.0008693204,0.00033504085,0.000115420014],"category_scores_gemma":[0.0006058435,0.00030589575,0.00031262825,0.00026407314,0.00013351432,0.0010432745,0.000763487,0.0015796534,0.000058391684],"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":[0.000011459148,0.000021015534,0.000048026446,0.00033360234,0.00029094628,0.0000027335957,0.0012495841,0.0000077649265,7.5302395e-8,0.6975936,0.25950912,0.040932007],"study_design_scores_gemma":[0.00025397586,0.00023180286,0.0004108688,0.00076401175,0.0001248331,0.000002870821,0.011161549,0.000016272928,2.1233923e-7,0.074350126,0.91241425,0.00026919277],"about_ca_topic_score_codex":0.04844765,"about_ca_topic_score_gemma":0.016506642,"teacher_disagreement_score":0.65290517,"about_ca_system_score_codex":0.00028465767,"about_ca_system_score_gemma":0.00041305769,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W4394909786","doi":"10.4337/9781800889156.00025","title":"First Nations foundations: cities and the infrastructuring of settler colonisation","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","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":"Colonisation; Geography; Archaeology; Colonization","score_opus":0.01030688991407962,"score_gpt":0.19196667595350816,"score_spread":0.18165978603942853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394909786","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":[0.00081043673,0.0003807642,0.00008753247,0.0016555169,0.00040909153,0.00030514627,0.000047484922,0.00004812297,0.9962559],"genre_scores_gemma":[0.12327127,0.00018116794,0.0004901535,0.00032603546,0.00021800568,0.00004583553,0.00005903448,0.000059332207,0.87534916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987984,0.000017631739,0.00028961903,0.00030304026,0.00045538277,0.00013592663],"domain_scores_gemma":[0.9992011,0.00027268202,0.0002356617,0.00022645903,0.00000909041,0.000054981152],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00024208032,0.00020778616,0.00021617438,0.000109945875,0.00043294017,0.00015131313,0.00026259874,0.00015200069,0.00090283743],"category_scores_gemma":[0.000055401535,0.00015262575,0.00011083463,0.000026042822,0.0044012438,0.0003255073,0.00041442722,0.00037445896,0.00010140745],"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":[0.00005602047,0.000011920068,0.0002200682,0.0002212813,0.00023115001,0.0000080282,0.011051525,0.00080390886,0.000029680785,0.9296002,0.05079855,0.006967675],"study_design_scores_gemma":[0.00022086974,0.000021159389,0.00064388476,0.00014980401,0.000079653335,0.000017168475,0.0002835457,0.000099147015,0.000009787788,0.099619664,0.8986454,0.00020990547],"about_ca_topic_score_codex":0.00027229288,"about_ca_topic_score_gemma":0.00054565474,"teacher_disagreement_score":0.84784687,"about_ca_system_score_codex":0.00034168293,"about_ca_system_score_gemma":0.000029766627,"threshold_uncertainty_score":0.9983082},"labels":[],"label_agreement":null},{"id":"W4394933419","doi":"10.4337/9781800889156.00034","title":"Seeing like an urban service operator: making urban circulations of matter and energy legible in the digital age","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Smart Cities and Technologies","field":"Engineering","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Operator (biology); Computer science; Chemistry","score_opus":0.015501814766306321,"score_gpt":0.19768454310532071,"score_spread":0.1821827283390144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394933419","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":[0.0052545387,0.0016527072,0.000073724994,0.00023645177,0.0007397145,0.00014937318,0.00010348065,0.0006478919,0.9911421],"genre_scores_gemma":[0.9501503,0.00001659242,0.00013296443,0.00046870834,0.00043198327,0.000033145127,0.0001231238,0.00018577132,0.048457388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985816,0.000011207362,0.00041408697,0.0003704025,0.00029528965,0.00032740855],"domain_scores_gemma":[0.9991569,0.00008417712,0.00006993743,0.00059139094,0.000052085732,0.000045489494],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00019930776,0.00037802669,0.00036846325,0.00045449586,0.000091141046,0.0026648098,0.0006111298,0.00045746434,0.00003110711],"category_scores_gemma":[0.000014687962,0.00032909343,0.000094066025,0.00007746592,0.00008700934,0.0008246786,0.0002720872,0.0007872862,0.000010699566],"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":[0.000010461416,0.000022519891,0.0022187692,0.0015519137,0.0005139299,0.00038111745,0.017270224,0.0011570018,0.00020194541,0.85976535,0.101747446,0.015159306],"study_design_scores_gemma":[0.0001418798,0.000025334151,0.00020832164,0.0007405614,0.00005893267,0.00004809776,0.00082749716,0.0012294484,0.00002945821,0.011759066,0.98436767,0.0005637627],"about_ca_topic_score_codex":0.00011089688,"about_ca_topic_score_gemma":0.00044203264,"teacher_disagreement_score":0.9448958,"about_ca_system_score_codex":0.00008628923,"about_ca_system_score_gemma":0.000034731616,"threshold_uncertainty_score":0.99991614},"labels":[],"label_agreement":null},{"id":"W4394933428","doi":"10.4337/9781802209624.00007","title":"Introduction to A Research Agenda for Far-Right Violence and Extremism","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","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":"Far right; Criminology; Political science; Psychology; Law; Politics","score_opus":0.06963790514958726,"score_gpt":0.3580980688825819,"score_spread":0.28846016373299466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394933428","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":[0.000834136,0.0026261504,0.00097617414,0.036953077,0.009800486,0.0022471382,0.00038387638,0.00060785614,0.9455711],"genre_scores_gemma":[0.046963304,0.00048345164,0.00019129846,0.0012531781,0.020035537,0.00021823845,0.000058952035,0.00015540296,0.93064064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535584,0.00014208631,0.00055168505,0.001364638,0.001379863,0.0012059007],"domain_scores_gemma":[0.99721926,0.0006323739,0.00012134749,0.00063622434,0.00073053536,0.00066027476],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004117494,0.00044552705,0.0004945084,0.0006454035,0.0009669704,0.0031589975,0.0009981473,0.0008671081,0.0004224635],"category_scores_gemma":[0.0014006163,0.00043479406,0.00021758863,0.00010045837,0.0007360977,0.0006911766,0.00041135473,0.0016448665,0.00027173676],"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":[0.00004815807,0.000010922682,0.000002215045,0.00021759159,0.00006927738,0.000033528337,0.034234673,2.2084711e-7,0.000040321553,0.44244608,0.38621533,0.13668166],"study_design_scores_gemma":[0.00009984931,0.000104121915,0.000003604403,0.0011373657,0.000047191097,0.00000627064,0.003807005,0.000009805781,0.000027363967,0.15154766,0.84278965,0.00042011956],"about_ca_topic_score_codex":0.0014918611,"about_ca_topic_score_gemma":0.0018825224,"teacher_disagreement_score":0.45657432,"about_ca_system_score_codex":0.00057866983,"about_ca_system_score_gemma":0.0006198969,"threshold_uncertainty_score":0.9998104},"labels":[],"label_agreement":null},{"id":"W4394944743","doi":"10.4337/9781782542353.00009","title":"Pension Provision in Australia","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Retirement, Disability, and Employment","field":"Social Sciences","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":"Pension; Business; Finance","score_opus":0.23504387356669754,"score_gpt":0.39442944291853943,"score_spread":0.1593855693518419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394944743","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":[0.0039599086,0.00006900976,0.000007650793,0.00147727,0.0018163113,0.001060286,0.000016988457,0.00020637957,0.9913862],"genre_scores_gemma":[0.05034209,0.000088841676,0.00011017773,0.00026475172,0.0014391141,0.000032498432,0.00008153865,0.00007795059,0.94756305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995998,0.00017449107,0.00068906276,0.00083937176,0.0015163807,0.0007826634],"domain_scores_gemma":[0.99837875,0.00012767529,0.0003232854,0.00061914214,0.0002195847,0.00033153067],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002593832,0.00042969163,0.00051586994,0.0003257716,0.0004231625,0.001624236,0.0008482184,0.00093631167,0.001615063],"category_scores_gemma":[0.0005362272,0.0004310836,0.00025253388,0.000059004386,0.0004215145,0.00083766354,0.00026163706,0.0010543682,0.00027834557],"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":[0.00009677458,0.00015013671,0.0065436973,0.0002450586,0.0000796859,0.00015775707,0.02213714,0.0000060929247,0.000036243735,0.6393053,0.24030621,0.09093588],"study_design_scores_gemma":[0.00029486176,0.000062441395,0.00056719227,0.0004338769,0.000026709651,0.0000012978427,0.00041477295,0.0000018010036,0.000009419187,0.07766709,0.9200292,0.0004913241],"about_ca_topic_score_codex":0.011826598,"about_ca_topic_score_gemma":0.02463901,"teacher_disagreement_score":0.679723,"about_ca_system_score_codex":0.0009880707,"about_ca_system_score_gemma":0.00043868966,"threshold_uncertainty_score":0.9998141},"labels":[],"label_agreement":null},{"id":"W4394944792","doi":"10.4337/9781782542353.00018","title":"Index","year":2001,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","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":"Index (typography); Computer science; World Wide Web","score_opus":0.01749867160382525,"score_gpt":0.22876249620596528,"score_spread":0.21126382460214002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394944792","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":[0.0075011137,0.00046843887,0.00014165418,0.0004920988,0.008547084,0.0005720441,0.000031415304,0.0004137583,0.9818324],"genre_scores_gemma":[0.06419597,0.000046070512,0.00020585225,0.009283134,0.031017706,0.00011582843,0.0030265609,0.00039730535,0.8917116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949109,0.000047255624,0.0010872341,0.001286987,0.0015093228,0.0011582831],"domain_scores_gemma":[0.9963951,0.000087440036,0.0012482186,0.0012450624,0.0009605001,0.00006364824],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011749401,0.0009573791,0.0011341164,0.0018081876,0.00059325877,0.010887649,0.0019109277,0.0010196315,0.013771179],"category_scores_gemma":[0.0007539231,0.0009519942,0.00063555833,0.00093492697,0.00013726183,0.0046978043,0.0011525408,0.0016096224,0.026415972],"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":[0.000037703077,0.00004419683,0.009792615,0.00030017513,0.00006182929,0.000048929804,0.00005258148,0.000032084252,0.000013835337,0.0023054373,0.98200077,0.0053098253],"study_design_scores_gemma":[0.00049911026,0.0000081270355,0.0019930021,0.00039920944,0.00022021969,0.000003652941,0.000037125337,0.0005051612,0.000010964759,0.0012129007,0.99403495,0.0010755636],"about_ca_topic_score_codex":0.005761528,"about_ca_topic_score_gemma":0.00089434173,"teacher_disagreement_score":0.09012082,"about_ca_system_score_codex":0.00022909563,"about_ca_system_score_gemma":0.0002374367,"threshold_uncertainty_score":0.999293},"labels":[],"label_agreement":null},{"id":"W4394944957","doi":"10.4337/9781782542353.00008","title":"An Overview","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","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":0.04437018715829308,"score_gpt":0.252570619297426,"score_spread":0.20820043213913295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394944957","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":[0.0008551746,0.000994778,0.000019993218,0.0002807512,0.0014812835,0.00046758825,0.00001941153,0.00070836954,0.9951727],"genre_scores_gemma":[0.010867757,0.00016743725,0.00040931007,0.010757827,0.017053258,0.000038823204,0.0017769714,0.00054010993,0.9583885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957389,0.00001911861,0.00096791756,0.0011902369,0.0013347542,0.00074905745],"domain_scores_gemma":[0.9965529,0.00005339564,0.0010450425,0.001466303,0.0008059635,0.000076438766],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011535058,0.00089882937,0.0009952681,0.0011653111,0.00046363336,0.0068807006,0.0015491351,0.00076166156,0.0052819895],"category_scores_gemma":[0.0002623785,0.000909788,0.00060936675,0.00017043742,0.00012492982,0.00557251,0.0006082645,0.001058991,0.0020164899],"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":[0.00003616261,0.00004009101,0.0032208604,0.00035113608,0.000079290556,0.00015781916,0.00006292918,0.00000613377,0.000019153595,0.79329324,0.17689405,0.025839109],"study_design_scores_gemma":[0.00029877143,0.00001601662,0.0007483223,0.00052542496,0.00037509407,0.0000045063903,0.000009502148,0.0002345742,0.0000030271192,0.056690793,0.9401028,0.0009911545],"about_ca_topic_score_codex":0.001195089,"about_ca_topic_score_gemma":0.0010288106,"teacher_disagreement_score":0.76320875,"about_ca_system_score_codex":0.00017408592,"about_ca_system_score_gemma":0.00012439571,"threshold_uncertainty_score":0.9993353},"labels":[],"label_agreement":null},{"id":"W4394945045","doi":"10.4337/9781782543985.00009","title":"Actual Problems, Actual Solutions","year":2002,"lang":"es","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Computer science","score_opus":0.14276025294399558,"score_gpt":0.23706036952254084,"score_spread":0.09430011657854526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394945045","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":[0.0024344164,0.0032080226,0.00021163023,0.0036805773,0.004864957,0.0010217101,0.006403901,0.00039063368,0.97778416],"genre_scores_gemma":[0.15832065,0.013682756,0.0012735592,0.004899467,0.012143372,0.00031491995,0.002307948,0.0012641217,0.8057932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.992874,0.00003897296,0.0026628247,0.0020472025,0.00021359447,0.0021633666],"domain_scores_gemma":[0.99465877,0.00041498803,0.0022425004,0.0017452451,0.0001884379,0.0007500464],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017852035,0.0014062917,0.002110479,0.0015587417,0.0011371209,0.0039695497,0.0018223571,0.0022288288,0.008507298],"category_scores_gemma":[0.0007096259,0.0018761966,0.001065833,0.000096272466,0.0005341792,0.002355262,0.0011842463,0.0025585697,0.009252843],"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":[0.000036056335,0.00013408274,0.0004298421,0.00042092788,0.0008224211,0.000026169406,0.0046392577,0.000052493808,0.0000051861107,0.88821465,0.09344458,0.01177433],"study_design_scores_gemma":[0.00092768157,0.00016301915,0.00022450648,0.00035763535,0.00010491995,0.00004771072,0.00014073725,0.0008657523,0.000011333357,0.056511257,0.9387213,0.0019241412],"about_ca_topic_score_codex":0.0010468698,"about_ca_topic_score_gemma":0.00052557024,"teacher_disagreement_score":0.8452767,"about_ca_system_score_codex":0.0010562906,"about_ca_system_score_gemma":0.00015923129,"threshold_uncertainty_score":0.99986875},"labels":[],"label_agreement":null},{"id":"W4394945313","doi":"10.4337/9781782543985.00006","title":"To Live is to Pollute","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Environmental science","score_opus":0.10509552328464912,"score_gpt":0.23657660995471455,"score_spread":0.13148108667006542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394945313","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":[0.00043100657,0.00047333405,0.00010847586,0.009970062,0.0021728692,0.00065619353,0.0034327398,0.00019388171,0.9825614],"genre_scores_gemma":[0.002470489,0.0001550072,0.0011813999,0.027596846,0.0026376834,0.000071125716,0.00008717515,0.000307421,0.96549284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641734,0.0000066372304,0.0012257966,0.0013178717,0.000104458595,0.0009279023],"domain_scores_gemma":[0.9972726,0.00008383163,0.0006107655,0.0012054063,0.00008661212,0.00074078696],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006878362,0.000680936,0.0011850345,0.0012279076,0.00022440703,0.0019914869,0.0011737023,0.0008220713,0.0080424985],"category_scores_gemma":[0.00028027082,0.0009169837,0.00045965103,0.000059142538,0.000055043758,0.00058112125,0.00070200727,0.00082521257,0.036532633],"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":[0.000018727073,0.00001412684,0.00006563624,0.000057822028,0.0001681524,0.000014824824,0.006953988,0.000006797749,9.504143e-7,0.47069684,0.5170447,0.004957419],"study_design_scores_gemma":[0.00022518523,0.000090165595,0.00005655181,0.00012711885,0.000016012975,0.0000082015895,0.00004150809,0.000036819085,0.0000120563345,0.08127124,0.91714483,0.00097033195],"about_ca_topic_score_codex":0.00075065106,"about_ca_topic_score_gemma":0.00030570198,"teacher_disagreement_score":0.40010008,"about_ca_system_score_codex":0.00064660894,"about_ca_system_score_gemma":0.000041415053,"threshold_uncertainty_score":0.9993281},"labels":[],"label_agreement":null},{"id":"W4394946205","doi":"10.4337/9781782542353.00017","title":"Pension Provision in the United States","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Financial Literacy, Pension, Retirement Analysis","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":"Pension; Business; Finance","score_opus":0.024436200782440888,"score_gpt":0.2221256876793034,"score_spread":0.19768948689686253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394946205","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":[0.021673532,0.00014920613,0.000018745797,0.0015178052,0.0006981442,0.0010016486,0.000011163273,0.0003123692,0.97461736],"genre_scores_gemma":[0.11908177,0.00020242155,0.00037578898,0.03148893,0.010759528,0.00011622824,0.009984201,0.00067318033,0.82731795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961639,0.000042954576,0.000917067,0.000844961,0.0013999508,0.0006311334],"domain_scores_gemma":[0.9973334,0.00018402627,0.00084883656,0.00094331766,0.00066203426,0.000028390741],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020318415,0.00068911543,0.0006551428,0.0020077347,0.00041898133,0.004809233,0.0013247804,0.00052602804,0.0006963296],"category_scores_gemma":[0.0004116192,0.0005227092,0.00033529056,0.00040315403,0.00012347309,0.002330915,0.0006171599,0.001306341,0.00052514125],"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":[0.00020967788,0.000118287935,0.012196338,0.00053867645,0.000074325326,0.000618166,0.0012123503,0.00014438707,0.00002604751,0.45396882,0.5073569,0.023536064],"study_design_scores_gemma":[0.00040641625,0.000016850323,0.001366334,0.0006024385,0.00016187498,0.0000045309425,0.00010148037,0.0012810498,0.0000019539564,0.034271915,0.96116453,0.0006206142],"about_ca_topic_score_codex":0.0047281925,"about_ca_topic_score_gemma":0.0021101746,"teacher_disagreement_score":0.45380768,"about_ca_system_score_codex":0.0001488668,"about_ca_system_score_gemma":0.00007711471,"threshold_uncertainty_score":0.9997224},"labels":[],"label_agreement":null},{"id":"W4394946549","doi":"10.4337/9781782543985.00014","title":"Index","year":2002,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Index (typography); Computer science; World Wide Web","score_opus":0.09315680530300981,"score_gpt":0.2440583055891695,"score_spread":0.15090150028615967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394946549","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":[0.0007262804,0.0041564503,0.0003483319,0.0015386363,0.010803116,0.0003577589,0.0026961777,0.00014334824,0.9792299],"genre_scores_gemma":[0.022321457,0.0011703464,0.0002619574,0.003909406,0.006855586,0.00015338839,0.000999691,0.00033905273,0.96398914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961425,0.000029910287,0.0014277947,0.0011982918,0.00008767652,0.0011137968],"domain_scores_gemma":[0.9970975,0.00011822635,0.0012239956,0.0011598488,0.000065452645,0.00033499653],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090946053,0.00066647126,0.0013453235,0.0009829204,0.00028037085,0.0032748226,0.0013857532,0.0013708359,0.022679318],"category_scores_gemma":[0.00033478916,0.0008686684,0.00048694748,0.0001557302,0.00012856718,0.00104533,0.00048313613,0.0015627136,0.07902935],"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":[0.000008809849,0.00003631493,0.00028694526,0.00015708688,0.00014295602,0.0000060991397,0.0009065065,0.00002146002,4.807634e-7,0.022806184,0.97369593,0.0019312031],"study_design_scores_gemma":[0.00049579126,0.000031655967,0.000096074364,0.000087849134,0.000010307392,0.0000127791845,0.000053124415,0.0004595281,0.000011217637,0.010519722,0.9872772,0.0009447576],"about_ca_topic_score_codex":0.0016798017,"about_ca_topic_score_gemma":0.0001765364,"teacher_disagreement_score":0.056350034,"about_ca_system_score_codex":0.00053509895,"about_ca_system_score_gemma":0.00006380563,"threshold_uncertainty_score":0.9999256},"labels":[],"label_agreement":null},{"id":"W4395475090","doi":"10.4337/9781800886933.united.states.mexico","title":"United States–Mexico–Canada Agreement (Intellectual Property)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Intellectual property; Property (philosophy); Political science; Agreement; Law; Philosophy; Linguistics; Epistemology","score_opus":0.02290533995728454,"score_gpt":0.1982562541235904,"score_spread":0.17535091416630588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395475090","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":[0.000051170304,0.000092229675,0.00005251473,0.006380388,0.0033487785,0.00052109425,0.000055723274,0.00035453204,0.98914355],"genre_scores_gemma":[0.001740531,0.0000121073,0.000041459552,0.07132011,0.0032519735,0.000035178167,0.0022336242,0.00016087711,0.92120415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680144,0.000007857577,0.00070215313,0.00070282153,0.0013121822,0.00047353157],"domain_scores_gemma":[0.9984272,0.00007712683,0.00036220395,0.0004098967,0.00066627824,0.000057278045],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004048973,0.00061621674,0.00038934447,0.0008737439,0.00025774012,0.00525152,0.0008054102,0.00027572917,0.00436062],"category_scores_gemma":[0.00020173346,0.0004723614,0.00020682419,0.00010967396,0.000107294094,0.0013282954,0.0005032464,0.0010100048,0.0020102449],"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":[0.00001564809,0.000007981007,0.0000011880975,0.00011321669,0.0001438305,0.000048508726,0.00004875279,0.000019238376,0.000003076979,0.5149746,0.4840487,0.00057526026],"study_design_scores_gemma":[0.00023357678,0.000016693855,0.0000011356021,0.00040563423,0.00010097285,0.000004735186,0.00004792898,0.003186279,0.000029366764,0.049952563,0.94540256,0.0006185295],"about_ca_topic_score_codex":0.103885345,"about_ca_topic_score_gemma":0.117325515,"teacher_disagreement_score":0.46502203,"about_ca_system_score_codex":0.000512372,"about_ca_system_score_gemma":0.0004710785,"threshold_uncertainty_score":0.9997728},"labels":[],"label_agreement":null},{"id":"W4396574074","doi":"10.4337/9781800886377.ch31","title":"Gender mainstreaming or gender-integrated approach","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","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":"Gender mainstreaming; Mainstreaming; Psychology; Gender studies; Sociology; Gender equality; Mathematics education","score_opus":0.09066203434130585,"score_gpt":0.30430243508125276,"score_spread":0.21364040073994692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396574074","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":[0.000040451087,0.00039985712,0.0007158961,0.0004018018,0.002749005,0.0006194112,0.0001092223,0.0006173207,0.99434704],"genre_scores_gemma":[0.027187746,0.000067938156,0.0015331857,0.0003617872,0.0030063062,0.000037733444,0.0003158349,0.00019314194,0.9672963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590856,0.00011673134,0.00060595066,0.0010083492,0.0014203781,0.0009400478],"domain_scores_gemma":[0.9981354,0.0001610421,0.00027532366,0.00057849206,0.00037679748,0.0004729798],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001397077,0.00055871764,0.00051507604,0.00054868555,0.0007405378,0.0044055847,0.0008863308,0.0011664095,0.0006313758],"category_scores_gemma":[0.00029199498,0.00046532185,0.00038043066,0.00009128007,0.00040569378,0.00056314585,0.0002857746,0.0015377317,0.0002326462],"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":[0.000010723486,0.000014442679,0.000008706112,0.00017007726,0.0002917735,0.00008653116,0.016637605,0.0000063368843,0.000005065167,0.92301583,0.050303556,0.009449346],"study_design_scores_gemma":[0.00017269263,0.00001541846,0.000009181359,0.000104090024,0.00016120894,0.000017858885,0.0060785273,0.0000996087,0.000010837171,0.16586047,0.826899,0.00057110254],"about_ca_topic_score_codex":0.002090692,"about_ca_topic_score_gemma":0.0008212611,"teacher_disagreement_score":0.7765955,"about_ca_system_score_codex":0.000620828,"about_ca_system_score_gemma":0.0019331157,"threshold_uncertainty_score":0.9997798},"labels":[],"label_agreement":null},{"id":"W4396574085","doi":"10.4337/9781800886377.ch56","title":"Prejudice","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Prejudice (legal term); Psychology; Social psychology","score_opus":0.04346266643593242,"score_gpt":0.25597807605972644,"score_spread":0.21251540962379403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396574085","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":[0.0000032887601,0.008612342,0.000009665805,0.0026600421,0.006471634,0.0003865742,0.0000549067,0.00083001034,0.9809715],"genre_scores_gemma":[0.0012957029,0.0003741079,0.00010000454,0.0005369862,0.0067871674,0.000027123819,0.000024278574,0.000115337534,0.9907393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705637,0.00004969523,0.00039855528,0.0006403107,0.0012133123,0.0006417566],"domain_scores_gemma":[0.99865144,0.00023269752,0.00019685618,0.00034983698,0.00027836664,0.00029082692],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011286417,0.00041046282,0.0005187745,0.00022736852,0.0009920648,0.003139961,0.000857636,0.00092902605,0.0008213192],"category_scores_gemma":[0.00051988906,0.0004222626,0.0003920896,0.000051126073,0.00074652256,0.000502332,0.00036358827,0.0013739838,0.00097348174],"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":[0.0000020213556,0.0000023385683,6.865674e-7,0.000027387317,0.0001156306,0.000026258987,0.008887606,6.6172596e-8,2.8583193e-7,0.6155935,0.36460942,0.010734818],"study_design_scores_gemma":[0.00005077188,0.000015061642,0.0000023118157,0.00019028863,0.00007133851,5.4441705e-7,0.0002918965,5.8011796e-7,0.0000010060055,0.31921875,0.6798396,0.00031784445],"about_ca_topic_score_codex":0.0049080853,"about_ca_topic_score_gemma":0.010702612,"teacher_disagreement_score":0.3152302,"about_ca_system_score_codex":0.00079310016,"about_ca_system_score_gemma":0.0006239777,"threshold_uncertainty_score":0.9998229},"labels":[],"label_agreement":null},{"id":"W4396574091","doi":"10.4337/9781800886377","title":"Encyclopedia of Equality, Equity, Diversity and Inclusion","year":2024,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Encyclopedia; Equity (law); Diversity (politics); Inclusion (mineral); Political science; Sociology; Social science; Anthropology; Law","score_opus":0.06078606109861724,"score_gpt":0.3407222492883178,"score_spread":0.27993618818970056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396574091","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":[0.00056258263,0.0010226134,0.000004074173,0.0025215375,0.0021047282,0.00032964323,0.000097901386,0.00020386884,0.99315304],"genre_scores_gemma":[0.025324006,0.0012556289,0.000036335136,0.00045551726,0.0039770342,0.0000067315373,0.00002183322,0.000039629045,0.9688833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694127,0.0002046341,0.00040566197,0.00043932186,0.0015112045,0.0004979314],"domain_scores_gemma":[0.9986624,0.0003564513,0.0003077434,0.000230247,0.00023034394,0.0002128256],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0032430468,0.0002880705,0.0005697567,0.0002514346,0.0073202034,0.0004238008,0.0010067429,0.00084986247,0.00002218132],"category_scores_gemma":[0.00087654404,0.00025456608,0.0002301456,0.00009881271,0.0011351521,0.0005401378,0.06935043,0.0008911259,0.000010553466],"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":[0.0000110719175,0.000014457691,0.00014303735,0.00046657992,0.00019230998,0.000011378108,0.30665243,5.1403845e-8,9.93417e-7,0.46436998,0.19081227,0.037325434],"study_design_scores_gemma":[0.00008523484,0.00002132688,0.000055621833,0.00022598125,0.000096319345,3.7559954e-7,0.0010624218,3.1327417e-7,0.0000015971453,0.49623984,0.50199586,0.000215132],"about_ca_topic_score_codex":0.010650059,"about_ca_topic_score_gemma":0.0066916207,"teacher_disagreement_score":0.31118357,"about_ca_system_score_codex":0.0004038243,"about_ca_system_score_gemma":0.00097432133,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W4398133617","doi":"10.4337/9781035321100.00022","title":"Generative thinking in programme evaluation: Pawson in prison","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","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":"Prison; Generative grammar; Epistemology; Sociology; Psychology; Cognitive science; Linguistics; Philosophy; Criminology","score_opus":0.23523795663791794,"score_gpt":0.43548306529383995,"score_spread":0.20024510865592202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398133617","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":[0.0012342768,0.001056067,0.00015129389,0.00501256,0.0026213871,0.0016435114,0.000018911816,0.00013491872,0.98812705],"genre_scores_gemma":[0.059416465,0.000043559765,0.0027070208,0.0013510755,0.0014530497,0.00043500552,0.00020712071,0.00014588685,0.9342408],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9885762,0.00037836397,0.0019595982,0.0014597311,0.0069709783,0.000655133],"domain_scores_gemma":[0.9963476,0.0007627363,0.0006913361,0.0009857792,0.0010362536,0.00017629254],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.029490028,0.0005486868,0.000785578,0.0020325931,0.00018479062,0.0072855367,0.0014941761,0.000734961,0.0022492975],"category_scores_gemma":[0.00217527,0.00044713204,0.0002583546,0.00032646148,0.00010935324,0.0017803902,0.000494033,0.0020939226,0.00071154605],"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":[0.000033855744,0.000037014735,0.00089761225,0.00004537637,0.000056830904,0.000059716225,0.010898771,0.0005462455,0.000008821501,0.34417897,0.025777109,0.61745965],"study_design_scores_gemma":[0.000579085,0.00007536386,0.00049713446,0.00054870575,0.000032237287,0.0000059477466,0.0004964878,0.012403329,0.000023997703,0.49331066,0.49157956,0.00044749846],"about_ca_topic_score_codex":0.00013731752,"about_ca_topic_score_gemma":0.0054659015,"teacher_disagreement_score":0.6170122,"about_ca_system_score_codex":0.0012013112,"about_ca_system_score_gemma":0.0019527085,"threshold_uncertainty_score":0.99979806},"labels":[],"label_agreement":null},{"id":"W4398160993","doi":"10.4337/9781035323456.00011","title":"Participatory pedagogy online: reflections from a Global Leadership Virtual Field School","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovative Education and Learning Practices","field":"Social Sciences","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":"Citizen journalism; Field (mathematics); Sociology; Pedagogy; Virtual classroom; Political science; Mathematics education; Psychology","score_opus":0.3105893442687878,"score_gpt":0.45742487732144377,"score_spread":0.14683553305265595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398160993","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":[0.0002725794,0.0005975048,0.00009097409,0.03686729,0.00818033,0.0002611712,0.00012039835,0.0006083559,0.9530014],"genre_scores_gemma":[0.020401187,0.000033375476,0.00037760744,0.006961999,0.009377714,0.00003305892,0.00016306533,0.00007886316,0.9625731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682343,0.00029619213,0.0005451681,0.0007647395,0.00094802305,0.0006224234],"domain_scores_gemma":[0.9973804,0.0008635224,0.0004263799,0.00045518158,0.00049109675,0.0003834269],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014574543,0.00039248503,0.0003855115,0.00027643295,0.00088662107,0.0032941187,0.00076263957,0.0010328819,0.0059856824],"category_scores_gemma":[0.0043503903,0.00042511133,0.00023411594,0.00014234174,0.00038114755,0.0010893226,0.00016378704,0.002986193,0.0013841345],"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":[0.000029302215,0.000028465982,0.000097726275,0.00002041696,0.00021799286,0.000020168316,0.01428848,0.0000013112897,0.000004838464,0.714744,0.2531858,0.017361479],"study_design_scores_gemma":[0.00010750803,0.00006881647,0.00007208911,0.0002479039,0.00012692911,0.0000018324513,0.015726008,0.0000023624614,0.000005189924,0.035818517,0.9473971,0.0004257292],"about_ca_topic_score_codex":0.0073049627,"about_ca_topic_score_gemma":0.027205857,"teacher_disagreement_score":0.6942113,"about_ca_system_score_codex":0.00072612794,"about_ca_system_score_gemma":0.0034502007,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W4398166047","doi":"10.4337/9781803922003.00046","title":"Economic rents at the end of life: for-profit eldercare and the myth of corporate accountability","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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 rent; Accountability; Profit (economics); Business; Mythology; Economics; Finance; Market economy; Microeconomics; Political science; Theology","score_opus":0.04236190799666994,"score_gpt":0.2206617246505292,"score_spread":0.17829981665385924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398166047","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":[0.039764524,0.008769533,0.000042597352,0.002362372,0.0024221425,0.0012609237,0.003327828,0.000054553147,0.9419955],"genre_scores_gemma":[0.47914392,0.00083264994,0.00013076868,0.0012145203,0.00086929876,0.00011516263,0.00018324744,0.00021802174,0.5172924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974097,0.00002305899,0.0013574482,0.00076184375,0.00010617458,0.00034180022],"domain_scores_gemma":[0.9963976,0.00038449088,0.0020195164,0.0009930036,0.00011771715,0.00008767563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00214267,0.00041822746,0.0011809297,0.00022132695,0.00021038776,0.00052354997,0.0007627799,0.00049727596,0.00020386868],"category_scores_gemma":[0.000089151945,0.00031724127,0.0004726844,0.00002939271,0.0010331696,0.00033736657,0.0004966579,0.00060956326,0.00005844242],"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":[0.00017767979,0.000003129367,0.0007680569,0.00042537626,0.00030490613,0.0000010199425,0.0017808953,0.0000096063995,0.0000019259587,0.9702993,0.023916923,0.002311181],"study_design_scores_gemma":[0.0010644663,0.000049691243,0.00035015645,0.00018544211,0.000085477994,0.000005277174,0.000053222542,0.00014335071,0.000049108796,0.27194428,0.72568434,0.0003851408],"about_ca_topic_score_codex":0.0010617082,"about_ca_topic_score_gemma":0.0007897377,"teacher_disagreement_score":0.70176744,"about_ca_system_score_codex":0.00024191239,"about_ca_system_score_gemma":0.00018742426,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W4398184332","doi":"10.4337/9781035300174.00022","title":"Questionable (including predatory) publisher and publishing behaviours","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Games and Media","field":"Social Sciences","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":"Publishing; Psychology; Political science; Law","score_opus":0.04045366264894816,"score_gpt":0.27833242531827757,"score_spread":0.2378787626693294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398184332","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":[0.00013000515,0.0025359693,0.000013971975,0.005926177,0.0067143664,0.0006200379,0.00016705213,0.0010044973,0.9828879],"genre_scores_gemma":[0.003076249,0.00013867521,0.0003097847,0.00089105364,0.0036098359,0.000047635865,0.00021627324,0.0002407862,0.9914697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994963,0.00007167145,0.0006987385,0.0012468111,0.0019344685,0.0010853377],"domain_scores_gemma":[0.9971056,0.00031468368,0.00039460504,0.0006095923,0.0006180662,0.0009574434],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0031341142,0.00065652106,0.0006713493,0.00074066257,0.00052867184,0.052690234,0.00131702,0.0015763044,0.00049611734],"category_scores_gemma":[0.0022739402,0.00068285863,0.0003166902,0.000113017544,0.0007296636,0.012417795,0.0010289876,0.0024080353,0.00009480317],"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":[0.0000058258697,0.00000869005,0.000053313484,0.00007956124,0.00008403683,0.00006231804,0.0033542512,3.024033e-7,9.902237e-7,0.58153963,0.3363656,0.078445435],"study_design_scores_gemma":[0.00017955173,0.000026078316,0.00002979062,0.0007804814,0.00012550472,0.000009727371,0.0005455072,0.0000031265265,0.0000018509902,0.110568404,0.88706714,0.0006628169],"about_ca_topic_score_codex":0.0016598853,"about_ca_topic_score_gemma":0.0032893957,"teacher_disagreement_score":0.55070156,"about_ca_system_score_codex":0.00068564987,"about_ca_system_score_gemma":0.0013540488,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W4398184931","doi":"10.4337/9781035323456","title":"Promoting Inclusion and Justice in University Teaching","year":2024,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Lunds Universitet","keywords":"Inclusion (mineral); Economic Justice; Sociology; Pedagogy; Mathematics education; Psychology; Political science; Social science; Law","score_opus":0.026382670580920364,"score_gpt":0.2953454617698574,"score_spread":0.268962791188937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398184931","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":[0.003213269,0.00014868358,0.000005776908,0.008732505,0.0018842262,0.00039558238,0.000010438295,0.00023571463,0.9853738],"genre_scores_gemma":[0.02207399,0.00002420923,0.0002114699,0.00039350337,0.0011960258,0.0000035173434,0.000033731245,0.000036788486,0.9760268],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978823,0.00036976853,0.00025091297,0.00052543846,0.000597419,0.00037412962],"domain_scores_gemma":[0.9990639,0.00031249016,0.000116429204,0.00021470588,0.00007577994,0.00021671526],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003917616,0.00019778228,0.00024281863,0.00032204867,0.0012541474,0.0014543731,0.000516776,0.0004061174,0.000062653984],"category_scores_gemma":[0.001289414,0.00022370864,0.00007134829,0.00007512624,0.00024159001,0.00073036196,0.0012087739,0.0013242932,0.000028009441],"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":[0.0000096331405,0.000054003278,0.00012185146,0.0005531868,0.000027983098,0.000028738335,0.3967338,7.071962e-7,0.0000034422362,0.2885235,0.23227854,0.08166463],"study_design_scores_gemma":[0.0001010645,0.000012187066,0.000035223773,0.00058933336,0.000060910977,8.6255835e-7,0.0076603056,0.00002286618,6.094432e-7,0.02682398,0.96446544,0.0002271865],"about_ca_topic_score_codex":0.0038331586,"about_ca_topic_score_gemma":0.00824163,"teacher_disagreement_score":0.7321869,"about_ca_system_score_codex":0.001555113,"about_ca_system_score_gemma":0.0017070161,"threshold_uncertainty_score":0.99958223},"labels":[],"label_agreement":null},{"id":"W4399561770","doi":"10.4337/9781800889996.00029","title":"Crossing boundaries and jurisdictions: implications for public participation highlighting Canada and Europe","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Public administration; Geography; Regional science","score_opus":0.03937351600750346,"score_gpt":0.28717144432352537,"score_spread":0.2477979283160219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399561770","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":[0.0010007975,0.0016957385,0.00036822853,0.026617488,0.0015599144,0.0005303717,0.00048211752,0.00019761568,0.9675477],"genre_scores_gemma":[0.16057463,0.00005110009,0.00027248965,0.0007034696,0.002148744,0.00012514101,0.000051202598,0.00008468463,0.8359885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982915,0.00003441606,0.00039012422,0.0004554397,0.00033581094,0.0004927138],"domain_scores_gemma":[0.998566,0.00035388357,0.0002238909,0.00019227409,0.00034314254,0.00032084272],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007509495,0.0002102099,0.0002629237,0.0000775657,0.0035050472,0.018904513,0.0001929223,0.000245841,0.0000103182],"category_scores_gemma":[0.001182859,0.0002076746,0.00005063718,0.000039530467,0.0009299097,0.00071787304,0.00012289331,0.0003366954,0.0000022611225],"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":[0.0000014004902,0.0000015196548,0.00012243034,0.000072431576,0.000035207933,0.0000013221756,0.0013743736,7.342704e-8,0.0000023024636,0.96983665,0.022097973,0.006454312],"study_design_scores_gemma":[0.00006618715,0.0000100327625,0.0007315258,0.00016691418,0.000048372163,0.0000024931235,0.000029123272,0.000011013966,0.0000015133528,0.08561812,0.91310203,0.00021266025],"about_ca_topic_score_codex":0.5524694,"about_ca_topic_score_gemma":0.8402341,"teacher_disagreement_score":0.8910041,"about_ca_system_score_codex":0.00036015996,"about_ca_system_score_gemma":0.003494789,"threshold_uncertainty_score":0.99779224},"labels":[],"label_agreement":null},{"id":"W4399561771","doi":"10.4337/9781800889996.00018","title":"Public hearings in impact assessment: building on basics with deliberative participation and alternative dispute resolution","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Alternative dispute resolution; Public participation; Political science; Dispute resolution; Public administration; Law","score_opus":0.03517417699077142,"score_gpt":0.2969244258112914,"score_spread":0.26175024882052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399561771","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":[0.11604639,0.000042487118,0.00042413617,0.00074011047,0.00027471242,0.0006639229,0.00006659439,0.00010297162,0.88163865],"genre_scores_gemma":[0.926231,0.000033835455,0.0010278205,0.0003429259,0.0002203205,0.00006620605,0.00010151466,0.00012582223,0.0718505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99720937,0.00007638614,0.0004071362,0.00080880104,0.0009327442,0.000565591],"domain_scores_gemma":[0.99900883,0.00011762064,0.00027265048,0.0002866083,0.000017260363,0.00029704242],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006263916,0.0005259252,0.0004174394,0.00021300031,0.00024458676,0.0015898386,0.00028020382,0.0003259116,0.00024949588],"category_scores_gemma":[0.000043713608,0.00043515867,0.00010851252,0.00007366391,0.0003211562,0.0017647748,0.0004940907,0.0012702228,0.00005664418],"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":[0.0005165493,0.00058241875,0.1016668,0.0002612816,0.0015759622,0.0006973664,0.019741736,0.0058094175,0.0010294182,0.71325135,0.008377524,0.14649017],"study_design_scores_gemma":[0.0046748524,0.0041266247,0.4266031,0.004033529,0.0005927081,0.00006358195,0.0005451485,0.015246079,0.00047756886,0.3986164,0.13959987,0.005420506],"about_ca_topic_score_codex":0.0007917645,"about_ca_topic_score_gemma":0.00088101963,"teacher_disagreement_score":0.81018466,"about_ca_system_score_codex":0.002413802,"about_ca_system_score_gemma":0.00007084476,"threshold_uncertainty_score":0.99981004},"labels":[],"label_agreement":null},{"id":"W4399561969","doi":"10.4337/9781800887909.00015","title":"The role of communities in integrated water resource management","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Water resources management and optimization","field":"Engineering","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":"McGill University","funders":"","keywords":"Resource (disambiguation); Environmental resource management; Business; Environmental planning; Environmental science; Water resource management; Computer science","score_opus":0.007793734386654988,"score_gpt":0.1691972866824194,"score_spread":0.16140355229576442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399561969","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":[0.00016177658,0.0012242122,0.000075255164,0.00008822566,0.0003691336,0.0003670204,0.000014980854,0.00038817278,0.99731123],"genre_scores_gemma":[0.033447076,0.00022794143,0.0001992472,0.000045785982,0.00017817988,0.000052139938,0.00050423126,0.00023945904,0.96510595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857515,0.000027832544,0.0005103827,0.00018612004,0.00034473866,0.00035578394],"domain_scores_gemma":[0.99922734,0.000054132397,0.000058999114,0.0005724379,0.00004505911,0.000042052303],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00059156114,0.00034656934,0.0002924911,0.0005128158,0.000095207724,0.0012103973,0.0008123057,0.00023882788,0.0000666887],"category_scores_gemma":[0.000004007101,0.00023515592,0.00012091371,0.00003664331,0.00010345117,0.00021418079,0.00047090562,0.00086769875,0.000052318253],"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":[0.00008431064,0.000017327475,0.000032354834,0.0017086696,0.0015778501,0.00008509557,0.017439146,0.037991527,0.000030176143,0.6952376,0.060021162,0.1857748],"study_design_scores_gemma":[0.00012461205,0.000011968231,0.0000016520947,0.00057413825,0.00006174169,9.91164e-7,0.0011432987,0.005938694,0.00018659228,0.024424626,0.9672672,0.00026445254],"about_ca_topic_score_codex":0.000095671894,"about_ca_topic_score_gemma":0.00032704588,"teacher_disagreement_score":0.90724605,"about_ca_system_score_codex":0.00013840909,"about_ca_system_score_gemma":0.00000550276,"threshold_uncertainty_score":0.99982643},"labels":[],"label_agreement":null},{"id":"W4399562310","doi":"10.4337/9781803925950.00032","title":"What does it take to influence adult education policymaking in Canada?","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Education Systems and Policy","field":"Social Sciences","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; Public administration; Psychology","score_opus":0.02492215121254022,"score_gpt":0.31593122147101144,"score_spread":0.2910090702584712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399562310","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":[0.004486766,0.00035725164,9.4190807e-7,0.040119577,0.011676698,0.0006745194,0.0000447165,0.00010242701,0.9425371],"genre_scores_gemma":[0.08441161,0.000089422945,0.00006725125,0.013940092,0.0051903687,0.00011892911,0.000027351502,0.00008972191,0.89606524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968731,0.00008748973,0.000705063,0.000659392,0.0010266867,0.00064826506],"domain_scores_gemma":[0.9978581,0.00020816311,0.00031266318,0.0005182143,0.0006057201,0.00049713405],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010095257,0.0003679642,0.00041398418,0.0006974942,0.0003234249,0.005454146,0.0009358577,0.00043642535,0.00023393286],"category_scores_gemma":[0.0008661396,0.0003450273,0.000108932356,0.00015449392,0.00009271137,0.0016788469,0.00015981948,0.0008722525,0.0001847712],"study_design_candidate":"not_applicable","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":[0.0000027572548,0.0000049942882,0.00020873672,0.00010995502,0.000025796457,0.000006475812,0.088225864,0.0000057461516,0.000002284501,0.7704727,0.12106121,0.019873472],"study_design_scores_gemma":[0.000038329672,0.000005576164,0.00013026543,0.0023542724,0.000014527574,0.000002112038,0.033375688,6.3154056e-7,0.0000033082747,0.019701548,0.9439635,0.00041019442],"about_ca_topic_score_codex":0.9730747,"about_ca_topic_score_gemma":0.9974293,"teacher_disagreement_score":0.8229023,"about_ca_system_score_codex":0.00333812,"about_ca_system_score_gemma":0.02399365,"threshold_uncertainty_score":0.99990016},"labels":[],"label_agreement":null},{"id":"W4399567905","doi":"10.4337/9781800883130.00029","title":"Urban heat waves and adaptive capacity: how can social infrastructure help reduce vulnerability?","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","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":"Adaptive capacity; Vulnerability (computing); Heat wave; Urban heat island; Social vulnerability; Environmental science; Environmental planning; Business; Geography; Computer science; Meteorology; Geology; Computer security; Climate change; Oceanography; Psychology; Social psychology","score_opus":0.11652933658531962,"score_gpt":0.32212622841126315,"score_spread":0.20559689182594354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399567905","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":[0.009595064,0.0025349627,0.00018559172,0.018686263,0.008581303,0.0012448383,0.0013186092,0.000737891,0.9571155],"genre_scores_gemma":[0.334814,0.000018337356,0.0006233346,0.0007467875,0.004137768,0.00003927799,0.000036094512,0.00021177264,0.6593726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903484,0.00028618192,0.0013172596,0.002724776,0.004302391,0.0010209634],"domain_scores_gemma":[0.9938245,0.0023199483,0.00058894244,0.0014343122,0.0013487247,0.0004835796],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0037990434,0.0012691491,0.0018412601,0.0012639011,0.0013493819,0.012381711,0.001968089,0.001613267,0.00020147878],"category_scores_gemma":[0.004364816,0.0009796461,0.00074475346,0.00023089905,0.001695452,0.0014106557,0.0014648543,0.003638391,0.000081943],"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":[0.00010258984,0.000018325014,0.00021377268,0.0000708878,0.00036029064,0.00017262116,0.034703776,0.0000027727522,0.00004724438,0.16145338,0.69444174,0.10841259],"study_design_scores_gemma":[0.00033914525,0.00014574881,0.00046767434,0.00038311703,0.00023143378,0.00007056659,0.006404954,0.00002678479,0.000046747107,0.41238782,0.5784146,0.0010814224],"about_ca_topic_score_codex":0.00019647027,"about_ca_topic_score_gemma":0.0007509675,"teacher_disagreement_score":0.32521895,"about_ca_system_score_codex":0.0005799423,"about_ca_system_score_gemma":0.0006094645,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W4399567913","doi":"10.4337/9781800889996.00025","title":"Indigenous peoples' authority, rights and engagement in impact assessment: experiences and perspectives from Canada and Aotearoa New Zealand","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","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":"Aotearoa; Indigenous; Political science; Indigenous rights; Public administration; Geography; Sociology; Law; Human rights","score_opus":0.01477721247969101,"score_gpt":0.25532401955342926,"score_spread":0.24054680707373824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399567913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83740854,0.0007712882,0.0000012792984,0.00028591143,0.0003141386,0.00044595165,0.00010889449,0.000041334297,0.16062266],"genre_scores_gemma":[0.67446446,0.00020156284,0.00030502066,0.00009322288,0.0002636809,0.000022808403,0.000053335294,0.00006019868,0.32453567],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99738955,0.00007246501,0.000358296,0.0009090752,0.0007707505,0.00049983984],"domain_scores_gemma":[0.99889773,0.00016733691,0.00016671131,0.0002443807,0.000005477755,0.00051835185],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040348116,0.0005376774,0.0005126044,0.00011287718,0.00032080399,0.0014856779,0.000291111,0.00032457957,0.00075707457],"category_scores_gemma":[0.000023739301,0.00046383566,0.000062957435,0.000034765962,0.0003496083,0.0007805544,0.0009065929,0.001034161,0.0000066281104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006269888,0.000102071775,0.13652866,0.00009810329,0.00065635395,0.00059877336,0.7886761,0.000010862252,0.00023894658,0.0022212905,0.04064886,0.030157328],"study_design_scores_gemma":[0.0019336961,0.0005486114,0.611784,0.0007275589,0.00032866595,0.00006584059,0.026067289,0.00006063884,0.000057680325,0.2206383,0.13492623,0.0028615256],"about_ca_topic_score_codex":0.87538266,"about_ca_topic_score_gemma":0.72292596,"teacher_disagreement_score":0.76260877,"about_ca_system_score_codex":0.0013854249,"about_ca_system_score_gemma":0.00032938417,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W4399568277","doi":"10.4337/9781802204681.00019","title":"Non-conjugal couples and legislated cohabitation","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","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":"Cohabitation; Political science; Gender studies; Sociology; Psychology; Law","score_opus":0.023094595119347278,"score_gpt":0.26452116403876147,"score_spread":0.2414265689194142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399568277","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":[0.004220386,0.004440043,0.00002197985,0.005238136,0.0011297888,0.0010153034,0.000041109553,0.0010209583,0.9828723],"genre_scores_gemma":[0.072049625,0.0003371165,0.0007528234,0.0007391482,0.0014209847,0.000058658774,0.000255806,0.00020112164,0.92418474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976986,0.000007083131,0.00049902627,0.00090513646,0.0004932812,0.00039685224],"domain_scores_gemma":[0.99846613,0.000091513924,0.00022038993,0.0006445773,0.00036471244,0.0002126861],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055860996,0.00043769873,0.00067246,0.0005734487,0.00013088924,0.000654621,0.00018370102,0.00091210566,0.00005546374],"category_scores_gemma":[0.0004985568,0.00038088995,0.00014014852,0.000041612402,0.00033602194,0.0003305048,0.00020398972,0.0017352347,0.00012065745],"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":[0.00035861402,0.00003400616,0.0006916271,0.0036063758,0.0008903826,0.0006972731,0.001034438,6.944956e-7,0.0007922547,0.60560334,0.24140246,0.14488856],"study_design_scores_gemma":[0.00062410004,0.0003540366,0.0006856001,0.0013322799,0.0002790304,0.00021576136,0.000075918666,0.000048481408,0.00032676852,0.07807123,0.9175607,0.00042607507],"about_ca_topic_score_codex":0.00008042773,"about_ca_topic_score_gemma":0.00002609148,"teacher_disagreement_score":0.67615825,"about_ca_system_score_codex":0.00016761918,"about_ca_system_score_gemma":0.00040941927,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4399569350","doi":"10.4337/9781802207859.00012","title":"Dealing with inaccuracy","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","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":"Computer science","score_opus":0.09162913375345362,"score_gpt":0.3822411807009041,"score_spread":0.2906120469474505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399569350","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":[0.000059082973,0.0009792498,0.00044302276,0.0030150726,0.00037936907,0.0004848519,0.000039850587,0.0003679031,0.9942316],"genre_scores_gemma":[0.015855558,0.00007088946,0.0006004808,0.00030033302,0.0015184925,0.000037456335,0.000058827824,0.00014681475,0.98141116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950521,0.00027727356,0.000559984,0.0009410955,0.0023974965,0.0007720672],"domain_scores_gemma":[0.99637276,0.0010919399,0.00034255517,0.0005864677,0.0011803362,0.00042595592],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003627485,0.00050230126,0.0007142399,0.0008158033,0.0008721291,0.0054290043,0.0012935624,0.0005179917,0.0026962801],"category_scores_gemma":[0.0010419474,0.0004344023,0.00033562028,0.00014681956,0.0010032644,0.001140525,0.00037615292,0.0021780585,0.0016453656],"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":[0.000021826369,0.000005173358,0.000010327472,0.000053101612,0.00041350245,0.00008446964,0.012617978,0.0000032342246,0.0000063549514,0.9334251,0.045755554,0.0076033226],"study_design_scores_gemma":[0.00010527404,0.000050130533,0.0000042366605,0.00043159205,0.000100541125,0.0000017117424,0.0014500939,0.000016347372,0.00001546406,0.19480404,0.80256915,0.0004514163],"about_ca_topic_score_codex":0.001873181,"about_ca_topic_score_gemma":0.008285706,"teacher_disagreement_score":0.7568136,"about_ca_system_score_codex":0.0006344688,"about_ca_system_score_gemma":0.0011962297,"threshold_uncertainty_score":0.99981076},"labels":[],"label_agreement":null},{"id":"W4400906525","doi":"10.4337/9781800884793.00024","title":"'Deep inside me, I am still Mauritian': ethnoreligious differences, identity, and belonging among Mauritian immigrants in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Political and Social Dynamics","field":"Social Sciences","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":"Immigration; Identity (music); Gender studies; Sociology; Political science; Art; Aesthetics; Law","score_opus":0.01447806370625555,"score_gpt":0.24303260261125115,"score_spread":0.2285545389049956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400906525","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":[0.02864956,0.0018928809,0.00002401794,0.0017029713,0.002454327,0.0006181426,0.00028947936,0.00024121207,0.9641274],"genre_scores_gemma":[0.81807274,0.0005540996,0.0000630889,0.0009622005,0.0010314769,0.000022316486,0.00007623369,0.00012409866,0.17909378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949706,0.00013753767,0.00082406256,0.0009578733,0.00174266,0.0013672673],"domain_scores_gemma":[0.9980326,0.00031600104,0.00023081145,0.0003568812,0.00023454455,0.0008291447],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00091551035,0.00063605676,0.0008985322,0.0004012726,0.00060718105,0.0033139717,0.0010515234,0.00097593194,0.00007862763],"category_scores_gemma":[0.00042643226,0.000692681,0.00022171147,0.00013612607,0.00088833534,0.0011011098,0.00051801454,0.0020621207,0.000020598365],"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":[0.000006208327,0.000008881426,0.0030437254,0.00019726763,0.00010466466,0.0007296742,0.0065344083,0.000003832713,3.2550525e-7,0.9798655,0.0031377613,0.006367781],"study_design_scores_gemma":[0.00035798925,0.00002666586,0.009507067,0.0015421266,0.00016766801,0.000008696069,0.005040389,0.00040474036,5.378848e-7,0.90516776,0.07638631,0.0013900531],"about_ca_topic_score_codex":0.9875515,"about_ca_topic_score_gemma":0.9994431,"teacher_disagreement_score":0.78942317,"about_ca_system_score_codex":0.0019319288,"about_ca_system_score_gemma":0.0027169958,"threshold_uncertainty_score":0.9995524},"labels":[],"label_agreement":null},{"id":"W4400906586","doi":"10.4337/9781800887206.00044","title":"Media literacy governance","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Literacy, Media, and Education","field":"Arts and Humanities","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; Media literacy; Literacy; Political science; Business; Sociology; Media studies; Pedagogy","score_opus":0.026325654141569066,"score_gpt":0.22690313243399016,"score_spread":0.2005774782924211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400906586","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":[0.00019476487,0.0036550213,0.0000024152594,0.0015895301,0.02712405,0.00025792833,0.0004534644,0.0004883075,0.9662345],"genre_scores_gemma":[0.012000565,0.00009257715,0.00009115642,0.0014085938,0.02814865,0.000041419233,0.000638265,0.00021958948,0.9573592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721676,0.000021657897,0.00066667,0.00074801955,0.0008302713,0.00051664264],"domain_scores_gemma":[0.99791175,0.00032974678,0.00036728958,0.0007018505,0.0004339515,0.00025539153],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004782634,0.00059210876,0.00053632556,0.00027586194,0.00029964623,0.009716778,0.0007458011,0.000394181,0.006325027],"category_scores_gemma":[0.00026741863,0.00053087476,0.00035408017,0.000012722976,0.0002827007,0.002138494,0.00020018767,0.0014862651,0.002375892],"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":[0.0000058140995,0.0000063917755,8.45291e-7,0.00015293247,0.00006505657,0.00002290136,0.21234487,3.9544343e-8,1.5426572e-7,0.5091343,0.25181326,0.026453447],"study_design_scores_gemma":[0.00011331606,0.000022801503,0.0000048720717,0.00092242134,0.00010532494,0.000008409496,0.0012407334,0.0000062420986,0.0000048393,0.15385048,0.8432021,0.0005184423],"about_ca_topic_score_codex":0.00031105036,"about_ca_topic_score_gemma":0.000622646,"teacher_disagreement_score":0.5913889,"about_ca_system_score_codex":0.00025356567,"about_ca_system_score_gemma":0.00038801198,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null},{"id":"W4400906620","doi":"10.4337/9781800885905.00041","title":"Member state implementation in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European Union Policy and Governance","field":"Social Sciences","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":"State (computer science); Member state; Political science; Computer science; Business; Member states; Programming language; International trade; European union","score_opus":0.027833287757135977,"score_gpt":0.2876041392696336,"score_spread":0.25977085151249757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400906620","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":[0.00031208506,0.0002381515,0.000002943085,0.001619319,0.0016326677,0.00026307217,0.00024558618,0.00008640407,0.99559975],"genre_scores_gemma":[0.03832236,0.00009121348,0.000022901215,0.0015833928,0.00077699526,0.000008961379,0.00004462625,0.0000773798,0.9590722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976565,0.00007472693,0.00044988043,0.00042802337,0.0008933871,0.0004974829],"domain_scores_gemma":[0.99909705,0.00011990952,0.0002483203,0.00025497068,0.00009805163,0.00018172659],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009089736,0.00025109932,0.00025678336,0.00016777965,0.00017932583,0.0010412534,0.00053665007,0.00014016364,0.0007965101],"category_scores_gemma":[0.000113439644,0.0002712876,0.00008413049,0.0000474416,0.0000903071,0.0005200964,0.00015816418,0.0008347452,0.00011105656],"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":[0.0000041316007,0.0000012311624,0.0000674367,0.000029822935,0.0000311246,0.00011933016,0.0044955737,0.0000035691387,8.515132e-7,0.77989227,0.19754605,0.01780861],"study_design_scores_gemma":[0.00011781238,0.000005692947,0.00020578782,0.00015781386,0.000012481246,9.592513e-7,0.0004211489,0.0000014769461,0.000011168022,0.048663836,0.9501185,0.00028332314],"about_ca_topic_score_codex":0.9765718,"about_ca_topic_score_gemma":0.9987497,"teacher_disagreement_score":0.7525725,"about_ca_system_score_codex":0.0018398804,"about_ca_system_score_gemma":0.004515916,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W4400906791","doi":"10.4337/9781802204537.00022","title":"Reversing Nova Scotia’s declining rural agri-food sector","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","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; Nova (rocket); Reversing; Geography; Agricultural economics; Economics; Archaeology; Materials science; Engineering","score_opus":0.03238044292665206,"score_gpt":0.21952132693869886,"score_spread":0.1871408840120468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400906791","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":[0.04293193,0.000660691,0.0000014834044,0.003578666,0.0034041668,0.0005915431,0.00012191092,0.00063167105,0.9480779],"genre_scores_gemma":[0.2319604,0.00001690462,0.00020267873,0.000588935,0.0030318147,0.0000074268028,0.00049113226,0.000020741742,0.76368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966554,0.000050544928,0.0007578595,0.0009180295,0.0008192316,0.00079892774],"domain_scores_gemma":[0.9985181,0.0003361163,0.00029407218,0.00021345935,0.0003257686,0.0003124665],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001022589,0.0006814826,0.00067133276,0.00009734627,0.0003926075,0.0028411688,0.0009192749,0.00089843996,0.0014597545],"category_scores_gemma":[0.00025888204,0.0003110139,0.0005256002,0.000102968246,0.00016918605,0.0007982768,0.0006243803,0.0015415717,0.00042229352],"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":[0.00018318694,0.00006370769,0.0020632227,0.00077483826,0.00096564187,0.0003299875,0.002173406,0.0000027748038,0.0030056762,0.18361151,0.3711142,0.43571186],"study_design_scores_gemma":[0.00015992463,0.0002302389,0.00229984,0.00085726834,0.00009348127,0.00002821414,0.00046365184,0.000005540156,0.00014647645,0.0646781,0.9299145,0.0011228116],"about_ca_topic_score_codex":0.0005554087,"about_ca_topic_score_gemma":0.0038571386,"teacher_disagreement_score":0.5588003,"about_ca_system_score_codex":0.00040695755,"about_ca_system_score_gemma":0.00012477882,"threshold_uncertainty_score":0.9999342},"labels":[],"label_agreement":null},{"id":"W4400906964","doi":"10.4337/9781802200669.00022","title":"Indigenous cities, politics, and policies in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Indigenous; Politics; Political science; Geography; Ethnology; Sociology; Ecology; Law; Biology","score_opus":0.029885681732052895,"score_gpt":0.28723814830688266,"score_spread":0.25735246657482974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400906964","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":[0.0071584857,0.0029427963,6.7157526e-7,0.0019339942,0.0046976176,0.0011125153,0.00052347267,0.0001306132,0.98149985],"genre_scores_gemma":[0.025556747,0.00032785928,0.000027228773,0.005429126,0.0018159195,0.00011679636,0.00011600544,0.00019697248,0.9664133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958698,0.00007540548,0.0009364637,0.0005979799,0.00041248623,0.0021078612],"domain_scores_gemma":[0.9982308,0.00050535717,0.00030669858,0.0004340905,0.00025404638,0.00026901142],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007762207,0.00052172627,0.00089594757,0.00048218438,0.0022111246,0.00020914483,0.00042479235,0.00089100125,0.0003065053],"category_scores_gemma":[0.00017402695,0.00050644384,0.0000834752,0.00003134459,0.0001422526,0.00014419654,0.0010359373,0.0032923752,0.000109213666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00001826192,0.00000684503,0.0060101803,0.0017267853,0.00036610986,0.0005062402,0.14827722,0.0000016100465,5.343331e-7,0.5710808,0.26950005,0.00250535],"study_design_scores_gemma":[0.0002538528,0.00004618874,0.00078896293,0.0005554954,0.00005435695,0.00001481865,0.013290185,0.0000024138762,3.9547885e-7,0.03944114,0.9450654,0.00048682626],"about_ca_topic_score_codex":0.9882875,"about_ca_topic_score_gemma":0.9990515,"teacher_disagreement_score":0.6755653,"about_ca_system_score_codex":0.0055922978,"about_ca_system_score_gemma":0.013223507,"threshold_uncertainty_score":0.9997387},"labels":[],"label_agreement":null},{"id":"W4400907336","doi":"10.4337/9781035329137.00015","title":"The state as a corporation or family? Insights from a comparative study of citizenship and taxation in Canada and China","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizenship; China; Corporation; State (computer science); Political science; Business; Law; Computer science","score_opus":0.037230803000916274,"score_gpt":0.26419227621904506,"score_spread":0.2269614732181288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400907336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54151875,0.0005573575,0.0000020468074,0.00016510955,0.0004358272,0.00061094086,0.00010099874,0.000016130141,0.45659283],"genre_scores_gemma":[0.8579011,0.000035311547,0.000005081978,0.000053964057,0.00015548283,0.000019200806,0.000008358911,0.000014168951,0.14180735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99822813,0.0001478161,0.00042279038,0.00032733922,0.00066843,0.00020548032],"domain_scores_gemma":[0.99855113,0.00052055897,0.0005355572,0.00015228306,0.00011309894,0.00012736699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043487092,0.00018534905,0.00036414177,0.000060059083,0.00025907342,0.0009466275,0.00019712446,0.00012331137,0.000004958964],"category_scores_gemma":[0.0003399206,0.00012740705,0.000021328618,0.000039174713,0.00019135921,0.00023757572,0.000094126066,0.00042139876,0.0000014502536],"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":[0.00007424305,0.000008619278,0.00061127165,0.000035453304,0.00011929235,0.000051045634,0.059632454,0.0000016419787,0.0000044800468,0.9326275,0.0041892775,0.002644712],"study_design_scores_gemma":[0.000743215,0.00021538635,0.042464964,0.0007686991,0.000064754335,0.0000015270172,0.0089053,0.00009823653,0.0000058804408,0.76333505,0.18292812,0.00046885986],"about_ca_topic_score_codex":0.9927131,"about_ca_topic_score_gemma":0.99810636,"teacher_disagreement_score":0.3163823,"about_ca_system_score_codex":0.00045924194,"about_ca_system_score_gemma":0.0015919933,"threshold_uncertainty_score":0.91283506},"labels":[],"label_agreement":null},{"id":"W4401269905","doi":"10.4337/9781802203219.00015","title":"Youth, tourism, and the SDGs: co-creating narratives of change","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Tourism; Sociology; Political science; Geography; Art; Literature; Archaeology","score_opus":0.04799354245590173,"score_gpt":0.28200256742482976,"score_spread":0.23400902496892803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401269905","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":[0.0011807623,0.005741053,0.000018402037,0.0027606941,0.0016274453,0.0008651189,0.000095441384,0.0002490536,0.98746204],"genre_scores_gemma":[0.07366058,0.0005821277,0.00042817544,0.0006797048,0.004804742,0.00009225452,0.00006173541,0.00014987458,0.9195408],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969564,0.00016528422,0.0006494792,0.00060501334,0.0011083785,0.0005154449],"domain_scores_gemma":[0.9983063,0.00034700384,0.0004965723,0.0003902593,0.00024536822,0.00021452243],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002705466,0.00045511054,0.00072478456,0.00030207582,0.0008010003,0.0017621185,0.00074051216,0.0006261525,0.00017708572],"category_scores_gemma":[0.0003205733,0.00034016973,0.0003286318,0.000057135472,0.0013793524,0.0006028016,0.0003373434,0.0010484149,0.000029397479],"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":[0.000041018408,0.000005477509,0.000012711669,0.000102405036,0.00024373074,0.000024519662,0.70786005,7.4881754e-8,0.000001134996,0.2599667,0.023686122,0.008056016],"study_design_scores_gemma":[0.00050322333,0.000038780632,0.000027255426,0.0008756878,0.00013990438,0.000004365285,0.10054842,0.0000034245902,0.000010543349,0.08083452,0.81650794,0.0005059147],"about_ca_topic_score_codex":0.0033850607,"about_ca_topic_score_gemma":0.0012817086,"teacher_disagreement_score":0.7928218,"about_ca_system_score_codex":0.00016788238,"about_ca_system_score_gemma":0.0004790781,"threshold_uncertainty_score":0.99990505},"labels":[],"label_agreement":null},{"id":"W4401605251","doi":"10.4337/9781800883413.00032","title":"COVID-19 and homelessness: Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Homelessness and Social Issues","field":"Health Professions","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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Psychology; Medicine; Virology; Pathology; Outbreak; Infectious disease (medical specialty)","score_opus":0.04884035720205945,"score_gpt":0.3422320854436207,"score_spread":0.29339172824156123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401605251","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":[0.0009120797,0.0037870195,0.000021487871,0.0027968076,0.005443643,0.00087305834,0.0005659677,0.0005313785,0.98506856],"genre_scores_gemma":[0.12678604,0.00022299064,0.000036474674,0.0029336843,0.0029998997,0.00012941167,0.00022598395,0.00027728023,0.86638826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961718,0.00014803243,0.00092176825,0.00092474284,0.00091925723,0.00091442355],"domain_scores_gemma":[0.996431,0.0008944311,0.0004444942,0.0006273375,0.00030991505,0.0012928459],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011634628,0.00066310476,0.0013878499,0.00031306248,0.0013268536,0.000683438,0.0006373602,0.001482544,0.0014564993],"category_scores_gemma":[0.0007966617,0.00061864854,0.00015555386,0.00004830345,0.00019667331,0.00033438977,0.0007388536,0.0034924112,0.00015334705],"study_design_candidate":"not_applicable","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":[0.00002952463,0.000005654725,0.0005108016,0.0048407475,0.0003282088,0.0005103503,0.03185908,7.627606e-7,0.0000015508973,0.8135835,0.1328717,0.015458135],"study_design_scores_gemma":[0.00031607278,0.000016635848,0.000043783788,0.0007867457,0.00010772529,0.0000011986806,0.011313737,0.0000051198213,8.016864e-7,0.065716945,0.92107,0.00062126125],"about_ca_topic_score_codex":0.59852785,"about_ca_topic_score_gemma":0.9658459,"teacher_disagreement_score":0.7881983,"about_ca_system_score_codex":0.0017950373,"about_ca_system_score_gemma":0.011745748,"threshold_uncertainty_score":0.9999733},"labels":[],"label_agreement":null},{"id":"W4401605327","doi":"10.4337/9781800883413.00040","title":"Preventing and ending family homelessness","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Homelessness and Social Issues","field":"Health Professions","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":"Sociology; Psychology; Criminology","score_opus":0.054260546652620666,"score_gpt":0.34655283828592415,"score_spread":0.2922922916333035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401605327","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":[0.008669502,0.004583319,0.00003831126,0.00017778484,0.0049948706,0.00091089855,0.00012263852,0.0007614752,0.9797412],"genre_scores_gemma":[0.26843625,0.00023834917,0.00013345068,0.00017013353,0.003531889,0.000115063136,0.000097210315,0.00031835228,0.7269593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604845,0.00015772022,0.0010794761,0.0009810328,0.00073522533,0.0009980899],"domain_scores_gemma":[0.9975827,0.0006420945,0.0005740472,0.00054735166,0.0003048953,0.00034895175],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018697659,0.00068638136,0.0014344055,0.00050340313,0.0012951274,0.0011888009,0.0005874787,0.0017141748,0.0003349821],"category_scores_gemma":[0.00022258388,0.0006568488,0.00026927007,0.00005360532,0.00016970681,0.00065487635,0.0010562721,0.003950049,0.00033485368],"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":[0.00001852543,0.000008210318,0.00051421276,0.0031033799,0.00032168793,0.0001335215,0.04186111,2.0637246e-7,0.000036224705,0.8675399,0.0034300738,0.083032936],"study_design_scores_gemma":[0.000396894,0.00003184593,0.00026443668,0.005585991,0.00022444892,0.0000010599149,0.019323317,0.000014851687,0.0000072302273,0.109950885,0.8632844,0.00091460603],"about_ca_topic_score_codex":0.0005693446,"about_ca_topic_score_gemma":0.0016543887,"teacher_disagreement_score":0.85985434,"about_ca_system_score_codex":0.00033567045,"about_ca_system_score_gemma":0.0004887888,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W4401605405","doi":"10.4337/9781035314942.00015","title":"Comparing legal histories","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"American Constitutional Law and Politics","field":"Social Sciences","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; History","score_opus":0.03915299503146,"score_gpt":0.2725517823938528,"score_spread":0.2333987873623928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401605405","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":[0.000009010198,0.0008669997,0.000052961528,0.0023070574,0.005420642,0.00017097125,0.00007268628,0.0005219354,0.99057776],"genre_scores_gemma":[0.05532048,0.000015831036,0.00020198434,0.0006325636,0.0045581353,0.00000846487,0.000053604126,0.00006308395,0.93914586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977033,0.00003779098,0.00036712224,0.00045317397,0.0009121541,0.00052645314],"domain_scores_gemma":[0.99874943,0.0002015494,0.00018318603,0.00030720964,0.0002456372,0.00031296993],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00065023586,0.0003247584,0.00043818526,0.00020365212,0.00078381546,0.002581726,0.000675592,0.0004675328,0.00043100622],"category_scores_gemma":[0.00024880114,0.00034819145,0.00025616388,0.000029246334,0.0015729895,0.0006372641,0.00022044653,0.0011616083,0.00029847788],"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":[0.0000033196516,0.0000021996852,0.0000116337005,0.000029140296,0.00006805076,0.00005273847,0.0010740738,9.2937006e-7,3.5655836e-7,0.8892549,0.10868932,0.00081327703],"study_design_scores_gemma":[0.00004624385,0.000011211071,0.0000013329158,0.00015527382,0.00007569207,0.0000068429977,0.00020529093,0.0000014902843,8.5865304e-7,0.055498935,0.9436207,0.00037614888],"about_ca_topic_score_codex":0.0057529397,"about_ca_topic_score_gemma":0.0041819164,"teacher_disagreement_score":0.8349314,"about_ca_system_score_codex":0.00091889227,"about_ca_system_score_gemma":0.0039130235,"threshold_uncertainty_score":0.999897},"labels":[],"label_agreement":null},{"id":"W4401869390","doi":"10.4337/9781035318162.00007","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":0.01682825016993848,"score_gpt":0.24485120880279407,"score_spread":0.2280229586328556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401869390","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":[0.0000021757762,0.0002675424,0.00002703681,0.06540579,0.00766301,0.00030372513,0.00002277376,0.001086179,0.92522174],"genre_scores_gemma":[0.0028448177,0.000034549088,0.0002391071,0.00048798337,0.021861896,0.000008450131,0.00009951928,0.00017925497,0.9742444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738026,0.000051797026,0.0003993727,0.00070912536,0.0010347683,0.00042469802],"domain_scores_gemma":[0.99867666,0.000086444874,0.00020224502,0.00048500998,0.00031397716,0.00023568979],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010589525,0.00032663808,0.00031708364,0.00039898165,0.00053424324,0.0040667304,0.0006942208,0.0006880136,0.004936764],"category_scores_gemma":[0.00047486916,0.00035982922,0.00017516721,0.00009591118,0.00039604353,0.00093281496,0.00018001685,0.0012114265,0.0024251188],"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":[0.0000014411396,0.000001991331,8.207767e-7,0.000019745796,0.0000444839,0.000010065701,0.0015346844,5.486884e-7,0.0000034622656,0.6387056,0.3562014,0.0034757336],"study_design_scores_gemma":[0.00005379301,0.000008529243,0.0000022956074,0.00008221523,0.00006973167,0.0000037714299,0.00009287086,9.209494e-7,0.000019201736,0.10836256,0.89097464,0.00032944346],"about_ca_topic_score_codex":0.00027010072,"about_ca_topic_score_gemma":0.0012481918,"teacher_disagreement_score":0.53477323,"about_ca_system_score_codex":0.000524742,"about_ca_system_score_gemma":0.0005819414,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W4401990642","doi":"10.4337/9781035307050.00009","title":"“The winter we danced”: Emotion, embodiment, and Indigenous legal orders in the Canadian constitutional law classroom","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law in Society and Culture","field":"Social Sciences","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":"Indigenous; Law; Political science; Sociology; Psychology","score_opus":0.01851491026558276,"score_gpt":0.2509667872297935,"score_spread":0.2324518769642107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401990642","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":[0.000047739282,0.0017788332,0.000003869863,0.026399845,0.0020366032,0.0005299969,0.000085014915,0.00007489668,0.9690432],"genre_scores_gemma":[0.08424359,0.00038272588,0.000052108586,0.0063217096,0.002058868,0.000053131764,0.00008744105,0.000044526656,0.9067559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762154,0.0001191712,0.00033158154,0.0004475673,0.0008542328,0.00062588375],"domain_scores_gemma":[0.99898535,0.00019065721,0.00013059149,0.00028632896,0.00018222582,0.00022484537],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0018866368,0.00029547338,0.00022857373,0.000041305975,0.0037252926,0.0064857192,0.00089991075,0.0007813443,0.00009950883],"category_scores_gemma":[0.000105471845,0.00019991506,0.00017132409,0.00006179959,0.0034179217,0.00060990104,0.00010360887,0.0018259452,0.000054028595],"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":[0.0000027220979,0.0000028136392,0.000014152786,0.000014616556,0.000069048874,0.00003198101,0.040791463,9.707695e-7,1.8316207e-7,0.858146,0.09992925,0.000996808],"study_design_scores_gemma":[0.00009683547,0.0000104450455,0.0000056710924,0.00015178559,0.000032726206,0.000012787352,0.0060515953,6.3944293e-7,3.1805865e-7,0.18948248,0.8039447,0.00021002702],"about_ca_topic_score_codex":0.114239685,"about_ca_topic_score_gemma":0.9224196,"teacher_disagreement_score":0.8081799,"about_ca_system_score_codex":0.0007847189,"about_ca_system_score_gemma":0.0023347186,"threshold_uncertainty_score":0.9992942},"labels":[],"label_agreement":null},{"id":"W4402166027","doi":"10.4337/9781035351091.00012","title":"Local Government Reforms in Canada","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Political science; Government (linguistics); Public administration; Philosophy","score_opus":0.021122388740771804,"score_gpt":0.2278442702680615,"score_spread":0.2067218815272897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402166027","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":[0.00049990986,0.0003068364,0.000020417463,0.0028793917,0.0018129215,0.00028280105,0.000066190674,0.000054256372,0.99407727],"genre_scores_gemma":[0.13472925,0.00029836496,0.000054315657,0.0012873729,0.0010220781,0.00001682935,0.000008191757,0.000048410442,0.8625352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950183,0.00004925766,0.00046954336,0.00055982237,0.0031133126,0.0007897364],"domain_scores_gemma":[0.99868935,0.00012917277,0.00040955286,0.0003266831,0.00009627448,0.00034895618],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008620681,0.00031372803,0.00043641392,0.0000464802,0.0005180039,0.0005105894,0.0011707868,0.0004460739,0.0003211397],"category_scores_gemma":[0.0002830709,0.0002960959,0.00013903763,0.0000665021,0.0004728336,0.0006562398,0.00020325361,0.00091703347,0.000026119262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000020137426,0.000010731744,0.00088832807,0.00001869185,0.00003823515,0.00030738759,0.010990612,0.000020345346,4.5523066e-7,0.19929603,0.6061635,0.18224552],"study_design_scores_gemma":[0.00015215653,0.00001334502,0.00078611396,0.00011648652,0.000006056342,0.0000019968434,0.002476166,0.0000085161055,0.0000027761284,0.0042586066,0.9917701,0.00040769545],"about_ca_topic_score_codex":0.9927386,"about_ca_topic_score_gemma":0.9993617,"teacher_disagreement_score":0.38560656,"about_ca_system_score_codex":0.009464609,"about_ca_system_score_gemma":0.009589583,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W4402208792","doi":"10.4337/9781035352883.00015","title":"Strategic environmental human resources management and organizational performance: an exploratory study of the Canadian manufacturing sector","year":2002,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":23,"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; Exploratory research; Manufacturing sector; Human resource management; Knowledge management; Human resources; Process management; Environmental resource management; Management; Computer science; Environmental science; Sociology; Economics","score_opus":0.020263238425883363,"score_gpt":0.17721451913758743,"score_spread":0.15695128071170406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402208792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73893905,0.000027542188,2.0682904e-7,0.00007051493,0.00024241998,0.00088556425,0.00001485888,0.00006176928,0.25975809],"genre_scores_gemma":[0.9523464,0.0000045719435,0.000011885689,0.0003092169,0.00077049073,0.00002974474,0.000095057694,0.00014040926,0.046292238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973943,0.000026759397,0.000523372,0.00068447925,0.00094768166,0.0004233964],"domain_scores_gemma":[0.998615,0.000014567255,0.0004844078,0.0007685324,0.000048729198,0.00006876552],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044564164,0.00051905407,0.00035878958,0.0005031967,0.0010787323,0.0016647932,0.0009169864,0.00028850033,0.0009457751],"category_scores_gemma":[0.000008613988,0.00046536516,0.00007024315,0.00005073999,0.00031551538,0.0017140629,0.0009349366,0.00063192524,0.00002658234],"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":[0.0002519823,0.003099917,0.6731527,0.011917878,0.0033545904,0.00072382955,0.034012027,0.0022845322,0.00030675443,0.2255584,0.014112507,0.031224886],"study_design_scores_gemma":[0.0042905235,0.0003123416,0.5752014,0.0009011626,0.0013182205,0.000028853952,0.019710666,0.0003002381,0.00017877725,0.026579395,0.36688003,0.0042983848],"about_ca_topic_score_codex":0.0050064353,"about_ca_topic_score_gemma":0.032290686,"teacher_disagreement_score":0.35276753,"about_ca_system_score_codex":0.00061108347,"about_ca_system_score_gemma":0.00003477722,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W4402389994","doi":"10.4337/9781035309320.00031","title":"Preserving institutional legitimacy through openness: the Supreme Court of Canada and Chief Justice Wagner","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","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":"Supreme court; Legitimacy; Openness to experience; Political science; Law; Economic Justice; Law and economics; Sociology; Psychology; Social psychology","score_opus":0.03518090092892873,"score_gpt":0.2617089170299404,"score_spread":0.2265280161010117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402389994","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":[0.00014668111,0.0032970284,0.000029404004,0.008648118,0.0024787695,0.00040531153,0.00020137918,0.00006627131,0.984727],"genre_scores_gemma":[0.13812906,0.00047086272,0.00022685874,0.0017978764,0.004732823,0.000062454914,0.00005433601,0.00005964711,0.8544661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974437,0.00004779992,0.00041143713,0.00043222832,0.0012536361,0.00041122045],"domain_scores_gemma":[0.99860626,0.00040292522,0.00020316614,0.0002409636,0.00042481994,0.00012187463],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008681636,0.00029635147,0.00038640632,0.00006277747,0.0019452267,0.00094268395,0.0008088024,0.00024434837,0.000205801],"category_scores_gemma":[0.0006081479,0.00022610703,0.00011498454,0.000053143285,0.0016941912,0.00077716226,0.00067177706,0.00074535946,0.000007793883],"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":[0.000009270565,0.0000043088567,0.000014553545,0.00008166129,0.00016640924,0.000025255144,0.0024393443,0.000009394944,9.977963e-7,0.9158221,0.0807388,0.0006879136],"study_design_scores_gemma":[0.000081331804,0.000008659246,0.000062282306,0.00035351323,0.00017567829,0.0000058181085,0.0008226508,0.000004086713,0.000002599132,0.23295583,0.7653098,0.00021774444],"about_ca_topic_score_codex":0.7199861,"about_ca_topic_score_gemma":0.9065531,"teacher_disagreement_score":0.684571,"about_ca_system_score_codex":0.0003203335,"about_ca_system_score_gemma":0.0043864823,"threshold_uncertainty_score":0.9993541},"labels":[],"label_agreement":null},{"id":"W4402390052","doi":"10.4337/9781800886520.00014","title":"Industrial design law in Canada - 2024","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Law, AI, and Intellectual Property","field":"Computer Science","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":"Engineering; Law; Political science","score_opus":0.059976450752350786,"score_gpt":0.20806665031568827,"score_spread":0.1480901995633375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402390052","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":[0.0000022315967,0.0005161681,0.004689872,0.0011928693,0.009738397,0.0004920318,0.00002953133,0.00025489143,0.983084],"genre_scores_gemma":[0.0048476798,0.00001679047,0.0011908511,0.00271343,0.0017797869,0.000030536296,0.000018975323,0.00013240155,0.98926955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961031,0.000090845315,0.00076734996,0.0011874277,0.0010958017,0.00075548794],"domain_scores_gemma":[0.99790525,0.0003710804,0.00018023264,0.0010645567,0.00016384979,0.00031500572],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010318301,0.00061050657,0.00065295113,0.0003494083,0.00015562733,0.004342644,0.002887636,0.00072381506,0.00044821977],"category_scores_gemma":[0.00022854544,0.00052748737,0.00018343309,0.000105522624,0.00015704615,0.0013133794,0.0011271338,0.0027042862,0.00025900855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010084293,0.000003518116,5.974486e-7,0.000026530157,0.000060946863,0.00025157264,0.00034064322,0.000015225199,0.000003468666,0.46524113,0.516256,0.017790299],"study_design_scores_gemma":[0.00023434008,0.000071713905,2.0947597e-7,0.00043398535,0.00002102525,0.000028758377,0.000011683087,0.0023786644,0.00014219429,0.09379045,0.9022424,0.00064454693],"about_ca_topic_score_codex":0.58960414,"about_ca_topic_score_gemma":0.70654666,"teacher_disagreement_score":0.38598645,"about_ca_system_score_codex":0.001668109,"about_ca_system_score_gemma":0.0062636063,"threshold_uncertainty_score":0.99971765},"labels":[],"label_agreement":null},{"id":"W4402390084","doi":"10.4337/9781789909418.00034","title":"Trying to insert themselves as a square peg into a round hole: experiences of newcomers as coaches in the Canadian amateur sport system","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Physical Education and Pedagogy","field":"Health Professions","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":"Amateur; PEG ratio; Square (algebra); Insert (composites); Engineering; Advertising; Political science; Business; Mechanical engineering; Mathematics; Law","score_opus":0.08108965893814844,"score_gpt":0.38854601935295074,"score_spread":0.3074563604148023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402390084","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":[0.11715388,0.00023625046,0.0000013613464,0.0037019635,0.0027017437,0.0013246898,0.000033916018,0.00013664477,0.87470955],"genre_scores_gemma":[0.7739149,0.000004091149,0.000028235689,0.003748382,0.00084453606,0.0005081376,0.000081277474,0.00009533823,0.22077513],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652356,0.00018767649,0.0010236024,0.00067681266,0.0008497411,0.00073858397],"domain_scores_gemma":[0.997518,0.0004411032,0.00042474433,0.0007714848,0.0002720417,0.0005726483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015578098,0.00048622632,0.000780779,0.0008223759,0.00074910733,0.0006808956,0.0012523356,0.0007302609,0.00025656112],"category_scores_gemma":[0.00035257533,0.0003699942,0.00021305717,0.0001706703,0.00017272845,0.00041861626,0.00021558504,0.0022984906,0.00055904774],"study_design_candidate":"qualitative","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":[0.00003569319,0.000014428213,0.00026857815,0.0009860588,0.000066145985,0.00005316128,0.5696269,0.0000024120766,0.000006009046,0.41418543,0.013037269,0.0017178771],"study_design_scores_gemma":[0.00015911604,0.00007513488,0.0001479998,0.0026182192,0.00004277108,0.000009289241,0.39145413,0.000010318251,0.000007676829,0.006874538,0.5982259,0.00037494497],"about_ca_topic_score_codex":0.42219278,"about_ca_topic_score_gemma":0.36126202,"teacher_disagreement_score":0.656761,"about_ca_system_score_codex":0.0010395373,"about_ca_system_score_gemma":0.006188502,"threshold_uncertainty_score":0.9998752},"labels":[],"label_agreement":null},{"id":"W4402390105","doi":"10.4337/9781802204599.00014","title":"Old tensions and new questions: the expansion of refugee sponsorship","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","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":"Refugee; Political science; Law","score_opus":0.04860968090452282,"score_gpt":0.2920010860226457,"score_spread":0.24339140511812285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402390105","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":[0.00056369766,0.00221036,0.0000149587495,0.007187465,0.001253681,0.00036339762,0.000051881212,0.0001955274,0.98815906],"genre_scores_gemma":[0.0154187735,0.00008888284,0.00035489665,0.0005608356,0.0015790509,0.0000093765375,0.000017863029,0.000074761236,0.98189557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785036,0.00013113655,0.00041994677,0.00044510092,0.0007347619,0.000418716],"domain_scores_gemma":[0.99810654,0.00057141355,0.00022456309,0.00053160544,0.00023342621,0.00033247183],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022263832,0.00028635783,0.00035002618,0.00037736594,0.0006518631,0.0011124937,0.0005779086,0.0006435564,0.0001154886],"category_scores_gemma":[0.0009704276,0.00021805719,0.00025500328,0.000080937585,0.0009033905,0.00032772336,0.00025860133,0.0010939192,0.000035916502],"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":[0.000008895335,0.0000025537433,0.000008978252,0.000039730137,0.000051825675,0.00000955653,0.009217462,2.1729215e-7,0.0000031642662,0.93814534,0.046098858,0.0064134323],"study_design_scores_gemma":[0.000049260638,0.00002045512,0.000032304302,0.0004225852,0.000091569105,0.0000030844699,0.00096205383,0.0000016914896,0.0000037576638,0.3439335,0.6543095,0.00017022796],"about_ca_topic_score_codex":0.0031364434,"about_ca_topic_score_gemma":0.0013962183,"teacher_disagreement_score":0.6082107,"about_ca_system_score_codex":0.000068624366,"about_ca_system_score_gemma":0.000733279,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W4402402367","doi":"10.4337/9781803926865.00037","title":"The academic labour market in Canada: tides of change","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","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":"Economics; Labour economics; Business","score_opus":0.044165948601911684,"score_gpt":0.2794986762277244,"score_spread":0.2353327276258127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402367","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":[0.0005156032,0.0027995799,3.1033557e-7,0.010721266,0.0034916974,0.00034366595,0.00006515902,0.000038209884,0.9820245],"genre_scores_gemma":[0.023826914,0.0009640108,0.000031391406,0.0009772173,0.0012681416,0.000060983144,0.000008124384,0.00004147603,0.9728217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765337,0.000057607576,0.00048951665,0.0003123433,0.001063056,0.0004241131],"domain_scores_gemma":[0.99875844,0.00036665823,0.00031569455,0.00025280842,0.00017335863,0.00013301641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017149501,0.00020890335,0.00027820183,0.00013012068,0.00024112445,0.00043222023,0.0008400753,0.000329132,0.00038030805],"category_scores_gemma":[0.00031668917,0.00017173543,0.000071223556,0.000070863716,0.00015819095,0.0003428129,0.00014960003,0.0010467703,0.000029434617],"study_design_candidate":"not_applicable","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":[0.0000060128323,0.0000015844053,0.000682014,0.00004900048,0.00003798776,0.000011719381,0.009410609,8.662036e-8,3.5764376e-7,0.599168,0.36626083,0.024371833],"study_design_scores_gemma":[0.00004734624,0.0000030638712,0.0029229037,0.00040254387,0.0000093839135,4.9940877e-7,0.000834069,4.3068403e-7,0.0000040278946,0.036943104,0.9586454,0.00018720486],"about_ca_topic_score_codex":0.849921,"about_ca_topic_score_gemma":0.976158,"teacher_disagreement_score":0.5923846,"about_ca_system_score_codex":0.0016604959,"about_ca_system_score_gemma":0.008987935,"threshold_uncertainty_score":0.9966302},"labels":[],"label_agreement":null},{"id":"W4402402369","doi":"10.4337/9781803926865.00018","title":"Academic staff trade unions: the past, present and future of faculty unionisation in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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":"Political science; Psychology; Labour economics; Economics","score_opus":0.02186646043247024,"score_gpt":0.23713778972256033,"score_spread":0.2152713292900901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402369","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":[0.00037258858,0.0030314615,7.9291345e-7,0.037462622,0.0017545521,0.0003975487,0.0003635405,0.000036307163,0.9565806],"genre_scores_gemma":[0.012629694,0.00088297727,0.000014733643,0.00039202807,0.006373536,0.000024668632,0.00013855411,0.00006534213,0.9794785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982556,0.00008145468,0.00034771708,0.0002951798,0.0007481073,0.00027190935],"domain_scores_gemma":[0.9992564,0.00011296886,0.00019835918,0.00021012465,0.000055299584,0.00016687856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007147225,0.00016599665,0.00024141863,0.0003935357,0.00046754995,0.00095017516,0.0004907348,0.00042336527,0.00010645518],"category_scores_gemma":[0.00003544278,0.00016497888,0.00007170365,0.00006684327,0.00044399794,0.00036103683,0.00009051778,0.0013468408,0.0000025100921],"study_design_candidate":"not_applicable","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":[0.0000039965894,0.0000019194574,0.000021782904,0.000076584765,0.000038762762,0.000018784112,0.014103421,0.0000041319336,7.4619226e-7,0.5664531,0.38481653,0.034460228],"study_design_scores_gemma":[0.00007169545,0.0000065091212,0.00025128396,0.00014088488,0.00003519938,0.0000018465545,0.0045245467,0.000003932477,3.4213497e-7,0.018741002,0.9760597,0.00016307672],"about_ca_topic_score_codex":0.98993665,"about_ca_topic_score_gemma":0.9994342,"teacher_disagreement_score":0.59124315,"about_ca_system_score_codex":0.0027065324,"about_ca_system_score_gemma":0.0074200863,"threshold_uncertainty_score":0.9982069},"labels":[],"label_agreement":null},{"id":"W4402402391","doi":"10.4337/9781803926865.00026","title":"The gendered challenges of working from home in 2020-2021: an Australian-Canadian study","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Digital Economy and Work Transformation","field":"Social Sciences","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":"Geography; Political science","score_opus":0.06406004249171747,"score_gpt":0.26361175938341197,"score_spread":0.1995517168916945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402391","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":[0.0019829448,0.0010548271,7.8500904e-7,0.003834595,0.001553305,0.0006502119,0.00007415615,0.0000664086,0.99078274],"genre_scores_gemma":[0.7568466,0.00032814097,0.000022596867,0.000053961823,0.0010687803,0.000031930736,0.000059710153,0.000056507135,0.24153177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977388,0.00010202994,0.00061865,0.00048513155,0.0005272711,0.0005281678],"domain_scores_gemma":[0.9987552,0.0002378087,0.00020254287,0.00041898922,0.000085679356,0.0002997805],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018796275,0.00029230822,0.00039574312,0.00031728196,0.00040676305,0.0031250676,0.000996064,0.00050070207,0.00018847176],"category_scores_gemma":[0.00006867564,0.00026666187,0.00015373333,0.000064817854,0.000223901,0.001320017,0.000068588015,0.0008835569,0.00007511234],"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":[0.000018324394,0.000023102659,0.0002487876,0.000024116986,0.00020442795,0.0000485662,0.05747183,0.000006333757,1.1295801e-7,0.6509127,0.0023636934,0.28867802],"study_design_scores_gemma":[0.00016089912,0.000049250528,0.00047987633,0.00030957314,0.000039580456,2.7843691e-7,0.018205458,0.000004294864,7.217963e-7,0.1641674,0.8162679,0.00031473415],"about_ca_topic_score_codex":0.054430608,"about_ca_topic_score_gemma":0.8562554,"teacher_disagreement_score":0.8139042,"about_ca_system_score_codex":0.0003773018,"about_ca_system_score_gemma":0.0006611557,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W4402402734","doi":"10.4337/9781035314294.00033","title":"Engaging students at a French-speaking Canadian distance university","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","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":"Mathematics education; Psychology; Sociology","score_opus":0.020398674237459176,"score_gpt":0.2025324501582353,"score_spread":0.18213377592077612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402734","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":[0.0021601273,0.0010160535,0.000009205449,0.00030781043,0.0028532075,0.00019362086,0.00025245326,0.00051300286,0.9926945],"genre_scores_gemma":[0.13933145,0.0000050194926,0.000024526864,0.0005065651,0.001958146,0.0000017397124,0.00019018199,0.00014198311,0.8578404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766034,0.00005855065,0.0003067871,0.00074189674,0.00059541914,0.0006369931],"domain_scores_gemma":[0.99866176,0.00013875193,0.00021176862,0.00050286925,0.00012090598,0.00036392664],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006694406,0.00049827865,0.00042609358,0.0006772033,0.0015303555,0.0049273525,0.0009777135,0.00030430008,0.0050439676],"category_scores_gemma":[0.00008500031,0.0005225969,0.00027958464,0.000013918172,0.00020346821,0.000603733,0.0004245289,0.00244217,0.0005606732],"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":[0.000006850188,0.0000049495316,0.00009108794,0.0001414273,0.00035799362,0.0010614282,0.10286303,0.0000030327824,8.390438e-7,0.83041155,0.044744056,0.020313738],"study_design_scores_gemma":[0.000173166,0.000017036664,0.000014362982,0.0007816719,0.00012998603,0.000013338008,0.0031899703,0.00001979828,7.1791635e-7,0.00231018,0.9927495,0.00060026883],"about_ca_topic_score_codex":0.17108783,"about_ca_topic_score_gemma":0.764496,"teacher_disagreement_score":0.94800544,"about_ca_system_score_codex":0.0012630996,"about_ca_system_score_gemma":0.00026694767,"threshold_uncertainty_score":0.9998592},"labels":[],"label_agreement":null},{"id":"W4402402803","doi":"10.4337/9781803925936.00037","title":"Health systems resilience in Canada: a literature review and case studies to inform strengthened resilience","year":2024,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Disaster Response and Management","field":"Health Professions","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":"Resilience (materials science); Environmental planning; Environmental resource management; Geography; Political science; Psychology; Environmental science; Materials science","score_opus":0.08584259787117382,"score_gpt":0.43745491496785305,"score_spread":0.3516123170966792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402803","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":[0.000015630083,0.9806572,0.0000030940507,0.0027430397,0.0019726926,0.0058892844,0.00026841692,0.00010974283,0.008340857],"genre_scores_gemma":[0.000031168285,0.9670193,0.000051860912,0.005446818,0.00023283277,0.0019265835,0.000048361977,0.000077124554,0.025165953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932137,0.0016546511,0.0022460525,0.0010322449,0.0006826673,0.0011706903],"domain_scores_gemma":[0.9965748,0.0008424345,0.00073161494,0.0010441253,0.00024845125,0.00055855396],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004551969,0.00071707624,0.0030386092,0.00075756316,0.0005889727,0.00064118474,0.00078696193,0.0002762563,0.000006802415],"category_scores_gemma":[0.0021074014,0.00051235163,0.00013928636,0.0011188402,0.000050542898,0.0005947151,0.0014792329,0.0023649728,0.000047482787],"study_design_candidate":"not_applicable","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":[0.0000065443455,0.0000045215165,0.0000019572703,0.3245678,0.00010757221,0.0016881622,0.006246308,5.4279974e-7,1.3400068e-9,0.0011450197,0.3042483,0.3619833],"study_design_scores_gemma":[0.00009556291,0.000035110406,9.699264e-7,0.31048197,0.0002450674,0.00025685507,0.0046877423,0.0000016990739,1.621237e-9,0.000015279124,0.6838875,0.0002922618],"about_ca_topic_score_codex":0.27743813,"about_ca_topic_score_gemma":0.79139066,"teacher_disagreement_score":0.5139525,"about_ca_system_score_codex":0.0032168378,"about_ca_system_score_gemma":0.009770577,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W4402403397","doi":"10.4337/9781035322824.00006","title":"Human security and climate change in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","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":"Human security; Climate change; Political science; Geography; Geology; Law; Oceanography","score_opus":0.08560326201462715,"score_gpt":0.2923099429145597,"score_spread":0.20670668089993255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402403397","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":[0.0067863134,0.00090612605,2.9809226e-7,0.0024171358,0.0015075356,0.00068776036,0.0002443473,0.00017431089,0.9872762],"genre_scores_gemma":[0.5933446,0.001048399,0.000066266475,0.0021269687,0.005656464,0.00021675332,0.0005832048,0.00030826128,0.39664903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747586,0.00006850238,0.0004549207,0.00059902016,0.0008284911,0.0005732017],"domain_scores_gemma":[0.9990039,0.00011255709,0.00024045934,0.0002623688,0.00015884261,0.00022188932],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012386701,0.00033470828,0.00038718298,0.00034811613,0.00045268663,0.0016337632,0.00036606312,0.00044412393,0.0002500549],"category_scores_gemma":[0.0001223389,0.000381407,0.000072744835,0.000058799644,0.00016444811,0.00085143966,0.00021157645,0.000853169,0.000021543827],"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":[0.0000057988427,0.000005646419,0.000874677,0.00028454978,0.000035237586,0.00010652687,0.07617567,3.458532e-7,0.00000442946,0.8958535,0.01518042,0.011473194],"study_design_scores_gemma":[0.00023527698,0.000023157994,0.00096173136,0.00091109774,0.00006517283,0.000003610601,0.0053692795,0.00006523399,0.000003260176,0.08033873,0.91127014,0.0007532869],"about_ca_topic_score_codex":0.94961447,"about_ca_topic_score_gemma":0.9995892,"teacher_disagreement_score":0.89608973,"about_ca_system_score_codex":0.0020363627,"about_ca_system_score_gemma":0.0011105032,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W4402403907","doi":"10.4337/9781803924212.00034","title":"All necessary measures? The obligation to protect disabled persons in disasters","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disaster Response and Management","field":"Health Professions","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":"Obligation; Internet privacy; Psychology; Business; Computer security; Political science; Law; Computer science","score_opus":0.07949181671671639,"score_gpt":0.3497349360155711,"score_spread":0.2702431192988547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402403907","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":[0.00040892456,0.00014890509,0.00022993282,0.026900664,0.002466647,0.0049114744,0.000094171985,0.0003752587,0.964464],"genre_scores_gemma":[0.01043338,0.000010992083,0.000098230594,0.009059298,0.0013415852,0.0015040467,0.00012451831,0.00025110645,0.97717685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955637,0.00042739668,0.00097534555,0.0009687146,0.0010881505,0.000976717],"domain_scores_gemma":[0.9975764,0.0004794212,0.00034947565,0.0011456902,0.0001401025,0.00030890518],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032307743,0.00063407805,0.00062367175,0.00074873434,0.00050689117,0.0010498776,0.0012138366,0.0006652862,0.0002903908],"category_scores_gemma":[0.0003860666,0.00046610867,0.0002725753,0.00012197907,0.00010341192,0.00059499964,0.0011702745,0.0030801718,0.0015693489],"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":[0.00034621154,0.000024867068,0.000032128642,0.00094432104,0.0003891203,0.0000951246,0.052777484,0.00002371419,0.000034881356,0.24848764,0.6803132,0.016531305],"study_design_scores_gemma":[0.00042279775,0.00006059825,0.000054071705,0.002761528,0.0001426748,0.0000018925776,0.004173036,0.000026744574,0.0000031901184,0.035478108,0.95638347,0.0004918944],"about_ca_topic_score_codex":0.0006586618,"about_ca_topic_score_gemma":0.0031518908,"teacher_disagreement_score":0.27607027,"about_ca_system_score_codex":0.00075019395,"about_ca_system_score_gemma":0.0004830442,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W4403092080","doi":"10.4337/9781035351046.00024","title":"Have Young Workers Lost Their (Collective) Voice? Youth-Adult Preferences for Workplace Voice in Canada","year":2008,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Psychology","score_opus":0.03249940340224088,"score_gpt":0.23863913488014044,"score_spread":0.20613973147789955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403092080","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":[0.0038357596,0.00032319993,0.00004476199,0.0009907208,0.0027021708,0.0016354184,0.00085562596,0.00010475448,0.9895076],"genre_scores_gemma":[0.116820246,0.00016869456,0.00018061827,0.0011665166,0.0013981038,0.00011077724,0.0001671874,0.00013189152,0.879856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99590147,0.00016589416,0.0007126632,0.0009226668,0.0011800629,0.0011172531],"domain_scores_gemma":[0.99709463,0.0006535542,0.0005695599,0.00050923915,0.0007767448,0.00039627156],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009357898,0.00062965037,0.00072272104,0.0003455604,0.0011581293,0.0014170164,0.0013725888,0.00070384576,0.00014089559],"category_scores_gemma":[0.00073438516,0.0005858469,0.00024035742,0.00013388552,0.00031595182,0.000823752,0.00020722034,0.0012546546,0.000004992277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034602106,0.00010177618,0.02448359,0.000101453385,0.0009815048,0.00009297567,0.16188213,0.000072871444,0.000002552395,0.08290718,0.70103353,0.027994424],"study_design_scores_gemma":[0.00083042233,0.000052438772,0.0033759691,0.00063363154,0.000076963675,0.0000013798348,0.018824022,0.000015039924,0.000008864414,0.007024932,0.9681427,0.0010136428],"about_ca_topic_score_codex":0.935664,"about_ca_topic_score_gemma":0.99857384,"teacher_disagreement_score":0.2671092,"about_ca_system_score_codex":0.0035382686,"about_ca_system_score_gemma":0.012114287,"threshold_uncertainty_score":0.9996593},"labels":[],"label_agreement":null},{"id":"W4403276424","doi":"10.4337/9781800377998.ch04","title":"The infrastructures of knowing","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Water Governance and Infrastructure","field":"Social Sciences","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":0.013411580079146815,"score_gpt":0.2479293853478685,"score_spread":0.23451780526872168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403276424","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":[0.0001109843,0.001696606,0.000009440852,0.0014381554,0.0040947334,0.0002733737,0.00008481736,0.00017020505,0.9921217],"genre_scores_gemma":[0.01555772,0.00019869127,0.00014333618,0.00025516804,0.0032916851,0.00000815399,0.000018786594,0.00009301372,0.98043346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737155,0.00004611223,0.0005175704,0.00041565215,0.0011399038,0.00050920714],"domain_scores_gemma":[0.9984283,0.00024289274,0.00041018732,0.0005219636,0.00025531295,0.00014133287],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009893626,0.00034659507,0.0003907523,0.00014020782,0.0007451892,0.0025170683,0.0013591765,0.000710977,0.00031123328],"category_scores_gemma":[0.00040360427,0.00024383956,0.000330695,0.000044362296,0.00078102556,0.000624433,0.0003393694,0.0013490093,0.000054030817],"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":[0.000006875033,6.483169e-7,0.000010515351,0.000039954306,0.00010428982,0.000008660299,0.0054246867,0.000001559097,0.000014589019,0.77648777,0.1857922,0.032108255],"study_design_scores_gemma":[0.000043259035,0.000011982437,0.000029021494,0.00022625871,0.000039206287,0.0000015127266,0.0002620037,8.959098e-7,0.000057317568,0.33564007,0.66351044,0.00017800555],"about_ca_topic_score_codex":0.0010909438,"about_ca_topic_score_gemma":0.0020033577,"teacher_disagreement_score":0.47771826,"about_ca_system_score_codex":0.00020490878,"about_ca_system_score_gemma":0.0006571192,"threshold_uncertainty_score":0.9985184},"labels":[],"label_agreement":null},{"id":"W4403417270","doi":"10.4337/9781803925738.00012","title":"Anti-Muslim hate crimes in the United States and Canada: visibility and the minority-group threat thesis","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","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":"Visibility; Criminology; Hate crime; Political science; Group (periodic table); Psychology; Geography; Physics; Meteorology","score_opus":0.020111480034339834,"score_gpt":0.2557771908820611,"score_spread":0.23566571084772125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417270","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":[0.31011093,0.0038649791,0.000012512226,0.032194264,0.0020612918,0.0015890844,0.00035892086,0.00022897107,0.64957905],"genre_scores_gemma":[0.93593293,0.0009484942,0.000004942082,0.0036884525,0.0007623608,0.00003449506,0.000048006044,0.000045620032,0.05853471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966514,0.0004800724,0.00051225815,0.0007019195,0.0009524101,0.0007019472],"domain_scores_gemma":[0.99693424,0.0019685612,0.00016498778,0.0005660952,0.00014622971,0.00021986928],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0036895145,0.00045976136,0.0005878921,0.00020121169,0.00070404174,0.0028985348,0.0010089539,0.0004265042,0.00003641573],"category_scores_gemma":[0.00046287698,0.00027494505,0.00012772517,0.00007689837,0.0017371789,0.00043521932,0.00029004534,0.001352824,0.000004432544],"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":[0.00009351627,0.00002819272,0.0019157833,0.00040541813,0.00027018174,0.00016597372,0.35818592,9.2610196e-7,0.0000010372116,0.59298766,0.03222752,0.01371787],"study_design_scores_gemma":[0.00074924954,0.000063155436,0.0046790093,0.0007716017,0.00036455924,0.000017594866,0.16724974,0.000117089054,0.0000026868838,0.21820267,0.6068544,0.00092823914],"about_ca_topic_score_codex":0.8686404,"about_ca_topic_score_gemma":0.86492133,"teacher_disagreement_score":0.625822,"about_ca_system_score_codex":0.00027867404,"about_ca_system_score_gemma":0.00058884226,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null},{"id":"W4403417275","doi":"10.4337/9781803925738.00007","title":"The definitional and methodological challenges of studying hate crimes: evaluating official statistics, victimization, and self-report data","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","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":"Hate crime; Criminology; Psychology; Crime statistics; Political science; Data science; Computer science","score_opus":0.16098094888266887,"score_gpt":0.3344047743211416,"score_spread":0.1734238254384727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417275","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016755011,0.01490342,0.4468698,0.0032180767,0.004594279,0.0012936967,0.00038187686,0.0011283691,0.52744293],"genre_scores_gemma":[0.008584694,0.006108048,0.90003055,0.00044078706,0.0029093842,0.00008883764,0.0006654204,0.0003074441,0.0808648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969373,0.00021684109,0.0006980955,0.001002133,0.0008526867,0.00029295028],"domain_scores_gemma":[0.9963018,0.0016920973,0.0005026433,0.00092020526,0.00046571143,0.00011755288],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005798749,0.000330634,0.00041822717,0.00018884517,0.0005105761,0.002241103,0.0009971099,0.00030423127,0.000007196534],"category_scores_gemma":[0.0019278469,0.0002581652,0.00004986604,0.000037801037,0.0001871115,0.0006849701,0.0017569758,0.00072729617,0.0000048845227],"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":[0.000014012158,0.000013894131,0.0000035085543,0.0001786824,0.0003188142,0.000092624636,0.0011147568,0.000015212336,0.000010254383,0.78039324,0.0020511535,0.21579386],"study_design_scores_gemma":[0.0005467823,0.00048125203,0.00020015398,0.0007296344,0.0005297258,0.00088579924,0.00030475354,0.041378085,0.000067134984,0.76026636,0.19361192,0.0009984099],"about_ca_topic_score_codex":0.000037497954,"about_ca_topic_score_gemma":0.00007780497,"teacher_disagreement_score":0.4531608,"about_ca_system_score_codex":0.00004834097,"about_ca_system_score_gemma":0.00037241532,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W4403417373","doi":"10.4337/9781035321445.00008","title":"Environment, health, and safety","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Facilities and Workplace Management","field":"Psychology","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":"Computer science","score_opus":0.021833869879714845,"score_gpt":0.24534588533094112,"score_spread":0.2235120154512263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417373","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":[0.000009609794,0.0083182175,0.00006917827,0.006270393,0.003072802,0.00060502935,0.00023546093,0.0003119488,0.98110735],"genre_scores_gemma":[0.00019282471,0.00030147497,0.00013147813,0.0027711245,0.0007909535,0.00004349925,0.00019899904,0.0001606219,0.995409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972667,0.000045563105,0.0006037817,0.0010261921,0.00043685857,0.00062089437],"domain_scores_gemma":[0.9984239,0.00011263573,0.00021967034,0.00086300616,0.000018342922,0.00036248588],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000777719,0.0005333555,0.0005703562,0.00028852856,0.00020619867,0.0010901978,0.00041764957,0.00053642393,0.0037207403],"category_scores_gemma":[0.000017409346,0.0005288537,0.00019926278,0.000012975977,0.0001992046,0.0001621832,0.0006297442,0.001317005,0.0019672792],"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":[0.000037251848,0.0000067276123,0.000006845542,0.00019704031,0.00027581584,0.000054194636,0.0019408973,6.6574626e-7,7.219061e-8,0.5115587,0.4120593,0.073862456],"study_design_scores_gemma":[0.000301289,0.00012876722,0.000020532674,0.00030265882,0.00004928852,0.000021296108,0.00035381742,0.000002077624,1.175456e-7,0.035619784,0.9627618,0.0004385675],"about_ca_topic_score_codex":0.00026106325,"about_ca_topic_score_gemma":0.000052321997,"teacher_disagreement_score":0.5507025,"about_ca_system_score_codex":0.0002850152,"about_ca_system_score_gemma":0.00007921822,"threshold_uncertainty_score":0.9999468},"labels":[],"label_agreement":null},{"id":"W4403417673","doi":"10.4337/9781839102769.00009","title":"Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public-Private Partnership Projects","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","score_opus":0.02618234277256024,"score_gpt":0.209529963796063,"score_spread":0.18334762102350277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417673","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":[0.000034562207,0.00035231153,0.000009040699,0.0058224206,0.005743056,0.00048993184,0.000054628093,0.00090757216,0.98658645],"genre_scores_gemma":[0.012410511,0.0000031510808,0.000054644224,0.010650204,0.01114232,0.00004001657,0.0003939655,0.00041525875,0.96488994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585474,0.000006712084,0.00069021294,0.0011102499,0.0014203184,0.0009177718],"domain_scores_gemma":[0.99783695,0.000096777825,0.00051086576,0.0010059547,0.00046786378,0.00008158032],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008332538,0.0008620614,0.0006811741,0.00096798927,0.000261353,0.010920175,0.0016874613,0.0006640965,0.0010185236],"category_scores_gemma":[0.0004355035,0.00085664337,0.0002876976,0.00012678809,0.00010724333,0.00284645,0.0014345277,0.0018946416,0.0017721106],"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":[0.000005988899,0.0000024168278,0.000008524396,0.0003147682,0.00010240446,0.00016163306,0.000013511741,0.0000012889748,0.0000033667775,0.49540588,0.501207,0.0027732493],"study_design_scores_gemma":[0.00017636457,0.0000039200177,0.000012817327,0.0003970946,0.00015084803,0.000009506011,0.000017149121,0.00009941665,0.000009092913,0.08542368,0.9128216,0.0008785384],"about_ca_topic_score_codex":0.34298483,"about_ca_topic_score_gemma":0.5711408,"teacher_disagreement_score":0.4116146,"about_ca_system_score_codex":0.00063054985,"about_ca_system_score_gemma":0.0018127473,"threshold_uncertainty_score":0.9998947},"labels":[],"label_agreement":null},{"id":"W4403417678","doi":"10.4337/9781803929668.00013","title":"Good faith in employment law","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Discrimination and Equality Law","field":"Social Sciences","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":"Faith; Good faith; Law; Political science; Sociology; Law and economics; Philosophy; Epistemology","score_opus":0.05146253444076883,"score_gpt":0.30944917091441054,"score_spread":0.25798663647364173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417678","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":[0.000028618208,0.00011776571,0.000008032948,0.00536049,0.0021372195,0.00040255152,0.00004923076,0.0004143041,0.9914818],"genre_scores_gemma":[0.025386533,0.000018108894,0.00007472463,0.0016564371,0.0010450484,0.000030418525,0.00005542495,0.00009106167,0.97164226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698013,0.00009378384,0.00053518295,0.00061883207,0.0012131084,0.00055897207],"domain_scores_gemma":[0.99891657,0.00012675973,0.00016483427,0.00038620946,0.00014117367,0.0002644727],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019737235,0.00034148258,0.00040814604,0.00032246346,0.00031036892,0.0037860807,0.0007803873,0.0006776319,0.0007564883],"category_scores_gemma":[0.00012981723,0.00035213836,0.00023151124,0.000050373666,0.00040380028,0.0008130331,0.00025809376,0.0010458593,0.00062326674],"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":[0.0000043738737,0.000012404301,0.0000050707195,0.000044153538,0.000039296905,0.000041549534,0.011899409,3.7341763e-7,5.59123e-7,0.960451,0.02044801,0.0070538083],"study_design_scores_gemma":[0.00010195854,0.000014733952,0.0000063463176,0.0002545074,0.000024887688,4.923195e-7,0.0003554122,7.396815e-7,0.0000033581452,0.34523317,0.6537305,0.00027388136],"about_ca_topic_score_codex":0.010576852,"about_ca_topic_score_gemma":0.088910736,"teacher_disagreement_score":0.6332825,"about_ca_system_score_codex":0.0005611726,"about_ca_system_score_gemma":0.00040102776,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W4403417762","doi":"10.4337/9781803929507.00014","title":"Moral injuries and wellbeing: evidence from the Canadian Defence","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disaster Response and Management","field":"Health Professions","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":"Psychology; Criminology; Political science; Environmental ethics; Forensic engineering; Philosophy; Engineering","score_opus":0.08965574653922938,"score_gpt":0.33710951098422415,"score_spread":0.24745376444499478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417762","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":[0.00063922687,0.00300303,0.000011921265,0.0125052305,0.0022777824,0.0010242674,0.00015747282,0.00021512598,0.98016596],"genre_scores_gemma":[0.026850685,0.00011289123,0.00012928214,0.007815678,0.001453074,0.00012137868,0.000065373795,0.00013069168,0.963321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971516,0.00018563414,0.0005808577,0.0007477871,0.00060819805,0.000725907],"domain_scores_gemma":[0.9970998,0.0011441492,0.00024593007,0.0009167609,0.00015892673,0.0004344052],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015531919,0.00045442354,0.00042468004,0.00028535086,0.0013623707,0.0018446959,0.0009870692,0.00062487344,0.0005303455],"category_scores_gemma":[0.00058327307,0.00033675265,0.00012887601,0.000035148732,0.00026889818,0.0006578807,0.0011024302,0.0025139549,0.00087389257],"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":[0.000038709775,0.000001239251,0.0003721094,0.00019690597,0.00015911945,0.000072936935,0.014519694,2.680067e-7,0.0000016302921,0.50896376,0.46955806,0.0061155576],"study_design_scores_gemma":[0.000087748434,0.000023395614,0.0003821388,0.0034072855,0.00015212034,0.0000011014589,0.0008928965,0.000008088185,0.0000010737788,0.14620367,0.84853,0.0003104647],"about_ca_topic_score_codex":0.18635303,"about_ca_topic_score_gemma":0.5884378,"teacher_disagreement_score":0.40208477,"about_ca_system_score_codex":0.0004511438,"about_ca_system_score_gemma":0.0015803062,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W4403417853","doi":"10.4337/9781803929507.00017","title":"Conclusion: future of work and employee wellbeing","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Psychology; Work (physics); Sociology; Engineering; Mechanical engineering","score_opus":0.033467798476646715,"score_gpt":0.31852394768855563,"score_spread":0.2850561492119089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403417853","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":[0.0009818912,0.0084901145,0.000006632876,0.009297278,0.006546337,0.0008365836,0.000091101196,0.00041544932,0.9733346],"genre_scores_gemma":[0.0073079104,0.0003961358,0.00014488588,0.0010628984,0.005695152,0.000055980185,0.00007691551,0.00022580978,0.9850343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695843,0.00008797921,0.0009882039,0.0007070779,0.0006506045,0.0006077161],"domain_scores_gemma":[0.9978289,0.0005288558,0.0005097465,0.0005674038,0.000358167,0.00020695389],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009970734,0.0005825489,0.0009571011,0.0003564916,0.0008722124,0.00020406829,0.0004483828,0.0011921594,0.00047696932],"category_scores_gemma":[0.0001156768,0.0004888433,0.00024362122,0.000050626193,0.00023161582,0.00028785353,0.0017163145,0.002773349,0.000108488464],"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":[0.000053245938,0.0000039558395,0.0034542207,0.0013019026,0.00038791675,0.000045403307,0.008015994,8.710942e-8,0.0000050309013,0.52754676,0.44601405,0.013171417],"study_design_scores_gemma":[0.0003382036,0.00005369066,0.00061402394,0.0032565354,0.00019076337,0.0000018261073,0.0005388567,2.6953802e-7,0.000003094003,0.06378303,0.9307935,0.00042620534],"about_ca_topic_score_codex":0.00008503348,"about_ca_topic_score_gemma":0.00019494971,"teacher_disagreement_score":0.48477948,"about_ca_system_score_codex":0.00015441311,"about_ca_system_score_gemma":0.00027012403,"threshold_uncertainty_score":0.99975634},"labels":[],"label_agreement":null},{"id":"W4403418100","doi":"10.4337/9781839102769.00005","title":"Introduction: Handbook on Public–Private Partnerships in International Infrastructure Development","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public-Private Partnership Projects","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; Political science; Regional science; Public administration; Sociology","score_opus":0.04363949318786124,"score_gpt":0.23553419410585982,"score_spread":0.1918947009179986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403418100","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":[0.00033882423,0.00017988267,0.00004753352,0.02124411,0.008537467,0.0007213174,0.000014612438,0.00091304554,0.9680032],"genre_scores_gemma":[0.031766415,0.000018094714,0.0008891767,0.005831454,0.039097555,0.00022252937,0.0017055311,0.00056334666,0.9199059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942929,0.000023317474,0.0012145807,0.0017267815,0.0017100755,0.0010323351],"domain_scores_gemma":[0.99754757,0.0000954921,0.0007388811,0.0009932297,0.0005213879,0.00010342564],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017623226,0.0011004423,0.0007801247,0.003538316,0.00027701593,0.012313169,0.0021186315,0.0010106781,0.002224875],"category_scores_gemma":[0.0008881246,0.0010842443,0.00028166018,0.0002703237,0.00019127186,0.0044783293,0.0016569004,0.0030143315,0.003005781],"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":[0.00006533577,0.00002381209,0.00016771635,0.000259365,0.00023161943,0.000105092215,0.00018730063,0.00001553469,0.000014359909,0.716707,0.26689127,0.0153316],"study_design_scores_gemma":[0.00057711144,0.000011586112,0.0001368506,0.00068169995,0.000046079815,0.000013974678,0.000042980468,0.00010897698,0.00005702484,0.07350796,0.9238025,0.0010132572],"about_ca_topic_score_codex":0.000023103197,"about_ca_topic_score_gemma":0.00029999544,"teacher_disagreement_score":0.65691125,"about_ca_system_score_codex":0.0010925754,"about_ca_system_score_gemma":0.0004818477,"threshold_uncertainty_score":0.99928576},"labels":[],"label_agreement":null},{"id":"W4403917602","doi":"10.4337/9781035351800.00029","title":"Global Opportunities and Regional Strategies: Contrasting Canada's Technology Triangle and Australia's Multi-Function Polis","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Regional science; Geography; Economic geography; Function (biology); Political science; Biology; Evolutionary biology","score_opus":0.0662328596205825,"score_gpt":0.27982193788526627,"score_spread":0.21358907826468376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403917602","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":[0.0037867976,0.0007124752,0.00005591661,0.006273149,0.00089968275,0.00048754644,0.0005123567,0.00024252904,0.98702955],"genre_scores_gemma":[0.19098209,0.0005626634,0.00035047042,0.002348602,0.0014884474,0.000032494627,0.00018531366,0.000075307296,0.8039746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980097,0.00006078208,0.0003838487,0.0004720149,0.00054718717,0.00052650087],"domain_scores_gemma":[0.99889493,0.00009939137,0.00027463245,0.0002021656,0.00022303614,0.00030583615],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00048007246,0.00033119708,0.00040780028,0.00019940648,0.00086790026,0.0016986061,0.00030093233,0.0006737092,0.00025255754],"category_scores_gemma":[0.00013702396,0.0003369485,0.000057446767,0.00004913134,0.0006687175,0.00067266676,0.000097036784,0.00046788715,4.1775112e-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":[0.000015989903,0.000005886254,0.000117221156,0.000009591414,0.00010155142,0.000031914406,0.00042373175,5.727977e-7,0.000001008699,0.94956505,0.018153058,0.031574402],"study_design_scores_gemma":[0.00050438516,0.000041666,0.0011584301,0.00012973907,0.00007700549,0.000008925767,0.0038629181,0.0000025038735,3.3850492e-7,0.03855832,0.9553033,0.00035246852],"about_ca_topic_score_codex":0.62506557,"about_ca_topic_score_gemma":0.9132313,"teacher_disagreement_score":0.93715024,"about_ca_system_score_codex":0.0003889512,"about_ca_system_score_gemma":0.0024886916,"threshold_uncertainty_score":0.99990827},"labels":[],"label_agreement":null},{"id":"W4403917985","doi":"10.4337/9781035351800.00020","title":"Links between Emigrants and the Home Country: the Case of Trade between Taiwan and Canada","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":7,"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":"Emigration; Geography; International trade; Business; Archaeology","score_opus":0.01926810086472392,"score_gpt":0.23457347029299028,"score_spread":0.21530536942826636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403917985","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":[0.0626309,0.0014489517,0.000007085111,0.010343746,0.00039151477,0.0010444731,0.0007211356,0.00006807975,0.92334414],"genre_scores_gemma":[0.93360996,0.0002717047,0.00001470981,0.0007336665,0.002459398,0.000015293559,0.00007522013,0.000054166398,0.06276589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790585,0.0002287755,0.00056804577,0.00041064215,0.00047389322,0.0004128154],"domain_scores_gemma":[0.9979738,0.000879271,0.00042318003,0.0004063015,0.00007898615,0.00023847773],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024756943,0.000318018,0.00064443896,0.000087393164,0.0012258667,0.0010377262,0.00063042354,0.00070244836,0.000092319766],"category_scores_gemma":[0.00018881637,0.00021795707,0.000098861536,0.000034278586,0.0013777895,0.00040032915,0.00010589899,0.0012587957,0.0000010695741],"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":[0.0000998353,0.000012475382,0.021608617,0.00030175727,0.0014547483,0.00021980931,0.25546834,0.0000029910339,4.6651317e-7,0.33830222,0.2046791,0.17784962],"study_design_scores_gemma":[0.00064147316,0.00002240465,0.0025675797,0.00011208993,0.00030266706,0.000025747207,0.0036503067,0.000004128845,0.0000018284768,0.03737428,0.95487255,0.00042493938],"about_ca_topic_score_codex":0.8396889,"about_ca_topic_score_gemma":0.9804095,"teacher_disagreement_score":0.8709791,"about_ca_system_score_codex":0.00013634861,"about_ca_system_score_gemma":0.001166861,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W4404135249","doi":"10.4337/9781035312917.00006","title":"Introduction: researching the punishment of atrocity crimes","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Adjudication; Punishment (psychology); Framing (construction); Criminology; Scholarship; Political science; Shadow (psychology); Law; Sociology; Psychology; Engineering; Social psychology","score_opus":0.034788770601437084,"score_gpt":0.2995265364832845,"score_spread":0.2647377658818474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404135249","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":[0.00016315511,0.00022580806,0.000015134609,0.017823067,0.0031790428,0.00031877967,0.00003947694,0.00013566883,0.9780999],"genre_scores_gemma":[0.024031475,0.000018419507,0.00009478265,0.00017789328,0.012577736,0.000012573796,0.000032120675,0.00004635005,0.96300864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702066,0.00010868128,0.00042337689,0.00045063597,0.0016467309,0.00034992513],"domain_scores_gemma":[0.99840397,0.00026855792,0.0002382825,0.00042907087,0.00054670265,0.00011340106],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026354657,0.00022759568,0.0002801977,0.00023383315,0.00094200636,0.0021837493,0.0011671601,0.00030844213,0.0015968303],"category_scores_gemma":[0.00026985587,0.00016355443,0.00029134203,0.000020240464,0.000790288,0.0005070347,0.00031597272,0.0013463302,0.0001737492],"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":[0.000009626028,0.0000040301557,4.4797883e-7,0.00003484114,0.0001265486,0.000007134385,0.0042358185,8.404485e-7,0.000003076099,0.8431289,0.15108621,0.0013624947],"study_design_scores_gemma":[0.000028422612,0.000013724529,0.0000027912804,0.00008401357,0.000029379296,0.0000012840438,0.00007978384,0.0000010992866,0.000027030805,0.45442942,0.5452062,0.0000968627],"about_ca_topic_score_codex":0.0016562648,"about_ca_topic_score_gemma":0.00222422,"teacher_disagreement_score":0.39412,"about_ca_system_score_codex":0.00035405057,"about_ca_system_score_gemma":0.0006170354,"threshold_uncertainty_score":0.99931586},"labels":[],"label_agreement":null},{"id":"W4404584193","doi":"10.4337/9781035340309.00007","title":"Reorganizing the long-term care sector in Ontario, Norway, and Sweden: does it address labour issues?","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"Term (time); Labour economics; Business; Economics","score_opus":0.038945264115081424,"score_gpt":0.3223712961845443,"score_spread":0.2834260320694629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404584193","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":[0.036079664,0.0069668675,0.0000019265417,0.006736592,0.012694019,0.0018071348,0.00021473334,0.00035707006,0.935142],"genre_scores_gemma":[0.071904585,0.0001411739,0.00004325172,0.00093551807,0.0033585252,0.00008846836,0.00020118541,0.00026412436,0.92306316],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961582,0.00018238071,0.000963551,0.0010317372,0.0007309846,0.0009331374],"domain_scores_gemma":[0.9973834,0.00053540646,0.00043986522,0.00094869453,0.0004396979,0.00025291415],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010144243,0.0007149097,0.00090104865,0.00052634237,0.0008796528,0.0013092132,0.00084041944,0.0014056397,0.003224814],"category_scores_gemma":[0.00018675446,0.00048659884,0.00021372028,0.000079884994,0.00015988843,0.0004600638,0.0008912969,0.005546259,0.00037307927],"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":[0.00027498408,0.00003134151,0.019141208,0.0069059264,0.00063990103,0.0009978575,0.452966,8.109728e-7,0.0000816455,0.0709782,0.4323418,0.015640298],"study_design_scores_gemma":[0.0006939811,0.00007541218,0.0139863435,0.0056714737,0.00023687733,0.000021226193,0.009653088,3.5119024e-7,0.000021196378,0.0070699104,0.9617425,0.0008276289],"about_ca_topic_score_codex":0.050697282,"about_ca_topic_score_gemma":0.65846485,"teacher_disagreement_score":0.6077676,"about_ca_system_score_codex":0.0013731194,"about_ca_system_score_gemma":0.0013298728,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W4404584550","doi":"10.4337/9781035322749.00006","title":"Mediating nighttime culture in the historic city: Re-purposing growth economics in heritage tourism","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Night-time city culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Geography; Political science; Sociology; Economic geography; Archaeology","score_opus":0.025511314682250732,"score_gpt":0.24660165644050636,"score_spread":0.22109034175825562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404584550","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":[0.0006171626,0.0020633743,0.0000025159597,0.0067668892,0.002851103,0.0009048054,0.000050601026,0.00029043783,0.9864531],"genre_scores_gemma":[0.016084155,0.00026273864,0.0006610655,0.0018170661,0.006485623,0.00007960822,0.00013438867,0.00020633079,0.97426903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573964,0.0002974344,0.0009478349,0.0010590032,0.0010273756,0.0009286941],"domain_scores_gemma":[0.9980342,0.00042242496,0.0005063353,0.00061364076,0.00019507454,0.00022835509],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004001044,0.0006702201,0.0008129317,0.0005886415,0.00064018,0.0042625936,0.002144871,0.0018145501,0.00022056606],"category_scores_gemma":[0.00092357054,0.00056680053,0.00036274124,0.0002012202,0.00033366616,0.0015293098,0.00035536537,0.004222151,0.00010782406],"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":[0.000011541495,0.000023321905,0.0000827725,0.00012530842,0.00007882169,0.0003846429,0.18450925,0.000003918132,0.000013134943,0.6752322,0.13682905,0.0027060919],"study_design_scores_gemma":[0.00021210864,0.00002125254,0.000017414672,0.0004614644,0.000053225307,0.000006711329,0.0037137715,0.000010889657,0.000007142693,0.12355546,0.87129515,0.00064538576],"about_ca_topic_score_codex":0.0040040133,"about_ca_topic_score_gemma":0.038869567,"teacher_disagreement_score":0.73446614,"about_ca_system_score_codex":0.0026240586,"about_ca_system_score_gemma":0.0007621112,"threshold_uncertainty_score":0.9996784},"labels":[],"label_agreement":null},{"id":"W4404585042","doi":"10.4337/9781035312344.00007","title":"International aviation law on liability","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Aviation law; Liability; Convention; Civil aviation; Aviation; Relevance (law); Compensation (psychology); Political science; Law; International law; Aeronautics; Engineering; Business; Law and economics; Sociology; Aerospace engineering; Psychology","score_opus":0.02507523873828698,"score_gpt":0.28332187625844707,"score_spread":0.2582466375201601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404585042","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":[0.000030760195,0.00002332436,0.00004652261,0.0071300142,0.008033443,0.00030737507,0.00013947165,0.0003651982,0.9839239],"genre_scores_gemma":[0.050378416,0.000016770908,0.000104418876,0.001301516,0.0056426274,0.000021253296,0.00033815083,0.000062836516,0.942134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971129,0.000053321477,0.0004217532,0.0005732309,0.001559791,0.00027900515],"domain_scores_gemma":[0.99858445,0.00022969453,0.00025468864,0.00028172685,0.00051647733,0.00013294633],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013775945,0.0002761339,0.00022465723,0.00023623556,0.0004150786,0.002848813,0.0007422801,0.00060920295,0.0013246974],"category_scores_gemma":[0.00038149965,0.0002848742,0.00026068764,0.000022826216,0.00022890078,0.0008706432,0.00013594121,0.00093001814,0.0010341882],"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":[0.00001478824,0.000011246241,0.000005496994,0.0000144894075,0.00007670103,0.000008822956,0.0011321753,0.000002534677,0.000003059286,0.9684573,0.023996709,0.0062767086],"study_design_scores_gemma":[0.000063294174,0.000016509506,0.0000090517415,0.0001449096,0.000019502162,5.519384e-7,0.00002533325,0.00001169076,0.0000147160945,0.3506166,0.6488938,0.00018406383],"about_ca_topic_score_codex":0.0021412058,"about_ca_topic_score_gemma":0.0035208433,"teacher_disagreement_score":0.62489706,"about_ca_system_score_codex":0.0010039675,"about_ca_system_score_gemma":0.0002760794,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W4404672780","doi":"10.4337/9781800882201.ch02","title":"Alberta oil sands (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","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":"Oil sands; Geology; Petroleum engineering; Mining engineering; Environmental science; Archaeology; Geography; Asphalt","score_opus":0.00986137171152572,"score_gpt":0.1838641486796023,"score_spread":0.1740027769680766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404672780","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":[0.000013552515,0.0011543387,0.00008342756,0.0009911737,0.0025184993,0.00006244649,0.00005513176,0.00063980464,0.9944816],"genre_scores_gemma":[0.012879364,0.00012225506,0.00004813534,0.0003794144,0.0012699583,0.000021667513,0.00025946484,0.0003025595,0.9847172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754876,0.000011466987,0.000566831,0.00051537686,0.00089838536,0.00045918423],"domain_scores_gemma":[0.9986917,0.00009655315,0.000080524325,0.0006997249,0.00010384905,0.00032767732],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022106087,0.0005896887,0.00059783173,0.00043041998,0.00010838904,0.0015347947,0.0006579942,0.00063172984,0.0007498415],"category_scores_gemma":[0.000066848865,0.0005688155,0.00034278783,0.000064174994,0.000051619332,0.00037057127,0.00016193562,0.0014609194,0.00030967587],"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":[0.000005795337,0.0000036201566,0.0000016280336,0.0005534642,0.0013778878,0.00019059483,0.00047200746,0.0038062541,0.000044102573,0.070931174,0.9035106,0.019102875],"study_design_scores_gemma":[0.00010930884,0.0000073855585,3.5775741e-7,0.0002632357,0.00017384984,0.000008927514,0.000019035362,0.009679732,0.000076127995,0.0043727304,0.98465323,0.000636089],"about_ca_topic_score_codex":0.029739669,"about_ca_topic_score_gemma":0.50304824,"teacher_disagreement_score":0.47330856,"about_ca_system_score_codex":0.00041924632,"about_ca_system_score_gemma":0.00041425912,"threshold_uncertainty_score":0.99967635},"labels":[],"label_agreement":null},{"id":"W4404672813","doi":"10.4337/9781800882201.ch46","title":"Grassy Narrows mercury poisoning (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Mercury impact and mitigation studies","field":"Environmental Science","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":"Mercury (programming language); Mercury poisoning; Environmental science; Environmental chemistry; Chemistry; Computer science; Toxicity","score_opus":0.01628821437483122,"score_gpt":0.21873349329197395,"score_spread":0.20244527891714273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404672813","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":[0.00034173776,0.00072620326,0.000024540317,0.002561386,0.002479402,0.0003024197,0.000097929355,0.00027968106,0.9931867],"genre_scores_gemma":[0.028928252,0.000038051432,0.00020884091,0.001697445,0.0007198387,0.00002557895,0.00007503838,0.00016598511,0.96814096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965273,0.000025933074,0.00056849886,0.0008036541,0.0014349015,0.0006396772],"domain_scores_gemma":[0.99860907,0.0001360484,0.00027603,0.0005735677,0.000041356343,0.00036394724],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005613115,0.0006217,0.00054783974,0.00013626838,0.00038201496,0.0010896116,0.0006980888,0.00040926025,0.004188755],"category_scores_gemma":[0.00017733527,0.000579442,0.00023661472,0.000052432417,0.0003833246,0.0006538094,0.00078760047,0.0012970576,0.0010594506],"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":[0.000007053605,0.0000038410963,0.00016646832,0.000059145692,0.00018431703,0.00011931324,0.0006997036,0.000014447141,0.000104816354,0.049802687,0.93261546,0.016222753],"study_design_scores_gemma":[0.00011108235,0.000025287049,0.00013318336,0.00024249127,0.00010151925,0.000029177778,0.00015169088,0.000022229346,0.00010208626,0.017197525,0.98121816,0.0006655456],"about_ca_topic_score_codex":0.057577766,"about_ca_topic_score_gemma":0.19808772,"teacher_disagreement_score":0.14050995,"about_ca_system_score_codex":0.00084886694,"about_ca_system_score_gemma":0.0002846373,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W4404673027","doi":"10.4337/9781800882201.ch19","title":"Chemical Valley and the Aamjiwnaang First Nation (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Geography; History; Political science","score_opus":0.01726068866166219,"score_gpt":0.17980546078578843,"score_spread":0.16254477212412624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404673027","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":[0.0000067338806,0.0006191647,0.0009785419,0.037425317,0.0011404805,0.00021560029,0.000007700865,0.00023350511,0.95937294],"genre_scores_gemma":[0.018667549,0.000024686882,0.00086192443,0.0017490302,0.0010651654,0.00003252011,0.00003283407,0.000025794272,0.9775405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997832,0.000020801737,0.0003597277,0.00073182274,0.00071274454,0.00034292953],"domain_scores_gemma":[0.99835783,0.00040365037,0.00019254266,0.000711178,0.00019920999,0.00013559389],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008398228,0.00035887354,0.00034914445,0.00007656575,0.00026621408,0.0024245186,0.0014929667,0.00041287078,0.000043631033],"category_scores_gemma":[0.00043694497,0.00026692124,0.00013236812,0.00003611922,0.00020562016,0.00036052527,0.00123097,0.0011697086,0.00001697438],"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":[0.000006196994,0.0000015420183,8.668412e-7,0.00012129399,0.00007483835,0.00004559154,0.00036597482,0.000006153855,0.000009481883,0.9040378,0.09004037,0.0052899253],"study_design_scores_gemma":[0.0002195295,0.0000042625757,0.0000013760756,0.00017762528,0.000025299643,0.000058393896,0.000009711314,0.001943095,0.00008242485,0.21285364,0.7843543,0.00027031396],"about_ca_topic_score_codex":0.0056384304,"about_ca_topic_score_gemma":0.009675048,"teacher_disagreement_score":0.69431394,"about_ca_system_score_codex":0.00014105161,"about_ca_system_score_gemma":0.00041839766,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W4404706924","doi":"10.4337/9781800882201.ch70","title":"Mississauga train derailment (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Derailment; Forensic engineering; Engineering; Geography; Train; Cartography","score_opus":0.009642140601892056,"score_gpt":0.1680067503191387,"score_spread":0.15836460971724664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404706924","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":[0.00006355087,0.0036397972,0.00029203304,0.00071736693,0.004120179,0.00022379009,0.0001323309,0.0047565107,0.9860544],"genre_scores_gemma":[0.04864512,0.00008688815,0.0010273121,0.00013681047,0.001158271,0.00004911045,0.000115342846,0.00056074996,0.9482204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777216,0.0000041477083,0.00046211501,0.00051146623,0.0006666761,0.0005834238],"domain_scores_gemma":[0.99893653,0.00008235663,0.000051699353,0.0006732539,0.000056999623,0.00019915073],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022129805,0.0006952392,0.0005384999,0.00038502426,0.00007726825,0.001013546,0.0007328703,0.0008211665,0.00016537342],"category_scores_gemma":[0.00006883717,0.0007151366,0.00020948943,0.00003704238,0.00006235283,0.00018428902,0.00017161896,0.0019670487,0.00008034785],"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":[0.0000026803484,0.0000030644767,9.1230936e-7,0.0006722641,0.0006125025,0.0003516293,0.00015813249,0.0014143722,0.00011458015,0.15816689,0.7592428,0.079260215],"study_design_scores_gemma":[0.000094717245,0.000017943883,0.0000044270428,0.00049959903,0.00007485786,0.000027330743,0.000025409208,0.0010660477,0.00047036825,0.013638847,0.98332137,0.0007590935],"about_ca_topic_score_codex":0.0016272825,"about_ca_topic_score_gemma":0.012073265,"teacher_disagreement_score":0.2240786,"about_ca_system_score_codex":0.0006094548,"about_ca_system_score_gemma":0.000260552,"threshold_uncertainty_score":0.99952996},"labels":[],"label_agreement":null},{"id":"W4404706925","doi":"10.4337/9781800882201.ch51","title":"Halifax Harbor explosion of 1917 (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Combustion and Detonation Processes","field":"Engineering","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":"Forensic engineering; History; Engineering","score_opus":0.014083475001808432,"score_gpt":0.19187620404914765,"score_spread":0.17779272904733923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404706925","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":[0.000045413777,0.0018006776,0.0004680058,0.00032978988,0.0022034484,0.00016406755,0.00018214447,0.000732906,0.99407357],"genre_scores_gemma":[0.06976788,0.00010400003,0.0003209088,0.00029567498,0.0006994385,0.000024623807,0.0001420988,0.00028265463,0.9283627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809843,0.0000061540045,0.00053327414,0.0003303187,0.000791521,0.0002403238],"domain_scores_gemma":[0.9989728,0.0000968536,0.00012113186,0.00039815565,0.00025736907,0.00015369456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019667989,0.00037349714,0.00040890017,0.0003612668,0.000055423614,0.0005050997,0.00041503203,0.00036661254,0.0005259547],"category_scores_gemma":[0.00010500689,0.00039043662,0.00014897855,0.000042622778,0.0000445616,0.0003504431,0.00012891092,0.0007827445,0.000059942395],"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":[0.000009235139,0.0000053069098,0.0000021156336,0.0014138033,0.00020931137,0.000045340057,0.00019519216,0.0004958011,0.0001797677,0.32078558,0.6632783,0.013380266],"study_design_scores_gemma":[0.00011879439,0.000012734288,0.000004133507,0.0006322547,0.000058180805,0.000005529345,0.00001747581,0.0008710824,0.001926786,0.013772226,0.98218316,0.00039765475],"about_ca_topic_score_codex":0.0018107604,"about_ca_topic_score_gemma":0.015368276,"teacher_disagreement_score":0.31890488,"about_ca_system_score_codex":0.00023707247,"about_ca_system_score_gemma":0.0004350312,"threshold_uncertainty_score":0.99985474},"labels":[],"label_agreement":null},{"id":"W4404707150","doi":"10.4337/9781800882201.ch63","title":"Lac-Mégantic rail disaster (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","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","score_opus":0.01283444696060436,"score_gpt":0.16705949062247644,"score_spread":0.15422504366187206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404707150","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":[0.000331314,0.0012854772,0.00000364265,0.0013276638,0.0022292933,0.0001835691,0.00025518218,0.00011813083,0.99426574],"genre_scores_gemma":[0.03883677,0.000069342605,0.00005540019,0.0012449555,0.0010986597,0.0000019195827,0.00035902436,0.000039120416,0.9582948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976527,0.00001460113,0.0003740104,0.0006198327,0.00084882043,0.00049002003],"domain_scores_gemma":[0.99913317,0.00011204458,0.00012407888,0.00038472685,0.000020547765,0.00022542608],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024282273,0.00047492568,0.0004414983,0.00010878306,0.00023008247,0.0010654216,0.0005202947,0.00026655613,0.0076243905],"category_scores_gemma":[0.000032626052,0.00039254225,0.00017073542,0.000020520702,0.00015319408,0.00033363255,0.00019909522,0.000854171,0.0011212882],"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":[0.000034389548,0.000005456739,0.0067355465,0.00033873605,0.00054212654,0.00057321467,0.00043468075,0.000056867546,0.0000011013532,0.012629317,0.76616716,0.2124814],"study_design_scores_gemma":[0.00009503055,0.00003668219,0.002388786,0.00013069656,0.00008425492,0.000020165391,0.00005246185,0.00010111275,0.0000021957633,0.01147002,0.9851298,0.0004888259],"about_ca_topic_score_codex":0.19002119,"about_ca_topic_score_gemma":0.7304124,"teacher_disagreement_score":0.54039127,"about_ca_system_score_codex":0.0000474988,"about_ca_system_score_gemma":0.00016838721,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W4405524287","doi":"10.4337/9781035316410.00021","title":"Transitioning to a circular economy in a mid-sized city: takeaways from the Circular and Sustainable Innovation District project of Victoriaville, Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Innovative Approaches in Technology and Social Development","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":"Circular economy; Business; Economy; Economic geography; Geography; Economics; Ecology; Biology","score_opus":0.019372014770646987,"score_gpt":0.20335744702427838,"score_spread":0.1839854322536314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405524287","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":[0.021303233,0.0003526014,0.00095866737,0.0046147536,0.0009915534,0.002039567,0.00006589531,0.00019524884,0.9694785],"genre_scores_gemma":[0.9589616,0.000006424068,0.00032254288,0.0038605335,0.0014555042,0.00031194396,0.0008210101,0.00015137011,0.034109086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978199,0.00001670731,0.00075069757,0.0005984335,0.0003774424,0.00043682326],"domain_scores_gemma":[0.99853253,0.00010656435,0.00041225672,0.00033539563,0.00060169655,0.000011552657],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00156376,0.000388202,0.00054213766,0.000832863,0.0003192627,0.0010903148,0.0005148733,0.00046584662,0.000031985568],"category_scores_gemma":[0.00042289402,0.0003586316,0.000072850584,0.0006306823,0.00013651731,0.0007266006,0.00048474994,0.0009762931,0.000002651817],"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":[0.000027044696,0.000009437981,0.00049276144,0.00058162195,0.00026427105,0.00009535401,0.0010508683,0.0000035111382,0.000022617918,0.98419267,0.010299157,0.0029607073],"study_design_scores_gemma":[0.00040230696,0.000006235874,0.0006412256,0.00037249696,0.0000863827,0.0000016252633,0.0014948453,0.000036231195,0.000039202412,0.20137694,0.7950984,0.00044406398],"about_ca_topic_score_codex":0.14486136,"about_ca_topic_score_gemma":0.029348096,"teacher_disagreement_score":0.93765837,"about_ca_system_score_codex":0.00059148687,"about_ca_system_score_gemma":0.0009926917,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W4405525277","doi":"10.4337/9781802201529.00011","title":"Plastics and petroleum","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Petroleum; Fossil fuel; Petroleum product; Engineering; Renewable energy; Biochemical engineering; Waste management; Chemistry","score_opus":0.00806601863997198,"score_gpt":0.1754649178856984,"score_spread":0.16739889924572643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405525277","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":[0.00005558203,0.0036175104,0.00033508387,0.00009710727,0.00301447,0.00011161649,0.00006424391,0.0014307033,0.9912737],"genre_scores_gemma":[0.008444131,0.0003518652,0.00050111784,0.000058399466,0.0020380213,0.000019418658,0.000051709176,0.00035773407,0.9881776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859655,0.000002533146,0.0003306605,0.00038039748,0.00031344758,0.00037641448],"domain_scores_gemma":[0.99933624,0.00011088283,0.000034788314,0.0003187939,0.000050039405,0.00014924821],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015509891,0.0005444218,0.00047702162,0.0003342484,0.00006868719,0.0010110446,0.000254601,0.00043384172,0.00006412153],"category_scores_gemma":[0.000053437896,0.00054484693,0.00013003178,0.000015946938,0.0000671588,0.00019077418,0.0003055797,0.001290283,0.000107475804],"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":[0.000006715098,0.0000030151034,0.000012850702,0.0019308013,0.0011183141,0.00024771973,0.00054348295,0.0018101849,0.000015544581,0.51159203,0.4525653,0.030154016],"study_design_scores_gemma":[0.00009812413,0.000024489744,0.000014013037,0.00035206665,0.00013044804,0.00002722617,0.000009883373,0.0029927057,0.000015894631,0.01123994,0.9845325,0.0005627064],"about_ca_topic_score_codex":0.000009257685,"about_ca_topic_score_gemma":0.000044288077,"teacher_disagreement_score":0.53196716,"about_ca_system_score_codex":0.00009786461,"about_ca_system_score_gemma":0.000027224884,"threshold_uncertainty_score":0.9997003},"labels":[],"label_agreement":null},{"id":"W4406268348","doi":"10.4337/9781035302932.ch15","title":"Canada (regulation of legal education)","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Legal Education and Practice Innovations","field":"Social Sciences","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":"Jurisdiction; Political science; Law; Legal education; Indigenous; Legal research; Legal pluralism; Legal realism; Ecology","score_opus":0.019834298758379682,"score_gpt":0.28986713939985415,"score_spread":0.2700328406414745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406268348","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":[0.000011871272,0.00010370274,0.000034351357,0.035721574,0.004718147,0.00030535136,0.000058442638,0.00006102368,0.9589855],"genre_scores_gemma":[0.017877726,0.000010332339,0.00051063753,0.0030215764,0.0012403541,0.000018648145,0.00019253713,0.00002453554,0.97710365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980235,0.00008628184,0.00052599097,0.0002933217,0.0008423144,0.00022856273],"domain_scores_gemma":[0.9970815,0.00037730925,0.00061285996,0.0003902356,0.0014045362,0.00013354955],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084877055,0.00019390664,0.00025616717,0.00033929702,0.00048195885,0.0010720931,0.0005382954,0.00035667486,0.0014473334],"category_scores_gemma":[0.0019990809,0.00022682674,0.000089763744,0.00011582698,0.00016428369,0.0014231645,0.00006367455,0.00086816016,0.00001302545],"study_design_candidate":"not_applicable","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":[0.0000022796737,0.000007132914,0.000006021381,0.000019210114,0.000024080347,2.1660352e-7,0.0005528165,5.180051e-7,0.0000014750227,0.5462114,0.42984125,0.02333358],"study_design_scores_gemma":[0.000055555516,0.0000045976094,0.000091734786,0.00014313406,0.00004445259,6.777046e-7,0.00044551495,0.0000012373463,0.000015849382,0.022257997,0.97674274,0.00019651082],"about_ca_topic_score_codex":0.86817634,"about_ca_topic_score_gemma":0.8745041,"teacher_disagreement_score":0.54690146,"about_ca_system_score_codex":0.00077528687,"about_ca_system_score_gemma":0.07476619,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W4406862715","doi":"10.4337/9781035321957.00017","title":"What's a city got to do? Setting minimum transit-based jobs accessibility to enhance travel time equity and public transport mode share in Canadian cities","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public transport; Equity (law); Transit (satellite); Mode (computer interface); Business; Transport engineering; Journey to work; Travel behavior; Regional science; Geography; Political science; Computer science; Engineering","score_opus":0.028177194052279503,"score_gpt":0.3090978532867118,"score_spread":0.2809206592344323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406862715","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":[0.13716035,0.00042906372,0.00045911866,0.019193128,0.0014143339,0.0033925148,0.002344813,0.00038178303,0.83522487],"genre_scores_gemma":[0.88147455,0.000011198133,0.0004880879,0.0037290603,0.00046100703,0.00014536067,0.0003724531,0.000087929555,0.113230325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99273914,0.00021324794,0.0013487391,0.0021514192,0.0015285215,0.0020189593],"domain_scores_gemma":[0.9955747,0.00035327263,0.0002990839,0.0010081324,0.0006102887,0.0021545277],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046878736,0.0008901445,0.0012959889,0.0012687799,0.0010253139,0.006794074,0.0024567512,0.0013207633,0.0009623435],"category_scores_gemma":[0.00072080083,0.0010099772,0.0003827823,0.0003746928,0.0005004933,0.0041048788,0.00022105097,0.0016365718,0.000012350134],"study_design_candidate":"not_applicable","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":[0.0011989869,0.00048212596,0.24423546,0.0043558436,0.00069343054,0.00069191057,0.20077951,0.00008089353,0.0003324244,0.046273064,0.03695179,0.46392456],"study_design_scores_gemma":[0.0030028177,0.00039832332,0.25396433,0.012441956,0.0006545752,0.0000026704727,0.009970458,0.00039779046,0.0007804229,0.082448795,0.6258979,0.010039999],"about_ca_topic_score_codex":0.3055945,"about_ca_topic_score_gemma":0.95671225,"teacher_disagreement_score":0.74431425,"about_ca_system_score_codex":0.0017044308,"about_ca_system_score_gemma":0.008130155,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W4406995302","doi":"10.4337/9781803922065.ch10","title":"Barbara Orser","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Entrepreneurship Studies and Influences","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":"Art","score_opus":0.018719406673986392,"score_gpt":0.2134862436935024,"score_spread":0.194766837019516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406995302","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":[0.000082571605,0.0006936929,0.0000146928805,0.0024469178,0.0030743617,0.00034820006,0.000016626094,0.0005246102,0.9927983],"genre_scores_gemma":[0.0027317104,0.000049746734,0.00009784196,0.012149647,0.006130968,0.000031910142,0.00011068206,0.000112510825,0.978585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973278,0.0000069757743,0.0005962261,0.00083453726,0.00066371105,0.0005707179],"domain_scores_gemma":[0.99817055,0.00010450349,0.0005019804,0.0007348727,0.0004559732,0.000032111908],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050763483,0.0006340506,0.00064002036,0.0005837557,0.00042386568,0.004470433,0.0010958055,0.0005214787,0.0011149775],"category_scores_gemma":[0.00040891045,0.0005841097,0.00036414328,0.00007136202,0.0001548223,0.0020852757,0.0011380488,0.00095017086,0.00073140545],"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":[0.000013180728,0.0000063513253,0.00045938246,0.00022125307,0.000135644,0.000024661425,0.00003388114,0.0000023841842,0.00000185704,0.47662407,0.4945498,0.027927527],"study_design_scores_gemma":[0.00022673803,0.000006386368,0.00013823062,0.00054423243,0.00016475888,0.0000011232531,0.000035328525,0.000015464664,0.000004034424,0.042900145,0.9553786,0.00058495253],"about_ca_topic_score_codex":0.00045738838,"about_ca_topic_score_gemma":0.0002732425,"teacher_disagreement_score":0.4608288,"about_ca_system_score_codex":0.00007877351,"about_ca_system_score_gemma":0.00010485441,"threshold_uncertainty_score":0.9997981},"labels":[],"label_agreement":null},{"id":"W4407576326","doi":"10.4337/9781035326570.00022","title":"Energy relations in North America: from three trilateral amigos to three bilateral acquaintance","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Energy Security and Policy","field":"Energy","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":"Energy (signal processing); Mathematics; Statistics","score_opus":0.014720431623822939,"score_gpt":0.21658641507277177,"score_spread":0.20186598344894882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576326","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":[0.002878652,0.00038196985,0.000550343,0.0020844252,0.0019632557,0.00035547587,0.0008151125,0.0005084553,0.9904623],"genre_scores_gemma":[0.10759682,0.000058356934,0.0022739272,0.011495707,0.0034910466,0.00022076406,0.003324148,0.00035219526,0.87118703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99539983,0.0000959487,0.0012456798,0.0013931628,0.0007792708,0.0010860867],"domain_scores_gemma":[0.99703467,0.0003360981,0.0004494067,0.0014640993,0.00024044001,0.00047530507],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00021446386,0.0010442312,0.0012204327,0.0010788469,0.00027248717,0.0012466663,0.0016556861,0.0012676446,0.0007471423],"category_scores_gemma":[0.00022641537,0.0011152661,0.0004915716,0.0003010952,0.00017642831,0.0008656129,0.0007507266,0.0016540118,0.00033442167],"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":[0.00014254516,0.000027390099,0.00025025225,0.000019921345,0.00026748388,0.00013220678,0.0008107863,0.002277839,0.0000061830074,0.8708283,0.038383283,0.08685387],"study_design_scores_gemma":[0.00063267606,0.00006330647,0.0010877644,0.00036381738,0.000074318385,0.0000036561505,0.000008771016,0.00031718743,0.000015255494,0.12770815,0.86877537,0.0009496987],"about_ca_topic_score_codex":0.09773965,"about_ca_topic_score_gemma":0.6773747,"teacher_disagreement_score":0.8303921,"about_ca_system_score_codex":0.00074685377,"about_ca_system_score_gemma":0.00049026305,"threshold_uncertainty_score":0.99979013},"labels":[],"label_agreement":null},{"id":"W4407576327","doi":"10.4337/9781035326570.00010","title":"Populism's attack on liberalized trade – and a victory over NAFTA?","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Victory; Populism; International trade; Political science; Economics; Law; Politics","score_opus":0.06488887491716343,"score_gpt":0.22751329233792564,"score_spread":0.16262441742076222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576327","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":[0.0016098476,0.0020164808,0.000017300827,0.0021385148,0.0022774823,0.00043456472,0.00084412855,0.00020120658,0.99046046],"genre_scores_gemma":[0.013567241,0.0005417567,0.00048034024,0.008851637,0.0010957397,0.000037897054,0.00026016295,0.00020808403,0.97495717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686843,0.000015606625,0.0011460838,0.0012398248,0.00010426027,0.0006257661],"domain_scores_gemma":[0.9980048,0.00013046859,0.0006996415,0.0008454443,0.000024406889,0.00029522108],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00058474625,0.00070234976,0.0012546295,0.00066763937,0.00023591724,0.0017625848,0.0007072102,0.0010792987,0.00061220245],"category_scores_gemma":[0.00013834667,0.0008716283,0.00043456547,0.000037037313,0.00013479253,0.00072157814,0.00026835556,0.0012215747,0.00034696434],"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":[0.000042059448,0.000017585084,0.00025068477,0.00009387844,0.0002478399,0.000018176344,0.0002096113,0.000004191609,4.6861683e-7,0.77626747,0.22009967,0.00274837],"study_design_scores_gemma":[0.000883467,0.00006843311,0.0008003199,0.00019551339,0.000033055145,0.000007058298,0.000006902943,0.00006221419,0.0000029550786,0.10656855,0.890619,0.0007525431],"about_ca_topic_score_codex":0.00017914159,"about_ca_topic_score_gemma":0.000090372014,"teacher_disagreement_score":0.6705193,"about_ca_system_score_codex":0.00037413303,"about_ca_system_score_gemma":0.00010091127,"threshold_uncertainty_score":0.99937344},"labels":[],"label_agreement":null},{"id":"W4407576336","doi":"10.4337/9781035326570.00009","title":"9/11 hijacks the NAFTA, COVID-19 says “hold my beer”","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Development and Aid","field":"Social Sciences","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":"Coronavirus disease 2019 (COVID-19); Business; Medicine","score_opus":0.03695215664491619,"score_gpt":0.2939330551190576,"score_spread":0.2569808984741414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576336","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":[0.000017961063,0.00018516183,0.00013127888,0.03619693,0.0039850255,0.00057271245,0.00008616519,0.00035047106,0.9584743],"genre_scores_gemma":[0.0036443635,0.000054235028,0.00022238548,0.011496733,0.0024929543,0.000049932336,0.00015642529,0.000057772042,0.9818252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961891,0.00014451727,0.0005881527,0.00068172504,0.0017546718,0.0006418438],"domain_scores_gemma":[0.9974739,0.00078391115,0.00041482673,0.0005021144,0.00046478785,0.00036048944],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028242446,0.00045513187,0.00042298785,0.00038713872,0.0016711004,0.0033491685,0.0023217597,0.00080729165,0.0019250076],"category_scores_gemma":[0.0022345318,0.00038154825,0.00035719393,0.000072375566,0.0005658189,0.0007057654,0.0005293963,0.0012219446,0.00023427357],"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":[0.0000067182186,0.00000381724,0.000045184064,0.000018904333,0.000074199444,0.000016203703,0.003402908,7.587886e-7,8.0484415e-7,0.5700541,0.42300814,0.0033682312],"study_design_scores_gemma":[0.00019159162,0.0000086937125,0.000029963,0.00014852372,0.000044501005,0.0000019513948,0.00035145643,0.00000349026,0.0000057011125,0.13432093,0.8644956,0.0003976409],"about_ca_topic_score_codex":0.0037490018,"about_ca_topic_score_gemma":0.0091642635,"teacher_disagreement_score":0.4414874,"about_ca_system_score_codex":0.0009788133,"about_ca_system_score_gemma":0.0036491763,"threshold_uncertainty_score":0.9998636},"labels":[],"label_agreement":null},{"id":"W4407576340","doi":"10.4337/9781035326570.00018","title":"Labor and trade policy in North America","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Economics; Political science","score_opus":0.014233805990111936,"score_gpt":0.261470305363099,"score_spread":0.24723649937298708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576340","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":[0.0002658963,0.00029309062,0.0000056921676,0.018946737,0.00048015825,0.00034888997,0.00023809304,0.00012647812,0.97929496],"genre_scores_gemma":[0.005167633,0.00047929146,0.0001978693,0.014715098,0.001311286,0.000022406692,0.00008486746,0.00004995768,0.9779716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811554,0.00007628094,0.00034493313,0.00045971636,0.00050918426,0.0004943642],"domain_scores_gemma":[0.99906814,0.00015382821,0.00018077865,0.00030773008,0.00006938154,0.00022014453],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00038460677,0.0002765161,0.0003841535,0.00055310165,0.00039596975,0.001242301,0.00055094593,0.00039377896,0.000118827884],"category_scores_gemma":[0.00045775226,0.00027804796,0.000089055044,0.0001535887,0.00033478357,0.0004710131,0.00020006081,0.00076119864,0.000002456257],"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":[0.00000420659,0.000009347882,0.00031998704,0.000012896226,0.000037331603,0.000013344417,0.005662624,3.541055e-7,4.3668283e-7,0.829565,0.040865663,0.12350884],"study_design_scores_gemma":[0.00020713464,0.00001649326,0.0034132565,0.000098931996,0.000020290454,1.6531298e-7,0.00031278585,0.0000010879114,4.7682863e-7,0.014933224,0.9807221,0.00027400727],"about_ca_topic_score_codex":0.01343637,"about_ca_topic_score_gemma":0.07834496,"teacher_disagreement_score":0.93985647,"about_ca_system_score_codex":0.00028494725,"about_ca_system_score_gemma":0.0011758846,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W4407576368","doi":"10.4337/9781035300686.00032","title":"School–family–community partnerships: challenges and winning conditions","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Parental Involvement in Education","field":"Social Sciences","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":"Sociology; Political science; Psychology","score_opus":0.18227171258664895,"score_gpt":0.3471862631000347,"score_spread":0.16491455051338574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576368","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":[0.0008272719,0.004561634,0.0000070145743,0.0036969087,0.0018666291,0.00048825564,0.00007120174,0.00038609488,0.988095],"genre_scores_gemma":[0.05735006,0.0022976873,0.00032344036,0.0015747785,0.0016724849,0.00010357786,0.00044100845,0.000074560565,0.9361624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733883,0.00049431185,0.00045059068,0.00048216074,0.00072003074,0.00051409384],"domain_scores_gemma":[0.9975545,0.00074406766,0.00035022316,0.0006554653,0.00031663463,0.00037912882],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027522678,0.0003868438,0.00041903363,0.00043316436,0.0019007216,0.001695099,0.00092418597,0.0007387967,0.00020059761],"category_scores_gemma":[0.0013796842,0.0004586475,0.00014252555,0.000041540585,0.00070160197,0.001268793,0.00040596985,0.0020717273,0.000058043097],"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":[0.000005243583,0.000040685078,0.000054140743,0.00012917077,0.00013058442,0.0000030293834,0.020491986,2.1531139e-7,0.000016288726,0.8628892,0.10269267,0.013546785],"study_design_scores_gemma":[0.00014545879,0.000024473275,0.00053225236,0.000844457,0.00008613856,7.2836673e-7,0.013562646,0.0000010747531,0.0000091070715,0.1562904,0.828097,0.00040629128],"about_ca_topic_score_codex":0.0023771906,"about_ca_topic_score_gemma":0.009971993,"teacher_disagreement_score":0.7254043,"about_ca_system_score_codex":0.0005852707,"about_ca_system_score_gemma":0.0010048314,"threshold_uncertainty_score":0.9997865},"labels":[],"label_agreement":null},{"id":"W4407576478","doi":"10.4337/9781035302093.00018","title":"Providing public income support may advance public health: recent federal policy developments in Canada’s social safety net","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Safety net; Public health; Public policy; Political science; Business; Public administration; Public economics; Environmental health; Economic growth; Economics; Medicine; Nursing","score_opus":0.043332379485382634,"score_gpt":0.29011852090779067,"score_spread":0.24678614142240804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576478","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":[0.000025183159,0.00017939064,0.000013773718,0.21710676,0.0015246595,0.00085441995,0.00091279024,0.00012108969,0.77926195],"genre_scores_gemma":[0.025760291,0.00049250695,0.0002759132,0.03491101,0.0027822233,0.00009066585,0.0003967465,0.00014216632,0.9351485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923385,0.00038479993,0.0014783114,0.0011354365,0.0019969451,0.002666014],"domain_scores_gemma":[0.9963776,0.00023072287,0.0011572586,0.00051394885,0.00047164463,0.0012488101],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003092095,0.00073129166,0.0010982655,0.0010633761,0.002280928,0.0030541604,0.0019405957,0.0007762377,0.0003815695],"category_scores_gemma":[0.0027234708,0.0009094517,0.00019999864,0.00041315472,0.0003355261,0.0018809263,0.0005719319,0.0020091198,0.00001980249],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000011913352,0.000008656355,0.0005125474,0.00008591128,0.00005766561,0.00003969389,0.0036838793,3.6652835e-7,8.4630116e-8,0.49605536,0.34188095,0.15766296],"study_design_scores_gemma":[0.00051402143,0.000016567636,0.0018556922,0.000266461,0.00000542973,0.000004197905,0.00038103177,0.0000010480875,6.114886e-7,0.005224183,0.99094033,0.0007904248],"about_ca_topic_score_codex":0.97895306,"about_ca_topic_score_gemma":0.9990887,"teacher_disagreement_score":0.64905936,"about_ca_system_score_codex":0.027079329,"about_ca_system_score_gemma":0.21380416,"threshold_uncertainty_score":0.9993356},"labels":[],"label_agreement":null},{"id":"W4407576521","doi":"10.4337/9781035326570.00024","title":"Building blocks of the Canada–US relationship: the integrative role of cross-border regions","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","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 geography; Geography; Political science","score_opus":0.016388814406818348,"score_gpt":0.3329588376852481,"score_spread":0.31657002327842976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576521","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":[0.0011337482,0.00034435088,0.00025931984,0.004764267,0.0013098045,0.00067687867,0.00013517574,0.00005158057,0.9913249],"genre_scores_gemma":[0.23529169,0.000015681473,0.0001645169,0.0004943807,0.00029447183,0.000024991343,0.000025771806,0.000028188966,0.7636603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737126,0.00019798745,0.000744432,0.00036628384,0.001028671,0.0002913415],"domain_scores_gemma":[0.995846,0.00080501015,0.0007443148,0.0006810472,0.0018421925,0.00008144477],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011232635,0.000297398,0.00038709337,0.00016062782,0.0015716541,0.0010882709,0.0011055655,0.00049416185,0.00035693982],"category_scores_gemma":[0.004317291,0.00019325188,0.00027198362,0.00018530863,0.0010972017,0.00050657673,0.00021823321,0.0012811078,0.0000011711394],"study_design_candidate":"not_applicable","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":[0.0000083833675,0.0000077336435,0.00041212924,0.000011398461,0.00006822041,2.5938752e-7,0.007075114,0.000043664946,0.000026913407,0.9486904,0.03875933,0.0048964126],"study_design_scores_gemma":[0.00012909003,0.000014534146,0.0005316833,0.00034043897,0.00006079178,7.139199e-7,0.0019763843,0.000054013333,0.0002683468,0.02755922,0.9688643,0.0002004887],"about_ca_topic_score_codex":0.32124695,"about_ca_topic_score_gemma":0.8733453,"teacher_disagreement_score":0.930105,"about_ca_system_score_codex":0.00045850285,"about_ca_system_score_gemma":0.0062103756,"threshold_uncertainty_score":0.9999487},"labels":[],"label_agreement":null},{"id":"W4407576578","doi":"10.4337/9781035326570.00025","title":"North American integration and gender","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":0.027522518588521894,"score_gpt":0.27263081383601345,"score_spread":0.24510829524749156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576578","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":[0.000566334,0.000090732065,0.0001878423,0.0012021898,0.0007647929,0.00028496506,0.00007505568,0.00016407167,0.996664],"genre_scores_gemma":[0.022914594,0.00014875931,0.00044001947,0.0025622305,0.0008403779,0.000014297044,0.000106738495,0.000036313762,0.9729367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984282,0.00006253292,0.0002626751,0.0004096593,0.0005188671,0.00031803944],"domain_scores_gemma":[0.9989442,0.0001128392,0.00023200367,0.00027642885,0.0002553369,0.00017915],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00048309757,0.00024001925,0.00028940086,0.00023853927,0.00059814646,0.0016832646,0.00038210262,0.00020756607,0.00011662478],"category_scores_gemma":[0.0002778795,0.00022528028,0.0000904747,0.0000579084,0.00040431917,0.00047474806,0.00016416253,0.0005992167,0.0000029659338],"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":[0.0000027912233,0.0000037620755,0.00017338301,0.0000054409734,0.000053250773,0.000003006411,0.0028920765,8.356498e-8,5.637888e-7,0.7870182,0.042983264,0.16686423],"study_design_scores_gemma":[0.00008761093,0.000017407434,0.0027978122,0.00004244433,0.000052105403,2.1249376e-7,0.00032731896,0.0000021868957,0.0000014561349,0.018437784,0.97798693,0.00024674667],"about_ca_topic_score_codex":0.0044666836,"about_ca_topic_score_gemma":0.0782593,"teacher_disagreement_score":0.93500364,"about_ca_system_score_codex":0.00017833484,"about_ca_system_score_gemma":0.0004772364,"threshold_uncertainty_score":0.9993531},"labels":[],"label_agreement":null},{"id":"W4407576600","doi":"10.4337/9781035326570.00007","title":"The birth of NAFTA in a neoliberal moment","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Moment (physics); Economics; Political science; Physics; Classical mechanics","score_opus":0.03801816599232019,"score_gpt":0.19678483587379686,"score_spread":0.15876666988147667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576600","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":[0.00088741793,0.002380261,0.000040583294,0.0013155515,0.0015559654,0.00034723768,0.00037583514,0.000042677068,0.99305445],"genre_scores_gemma":[0.016153764,0.00045484534,0.00024507774,0.00075262634,0.00031463956,0.000033726723,0.000048066282,0.00007046159,0.9819268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974799,0.000010857884,0.0013519533,0.0005909873,0.00007614032,0.00049015123],"domain_scores_gemma":[0.99815047,0.0001376035,0.00078552467,0.0007771514,0.000049264116,0.00009998233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010352787,0.0003595026,0.00081857276,0.0004896528,0.00011288817,0.00075039983,0.0010276561,0.00048395412,0.00014240148],"category_scores_gemma":[0.00011832375,0.00036671245,0.000327328,0.000048753132,0.00013536513,0.00035096615,0.0003318175,0.0007888978,0.00012907312],"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":[0.000021387597,0.00001173288,0.00046879344,0.000064375585,0.00012004463,0.000005272704,0.0002270134,0.000016685412,2.2487393e-7,0.96274525,0.03028825,0.006030987],"study_design_scores_gemma":[0.0003028642,0.000024457742,0.00019873984,0.00009747232,0.0000055663136,0.0000015249185,0.000014966847,0.0000812103,0.0000039085926,0.3196675,0.6793648,0.0002370048],"about_ca_topic_score_codex":0.0006988202,"about_ca_topic_score_gemma":0.00054252916,"teacher_disagreement_score":0.6490765,"about_ca_system_score_codex":0.0003567764,"about_ca_system_score_gemma":0.00014488485,"threshold_uncertainty_score":0.99987847},"labels":[],"label_agreement":null},{"id":"W4407576644","doi":"10.4337/9781035340163.00009","title":"The structure of the recovery","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Chart; Coronavirus disease 2019 (COVID-19); Pandemic; Geography; Regional science; History; Political science; Medicine; Statistics; Mathematics","score_opus":0.011101801874425962,"score_gpt":0.23599181439760714,"score_spread":0.22489001252318117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576644","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":[0.000072197676,0.00029206256,0.000009627995,0.0027895006,0.0040070894,0.00042187137,0.0000306256,0.0000553731,0.99232167],"genre_scores_gemma":[0.00946806,0.00007234886,0.00002994208,0.00048154037,0.0005901102,0.0000021814703,0.000004469943,0.00001913882,0.9893322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980146,0.000111940964,0.00032051047,0.00030121944,0.00092373084,0.00032797534],"domain_scores_gemma":[0.9983794,0.00033222555,0.00037945417,0.00067746633,0.00017428142,0.00005714873],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000718064,0.00020750244,0.00022381026,0.00009008779,0.0010997258,0.0016806073,0.0023560403,0.0003549611,0.0001329596],"category_scores_gemma":[0.00059347233,0.000119009565,0.00025950963,0.000057115412,0.0007996891,0.00035342952,0.0006124609,0.00065398874,0.0000064717847],"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":[0.0000069106945,0.0000015494124,0.000013800198,0.00002784455,0.00006675942,0.0000010081156,0.0014574962,0.0000015483772,0.0000047102817,0.71062833,0.2208924,0.06689764],"study_design_scores_gemma":[0.000048331614,0.0000064196634,0.000035040426,0.00019540288,0.00004209656,1.6220113e-7,0.00043422924,7.5241655e-7,0.000014591637,0.13818641,0.86091495,0.00012160988],"about_ca_topic_score_codex":0.00036999912,"about_ca_topic_score_gemma":0.0054259603,"teacher_disagreement_score":0.6400226,"about_ca_system_score_codex":0.00010012573,"about_ca_system_score_gemma":0.00054689485,"threshold_uncertainty_score":0.99935573},"labels":[],"label_agreement":null},{"id":"W4407576694","doi":"10.4337/9781035326570.00026","title":"Climate change and trade regulation","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Climate change; Environmental science; Economics; Geology; Oceanography","score_opus":0.03522095727245968,"score_gpt":0.25474532943104616,"score_spread":0.2195243721585865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576694","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":[0.000007816915,0.00028226132,0.000020005606,0.026989011,0.0011549841,0.00058089534,0.0000531517,0.0004504567,0.9704614],"genre_scores_gemma":[0.02810267,0.00030292105,0.0005576431,0.002516824,0.0030041004,0.000028642482,0.00014951138,0.000117118514,0.9652206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792373,0.00008997545,0.00036271202,0.00052848214,0.0006662528,0.00042886208],"domain_scores_gemma":[0.99890757,0.00016129152,0.00027903126,0.00033673554,0.000116036346,0.00019932762],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008849543,0.00029744097,0.00034374552,0.0003363849,0.0007563802,0.0019317246,0.00043135832,0.0006623551,0.0004049691],"category_scores_gemma":[0.00028054803,0.000341512,0.00009255566,0.000075105,0.00033384384,0.001089367,0.0001777827,0.00056360546,0.000027985836],"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":[0.0000037945267,0.0000030496572,0.00003952436,0.000047815563,0.000022807386,0.0000040354957,0.003417079,6.536829e-8,0.0000020308423,0.9231749,0.030656477,0.042628422],"study_design_scores_gemma":[0.00016105047,0.000008852264,0.00051083445,0.00031643582,0.00006210563,0.000001368569,0.000075889795,0.0000043539635,0.000009992488,0.024580859,0.9739469,0.0003213012],"about_ca_topic_score_codex":0.00023341652,"about_ca_topic_score_gemma":0.0011368898,"teacher_disagreement_score":0.9432905,"about_ca_system_score_codex":0.00020546437,"about_ca_system_score_gemma":0.0002211766,"threshold_uncertainty_score":0.9999037},"labels":[],"label_agreement":null},{"id":"W4407576724","doi":"10.4337/9781035300686.00031","title":"School-based parent involvement policies: an international comparison study","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Parental Involvement in Education","field":"Social Sciences","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; Psychology","score_opus":0.1029240024831947,"score_gpt":0.38123130988361564,"score_spread":0.278307307400421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576724","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":[0.004039062,0.000096756754,0.00010037783,0.0019741303,0.008188122,0.0017191272,0.00013610338,0.00046908192,0.98327726],"genre_scores_gemma":[0.25793925,0.000028932292,0.0005754257,0.0026545464,0.0038585756,0.00030459126,0.0016824255,0.00010809832,0.73284817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494475,0.00029076182,0.0009695469,0.00094069843,0.002230975,0.0006232553],"domain_scores_gemma":[0.9969648,0.0002052424,0.0007071753,0.0009257061,0.0006914714,0.00050562184],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00217398,0.00053881045,0.00056046667,0.0008219768,0.00085623143,0.004044222,0.0024082793,0.0005030441,0.0011317994],"category_scores_gemma":[0.00061188074,0.00060953887,0.00022768583,0.000084431835,0.00029477445,0.0014500081,0.00039117536,0.0010760949,0.000102307386],"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":[0.00010904643,0.0028464885,0.047125842,0.00012596614,0.0009638296,0.00001634137,0.07341021,0.000100732184,0.000020715308,0.4807396,0.37061366,0.023927549],"study_design_scores_gemma":[0.00056162616,0.00018389018,0.0014658459,0.00036388694,0.00013118365,1.013169e-7,0.013903826,0.00007287942,0.000024885896,0.0063118464,0.9763425,0.00063750637],"about_ca_topic_score_codex":0.019016542,"about_ca_topic_score_gemma":0.043039307,"teacher_disagreement_score":0.60572886,"about_ca_system_score_codex":0.002637372,"about_ca_system_score_gemma":0.0023988385,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W4407576728","doi":"10.4337/9781035326570.00005","title":"Introduction: the North American idea, redux?","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Redux; History; Engineering","score_opus":0.01454395066787645,"score_gpt":0.2456361369006353,"score_spread":0.23109218623275884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576728","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":[0.0000345674,0.00016856787,0.000011864665,0.1160645,0.0019872126,0.0003050826,0.00023237379,0.00013754834,0.8810583],"genre_scores_gemma":[0.001191077,0.00010833091,0.00006382461,0.009124286,0.015252978,0.000023173712,0.00003328862,0.00004294646,0.9741601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748194,0.000112764785,0.00037237478,0.00059291144,0.00083982066,0.00060017],"domain_scores_gemma":[0.9979323,0.00025571606,0.0004931807,0.0008099293,0.00024377936,0.0002650763],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008958053,0.00031916884,0.00039734202,0.00018755851,0.0011550791,0.0019417378,0.0013367606,0.00025441128,0.00037006612],"category_scores_gemma":[0.001261998,0.00028618914,0.00024859677,0.00014141167,0.0012503816,0.0004578877,0.00017985007,0.0012927436,0.000107238964],"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":[0.000004182991,0.0000011858406,0.0000108571,0.0000054723987,0.000038863982,0.000005320676,0.0015456993,6.107995e-7,6.273872e-8,0.39194772,0.5643597,0.042080298],"study_design_scores_gemma":[0.00006077139,0.000015293399,0.00029567807,0.000047824702,0.00004744356,0.0000025504498,0.00012185672,5.930916e-7,0.0000010883313,0.010553489,0.9885469,0.00030648574],"about_ca_topic_score_codex":0.105637275,"about_ca_topic_score_gemma":0.45039693,"teacher_disagreement_score":0.4241872,"about_ca_system_score_codex":0.000595119,"about_ca_system_score_gemma":0.0019011487,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W4407576792","doi":"10.4337/9781800374287.00027","title":"The governance of international civil aviation: a brief assessment","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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":"Civil aviation; Corporate governance; Aeronautics; Political science; Aviation; Public administration; Engineering; Business; Aerospace engineering; Finance","score_opus":0.014221616372945936,"score_gpt":0.27935026175751215,"score_spread":0.2651286453845662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576792","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":[0.000008677204,0.00014481068,0.00048705848,0.008915848,0.004212479,0.00027124255,0.00013044207,0.00006771637,0.9857617],"genre_scores_gemma":[0.026202712,0.00027342382,0.00027622783,0.00047160362,0.001684391,0.00002333633,0.000104144325,0.000022633947,0.97094154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971879,0.000076116026,0.0005215534,0.0003183517,0.001660038,0.0002360343],"domain_scores_gemma":[0.9973907,0.0005058744,0.00077792414,0.00029337697,0.00096842437,0.000063699874],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015402257,0.0001979977,0.00023021852,0.000088899156,0.00062433997,0.0013644446,0.0012206611,0.00032671433,0.00039308507],"category_scores_gemma":[0.0007379996,0.00017595588,0.00021480079,0.000031409723,0.00026056063,0.00060529436,0.00020741677,0.00056582334,0.000013214437],"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":[0.000009306127,0.0000074013738,0.00008439786,0.000008536707,0.00012341636,0.0000018500153,0.00042004374,0.0000014629056,0.0000018758603,0.9014217,0.07740074,0.02051924],"study_design_scores_gemma":[0.00014827754,0.000011247532,0.0006214905,0.0001951004,0.000025551615,4.390855e-7,0.00004796699,0.000024866245,0.00001003605,0.08754204,0.9112223,0.00015070305],"about_ca_topic_score_codex":0.0017115552,"about_ca_topic_score_gemma":0.00934211,"teacher_disagreement_score":0.83382154,"about_ca_system_score_codex":0.0006699931,"about_ca_system_score_gemma":0.0012964221,"threshold_uncertainty_score":0.99967223},"labels":[],"label_agreement":null},{"id":"W4407576795","doi":"10.4337/9781802203028.00018","title":"The Ramsar Convention and the Convention on Biological Diversity: Proposals for enhanced cooperation, synergies, and interoperability for the Kunming-Montreal Global Biodiversity Framework","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","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":"Convention on Biological Diversity; Interoperability; Biodiversity; Convention; Diversity (politics); Indonesian; Environmental resource management; Business; Political science; Geography; Environmental science; Ecology; Computer science; Biology; World Wide Web; Law","score_opus":0.015664484924026202,"score_gpt":0.23365214528897296,"score_spread":0.21798766036494677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576795","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":[0.034002442,0.0016515892,0.038456883,0.047009658,0.007077897,0.020360399,0.00327245,0.000508613,0.84766006],"genre_scores_gemma":[0.7376657,0.0005799958,0.0014347571,0.0047974396,0.0007065404,0.00047665596,0.00064250507,0.00003884208,0.25365755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983762,0.00013823021,0.00031593288,0.0005721905,0.0003499319,0.00024753084],"domain_scores_gemma":[0.9975198,0.0016995948,0.00023199919,0.00033315166,0.00016076864,0.000054688175],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016557619,0.00028264988,0.00028861436,0.00001990345,0.002078555,0.0012005056,0.000671149,0.000346621,0.00007366359],"category_scores_gemma":[0.001255606,0.00015164682,0.00018105783,0.000022388884,0.0015229097,0.00027788134,0.0012167426,0.00038690888,0.00001090518],"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":[0.001819552,0.000031845168,0.0006513415,0.00005195297,0.00037112093,0.0000011886999,0.0007840646,0.000011710819,0.000012172265,0.9162842,0.02830933,0.051671494],"study_design_scores_gemma":[0.0025958037,0.00043261325,0.002136299,0.00030197686,0.0003083682,0.0000052042324,0.0003215,0.0008828314,0.00022493214,0.3200467,0.6722139,0.00052987237],"about_ca_topic_score_codex":0.00083809334,"about_ca_topic_score_gemma":0.0008838666,"teacher_disagreement_score":0.7036633,"about_ca_system_score_codex":0.0003127537,"about_ca_system_score_gemma":0.000033147342,"threshold_uncertainty_score":0.9998363},"labels":[],"label_agreement":null},{"id":"W4407576894","doi":"10.4337/9781035347544.00010","title":"The climate change challenge: catalysing behavioural change through city branding - an exploratory analysis of cities in UK and Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Climate change; Exploratory analysis; Geography; Economic geography; Political science; Regional science; Ecology; Computer science; Data science","score_opus":0.11947398659205492,"score_gpt":0.3198628914980105,"score_spread":0.20038890490595557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576894","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":[0.022221332,0.0032456897,0.0000025117502,0.0042624427,0.0011651899,0.0011409583,0.0004700283,0.00010727908,0.9673846],"genre_scores_gemma":[0.9559353,0.0030142856,0.000057754227,0.00034291248,0.0010573395,0.00014431917,0.0001893196,0.0000707944,0.03918797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960276,0.0002932496,0.0005510288,0.0006553826,0.0015935921,0.0008791404],"domain_scores_gemma":[0.9978752,0.0005314636,0.00045270933,0.0006290644,0.00028804084,0.00022349291],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031015328,0.0003771517,0.0008133303,0.0008718877,0.0012444595,0.0016588705,0.0012196414,0.00043447717,0.000072294424],"category_scores_gemma":[0.00038084108,0.0003529931,0.00020961922,0.00023464845,0.00075426296,0.002011431,0.00073499844,0.0009993355,6.0257526e-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":[0.00020729152,0.00007784651,0.027369205,0.0004152143,0.003432275,0.00087414955,0.26401326,0.0000026730218,0.0000035442486,0.5775731,0.0103015285,0.11572988],"study_design_scores_gemma":[0.0040819095,0.00052465685,0.036066454,0.006201509,0.0102558,0.0000054702427,0.28192532,0.00047255706,0.00010242881,0.06645259,0.58645123,0.007460091],"about_ca_topic_score_codex":0.89281136,"about_ca_topic_score_gemma":0.9919461,"teacher_disagreement_score":0.933714,"about_ca_system_score_codex":0.0007590486,"about_ca_system_score_gemma":0.0010005288,"threshold_uncertainty_score":0.99989223},"labels":[],"label_agreement":null},{"id":"W4407576937","doi":"10.4337/9781035326570.00031","title":"The evolution of law enforcement and intelligence cooperation between Canada and the United States","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Military and Defense Studies","field":"Social Sciences","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 enforcement; Law; Political science; Enforcement; Law and economics; Sociology","score_opus":0.018265643548380398,"score_gpt":0.24512205582935762,"score_spread":0.22685641228097722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576937","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":[0.00037208005,0.0022511461,0.00025659383,0.0020775797,0.0003056157,0.00045802526,0.00006871049,0.000024124076,0.9941861],"genre_scores_gemma":[0.5802185,0.0019120359,0.000045119847,0.00068455667,0.0003995125,0.000024549128,0.00009429371,0.000016399687,0.41660503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869305,0.00016265197,0.0003315132,0.00020002876,0.00041921088,0.00019356346],"domain_scores_gemma":[0.9978839,0.001403464,0.0001523332,0.00017955752,0.00032364266,0.0000570696],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001663426,0.00015454464,0.0002385169,0.000056551824,0.0016059926,0.00041788042,0.0002592718,0.000121887926,0.000010646213],"category_scores_gemma":[0.00039401028,0.000096301446,0.00003554625,0.00003593143,0.0013639912,0.0001695988,0.0001907821,0.0003128676,2.5606525e-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":[0.000021054952,4.950129e-7,0.00003451312,0.000022322354,0.000091338625,3.658435e-7,0.0069478806,0.000008084081,5.392121e-8,0.9808893,0.0067339838,0.0052505885],"study_design_scores_gemma":[0.00010452439,0.000016902683,0.000019529809,0.00010055122,0.000065407075,1.7015176e-7,0.0037536062,0.00004299892,0.000003930014,0.10055202,0.8952298,0.00011054799],"about_ca_topic_score_codex":0.9160221,"about_ca_topic_score_gemma":0.94051677,"teacher_disagreement_score":0.8884958,"about_ca_system_score_codex":0.00021060507,"about_ca_system_score_gemma":0.00067543634,"threshold_uncertainty_score":0.99969375},"labels":[],"label_agreement":null},{"id":"W4407576951","doi":"10.4337/9781035326570.00020","title":"Competition policy in North America in the context of the USMCA: an overview and some skepticism with regard to any prospects for harmonization","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Harmonization; Skepticism; Competition (biology); Context (archaeology); Competition policy; Political science; Economics; International trade; Epistemology; Geography; Philosophy; Biology; Ecology; Archaeology","score_opus":0.05070890352478015,"score_gpt":0.22780574037116447,"score_spread":0.17709683684638433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576951","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":[0.09942336,0.004640368,0.0005429269,0.0193985,0.0011566258,0.007837815,0.003669121,0.00009461292,0.86323667],"genre_scores_gemma":[0.96124667,0.00076701114,0.0008972449,0.012284718,0.00051724154,0.00023702464,0.00032270653,0.00010679092,0.023620581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851364,0.000019295736,0.0006541992,0.0004739549,0.00006280513,0.00027611502],"domain_scores_gemma":[0.9988292,0.00007960376,0.0004950634,0.00048135396,0.00005488498,0.00005991696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045200653,0.00024989474,0.0005850774,0.0004220477,0.00008697215,0.000468435,0.0005352781,0.00018559251,0.000007021334],"category_scores_gemma":[0.0001606517,0.00020628946,0.00009222484,0.00012706002,0.00009551448,0.00053047756,0.00010960455,0.00034491284,0.000004978736],"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":[0.000040790364,0.000022809772,0.004287773,0.00014149588,0.000030908574,0.0000011174374,0.0016399589,0.000052996624,2.993308e-7,0.9901668,0.0009103589,0.002704681],"study_design_scores_gemma":[0.0018499754,0.00049334957,0.04821531,0.0007958231,0.000039031314,0.0000068109007,0.00045063708,0.000557624,0.000009188563,0.23255433,0.71425855,0.0007693479],"about_ca_topic_score_codex":0.0012400013,"about_ca_topic_score_gemma":0.007877624,"teacher_disagreement_score":0.8618233,"about_ca_system_score_codex":0.0002381407,"about_ca_system_score_gemma":0.00011945261,"threshold_uncertainty_score":0.841224},"labels":[],"label_agreement":null},{"id":"W4407576958","doi":"10.4337/9781035326570.00032","title":"Shadow regionalism and border policing in the political economy of North American integration","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender, Violence, Rights in Latin America","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Regionalism (politics); Shadow (psychology); Politics; Political science; Political economy; Economy; Economic geography; Geography; Economics; Law","score_opus":0.021083990620934738,"score_gpt":0.296541631330614,"score_spread":0.27545764070967926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576958","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":[0.0004564345,0.000041105955,0.00017679032,0.011544959,0.00025215078,0.00044339342,0.000026833766,0.00005746771,0.9870009],"genre_scores_gemma":[0.85198057,0.00006442368,0.0019297459,0.012946835,0.0015667878,0.000065829445,0.00009584462,0.00007684093,0.1312731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975464,0.0002569971,0.00057553255,0.00050513435,0.0005707616,0.00054520526],"domain_scores_gemma":[0.9979076,0.000773026,0.00046994173,0.0004535957,0.00024682045,0.00014900733],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00096577435,0.00031369174,0.0005375404,0.00045287245,0.00032823134,0.0006615692,0.00089405617,0.00023378023,0.000037157966],"category_scores_gemma":[0.0005494973,0.00024624896,0.00013474115,0.00013219083,0.0019037918,0.00042043303,0.00016773504,0.0009840201,0.0000027259832],"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":[0.0000055966116,0.000007887593,0.0008328224,0.000021321825,0.00002828035,0.0000034136858,0.007263617,4.1638407e-7,1.7526561e-7,0.9409693,0.0045139454,0.046353243],"study_design_scores_gemma":[0.00019334904,0.00006401198,0.0050668074,0.0003977158,0.00006824236,0.000004907035,0.0052173184,0.000028731345,0.000003471605,0.44393784,0.5445307,0.0004869221],"about_ca_topic_score_codex":0.022731284,"about_ca_topic_score_gemma":0.033025756,"teacher_disagreement_score":0.8557278,"about_ca_system_score_codex":0.00027373162,"about_ca_system_score_gemma":0.00084217236,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W4407576968","doi":"10.4337/9781035326570.00008","title":"Seeing North America through old and new perspectives","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","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":"History; Geography; Political science","score_opus":0.023932006947151842,"score_gpt":0.2564452287893208,"score_spread":0.23251322184216897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576968","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":[0.000019122492,0.007203163,0.00042524817,0.003442449,0.0010294064,0.0003845605,0.000048902446,0.00043948655,0.9870077],"genre_scores_gemma":[0.0011392663,0.0023580687,0.0021807414,0.001517696,0.0022478928,0.000014041328,0.000035650773,0.000056435205,0.9904502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967592,0.00013461088,0.00044628276,0.0009941952,0.0009516465,0.00071411114],"domain_scores_gemma":[0.9979231,0.00046566708,0.00030001177,0.00049699604,0.00028913206,0.000525139],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00047424366,0.0005030832,0.0006899548,0.00042365456,0.0012999367,0.0015689862,0.0008333547,0.00080947403,0.00032885605],"category_scores_gemma":[0.0008130409,0.00051470485,0.00048598635,0.00036943515,0.0010861496,0.0008690277,0.00030796666,0.0016225905,0.000027215454],"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":[0.000017605847,0.000013569496,0.00014084976,0.000035509827,0.00018527223,0.000024015551,0.024776386,4.9207483e-7,2.4775218e-7,0.7118604,0.13423784,0.1287078],"study_design_scores_gemma":[0.00016556848,0.000041563162,0.000071793824,0.0001756744,0.0001043132,7.890276e-7,0.00121346,6.2047246e-7,3.607943e-7,0.07336446,0.92434424,0.000517186],"about_ca_topic_score_codex":0.007385006,"about_ca_topic_score_gemma":0.003695276,"teacher_disagreement_score":0.79010636,"about_ca_system_score_codex":0.00020312774,"about_ca_system_score_gemma":0.0006093155,"threshold_uncertainty_score":0.9998193},"labels":[],"label_agreement":null},{"id":"W4407576971","doi":"10.4337/9781035326570.00015","title":"Regulatory cooperation: managing at the margins","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"EU Law and Policy Analysis","field":"Social Sciences","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":0.02242299170885587,"score_gpt":0.2699540864792647,"score_spread":0.24753109477040885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576971","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":[0.000025864023,0.000653151,0.000044457734,0.018023899,0.0011501558,0.00031024776,0.000046550518,0.0002089386,0.9795367],"genre_scores_gemma":[0.0028777712,0.00012988532,0.000049824495,0.004382928,0.0025260113,0.000020042773,0.000090509995,0.000046676127,0.98987633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974027,0.00021216765,0.00043267926,0.00053929834,0.00090478046,0.00050833303],"domain_scores_gemma":[0.997987,0.00039994603,0.00028086992,0.000860611,0.0002912982,0.0001802944],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021080864,0.00034362185,0.00041159007,0.00025794734,0.002576396,0.0024697112,0.0011565561,0.0006236632,0.0018639198],"category_scores_gemma":[0.00032130364,0.00028675236,0.00038152322,0.00008365845,0.00060721196,0.00051161856,0.00043114828,0.00087560475,0.00019167596],"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":[0.0000041527273,0.0000015599054,0.000008423361,0.000015902975,0.00012648884,0.000007960525,0.0020659382,0.0000045719626,5.8338674e-7,0.66235155,0.32710218,0.008310673],"study_design_scores_gemma":[0.00008869787,0.0000055646974,0.000010828726,0.00014416232,0.00017116763,0.000001438299,0.00016043577,0.0000098155615,0.0000066409198,0.026823571,0.9722679,0.0003097515],"about_ca_topic_score_codex":0.003378206,"about_ca_topic_score_gemma":0.035871573,"teacher_disagreement_score":0.64516574,"about_ca_system_score_codex":0.00057632633,"about_ca_system_score_gemma":0.0008293649,"threshold_uncertainty_score":0.99995846},"labels":[],"label_agreement":null},{"id":"W4407576977","doi":"10.4337/9781035311736.00013","title":"Country report on Denmark","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"History","score_opus":0.04070288326682109,"score_gpt":0.33656941719761896,"score_spread":0.29586653393079787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576977","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":[0.000016587903,0.00018192793,0.000020730624,0.0047832592,0.0044481736,0.000708961,0.000052831663,0.0003326433,0.98945487],"genre_scores_gemma":[0.001295029,0.00011976827,0.00022946742,0.0013462926,0.0036745726,0.000041231742,0.000045101613,0.000055185476,0.9931933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99268264,0.00026628768,0.00067907426,0.001092952,0.0041764546,0.001102578],"domain_scores_gemma":[0.99621654,0.00106894,0.00054257305,0.00090176455,0.00070753624,0.00056263036],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076478743,0.00044478252,0.0005896023,0.0004662558,0.0019282448,0.0051340414,0.0024975291,0.0012636912,0.0019177821],"category_scores_gemma":[0.007924713,0.00044106296,0.00031754287,0.0001657373,0.0015905589,0.0010005758,0.00046839987,0.0019684797,0.00030701913],"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":[0.0000097704005,0.0000067075316,0.000041447,0.000017492042,0.00004637066,0.00023766722,0.0011748562,2.4547364e-7,6.583169e-7,0.55054516,0.41154882,0.03637082],"study_design_scores_gemma":[0.00009330154,0.00003202376,0.000029140945,0.00033295827,0.000024636523,0.000003884111,0.00033513174,7.0199945e-7,0.0000069265166,0.077224314,0.9215075,0.00040948094],"about_ca_topic_score_codex":0.004545584,"about_ca_topic_score_gemma":0.006485602,"teacher_disagreement_score":0.5099587,"about_ca_system_score_codex":0.001214447,"about_ca_system_score_gemma":0.005115915,"threshold_uncertainty_score":0.99980414},"labels":[],"label_agreement":null},{"id":"W4407576983","doi":"10.4337/9781035326570.00014","title":"Forum preferences in North American trade dispute settlement: from regional to multilateral and back again","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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; Settlement (finance); Political science; Business","score_opus":0.020816945623355253,"score_gpt":0.25115571883658094,"score_spread":0.23033877321322568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576983","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":[0.0050486,0.000120064164,0.00007774051,0.0651949,0.00096560945,0.0013204492,0.0009523358,0.000270191,0.9260501],"genre_scores_gemma":[0.36321965,0.0001307168,0.0045968858,0.00931885,0.0015156907,0.00006247758,0.0012965729,0.00017084651,0.61968833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712044,0.00014121184,0.00054150826,0.0008389895,0.00077157776,0.0005863023],"domain_scores_gemma":[0.9986375,0.00029252333,0.00029603264,0.000349167,0.00007980409,0.00034497597],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003622919,0.0004063223,0.0005331961,0.00041261275,0.00033026625,0.001593534,0.000818156,0.00025072752,0.00027777563],"category_scores_gemma":[0.0001824888,0.0004350464,0.00009321834,0.00019374398,0.0004506114,0.0006696808,0.00028975026,0.0006939009,0.000039432147],"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":[0.00010946929,0.00006616894,0.060400244,0.00008911146,0.00037226905,0.000053405623,0.044329435,0.000026690474,0.000009031266,0.43506518,0.31878385,0.14069515],"study_design_scores_gemma":[0.00029773967,0.000029095774,0.021998635,0.00021570109,0.000029020204,3.2421656e-7,0.00041916707,0.000009210679,0.0000052720156,0.003315981,0.973189,0.0004908748],"about_ca_topic_score_codex":0.0056196214,"about_ca_topic_score_gemma":0.18775712,"teacher_disagreement_score":0.6544051,"about_ca_system_score_codex":0.00028948853,"about_ca_system_score_gemma":0.00044604077,"threshold_uncertainty_score":0.99981016},"labels":[],"label_agreement":null},{"id":"W4407576984","doi":"10.4337/9781035340163.00006","title":"The consequences of COVID for the city","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Virology; History; Medicine; Outbreak; Infectious disease (medical specialty); Pathology","score_opus":0.07373689580773408,"score_gpt":0.26809896530192573,"score_spread":0.19436206949419166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576984","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":[0.000025457006,0.0056578433,0.0038243707,0.01274251,0.002689673,0.0011169038,0.0011664879,0.0000846155,0.97269213],"genre_scores_gemma":[0.026280863,0.00046570273,0.00024635918,0.00430048,0.00068151084,0.00011797069,0.000044241784,0.00007643524,0.96778643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977661,0.000019883773,0.0010673808,0.0005550641,0.0001344334,0.0004571845],"domain_scores_gemma":[0.99321806,0.0041531785,0.0012791124,0.0010498998,0.00018962465,0.000110148896],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003465572,0.00035053672,0.00070067216,0.00026578532,0.0005779817,0.0011469525,0.0016778252,0.000494377,0.00014588494],"category_scores_gemma":[0.006119798,0.0002591806,0.00045617917,0.000046184978,0.0006912604,0.0002827589,0.0003242927,0.0007674796,0.000026710695],"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":[0.000033093784,0.0000033992428,0.000186943,0.000106132524,0.00025685487,9.955176e-7,0.00030551324,0.0000056972026,0.0000017296122,0.8789871,0.11283374,0.0072788177],"study_design_scores_gemma":[0.00022087828,0.00002554559,0.000039323084,0.000069721165,0.000029572302,0.0000017133118,0.00002298379,0.000051123414,0.000023318402,0.33204517,0.6672825,0.00018813128],"about_ca_topic_score_codex":0.00084140984,"about_ca_topic_score_gemma":0.00035018512,"teacher_disagreement_score":0.5544488,"about_ca_system_score_codex":0.00032564285,"about_ca_system_score_gemma":0.0008279681,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W4407577016","doi":"10.4337/9781035302093.00020","title":"Huronia’s lessons: how ableist violence determines health","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","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; Sociology; Psychology","score_opus":0.15922130922576963,"score_gpt":0.4145398062132206,"score_spread":0.255318496987451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577016","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":[0.000036932623,0.0023983961,0.00021173336,0.052107852,0.0071640657,0.0023836512,0.001076545,0.0008365234,0.9337843],"genre_scores_gemma":[0.0039642267,0.0010289272,0.001471021,0.015100526,0.0026409826,0.00028050732,0.00072501606,0.00018728452,0.9746015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939861,0.00048220862,0.001594048,0.0012628748,0.0009850444,0.0016897242],"domain_scores_gemma":[0.99433184,0.00096630293,0.0016801368,0.0015047415,0.00079260743,0.00072435354],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023002732,0.0008543537,0.0014245684,0.0008188094,0.0035974502,0.0006592253,0.0013949112,0.00192911,0.0006439487],"category_scores_gemma":[0.0011579852,0.0009008723,0.00037071866,0.000092538256,0.0002564824,0.000853521,0.0009712755,0.0053378353,0.00040792872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036351736,0.000017703744,0.00016533343,0.0024765842,0.0000888781,0.000019106685,0.0019220684,0.0000012405928,5.2751267e-7,0.46401072,0.4780668,0.053194683],"study_design_scores_gemma":[0.00061632716,0.00010473405,0.0002543149,0.009611144,0.00007399846,0.0000041116436,0.00041414873,0.000048395676,9.436511e-7,0.05043101,0.9377805,0.0006603771],"about_ca_topic_score_codex":0.0022844456,"about_ca_topic_score_gemma":0.008060434,"teacher_disagreement_score":0.4597137,"about_ca_system_score_codex":0.0012918398,"about_ca_system_score_gemma":0.0059588277,"threshold_uncertainty_score":0.99967647},"labels":[],"label_agreement":null},{"id":"W4407577052","doi":"10.4337/9781035326570.00019","title":"Digital trade in North America","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"ICT Impact and Policies","field":"Engineering","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; Business; Geology","score_opus":0.009988164643422405,"score_gpt":0.19807738365326996,"score_spread":0.18808921900984757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577052","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":[0.0004687079,0.00035813055,0.000069134476,0.00022454832,0.0010541814,0.00021563412,0.00033037123,0.0006880729,0.9965912],"genre_scores_gemma":[0.039219704,0.00006645615,0.000060075196,0.00064301735,0.00092734303,0.000019870715,0.00045883626,0.00020745721,0.9583972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984944,0.000007569687,0.0004470984,0.00017972961,0.0003227358,0.00054849626],"domain_scores_gemma":[0.9991734,0.000116882846,0.000075568445,0.00045308808,0.000024217634,0.00015684312],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000076850905,0.00051152706,0.0005465278,0.00061314536,0.000052784762,0.0015563079,0.00057120883,0.00045464243,0.00007334209],"category_scores_gemma":[0.000082727056,0.0005460601,0.0002090152,0.00006611865,0.00007866571,0.0007352536,0.00011840511,0.0012531145,0.000079043115],"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":[0.000016365815,0.000012585227,0.00023084843,0.00038825258,0.00028592517,0.00005919878,0.006571182,0.0006321746,0.0000070558453,0.015582855,0.51611835,0.4600952],"study_design_scores_gemma":[0.00017597922,0.000020139598,0.00020118708,0.00020343265,0.00002293957,0.000005278177,0.000058600617,0.000101620295,0.000014641263,0.0008532774,0.99781173,0.00053116167],"about_ca_topic_score_codex":0.000046367473,"about_ca_topic_score_gemma":0.0002946254,"teacher_disagreement_score":0.4816934,"about_ca_system_score_codex":0.00023094512,"about_ca_system_score_gemma":0.000129642,"threshold_uncertainty_score":0.9996991},"labels":[],"label_agreement":null},{"id":"W4407577054","doi":"10.4337/9781035326570.00017","title":"Investment","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":0.020615923844170613,"score_gpt":0.21341212433248008,"score_spread":0.19279620048830948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577054","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":[0.0000070162346,0.000079726255,0.00006601581,0.002788786,0.0025667192,0.00040193164,0.000016899976,0.00041160485,0.9936613],"genre_scores_gemma":[0.00045611523,0.000003836359,0.00022602796,0.14282268,0.003660902,0.000032109907,0.0004446791,0.00006985661,0.8522838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781865,0.000005700331,0.0005468542,0.0005563685,0.0007477056,0.0003247143],"domain_scores_gemma":[0.9985513,0.00004474651,0.00046492644,0.0004484989,0.00045953598,0.000030990712],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039938436,0.0004670064,0.00036591513,0.0007079486,0.00024499517,0.0039764275,0.00075110176,0.00038741305,0.0017171847],"category_scores_gemma":[0.0001854398,0.00045959567,0.00026939847,0.00004185665,0.00010593188,0.002073042,0.0004603931,0.0006856284,0.001248743],"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":[0.0000071408995,0.000007783751,0.0000036124584,0.000068891786,0.000070635906,0.000009060174,0.000009073375,7.8102295e-7,0.0000047497488,0.6129735,0.38564202,0.0012027515],"study_design_scores_gemma":[0.00023551146,0.00000510337,0.000007910829,0.0002337231,0.00006396841,0.0000011051611,0.0000045883844,0.00013786495,0.000016496568,0.24146838,0.7574869,0.00033846675],"about_ca_topic_score_codex":0.00019751568,"about_ca_topic_score_gemma":0.00012999927,"teacher_disagreement_score":0.37184486,"about_ca_system_score_codex":0.00018244649,"about_ca_system_score_gemma":0.00017733205,"threshold_uncertainty_score":0.9997856},"labels":[],"label_agreement":null},{"id":"W4407577242","doi":"10.4337/9781035326570.00013","title":"Market access in North America","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Market access; Business; Geography; Archaeology","score_opus":0.023521235196513085,"score_gpt":0.2748266291209803,"score_spread":0.25130539392446727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577242","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":[0.00002682499,0.00022034316,0.000009443045,0.008949103,0.0009082743,0.00036228122,0.0005302707,0.00010429278,0.98888916],"genre_scores_gemma":[0.0011313129,0.00018288201,0.000053254113,0.008579807,0.0012818557,0.000026024953,0.000039773997,0.000043262353,0.9886618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975013,0.00009763591,0.00042017363,0.0005751594,0.0007183585,0.0006873737],"domain_scores_gemma":[0.99839544,0.00031628745,0.00034683425,0.0005011602,0.00013161196,0.00030868954],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006098995,0.00032600897,0.00047123208,0.00048823378,0.00033847848,0.0023667247,0.0017740113,0.00054311904,0.0010505862],"category_scores_gemma":[0.0011072028,0.00038593818,0.00019213557,0.0001472664,0.0003813201,0.0010175669,0.00032667274,0.00112937,0.000047826783],"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":[0.000011348285,0.0000036104104,0.0001397917,0.000030726616,0.000025438463,0.00005280943,0.0015749199,8.526102e-7,2.481154e-8,0.15281571,0.7816329,0.0637119],"study_design_scores_gemma":[0.00014045689,0.000007293318,0.00069220696,0.00022403516,0.000016563661,5.5204964e-7,0.0000376982,0.0000029168286,3.0653678e-7,0.013377519,0.9851194,0.00038105983],"about_ca_topic_score_codex":0.17162065,"about_ca_topic_score_gemma":0.7519862,"teacher_disagreement_score":0.58036554,"about_ca_system_score_codex":0.0008691752,"about_ca_system_score_gemma":0.002362758,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W4407577250","doi":"10.4337/9781035326570.00028","title":"Recalibrating regional integration in a fractured world: CUSMA and regional competitiveness","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Regional integration; Economic geography; Regional science; Geology; Geography; Economics; International trade","score_opus":0.04119492218912269,"score_gpt":0.29642462958834015,"score_spread":0.25522970739921746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577250","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":[0.00015351249,0.00042027584,0.00009302923,0.013509337,0.00060032605,0.0004329676,0.000015981237,0.00012899334,0.9846456],"genre_scores_gemma":[0.0057998924,0.00020867323,0.0013219166,0.0036770797,0.0015647074,0.00004126721,0.00029470492,0.000048184324,0.98704356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973641,0.00020799147,0.0005489186,0.0006044065,0.00084400375,0.0004305614],"domain_scores_gemma":[0.9982203,0.0007683926,0.00036068118,0.00021577341,0.00024760285,0.00018721315],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012242433,0.00038643117,0.000487101,0.0009893159,0.00051862135,0.0014562119,0.000512563,0.00063125987,0.00020927809],"category_scores_gemma":[0.00042908633,0.0003939251,0.0001412302,0.00014521721,0.00045746696,0.0009320519,0.00016655985,0.0011257753,0.000010840208],"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":[0.000038596885,0.0000067239544,0.0001769236,0.000032974076,0.00003343114,0.000015299485,0.006677259,5.771453e-7,0.000003608565,0.8890431,0.058054328,0.04591719],"study_design_scores_gemma":[0.0002556933,0.000008424479,0.0008767304,0.001596879,0.0000137615125,0.0000024127055,0.00020868715,0.000012797373,0.0000040217506,0.109721415,0.8869257,0.0003734622],"about_ca_topic_score_codex":0.0017933869,"about_ca_topic_score_gemma":0.018882029,"teacher_disagreement_score":0.82887137,"about_ca_system_score_codex":0.00037268028,"about_ca_system_score_gemma":0.0014353666,"threshold_uncertainty_score":0.9998513},"labels":[],"label_agreement":null},{"id":"W4407577256","doi":"10.4337/9781035326570.00035","title":"North American food security: integration and conflict","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","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":"Food security; Political science; Computer security; Geography; Computer science; Archaeology; Agriculture","score_opus":0.09895157421566445,"score_gpt":0.36964855303980343,"score_spread":0.270696978824139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577256","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":[0.0023553013,0.0004249484,0.00009634642,0.0031238347,0.0021517165,0.0016310872,0.0008962868,0.00047923115,0.98884124],"genre_scores_gemma":[0.1101743,0.00060675305,0.00095845276,0.012542833,0.0027383012,0.00029620127,0.0019831762,0.00020774953,0.8704922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658954,0.0002450542,0.0010913413,0.0007746688,0.00056271337,0.00073669106],"domain_scores_gemma":[0.9966536,0.0006948482,0.00093437993,0.0006974563,0.0006097765,0.0004099007],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00082622864,0.0005417205,0.0008822834,0.0006544628,0.0016129818,0.00035695024,0.0004750402,0.0008361261,0.00023430203],"category_scores_gemma":[0.00066661666,0.000559046,0.00016570822,0.00009185673,0.00032090335,0.0005214065,0.00054035743,0.004126077,0.000111455476],"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":[0.00007797909,0.000014164734,0.0014434981,0.00073081657,0.0001778197,0.0000072191474,0.009946603,3.5367853e-7,2.3312083e-7,0.7230306,0.23449063,0.030080028],"study_design_scores_gemma":[0.0005006784,0.00025482153,0.0012599129,0.0009662518,0.00013058756,0.0000019676618,0.00075928663,0.000062561776,8.333313e-7,0.021088013,0.9744837,0.00049133116],"about_ca_topic_score_codex":0.001416078,"about_ca_topic_score_gemma":0.039554965,"teacher_disagreement_score":0.7399931,"about_ca_system_score_codex":0.00038292815,"about_ca_system_score_gemma":0.0010940598,"threshold_uncertainty_score":0.9996868},"labels":[],"label_agreement":null},{"id":"W4407577257","doi":"10.4337/9781035326570.00023","title":"The auto sector: capitalism's “favourite child” and North American economic integration","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Political Economy and Marxism","field":"Social Sciences","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":"Favourite; Capitalism; Economics; Economic history; Economy; Political science","score_opus":0.013233669695369557,"score_gpt":0.23366078470323423,"score_spread":0.22042711500786466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577257","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":[0.00045763954,0.0002794445,0.000029982291,0.008499018,0.001492697,0.00038226726,0.000120010016,0.00019426548,0.9885447],"genre_scores_gemma":[0.08625869,0.0006123988,0.00010380576,0.0029920996,0.0030251176,0.00004887193,0.000092882896,0.00006198806,0.90680414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810445,0.000110881665,0.00042911337,0.00052390393,0.00024765593,0.00058400683],"domain_scores_gemma":[0.9983752,0.00049291196,0.00031850266,0.0004062557,0.00009108142,0.00031604373],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00093300355,0.0003312024,0.00041619333,0.00013604703,0.00141538,0.0032056049,0.0006998535,0.00029709373,0.00007602194],"category_scores_gemma":[0.00041811497,0.00028538844,0.00017905913,0.00002178202,0.0012175841,0.000672474,0.00023860262,0.00096188526,0.000046701487],"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":[0.0000060327475,0.0000020036948,0.000024016117,0.000007699003,0.000063022766,0.0000019119918,0.0017809817,2.3066151e-7,5.898948e-8,0.85471445,0.030643126,0.11275645],"study_design_scores_gemma":[0.000093890194,0.000023714836,0.0002276013,0.00006730913,0.000042374275,0.000001587272,0.00038201097,0.000018795747,0.000001543226,0.04313686,0.95569646,0.00030786666],"about_ca_topic_score_codex":0.008201215,"about_ca_topic_score_gemma":0.09955142,"teacher_disagreement_score":0.9250533,"about_ca_system_score_codex":0.0005155747,"about_ca_system_score_gemma":0.00075857673,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W4407577272","doi":"10.4337/9781035326570.00034","title":"Cybersecurity in North America: a review of Mexico","year":2025,"lang":"en","type":"review","venue":"Edward Elgar Publishing eBooks","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","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; Computer security; History; Computer science","score_opus":0.033449933957022844,"score_gpt":0.33330629656529637,"score_spread":0.29985636260827353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577272","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":[7.831669e-7,0.6932941,0.0000030646345,0.0005016996,0.00070536335,0.0010813423,0.00013343885,0.00010142785,0.30417874],"genre_scores_gemma":[0.000011042732,0.9956241,0.00009394014,0.0008429338,0.00033074952,0.00025437874,0.0001354413,0.000035042634,0.0026723566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99445856,0.0014834144,0.0014445761,0.000762194,0.0010542665,0.00079700036],"domain_scores_gemma":[0.9966932,0.0010570196,0.0009558585,0.00072565774,0.0003724292,0.00019581719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025967425,0.00056239584,0.0032334868,0.0005932053,0.00039559696,0.00038698709,0.0017128441,0.0005153323,0.00013413513],"category_scores_gemma":[0.00647199,0.00053105725,0.0010262834,0.0016952537,0.0006637421,0.00061071943,0.00062318577,0.0014950252,0.00002717647],"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":[0.0000019078097,0.000054472646,0.000024323343,0.083815314,0.0001446621,0.000017693535,0.008404739,3.095644e-8,8.108632e-10,0.006818901,0.045572843,0.8551451],"study_design_scores_gemma":[0.00008799018,0.000012326391,0.000005943335,0.12665519,0.00034669507,9.243553e-7,0.0009580148,5.0706763e-8,2.4976597e-8,0.00033028782,0.8712154,0.00038717716],"about_ca_topic_score_codex":0.009046462,"about_ca_topic_score_gemma":0.050791524,"teacher_disagreement_score":0.85475796,"about_ca_system_score_codex":0.00048009874,"about_ca_system_score_gemma":0.0029341623,"threshold_uncertainty_score":0.9997141},"labels":[],"label_agreement":null},{"id":"W4407577305","doi":"10.4337/9781035326570.00030","title":"Nationalism, COVID-19 and public health","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Public Health Policies and Epidemiology","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":"Nationalism; Coronavirus disease 2019 (COVID-19); Public health; 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; History; Sociology; Medicine; Politics; Law; Pathology; Infectious disease (medical specialty); Outbreak","score_opus":0.07493143133265917,"score_gpt":0.310747616282133,"score_spread":0.23581618494947382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577305","genre_codex":"other","genre_gemma":"commentary","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":[0.000009918731,0.000626229,0.00032286526,0.30585238,0.0014479032,0.00046911175,0.000074780575,0.00042056965,0.6907762],"genre_scores_gemma":[0.0007231844,0.00012945152,0.00028357035,0.60610694,0.0049247784,0.00005120808,0.0008968867,0.00009900813,0.38678497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959684,0.00006361369,0.0011451475,0.0009472764,0.00064436975,0.0012311669],"domain_scores_gemma":[0.9968454,0.00049841695,0.0011227322,0.0006195801,0.00053637783,0.00037746865],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00424687,0.0006108851,0.0010024946,0.0013006255,0.00087734556,0.0034481147,0.00088178186,0.000812947,0.00046140092],"category_scores_gemma":[0.006611778,0.0006070099,0.00021487431,0.00013036779,0.00028516367,0.0018397706,0.0011078871,0.0011757974,0.00012656748],"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":[0.0000033576162,0.0000049044434,0.000030811334,0.00055691134,0.00003982648,0.0000037815184,0.000027941669,0.0000027328583,3.1680663e-8,0.49405482,0.49762845,0.00764642],"study_design_scores_gemma":[0.00037767857,0.000010938773,0.00005346262,0.00011183683,0.00002262545,0.000009592456,0.000060487146,0.00022972336,8.042083e-9,0.11211065,0.8866049,0.000408077],"about_ca_topic_score_codex":0.015412962,"about_ca_topic_score_gemma":0.0015468387,"teacher_disagreement_score":0.38897645,"about_ca_system_score_codex":0.00063127873,"about_ca_system_score_gemma":0.0022858512,"threshold_uncertainty_score":0.99963814},"labels":[],"label_agreement":null},{"id":"W4407577718","doi":"10.4337/9781035326570.00021","title":"Integrating North America as a territory of life, not exploitation","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","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; History","score_opus":0.010901869177059945,"score_gpt":0.193314704375158,"score_spread":0.18241283519809803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577718","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":[0.0017321743,0.00013685269,0.0003327644,0.00029180036,0.00056664314,0.0002950204,0.00006796875,0.00009723907,0.9964795],"genre_scores_gemma":[0.027024226,0.0000502368,0.0023537523,0.002891869,0.00031218026,0.000041028907,0.00017978286,0.00008876615,0.9670582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974793,0.000049525246,0.0006044278,0.0006658436,0.00088930555,0.00031156465],"domain_scores_gemma":[0.9984354,0.00014249916,0.00069326157,0.00048202826,0.000018866584,0.00022798372],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016761558,0.00044467452,0.00053844444,0.00017796984,0.00019056907,0.00007247392,0.00070310675,0.00028273798,0.0016122443],"category_scores_gemma":[0.00014677574,0.0004214808,0.00029294673,0.000041598272,0.002094147,0.0004914488,0.00057335495,0.0007900136,0.00035491766],"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":[0.00022290382,0.00013860007,0.0009200383,0.00022664617,0.00034591675,0.000063952604,0.010297539,0.00033730766,0.00086609676,0.010493552,0.5720764,0.40401104],"study_design_scores_gemma":[0.00017959128,0.00012812094,0.0005719117,0.00019724767,0.000046845526,0.000004073113,0.00046211117,0.000035559126,0.000043183954,0.0011720152,0.99668777,0.00047158953],"about_ca_topic_score_codex":0.0017731865,"about_ca_topic_score_gemma":0.0003719371,"teacher_disagreement_score":0.42461136,"about_ca_system_score_codex":0.0006685068,"about_ca_system_score_gemma":0.0001585664,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W4407577734","doi":"10.4337/9781035326570.00016","title":"Public procurement between Canada and the United States: an imperfect integration","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Procurement and Policy","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":"Imperfect; Procurement; Business; Marketing","score_opus":0.03494525366256911,"score_gpt":0.22164384999701658,"score_spread":0.18669859633444746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407577734","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":[0.0008758059,0.0001871488,0.00022527715,0.018133838,0.0009934339,0.001386755,0.0000825003,0.0003825869,0.97773266],"genre_scores_gemma":[0.18658714,0.000108521934,0.00013269178,0.04931462,0.016170237,0.0003898611,0.013832127,0.00039374465,0.7330711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678266,0.000052077117,0.00074923015,0.0007141236,0.0010252135,0.00067668373],"domain_scores_gemma":[0.9973528,0.00021572194,0.00073072314,0.00072657946,0.00088695035,0.00008723599],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021949809,0.00070566044,0.0006608453,0.0010600839,0.0006681605,0.009216119,0.0012516048,0.00039734453,0.00013967232],"category_scores_gemma":[0.0007711433,0.0005136947,0.00014281529,0.00021211314,0.00023018879,0.003085881,0.00071456184,0.0012301934,0.000012575963],"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":[0.000044957073,0.000008669087,0.00033667358,0.00024736527,0.00027475288,0.0000053567583,0.00018242667,0.0000012064417,8.4608536e-7,0.6373272,0.3061489,0.055421673],"study_design_scores_gemma":[0.0010711517,0.000014462373,0.00012280219,0.00023425043,0.0002483065,0.0000012495188,0.00008230282,0.00053357927,0.0000042226507,0.042637784,0.9544842,0.0005656814],"about_ca_topic_score_codex":0.51515216,"about_ca_topic_score_gemma":0.5375563,"teacher_disagreement_score":0.64833534,"about_ca_system_score_codex":0.00037861895,"about_ca_system_score_gemma":0.0011460145,"threshold_uncertainty_score":0.9997315},"labels":[],"label_agreement":null},{"id":"W4407578241","doi":"10.4337/9781035306473.00023","title":"Recovery and resolution of banks","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","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":"Resolution (logic); Business; Computer science; Artificial intelligence","score_opus":0.024305446799061096,"score_gpt":0.20012835251076977,"score_spread":0.17582290571170867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407578241","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":[0.00019387364,0.0031701357,0.00058164506,0.0004007896,0.0009809826,0.00019719721,0.00039585514,0.000056038243,0.9940235],"genre_scores_gemma":[0.016829222,0.00029512285,0.000645532,0.0003929513,0.00025860828,0.00000778574,0.00008597596,0.000041065512,0.98144376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984606,0.0000076275264,0.000755798,0.00047658314,0.00008215294,0.00021727137],"domain_scores_gemma":[0.9987358,0.00006590257,0.000624328,0.0003864229,0.00010974681,0.00007782912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005088279,0.00024239221,0.00059590803,0.00046323147,0.00009089635,0.0003523391,0.00026439194,0.00055842864,0.00020239681],"category_scores_gemma":[0.00043851184,0.00030329547,0.00019273504,0.000034946166,0.00010645463,0.00037887017,0.00017720398,0.00036522676,0.000047723825],"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":[0.000018820778,0.000004612141,0.000114985516,0.00008220531,0.00004752023,0.0000015942861,0.000049185943,0.0000027927765,0.0000010732845,0.91354454,0.057737965,0.0283947],"study_design_scores_gemma":[0.00016492036,0.00003177141,0.00080227636,0.00015902158,0.000012673691,0.0000014265221,0.0000034898853,0.000030125368,0.000008339085,0.28726086,0.7113221,0.00020298353],"about_ca_topic_score_codex":0.000191289,"about_ca_topic_score_gemma":0.00005804086,"teacher_disagreement_score":0.6535841,"about_ca_system_score_codex":0.00012524094,"about_ca_system_score_gemma":0.00009238536,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W4407578251","doi":"10.4337/9781035326570.00033","title":"Driven by technology: the rise and protracted decline of US–Canada North American defense organization","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":0.00644203651302748,"score_gpt":0.2139524089948951,"score_spread":0.2075103724818676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407578251","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":[0.03000782,0.0007953751,0.000052847998,0.07356246,0.0006327096,0.0019084585,0.003104883,0.0002643764,0.8896711],"genre_scores_gemma":[0.21435046,0.0002717367,0.0001872378,0.004585316,0.00052564626,0.000030760915,0.00010226371,0.000086783984,0.7798598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984344,0.000057814126,0.0003324495,0.0003342107,0.0005199447,0.00032116682],"domain_scores_gemma":[0.9983012,0.00018321362,0.00060651614,0.00036033327,0.000402001,0.00014673614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029088557,0.00021846019,0.0003446759,0.00015682816,0.00045738573,0.0003589959,0.0007121266,0.00026294007,0.000028561093],"category_scores_gemma":[0.0017292991,0.00019942733,0.000043096814,0.00025343883,0.0009490537,0.00019484623,0.00018967144,0.0006513904,0.0000011821901],"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":[0.000013166681,0.000008573599,0.009709756,0.000048557024,0.00013091303,0.000013735168,0.0014971952,0.0000015396276,0.000007779326,0.14212915,0.7909211,0.055518575],"study_design_scores_gemma":[0.000101573154,0.000015622856,0.0020788468,0.00007504697,0.000045840578,0.0000013819327,0.00007895905,0.0000026244195,0.000023197626,0.0014745693,0.99590194,0.00020036999],"about_ca_topic_score_codex":0.8192182,"about_ca_topic_score_gemma":0.9875177,"teacher_disagreement_score":0.20498091,"about_ca_system_score_codex":0.000319548,"about_ca_system_score_gemma":0.0031905673,"threshold_uncertainty_score":0.81324106},"labels":[],"label_agreement":null},{"id":"W4407578409","doi":"10.4337/9781035302093.00022","title":"The political economy of racialized health inequities: a panoramic view","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Health Workforce Issues","field":"Health Professions","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":"Politics; Sociology; Political economy; Political science; Law","score_opus":0.047060252080494046,"score_gpt":0.3881210028811472,"score_spread":0.3410607508006532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407578409","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":[0.000008122801,0.0049158623,0.00006469923,0.03611462,0.0034742649,0.0029411197,0.0002985894,0.00036318807,0.95181954],"genre_scores_gemma":[0.0016141365,0.00038185692,0.0003885128,0.038510557,0.0019253553,0.00032091019,0.00026169908,0.00018642764,0.9564105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917706,0.0009011374,0.0034140428,0.00082753197,0.0007345567,0.0023521148],"domain_scores_gemma":[0.99096227,0.0035623123,0.00219525,0.001606236,0.00092830166,0.0007456121],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0037510437,0.0007609447,0.002103856,0.00038836946,0.0020841463,0.0003808154,0.0016366267,0.0014499398,0.0005749611],"category_scores_gemma":[0.0013310508,0.0006081364,0.00045759996,0.00008020487,0.0005390506,0.0003601681,0.001049985,0.0038089533,0.0002274981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062383,0.000007373861,0.000022731769,0.0021272497,0.00010120871,0.000002974391,0.0007219418,8.5524654e-8,9.990671e-8,0.71325326,0.26879355,0.014907172],"study_design_scores_gemma":[0.00052266486,0.000083063285,0.0000055913465,0.0055912538,0.000047702102,0.0000017589448,0.0010309984,0.000008482301,9.440764e-7,0.27920702,0.71321404,0.00028646764],"about_ca_topic_score_codex":0.0022883061,"about_ca_topic_score_gemma":0.0018696064,"teacher_disagreement_score":0.44442052,"about_ca_system_score_codex":0.0020548168,"about_ca_system_score_gemma":0.010118588,"threshold_uncertainty_score":0.9998464},"labels":[],"label_agreement":null},{"id":"W4407578419","doi":"10.4337/9781803922461.00030","title":"The political future of the EEA","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Law Studies","field":"Social Sciences","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; Political science; Law","score_opus":0.01861354874663955,"score_gpt":0.2637407180936745,"score_spread":0.24512716934703493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407578419","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":[0.000006549224,0.00059861457,0.0000026589269,0.02730914,0.0038024983,0.00019335597,0.000052389427,0.000052704014,0.9679821],"genre_scores_gemma":[0.006309413,0.000116289615,0.000022252361,0.0018794201,0.0030955072,0.000004556625,0.0000039369743,0.00002192717,0.98854667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981037,0.00013403223,0.00031861928,0.00022777545,0.00087302143,0.00034287342],"domain_scores_gemma":[0.99840355,0.00048872904,0.000211397,0.00038100156,0.00043560832,0.00007969227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081539666,0.00017968149,0.00021063333,0.000050429317,0.0011185779,0.00076773117,0.0012480877,0.00022894506,0.0000709439],"category_scores_gemma":[0.0009107456,0.00010354061,0.00029075088,0.00002394769,0.0009434581,0.00015123983,0.00046522563,0.00073624216,0.000020142545],"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":[0.0000035733472,0.0000019586005,0.000014253148,0.000007713989,0.00006787016,0.0000011659491,0.00050564046,2.4222178e-8,3.2806872e-7,0.8091889,0.18508056,0.0051279906],"study_design_scores_gemma":[0.00004755406,0.000006648129,0.00007063332,0.0001273546,0.000026496024,4.65638e-7,0.0005790667,2.8957825e-7,0.0000068266413,0.10491983,0.8941175,0.000097387245],"about_ca_topic_score_codex":0.00048134485,"about_ca_topic_score_gemma":0.0031838478,"teacher_disagreement_score":0.7090369,"about_ca_system_score_codex":0.00015806875,"about_ca_system_score_gemma":0.00051363587,"threshold_uncertainty_score":0.860331},"labels":[],"label_agreement":null},{"id":"W4407939588","doi":"10.4337/9781800886933.indirect.infringement","title":"Indirect Infringement: Canada and the United States","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Political science; Business","score_opus":0.013714832794188277,"score_gpt":0.22485232600762936,"score_spread":0.21113749321344108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407939588","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":[0.00011750133,0.0004095335,0.000002902814,0.020441504,0.000575401,0.00034925027,0.00043168556,0.00005799726,0.9776142],"genre_scores_gemma":[0.0015484884,0.00033070726,0.000016686296,0.016280435,0.0006146896,0.000017208327,0.00006496532,0.000027172497,0.98109967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981658,0.00011151135,0.00028278137,0.0003209177,0.000668409,0.00045059365],"domain_scores_gemma":[0.9983802,0.0006622935,0.00026955543,0.00031325937,0.00015078892,0.0002239181],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010801491,0.0002497213,0.0003303506,0.00020477401,0.00081059296,0.0015548803,0.0006872935,0.00026727832,0.00011024314],"category_scores_gemma":[0.00075292046,0.00021310363,0.00007743239,0.00007200304,0.0006080559,0.00022339754,0.00019921835,0.0007425392,0.0000029474054],"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":[0.00000964107,4.6499233e-7,0.000009641929,0.000016799639,0.00006289311,0.0000089667,0.003083037,0.0000011673228,1.0835541e-8,0.47767743,0.51291865,0.0062113185],"study_design_scores_gemma":[0.00030729052,0.000003771162,0.000041240346,0.00016643733,0.000044272416,6.9240855e-7,0.00015860923,0.000006196022,0.0000011213936,0.031576153,0.9674655,0.0002286745],"about_ca_topic_score_codex":0.99454045,"about_ca_topic_score_gemma":0.9980621,"teacher_disagreement_score":0.4545469,"about_ca_system_score_codex":0.0006140288,"about_ca_system_score_gemma":0.003510782,"threshold_uncertainty_score":0.9994816},"labels":[],"label_agreement":null},{"id":"W4408184138","doi":"10.4337/9781800884007.00027","title":"In search of real and principled multiculturalism: Paul Gilroy, anti-racism and the politics of recognition","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","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":"Multiculturalism; Politics; Racism; Sociology; Art history; Gender studies; Art; Political science; Law","score_opus":0.037632080164868555,"score_gpt":0.23159190489195844,"score_spread":0.1939598247270899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408184138","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":[0.011152561,0.00031946567,0.0000031497862,0.0013299581,0.00038496722,0.00042213546,0.0004903136,0.000029004463,0.98586845],"genre_scores_gemma":[0.23609339,0.00014747556,0.000080671365,0.00032965993,0.0004253378,0.000012398091,0.00012328498,0.000029922667,0.76275784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984179,0.00008972728,0.00064097234,0.0002846314,0.0003179272,0.00024881202],"domain_scores_gemma":[0.99866134,0.0004711693,0.00021481013,0.000224356,0.00033438893,0.00009394039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005026385,0.00024611488,0.0006229281,0.00020348535,0.00016075787,0.00029815215,0.00021906372,0.00024926837,0.00006533057],"category_scores_gemma":[0.00019999908,0.0001681989,0.00011704616,0.000011642448,0.0010918449,0.00032173676,0.00022069235,0.00062102603,0.0000017785738],"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":[0.000041249474,0.000014280485,0.0000074134564,0.0003534374,0.000060408387,0.000008321495,0.011534458,1.16146566e-7,0.0000033732717,0.98329276,0.001796344,0.0028878474],"study_design_scores_gemma":[0.0026325022,0.0001441395,0.00015377405,0.0012978922,0.00022488824,0.000010134624,0.0014689544,0.00042443516,0.00003495534,0.26947063,0.72350967,0.0006280316],"about_ca_topic_score_codex":0.003155616,"about_ca_topic_score_gemma":0.00082848646,"teacher_disagreement_score":0.7217133,"about_ca_system_score_codex":0.00006488363,"about_ca_system_score_gemma":0.000110481495,"threshold_uncertainty_score":0.6858952},"labels":[],"label_agreement":null},{"id":"W4408184160","doi":"10.4337/9781800884007.00020","title":"Muslims and multiculturalism","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Education and Islamic Studies","field":"Social Sciences","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":"Multiculturalism; Sociology; Political science; Law","score_opus":0.030923011263573042,"score_gpt":0.2904481460120265,"score_spread":0.25952513474845346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408184160","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":[0.00012087013,0.000708884,0.0000029309142,0.009431771,0.0024532164,0.00031336912,0.000020256577,0.00021191975,0.9867368],"genre_scores_gemma":[0.0045985887,0.0003743988,0.00029390925,0.0018285789,0.0013275548,0.000018261962,0.000025793568,0.0000240109,0.9915089],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984582,0.0000600605,0.00027816845,0.00042425474,0.000451488,0.00032784368],"domain_scores_gemma":[0.9988269,0.00029493985,0.00017513146,0.00024094497,0.00032690377,0.00013518553],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00065679016,0.00026344278,0.0003322952,0.000183015,0.00077023753,0.001449415,0.00038968708,0.00047109218,0.00024164027],"category_scores_gemma":[0.0009902548,0.00024219087,0.00011673476,0.000026587442,0.00047013274,0.00037636454,0.00020682497,0.00056715874,0.00003563481],"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":[0.0000020767147,0.000003905334,0.000015083641,0.00003114691,0.00008025582,0.0000027925028,0.06901619,2.3101151e-8,0.0000014431736,0.6083741,0.28953087,0.032942105],"study_design_scores_gemma":[0.00013004498,0.000006608594,0.00004188512,0.00019653777,0.000047198333,7.116977e-7,0.007357546,8.3155334e-7,0.0000020654447,0.014684192,0.9772594,0.000272989],"about_ca_topic_score_codex":0.0013409281,"about_ca_topic_score_gemma":0.0021827046,"teacher_disagreement_score":0.6877285,"about_ca_system_score_codex":0.00017963845,"about_ca_system_score_gemma":0.00037960167,"threshold_uncertainty_score":0.9995872},"labels":[],"label_agreement":null},{"id":"W4408223599","doi":"10.4337/9781035320547.00021","title":"Municipal governance of the sharing economy sectors: global insights","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sharing Economy and Platforms","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; Business; Economic system; Economic geography; Economy; Geography; Economics; Finance","score_opus":0.018586401949766573,"score_gpt":0.19880227543723983,"score_spread":0.18021587348747325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408223599","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":[0.0029653052,0.0003023194,0.000015239639,0.00030300836,0.002484281,0.0003881113,0.00004236278,0.00016795135,0.99333143],"genre_scores_gemma":[0.21161518,0.000015937067,0.00010048145,0.005182265,0.00567274,0.000040433697,0.00014981379,0.00013068606,0.77709246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979261,0.000003925536,0.00070145563,0.00066273374,0.0003065633,0.00039917842],"domain_scores_gemma":[0.9975196,0.00007507162,0.0010916118,0.0010863867,0.00020192226,0.000025392217],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040538464,0.0005067602,0.00060155726,0.00016388923,0.00028663912,0.0023044108,0.0022178956,0.0005339844,0.00036628684],"category_scores_gemma":[0.00020457403,0.00041133226,0.000428343,0.00008573857,0.0001291433,0.002677992,0.0018535239,0.00085786026,0.0000876847],"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":[0.00002069165,0.000008584005,0.0016544155,0.00041943957,0.00018259966,0.000004465849,0.00007645937,0.000024334782,6.411852e-7,0.96750087,0.023877097,0.0062303767],"study_design_scores_gemma":[0.00026222807,0.0000033637673,0.00060934736,0.00082820415,0.00009259085,0.0000017213429,0.000013785384,0.00026989335,0.000009269347,0.19199184,0.80553997,0.0003777969],"about_ca_topic_score_codex":0.0017320989,"about_ca_topic_score_gemma":0.0019334088,"teacher_disagreement_score":0.7816629,"about_ca_system_score_codex":0.00024511476,"about_ca_system_score_gemma":0.00015624605,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W4408223660","doi":"10.4337/9781803922218.00024","title":"Entrepreneurial learning through mentoring","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Mentoring and Academic Development","field":"Psychology","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":"Psychology; Business","score_opus":0.032326422926640876,"score_gpt":0.28572525070983457,"score_spread":0.25339882778319367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408223660","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":[0.00005835029,0.0007376351,0.00023514773,0.0004293237,0.033470087,0.00039973942,0.000016020676,0.0007228571,0.96393085],"genre_scores_gemma":[0.0007601193,0.00004710117,0.0006544794,0.00048176886,0.0047357804,0.000085526386,0.00014029835,0.00015049211,0.9929444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956163,0.00012987763,0.0009485494,0.0013473056,0.00089695037,0.0010609812],"domain_scores_gemma":[0.9977493,0.00042832087,0.0005861725,0.00083385786,0.00014916596,0.00025316316],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012676384,0.0007544467,0.0007712782,0.00036212296,0.00036321272,0.0010359493,0.0011008844,0.0013270273,0.002991946],"category_scores_gemma":[0.00051725894,0.00080641237,0.00032764187,0.00004277615,0.00009043085,0.00036073488,0.000693119,0.0033378748,0.0006475042],"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":[0.00007318998,0.000020182264,0.00009438483,0.00010854544,0.00077829906,0.000113787915,0.010233282,0.0000048627685,0.000025610996,0.3693968,0.4968997,0.12225133],"study_design_scores_gemma":[0.0007224889,0.00004295803,0.000013942031,0.00075896224,0.0001262149,0.00001140939,0.00019022443,0.0000013597358,0.000080536236,0.010962056,0.986393,0.0006968946],"about_ca_topic_score_codex":0.00018891318,"about_ca_topic_score_gemma":0.000004620009,"teacher_disagreement_score":0.48949325,"about_ca_system_score_codex":0.00045980487,"about_ca_system_score_gemma":0.0003058631,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W4408223743","doi":"10.4337/9781800880641.00028","title":"Environmental issues, climate change, and progressive politics","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","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":"Politics; Climate change; Political science; Environmental ethics; Environmental planning; Geography; Geology; Oceanography; Philosophy; Law","score_opus":0.019842913980311468,"score_gpt":0.2307472806433284,"score_spread":0.21090436666301693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408223743","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":[0.004443847,0.0026730646,0.000001912444,0.0018013559,0.0005640641,0.0010659212,0.00062405673,0.00018888137,0.9886369],"genre_scores_gemma":[0.014231516,0.0015135979,0.00057559635,0.003291148,0.0012843002,0.00023410225,0.0002343903,0.00017480366,0.97846055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996966,0.000043232605,0.0004284385,0.0009866438,0.00074020063,0.0008354667],"domain_scores_gemma":[0.9985666,0.000093320894,0.00036501815,0.0006891244,0.000016660082,0.0002692327],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042096726,0.0005897526,0.0005029083,0.00009473356,0.00039134588,0.00072438666,0.000618159,0.0006430892,0.002071902],"category_scores_gemma":[0.00010990195,0.0006058237,0.0001531363,0.000025700669,0.0007504353,0.0008424472,0.0018183814,0.0008246553,0.00017217119],"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":[0.00017015448,0.00024726352,0.0079341065,0.0017752412,0.0003352811,0.00092106697,0.024536848,0.0000036981598,0.00007618858,0.34249145,0.21842381,0.40308487],"study_design_scores_gemma":[0.00032543147,0.00008695958,0.0015097891,0.00036666397,0.00009164735,0.000030276478,0.00056100247,0.000020431899,0.000047373665,0.02323459,0.9730104,0.0007154284],"about_ca_topic_score_codex":0.00019057437,"about_ca_topic_score_gemma":0.000101249425,"teacher_disagreement_score":0.7545866,"about_ca_system_score_codex":0.0008559799,"about_ca_system_score_gemma":0.000035876,"threshold_uncertainty_score":0.99963933},"labels":[],"label_agreement":null},{"id":"W4408224691","doi":"10.4337/9781035320547.00017","title":"Assessing sharing of household goods: tool and toy sharing in Melbourne and Toronto","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sharing Economy and Platforms","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":"Sharing economy; Business; Regional science; Geography; Computer science; World Wide Web","score_opus":0.037715462551393734,"score_gpt":0.23303706766897694,"score_spread":0.1953216051175832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408224691","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":[0.037710074,0.0011308067,0.000051069568,0.00012295844,0.0006829226,0.00039871797,0.000013182904,0.00019658037,0.9596937],"genre_scores_gemma":[0.711545,0.00022466539,0.0014729749,0.0025399462,0.0037317136,0.00006371475,0.00022265028,0.00036394957,0.2798354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753267,0.0000033495478,0.0008280015,0.00088871125,0.00028741037,0.00045985923],"domain_scores_gemma":[0.9985961,0.00012607215,0.00061632716,0.0005343414,0.00009228237,0.000034914465],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013616069,0.0005093743,0.0008015475,0.00055970816,0.00019848002,0.006345842,0.00065914943,0.0005417374,0.00011813462],"category_scores_gemma":[0.0002293986,0.00053235306,0.00012129368,0.000047792866,0.00008441799,0.0083281575,0.0016037938,0.00077017763,0.0000031162053],"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":[0.00006670053,0.000029628729,0.032191165,0.0031392276,0.00028692678,0.000055186243,0.0005273164,0.000018280582,0.000037665326,0.78998166,0.0045186426,0.16914761],"study_design_scores_gemma":[0.0037092061,0.00004529352,0.025922742,0.01420138,0.000632789,0.00003551285,0.0010032457,0.0046269787,0.000082711704,0.32292095,0.62308234,0.0037368264],"about_ca_topic_score_codex":0.004434762,"about_ca_topic_score_gemma":0.0035900148,"teacher_disagreement_score":0.67985827,"about_ca_system_score_codex":0.00015823885,"about_ca_system_score_gemma":0.00007258838,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W4408305253","doi":"10.4337/9781035325757.00026","title":"Five actions to close the gap between marine spatial planning research and practice","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Coastal and Marine Management","field":"Environmental Science","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":"Dalhousie University; University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Marine spatial planning; Geography; Environmental planning","score_opus":0.07947009541947267,"score_gpt":0.32966463469453633,"score_spread":0.25019453927506363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408305253","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":[0.000102204016,0.00001486001,0.00032170667,0.01197586,0.00035769062,0.0008338789,0.000044230317,0.000085212145,0.98626435],"genre_scores_gemma":[0.006139373,0.000013895174,0.0008304793,0.0011303566,0.00069679844,0.00006552136,0.00006889704,0.000043940625,0.9910107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972527,0.00012362571,0.00031928133,0.00072908937,0.0010837046,0.0004915932],"domain_scores_gemma":[0.9976794,0.0012135915,0.00014369676,0.0006640821,0.000078430356,0.00022079785],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002351531,0.00030445575,0.0002700766,0.00023162861,0.0006878713,0.0015701944,0.00086383463,0.00020805177,0.00064316776],"category_scores_gemma":[0.0010898855,0.00024699568,0.00007299643,0.00008470433,0.00026937496,0.0005396699,0.01761011,0.001481903,0.00020416293],"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":[0.00007734917,0.000015030045,0.00015436266,0.000032303105,0.00011567135,0.00004332497,0.0010112128,0.00001655725,0.00000767381,0.030892683,0.43085772,0.5367761],"study_design_scores_gemma":[0.00013697363,0.000116810166,0.0011799912,0.0000917467,0.0000728273,0.00000725055,0.0002405563,0.000009985115,0.000006678681,0.045171686,0.95271856,0.00024692557],"about_ca_topic_score_codex":0.008024077,"about_ca_topic_score_gemma":0.0025982943,"teacher_disagreement_score":0.5365292,"about_ca_system_score_codex":0.00032412724,"about_ca_system_score_gemma":0.00006017545,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4408399244","doi":"10.4337/9781035311385.00037","title":"Towards an education system for the common good: desegregating Quebec's schools in a market context","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Educational Policies and Reforms","field":"Social Sciences","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":"Context (archaeology); Political science; Geography; Archaeology","score_opus":0.02184982280804133,"score_gpt":0.30492774411420387,"score_spread":0.28307792130616255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408399244","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":[0.00020077739,0.00080636574,0.000037628444,0.010301994,0.004031961,0.0016810325,0.00010434503,0.00014453848,0.98269135],"genre_scores_gemma":[0.07182495,0.000028638047,0.00032802665,0.0018074185,0.002689656,0.00033291732,0.00013067918,0.000052879164,0.92280483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751025,0.0001587276,0.00061591074,0.00046286325,0.00069691014,0.0005553087],"domain_scores_gemma":[0.99774903,0.00046379713,0.00046215343,0.00052238273,0.0005722999,0.00023034199],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026775983,0.00034492684,0.00045743244,0.00027119138,0.0010708097,0.0028595796,0.0012881288,0.0006445783,0.0000549341],"category_scores_gemma":[0.0009713922,0.00025111594,0.00024315769,0.0000858473,0.0002323856,0.00087118667,0.00015756977,0.0008871929,0.000009141381],"study_design_candidate":"not_applicable","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":[0.00001655788,0.000015663994,0.000042869655,0.000110603316,0.000042450054,4.551264e-7,0.0035545824,0.0000017118649,2.877384e-7,0.68346983,0.10877845,0.20396654],"study_design_scores_gemma":[0.00019341886,0.000022329108,0.0002519746,0.0011882348,0.000051988554,0.0000020183138,0.028204354,0.000043443335,0.0000025448828,0.028926134,0.94080436,0.00030921938],"about_ca_topic_score_codex":0.2681305,"about_ca_topic_score_gemma":0.29177165,"teacher_disagreement_score":0.8320259,"about_ca_system_score_codex":0.001962379,"about_ca_system_score_gemma":0.0069067935,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W4408399316","doi":"10.4337/9781035311385.00020","title":"The evolution of private schools in Québec: an atypical school market in the Canadian federation","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Educational Practices and Policies","field":"Social Sciences","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":"Political science","score_opus":0.023903883380796888,"score_gpt":0.29962577677618374,"score_spread":0.27572189339538683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408399316","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":[0.0010142173,0.00033027117,0.0000029180312,0.04768826,0.00054366014,0.0005269897,0.00001639998,0.000016805301,0.94986045],"genre_scores_gemma":[0.37557146,0.0000944084,0.0000941807,0.0014975194,0.001176129,0.00006410416,0.00003465761,0.000022756265,0.62144476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977436,0.0005751128,0.00043926932,0.0002470573,0.00063362415,0.00036134038],"domain_scores_gemma":[0.99800724,0.00096197455,0.00027667143,0.00036613966,0.00022882698,0.0001591703],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004845305,0.00016370961,0.00018558353,0.00032354178,0.001196515,0.0028711,0.0009471169,0.00042257478,0.00019158986],"category_scores_gemma":[0.0033767566,0.00012301799,0.00007291696,0.000093311726,0.00023100842,0.0010701496,0.000051660187,0.0014380667,0.000014483159],"study_design_candidate":"not_applicable","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":[0.000026415108,0.000008614374,0.0027274021,0.000011101462,0.000016400374,0.0000013270775,0.004839875,0.0000025297952,4.6276247e-7,0.8988761,0.09049393,0.002995869],"study_design_scores_gemma":[0.0000825593,0.00001479177,0.011364196,0.00014773961,0.000014528584,6.1574053e-7,0.0032596567,0.00001718046,3.0975576e-7,0.048911233,0.93605417,0.00013299678],"about_ca_topic_score_codex":0.9340764,"about_ca_topic_score_gemma":0.99781567,"teacher_disagreement_score":0.84996486,"about_ca_system_score_codex":0.0021134473,"about_ca_system_score_gemma":0.013764206,"threshold_uncertainty_score":0.998164},"labels":[],"label_agreement":null},{"id":"W4408423370","doi":"10.4337/9781800886667.00027","title":"Practitioner identity and practitioner networks in the field of adult literacy in Canada: a dialogue","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Learning Practices","field":"Social Sciences","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":"Identity (music); Literacy; Field (mathematics); Sociology; Gender studies; Political science; Pedagogy; Art; Aesthetics","score_opus":0.01732276890088192,"score_gpt":0.31628365557910026,"score_spread":0.29896088667821835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408423370","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":[0.0010373851,0.00032120652,0.00011138293,0.031391356,0.0016368022,0.00056786166,0.000020390897,0.000029091665,0.9648845],"genre_scores_gemma":[0.6276849,0.0006155005,0.000556608,0.012594326,0.0016676657,0.00015003218,0.00014660564,0.000055641405,0.35652873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732256,0.0006201209,0.0005638548,0.00038612518,0.0007923083,0.0003150509],"domain_scores_gemma":[0.9937012,0.0047009448,0.0007457496,0.00034500164,0.00042400535,0.00008310809],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023115326,0.0002088214,0.0003288317,0.0002765913,0.00026989073,0.0013413975,0.0006050549,0.0003980082,0.0002185404],"category_scores_gemma":[0.0077832877,0.00019549925,0.00005938985,0.00015649706,0.00013643056,0.0031440074,0.00011443236,0.0018402977,0.000003163382],"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":[0.000053373442,0.000059113485,0.0076171374,0.000130467,0.000084876956,0.000061129045,0.041763466,0.00008644701,4.840864e-7,0.7295921,0.20055783,0.0199936],"study_design_scores_gemma":[0.00020479335,0.000015492653,0.004026043,0.00051475153,0.000044236724,0.0000028249037,0.0022133198,0.000021085778,8.08581e-7,0.008204029,0.98450553,0.0002470684],"about_ca_topic_score_codex":0.911942,"about_ca_topic_score_gemma":0.98222995,"teacher_disagreement_score":0.7839477,"about_ca_system_score_codex":0.00055232557,"about_ca_system_score_gemma":0.0043976726,"threshold_uncertainty_score":0.9996953},"labels":[],"label_agreement":null},{"id":"W4408423607","doi":"10.4337/9781800886667.00026","title":"Exploring community gardens as critical and complicated sites for adult education","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Sociology","score_opus":0.08363244855588012,"score_gpt":0.2581846424292389,"score_spread":0.17455219387335877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408423607","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":[0.044012856,0.0003277836,0.000004707248,0.008522874,0.0005297818,0.0010719758,0.00022711467,0.00033036622,0.9449725],"genre_scores_gemma":[0.23515747,0.00005758402,0.00038094906,0.0041598035,0.0016814268,0.000376041,0.0017831217,0.000010873739,0.7563927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836975,0.00011113858,0.00038188102,0.00050701614,0.00025409725,0.00037611622],"domain_scores_gemma":[0.9966034,0.0014363414,0.00012645285,0.00019753867,0.0014194442,0.000216822],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00050939294,0.00037214143,0.00043277605,0.00003924737,0.0008509701,0.001168886,0.0005202694,0.0004303401,0.0000964404],"category_scores_gemma":[0.002256707,0.0001717856,0.00020731738,0.00003754894,0.00019316557,0.00036526928,0.0003179874,0.0009941485,0.000009314629],"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":[0.00014022877,0.00019764429,0.00020529266,0.0006124627,0.00013396451,0.0000035905566,0.0011513203,1.03459215e-7,0.0012696238,0.3859022,0.38148656,0.228897],"study_design_scores_gemma":[0.00011980115,0.00030099446,0.0027424404,0.0003008411,0.00010963522,0.000009244705,0.0013953778,0.000003961125,0.00013604978,0.107874766,0.8864678,0.0005391009],"about_ca_topic_score_codex":0.00076970505,"about_ca_topic_score_gemma":0.0019546712,"teacher_disagreement_score":0.5049812,"about_ca_system_score_codex":0.00013388922,"about_ca_system_score_gemma":0.00009824888,"threshold_uncertainty_score":0.999868},"labels":[],"label_agreement":null},{"id":"W4408440815","doi":"10.4337/9781803926988.00010","title":"Air transport governance in Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Aviation","field":"Social Sciences","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; Business; Air transport; Environmental science; Aeronautics; Engineering; Finance","score_opus":0.010876987467124505,"score_gpt":0.2237363642374848,"score_spread":0.2128593767703603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408440815","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":[0.000138408,0.00008124111,0.00001912114,0.0033800441,0.0020126286,0.00022259,0.00015262613,0.000051231986,0.9939421],"genre_scores_gemma":[0.13933556,0.0000337591,0.000050286955,0.0012956361,0.00062188227,0.000010906085,0.00008169088,0.000021444634,0.8585488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978929,0.00003287943,0.00037326748,0.0003460729,0.0010335783,0.0003212766],"domain_scores_gemma":[0.999162,0.00012740311,0.00022882626,0.00018418135,0.00020429994,0.000093273266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053715525,0.00020307851,0.0002657218,0.0000926364,0.00019762877,0.00019366329,0.0006448078,0.0002997557,0.0003914868],"category_scores_gemma":[0.00017362226,0.00023203026,0.00010100113,0.000030453506,0.00006703701,0.00046643254,0.000038835835,0.0006523888,0.00001101253],"study_design_candidate":"not_applicable","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":[0.0000067061615,0.000002462997,0.00037406627,0.000016444843,0.0000202845,0.00003656979,0.0004878802,0.000008380291,2.2874259e-7,0.94596153,0.044527803,0.00855763],"study_design_scores_gemma":[0.00012149604,0.0000033853362,0.0014393558,0.000291809,0.000010746778,3.08554e-7,0.00005267845,0.000005073252,0.0000057303682,0.023055954,0.9747831,0.00023036901],"about_ca_topic_score_codex":0.97589636,"about_ca_topic_score_gemma":0.998683,"teacher_disagreement_score":0.9302553,"about_ca_system_score_codex":0.0026199378,"about_ca_system_score_gemma":0.008473601,"threshold_uncertainty_score":0.99714744},"labels":[],"label_agreement":null},{"id":"W4408441121","doi":"10.4337/9781800885981.00015","title":"Integrating development and research for maternal health: Mozambique-Canada Maternal Health Project","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","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":"Maternal health; Geography; Economic growth; Environmental health; Medicine; Health services; Population; Economics","score_opus":0.11010796697754732,"score_gpt":0.32309568293882646,"score_spread":0.21298771596127913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408441121","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":[0.0037256267,0.0074606608,0.0019874172,0.013905517,0.0027755178,0.0033604729,0.0024182426,0.00020426283,0.9641623],"genre_scores_gemma":[0.0048132846,0.00023460377,0.010152,0.0020692586,0.0006606747,0.00016283387,0.00016882365,0.00015566149,0.9815829],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959628,0.00008661379,0.0016042247,0.0009187698,0.00030217713,0.0011254007],"domain_scores_gemma":[0.99763745,0.0004084518,0.00092364656,0.00045410378,0.00021312728,0.00036322564],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0056218435,0.0005014552,0.0011316414,0.0012858001,0.0008579197,0.0021728096,0.00070917816,0.00039314732,0.00006478689],"category_scores_gemma":[0.0006802045,0.0005137861,0.00014127347,0.0000701162,0.000110998626,0.00036014177,0.0003960236,0.001378494,0.000015852622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015686752,0.000014460405,0.00083119137,0.0015922236,0.000277821,0.000018265875,0.002817984,5.196026e-7,9.704477e-7,0.37630123,0.44679278,0.17119569],"study_design_scores_gemma":[0.00045160635,0.00016763959,0.00037040137,0.001241678,0.0000032460239,0.000017834993,0.00014129662,0.00006037094,0.000050747654,0.014400685,0.98264384,0.00045062424],"about_ca_topic_score_codex":0.19626625,"about_ca_topic_score_gemma":0.16556007,"teacher_disagreement_score":0.5358511,"about_ca_system_score_codex":0.0018707521,"about_ca_system_score_gemma":0.0069042686,"threshold_uncertainty_score":0.99973136},"labels":[],"label_agreement":null},{"id":"W4408441188","doi":"10.4337/9781788111386.00011","title":"The International Court of Justice and the individual","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"International court; Economic Justice; Criminology; Political science; Law; Psychology; International law; Public international law","score_opus":0.026330043241454923,"score_gpt":0.2702737991872534,"score_spread":0.24394375594579848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408441188","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":[0.000055963552,0.00020309201,0.000019485786,0.0102973,0.00293207,0.00024879878,0.000073983196,0.00003569888,0.98613364],"genre_scores_gemma":[0.01712028,0.00007552248,0.00006034317,0.0008789552,0.0016906207,0.000011758671,0.000028048775,0.00001491466,0.9801196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799335,0.000083537016,0.00034284618,0.00022252556,0.0011669334,0.00019081253],"domain_scores_gemma":[0.9974164,0.0014539596,0.00033626662,0.00021837458,0.00052156457,0.00005347668],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025226464,0.000159015,0.00020568245,0.00010462766,0.001194645,0.002149729,0.0015784182,0.00024236889,0.00015924948],"category_scores_gemma":[0.0007051756,0.00009423936,0.00013701397,0.000008330837,0.0013700293,0.0002674586,0.00033614016,0.0005964941,0.000008386168],"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":[0.000033861117,0.0000022694653,0.0000011617193,0.000010922749,0.0001844326,0.0000020631755,0.0026451151,1.7996204e-7,1.1548084e-7,0.9159158,0.077646784,0.0035573104],"study_design_scores_gemma":[0.00020275963,0.0000040652453,0.000010149565,0.00006903935,0.00010937248,8.7952725e-7,0.00010434677,0.000004592025,0.0000014489034,0.38882476,0.6106015,0.0000671285],"about_ca_topic_score_codex":0.00065996667,"about_ca_topic_score_gemma":0.003019484,"teacher_disagreement_score":0.5329547,"about_ca_system_score_codex":0.00008896676,"about_ca_system_score_gemma":0.0005369055,"threshold_uncertainty_score":0.9988861},"labels":[],"label_agreement":null},{"id":"W4408441256","doi":"10.4337/9781800885981.00012","title":"Healthy communities are sustainable communities: the North American perspective","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public Health Policies and Education","field":"Health Professions","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":"Perspective (graphical); Geography; Environmental ethics; Sociology; Environmental planning; Art; Philosophy; Visual arts","score_opus":0.05741370949954838,"score_gpt":0.37965559966992163,"score_spread":0.32224189017037325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408441256","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":[0.0015598312,0.00054445065,0.000033064585,0.07001892,0.002785884,0.0023931353,0.00038266092,0.0005121354,0.9217699],"genre_scores_gemma":[0.02465717,0.00041369765,0.00008215271,0.06061773,0.0032143628,0.0007366891,0.0005992632,0.0001901986,0.90948874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993366,0.0017263823,0.0015136326,0.00042475195,0.00082684594,0.0021423963],"domain_scores_gemma":[0.9873096,0.004337408,0.0021600134,0.0025211838,0.003150897,0.00052091083],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003540943,0.00077777356,0.0012409178,0.00085496774,0.008496683,0.000897226,0.0025143682,0.000705899,0.00046429623],"category_scores_gemma":[0.0009787956,0.000636818,0.00029478307,0.00023743535,0.0010918365,0.0007232484,0.0016212522,0.008963693,0.00012955217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00004864079,0.000021215192,0.0013944659,0.0007376413,0.00012470147,0.000002880867,0.08787178,0.0000018768077,4.9830913e-9,0.38141885,0.526886,0.001491965],"study_design_scores_gemma":[0.00022533932,0.000091004535,0.0016896154,0.00053135667,0.000049301,0.0000018513667,0.37672207,0.00001320027,1.788242e-8,0.0058879843,0.6144551,0.00033316534],"about_ca_topic_score_codex":0.37070578,"about_ca_topic_score_gemma":0.2207079,"teacher_disagreement_score":0.37553087,"about_ca_system_score_codex":0.0046421736,"about_ca_system_score_gemma":0.008856142,"threshold_uncertainty_score":0.99960834},"labels":[],"label_agreement":null},{"id":"W4409529549","doi":"10.4337/9781803928050.00020","title":"Self-organising maps for exploring the change in Portuguese communities in Toronto","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Portuguese; Geography; Cartography; Linguistics; Philosophy","score_opus":0.11651485067026825,"score_gpt":0.34864259184749363,"score_spread":0.2321277411772254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409529549","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":[0.0005711039,0.0024318204,0.000012282443,0.0019976073,0.0051828907,0.0041150237,0.00014284055,0.00022583234,0.9853206],"genre_scores_gemma":[0.03106494,0.0055269348,0.0021061944,0.017666232,0.008566138,0.01329416,0.0010457218,0.00065136724,0.92007834],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634314,0.00033004754,0.0010635965,0.00040832453,0.00027104578,0.0015838532],"domain_scores_gemma":[0.99638635,0.0019636615,0.00043745007,0.0007833538,0.00034517425,0.00008398498],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003979856,0.00047851232,0.00088177714,0.00032454278,0.002793554,0.00014819583,0.0009273865,0.00080489623,0.00024676148],"category_scores_gemma":[0.00033634406,0.0004079141,0.00016367386,0.000037310176,0.00007877226,0.0006980616,0.0013168425,0.0025111057,0.000022328893],"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":[0.000108451255,0.000045921366,0.00183389,0.0019372691,0.0002317397,0.000038237406,0.53880996,5.397027e-7,4.4131363e-7,0.3895198,0.036744382,0.030729387],"study_design_scores_gemma":[0.0007639399,0.00007879591,0.0007165873,0.0015119211,0.000051181054,0.0000016088411,0.07181434,0.000016787275,5.6476114e-7,0.0067633935,0.9178481,0.00043279532],"about_ca_topic_score_codex":0.08700712,"about_ca_topic_score_gemma":0.8025176,"teacher_disagreement_score":0.8811037,"about_ca_system_score_codex":0.0037105852,"about_ca_system_score_gemma":0.0008306183,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W4409990472","doi":"10.4337/9781803927831.fm7","title":"Contributors","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global Education and Multiculturalism","field":"Social Sciences","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":"University of Alberta; Lehigh University; Bar-Ilan University; University of Rochester; University of Southern California","keywords":"Computer science","score_opus":0.02494978068113898,"score_gpt":0.2964093775276462,"score_spread":0.2714595968465072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409990472","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":[0.000018478819,0.00029788457,0.000006267119,0.008552313,0.006720258,0.0004550362,0.00008058655,0.00039632648,0.9834728],"genre_scores_gemma":[0.0032526413,0.000055751207,0.00018128248,0.0029877578,0.0015579737,0.000018016795,0.00012533723,0.000026573205,0.99179465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786186,0.00008160167,0.00037034927,0.00045402427,0.0007374934,0.00049468083],"domain_scores_gemma":[0.9979272,0.00019603432,0.00026148488,0.00036159865,0.00092137995,0.00033231833],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008385664,0.00030760802,0.000379372,0.00019553406,0.00067814876,0.002301458,0.0008136486,0.0008306623,0.0009699005],"category_scores_gemma":[0.0023590627,0.00029792098,0.00025812184,0.000039950188,0.00030083733,0.000489164,0.00014459227,0.0007612452,0.00022478004],"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":[0.0000023663151,0.0000035295934,0.0000016387198,0.000008675292,0.000036695314,0.0000032000623,0.0050400784,8.101468e-8,7.027554e-7,0.53106433,0.45495602,0.008882686],"study_design_scores_gemma":[0.0001789998,0.0000060981693,0.000011088421,0.00016906479,0.000054481006,7.453519e-7,0.00080578786,5.9174477e-7,0.0000051574084,0.0116765285,0.9867688,0.00032268974],"about_ca_topic_score_codex":0.003634987,"about_ca_topic_score_gemma":0.0029646566,"teacher_disagreement_score":0.5318127,"about_ca_system_score_codex":0.0005590764,"about_ca_system_score_gemma":0.0012846224,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W4410111265","doi":"10.4337/9781035333585.00019","title":"Food insecurity among Toronto Muslim households during COVID and the role of key Muslim charitable institutions","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","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":"Food insecurity; Coronavirus disease 2019 (COVID-19); Key (lock); Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sociology; Socioeconomics; Economic growth; Geography; Economics; Food security; Medicine; Virology; Agriculture; Computer security; Computer science","score_opus":0.07792266582838375,"score_gpt":0.336540233192125,"score_spread":0.25861756736374125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410111265","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":[0.024357446,0.0025704098,0.000027182914,0.0015408368,0.0020975869,0.0028551915,0.001142183,0.0003968312,0.9650123],"genre_scores_gemma":[0.8966895,0.00061339507,0.000158792,0.0013414489,0.0010664567,0.00036077393,0.0002369443,0.00009999305,0.0994327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562716,0.0004445403,0.0015235635,0.00076389435,0.00072749495,0.0009133467],"domain_scores_gemma":[0.9958761,0.0009250834,0.0010717696,0.0011333554,0.0005494313,0.0004442821],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0022838158,0.00057602086,0.0010862416,0.00029333762,0.0041383416,0.00028067094,0.00092068705,0.0015750214,0.00038385566],"category_scores_gemma":[0.001266973,0.0005099247,0.0002948906,0.000074918906,0.0008689209,0.0012009019,0.0012535384,0.003120412,0.000016850136],"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":[0.00017936088,0.000034308683,0.0016797177,0.0016505221,0.0002637923,0.0000041507074,0.05817249,0.0000055149085,0.0000029780815,0.9318034,0.0055452054,0.0006585428],"study_design_scores_gemma":[0.0053021596,0.00021450884,0.0046955445,0.0037697582,0.0005021385,0.000006292525,0.019081462,0.0001262815,0.000011749835,0.103958756,0.8613055,0.00102586],"about_ca_topic_score_codex":0.01670735,"about_ca_topic_score_gemma":0.059438266,"teacher_disagreement_score":0.87233204,"about_ca_system_score_codex":0.0008343139,"about_ca_system_score_gemma":0.0022045223,"threshold_uncertainty_score":0.99973524},"labels":[],"label_agreement":null},{"id":"W4410111764","doi":"10.4337/9781800377721.fm4","title":"Contributors","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","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":"Joint Research Centre; Economic and Social Research Council; Leverhulme Trust; Engineering and Physical Sciences Research Council; Social Sciences and Humanities Research Council of Canada; British Academy; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Computer science","score_opus":0.018528315782602327,"score_gpt":0.22458313935931526,"score_spread":0.20605482357671293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410111764","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":[0.000030775656,0.00016835991,0.0008933011,0.000119314485,0.0053946925,0.00028954295,0.00008019438,0.0014203462,0.9916035],"genre_scores_gemma":[0.0014791676,0.000030294415,0.00015199381,0.00036846934,0.0022570258,0.000024660992,0.00030390755,0.00011950648,0.99526495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983293,0.000021903446,0.00045844557,0.00034779767,0.00050738873,0.00033520197],"domain_scores_gemma":[0.99899775,0.00007778759,0.00009512536,0.000486661,0.0001954621,0.00014721199],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048972364,0.00041820903,0.00042071697,0.000410802,0.00013224172,0.0009620131,0.0004085085,0.00074109394,0.012375049],"category_scores_gemma":[0.00013739138,0.00046899507,0.00021900199,0.000019579209,0.0000578666,0.0003800864,0.00008324346,0.0010258172,0.0035188794],"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":[0.0000029623275,0.0000018225817,0.0000016127813,0.00010075645,0.00011091254,0.000005816552,0.00018444633,0.00014741054,0.00004243601,0.014465218,0.94891495,0.03602165],"study_design_scores_gemma":[0.00026486514,0.000011518041,0.00003124953,0.00024841388,0.00006644258,0.0000023194216,0.0000090978165,0.0008047991,0.000031089236,0.006232821,0.991862,0.0004353756],"about_ca_topic_score_codex":0.0000013776643,"about_ca_topic_score_gemma":0.00003918512,"teacher_disagreement_score":0.042947054,"about_ca_system_score_codex":0.0004350928,"about_ca_system_score_gemma":0.00013556804,"threshold_uncertainty_score":0.9997762},"labels":[],"label_agreement":null},{"id":"W4410212523","doi":"10.4337/9781035337279.00007","title":"The practice of compliance and implementation in multilateral environmental agreements","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Environmental Law and Policies","field":"Environmental Science","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; Environmental compliance; Environmental planning; Environmental protection; Environmental science; Psychology; Social psychology","score_opus":0.010016406504990083,"score_gpt":0.2602109413038264,"score_spread":0.2501945347988363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410212523","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":[0.0030516956,0.0001700156,0.000011059,0.0006265845,0.0002755302,0.0004635826,0.00014780536,0.000013135653,0.99524057],"genre_scores_gemma":[0.2016065,0.00023892637,0.0007422582,0.0012840875,0.00009951911,0.000042724234,0.00016350654,0.00004691878,0.79577553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825805,0.000046898414,0.0004922585,0.00035691293,0.0005833765,0.00026249356],"domain_scores_gemma":[0.99905246,0.0002440756,0.00036943032,0.00026958983,0.000006247382,0.000058180936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044938945,0.00025936443,0.00021033651,0.0000624643,0.00018321733,0.00022693486,0.00042290482,0.00015149133,0.000511688],"category_scores_gemma":[0.00003903783,0.00022322535,0.00006968669,0.000012876141,0.00040735232,0.0005774204,0.00065026124,0.0003875282,0.000052460964],"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":[0.0004794863,0.00020513289,0.020431262,0.0002040635,0.0005595591,0.000066476576,0.006171,0.00018530675,0.002938446,0.42587808,0.05677651,0.48610467],"study_design_scores_gemma":[0.00053136965,0.000055820725,0.007904032,0.00014754981,0.00003645872,0.0000097511365,0.00018384524,0.000082307764,0.00036598905,0.004312008,0.986103,0.0002678772],"about_ca_topic_score_codex":0.001377182,"about_ca_topic_score_gemma":0.0008610735,"teacher_disagreement_score":0.9293265,"about_ca_system_score_codex":0.0004011184,"about_ca_system_score_gemma":0.000015705036,"threshold_uncertainty_score":0.91028655},"labels":[],"label_agreement":null},{"id":"W4410427075","doi":"10.4337/9781035333646.fm5","title":"Contributors","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Universitas Indonesia; University of New South Wales; University of Pretoria; University College London; University of Victoria","keywords":"Political science","score_opus":0.0176076063606672,"score_gpt":0.23480751529007818,"score_spread":0.217199908929411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410427075","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":[0.000009017966,0.0007630653,0.00011562494,0.00058481656,0.0041062296,0.0010517765,0.0017526799,0.0024093213,0.98920745],"genre_scores_gemma":[0.0009926201,0.000009577474,0.0004609079,0.0013596276,0.0021745467,0.000066051456,0.0010348269,0.0006771824,0.9932247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395555,0.00011394773,0.0012469336,0.0016146624,0.0017647414,0.0013041834],"domain_scores_gemma":[0.9947115,0.0005695433,0.0009723924,0.0021092326,0.0010878791,0.000549423],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0020080563,0.0013631601,0.0015456703,0.0015083607,0.00042161983,0.0048239464,0.0023339903,0.0021682342,0.0014270653],"category_scores_gemma":[0.0020653948,0.0014525509,0.0008590901,0.00008190447,0.00036970325,0.0012006838,0.0011393034,0.0035949487,0.0057787728],"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":[0.000044139942,0.000008807825,0.00000931653,0.00007503265,0.0003874265,0.00009132038,0.00010480784,9.331141e-7,0.000026530144,0.41005218,0.5759103,0.013289215],"study_design_scores_gemma":[0.0008816093,0.000045087232,0.000013463551,0.0009254732,0.00032604675,0.000021373107,0.000011766298,0.00001392272,0.00014157004,0.05397187,0.9424126,0.0012351807],"about_ca_topic_score_codex":0.00018740019,"about_ca_topic_score_gemma":0.0002484599,"teacher_disagreement_score":0.36650234,"about_ca_system_score_codex":0.0012786264,"about_ca_system_score_gemma":0.0015486926,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W4410534138","doi":"10.4337/9781802208016.00012","title":"Social contact for daily activities during the COVID-19 pandemic in six developed countries","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"COVID-19 and Mental Health","field":"Psychology","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":"Pandemic; Coronavirus disease 2019 (COVID-19); Social contact; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Geography; Sociology; Medicine; Communication; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.09191737194617576,"score_gpt":0.38150584636428686,"score_spread":0.2895884744181111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410534138","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":[0.00657572,0.0009101383,0.00028552473,0.006816921,0.004293637,0.0032349613,0.000970943,0.000537088,0.97637504],"genre_scores_gemma":[0.07887861,0.00005496322,0.00004409128,0.014817364,0.0014833519,0.0006127541,0.00022414145,0.00014190286,0.90374285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670583,0.00017595208,0.00083106826,0.0008856294,0.00049365254,0.00090785394],"domain_scores_gemma":[0.99626714,0.0023329882,0.0005204758,0.0005489112,0.000112571564,0.00021790243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018229636,0.000611807,0.00085249165,0.0005295914,0.0009499823,0.00079852686,0.000935995,0.0010287593,0.0003667331],"category_scores_gemma":[0.00047828245,0.0005419721,0.0003034305,0.000053044638,0.00024984602,0.00038162488,0.00032750488,0.0015640318,0.000028289034],"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":[0.0029277196,0.00005199139,0.00621205,0.0026358278,0.0006051185,0.000100043835,0.03275579,0.0000011319471,0.0000221581,0.65417635,0.2815541,0.018957745],"study_design_scores_gemma":[0.0023942438,0.00007886787,0.0015620651,0.00019347997,0.000072831666,0.000023514334,0.0010388541,0.0000010827537,0.000007646986,0.008446458,0.9856395,0.0005414142],"about_ca_topic_score_codex":0.002707622,"about_ca_topic_score_gemma":0.016503304,"teacher_disagreement_score":0.70408547,"about_ca_system_score_codex":0.0032594583,"about_ca_system_score_gemma":0.0047795502,"threshold_uncertainty_score":0.99970317},"labels":[],"label_agreement":null},{"id":"W4410534762","doi":"10.4337/9781035339921.00011","title":"Charting the role of space in the social economy","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Space (punctuation); Social economy; Economics; Computer science; Market economy","score_opus":0.03109906119244631,"score_gpt":0.26237332204302144,"score_spread":0.23127426085057512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410534762","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":[0.00012210508,0.00026437335,0.0000012835995,0.02460377,0.00027890777,0.00042040017,0.000008617731,0.0000343906,0.9742662],"genre_scores_gemma":[0.02507425,0.000013479927,0.000020888365,0.00092028093,0.0013482821,0.00003059236,0.000014587481,0.000017299675,0.97256035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840236,0.00012404655,0.00041289465,0.0002599945,0.0004427715,0.00035793398],"domain_scores_gemma":[0.9989008,0.0003114559,0.0003693768,0.0002188346,0.00015860285,0.000040934574],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020918187,0.00020629803,0.00029476857,0.00009365687,0.0008559727,0.001237613,0.0011212677,0.0004338046,0.00023471705],"category_scores_gemma":[0.00029512736,0.00013238292,0.00017185064,0.000060537557,0.00033692256,0.00029157198,0.00021552123,0.0009991622,0.000008659552],"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":[0.000003805517,0.0000033490976,0.000057373796,0.000009300508,0.000034408946,0.000001743729,0.031678993,2.2534441e-7,8.152973e-7,0.6608691,0.2607558,0.046585083],"study_design_scores_gemma":[0.00007139643,0.0000050607664,0.00005327245,0.00009017074,0.000018821844,3.598749e-7,0.014033585,0.0000017569615,0.000013484701,0.04070333,0.9448582,0.00015056314],"about_ca_topic_score_codex":0.003456266,"about_ca_topic_score_gemma":0.0060652555,"teacher_disagreement_score":0.6841024,"about_ca_system_score_codex":0.00025202948,"about_ca_system_score_gemma":0.00068116386,"threshold_uncertainty_score":0.9997992},"labels":[],"label_agreement":null},{"id":"W4410551115","doi":"10.4337/9781802208016.fm4","title":"Contributors","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Transportation Planning and Optimization","field":"Social Sciences","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":"Dalhousie University","keywords":"Geography","score_opus":0.017827530255103863,"score_gpt":0.25929991360324595,"score_spread":0.24147238334814208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410551115","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":[0.0000053048434,0.0001825072,0.0012681613,0.0015784649,0.0019686336,0.00029938103,0.00012353537,0.0005463429,0.9940277],"genre_scores_gemma":[0.0021913128,0.000045565008,0.0006448792,0.00070353394,0.00080395263,0.00001126994,0.00044448135,0.000037155416,0.99511784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981332,0.000057735622,0.0003800661,0.00039467827,0.0006768576,0.00035748922],"domain_scores_gemma":[0.9986259,0.00024426452,0.00026816133,0.00026141203,0.00042472855,0.00017558735],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00092652824,0.00024757642,0.00032520053,0.00030206752,0.00063281704,0.0013862195,0.000495574,0.0007806241,0.00045969005],"category_scores_gemma":[0.0005476731,0.0002771273,0.00017282389,0.00004229868,0.00018490899,0.00048894685,0.000029025974,0.0006650187,0.000054216795],"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":[0.000009074578,0.0000031978318,0.00005592898,0.0000190777,0.000055465633,0.0000115083085,0.0025852479,0.000024021643,2.6022144e-7,0.7928254,0.19119853,0.013212278],"study_design_scores_gemma":[0.00018629144,0.00000892527,0.000035827652,0.00023078981,0.000062728104,2.4587544e-7,0.00012954745,0.000008287328,0.0000029999596,0.014846152,0.9842117,0.0002765005],"about_ca_topic_score_codex":0.0007179116,"about_ca_topic_score_gemma":0.0015113237,"teacher_disagreement_score":0.79301316,"about_ca_system_score_codex":0.00019732848,"about_ca_system_score_gemma":0.0009737162,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W4411598766","doi":"10.4337/9781035301904.00025","title":"Genocide, femicide, and feminicide as concepts and frames in Canada and Mexico: extending transnational dialogues on colonialism, the state, and gendered violence against Indigenous women and girls","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Gender, Security, and Conflict","field":"Social Sciences","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":"Femicide; Genocide; Indigenous; Colonialism; State (computer science); Political science; Criminology; Gender violence; Gender studies; Sociology; Domestic violence; Poison control; Suicide prevention; Law; Medical emergency; Medicine; Computer science","score_opus":0.020105386170677902,"score_gpt":0.2602906180291782,"score_spread":0.2401852318585003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411598766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8555227,0.0062068542,0.0000064056585,0.0014952476,0.000461841,0.0010572236,0.00029799243,0.000046394878,0.13490537],"genre_scores_gemma":[0.9778104,0.004073144,0.00004924016,0.0026747757,0.00015457343,0.000056802848,0.000035689594,0.000038777092,0.01510662],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971961,0.00021076798,0.00048313773,0.00078697444,0.0006690967,0.00065396144],"domain_scores_gemma":[0.997998,0.0010561602,0.00026486735,0.00020637912,0.0001266108,0.00034796738],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013249349,0.00044413947,0.00058559416,0.00024617222,0.00093181717,0.001550056,0.00035124714,0.000413744,0.00001690511],"category_scores_gemma":[0.00029640092,0.00041009113,0.000035026915,0.000053887572,0.0008725553,0.00036768575,0.00021862009,0.00087200006,2.4221083e-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":[0.00017686881,0.000016347718,0.015027775,0.00030185582,0.00037721687,0.00017765627,0.5121544,0.000005577767,0.00004856237,0.23264931,0.00120745,0.23785698],"study_design_scores_gemma":[0.003556249,0.00042142536,0.07676808,0.0013349858,0.00019080302,0.00006795151,0.04949793,0.00005381524,0.00009255392,0.6076393,0.25750896,0.0028678975],"about_ca_topic_score_codex":0.3290571,"about_ca_topic_score_gemma":0.74511504,"teacher_disagreement_score":0.46265647,"about_ca_system_score_codex":0.00047934553,"about_ca_system_score_gemma":0.0023534086,"threshold_uncertainty_score":0.9998351},"labels":[],"label_agreement":null},{"id":"W4413126467","doi":"10.4337/9781803923673.00080","title":"Overview of Canadian animal law","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"European and International Contract Law","field":"Social Sciences","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; Political science","score_opus":0.06756395503668124,"score_gpt":0.2948358540283035,"score_spread":0.22727189899162226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413126467","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":[0.000012334453,0.0007403498,0.0000014547879,0.0020099499,0.0010076119,0.00021891927,0.00016695239,0.000075972974,0.99576646],"genre_scores_gemma":[0.01237231,0.00021069316,0.00009550048,0.0034972944,0.0008853211,0.0000030391802,0.00005082182,0.000040861923,0.9828442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981145,0.00008531991,0.00041510095,0.00032736958,0.0006873195,0.0003703626],"domain_scores_gemma":[0.9984655,0.00015632689,0.00025829827,0.00030155428,0.00050559203,0.00031277497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001021205,0.0002264025,0.00035277338,0.0006076419,0.00033553023,0.0009088213,0.0009925797,0.0003952115,0.0011962665],"category_scores_gemma":[0.00040579797,0.00024745002,0.000240957,0.000054998905,0.00033651595,0.00054290873,0.00011693375,0.00064184604,0.00008386396],"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":[0.0000057295897,0.0000026582302,0.000002801388,0.000030655407,0.00006287787,0.000017018743,0.00038276607,6.846897e-8,0.000003033229,0.9235427,0.073242396,0.002707295],"study_design_scores_gemma":[0.000093025825,0.000021447964,0.00001825994,0.00043789632,0.00003336611,4.681716e-7,0.00002355762,9.894642e-7,0.00001277521,0.0186675,0.98047465,0.0002160419],"about_ca_topic_score_codex":0.29229906,"about_ca_topic_score_gemma":0.6435837,"teacher_disagreement_score":0.9072323,"about_ca_system_score_codex":0.00032015165,"about_ca_system_score_gemma":0.0017426469,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W4413640566","doi":"10.4337/9781035337019.00021","title":"When remoteness becomes the attraction","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","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":"Attraction; Philosophy","score_opus":0.030491857276128007,"score_gpt":0.26596821605892534,"score_spread":0.23547635878279732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413640566","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":[0.0000038181024,0.00052002154,0.0001289663,0.017653478,0.004764223,0.0004172528,0.000033770986,0.00022431597,0.97625417],"genre_scores_gemma":[0.0031814862,0.00024302464,0.00011602801,0.00064688013,0.0025728166,0.000013936748,0.000033963952,0.000037598107,0.9931543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977297,0.00013290682,0.00037040745,0.00046410185,0.0008147755,0.00048808142],"domain_scores_gemma":[0.99824566,0.00054082414,0.0002975959,0.00050991727,0.00030370557,0.00010230949],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018201552,0.00032682385,0.0004203432,0.000148665,0.0020675038,0.0018593281,0.0009010468,0.00066332077,0.0004234394],"category_scores_gemma":[0.00045130978,0.00024093274,0.00030693196,0.000033859156,0.00040152867,0.00041673702,0.00023145911,0.001068054,0.00007147724],"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":[0.0000091853235,0.0000026846487,0.000011085717,0.00002041702,0.000109899025,0.0000066276993,0.009849863,4.2257565e-7,1.3843598e-7,0.40329975,0.5054894,0.08120049],"study_design_scores_gemma":[0.00009644792,0.00001134306,0.00001833948,0.00015139567,0.00007371285,0.0000012703773,0.003478853,0.0000026167559,8.457003e-7,0.062693566,0.9332025,0.00026912853],"about_ca_topic_score_codex":0.002602389,"about_ca_topic_score_gemma":0.010802711,"teacher_disagreement_score":0.42771307,"about_ca_system_score_codex":0.00025968044,"about_ca_system_score_gemma":0.00056946167,"threshold_uncertainty_score":0.9992317},"labels":[],"label_agreement":null},{"id":"W4413681005","doi":"10.4337/9781035321087.00015","title":"Heritage unbound? Anticipation, queer politics and performance of memory","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Latin American and Latino Studies","field":"Social Sciences","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":"Queer; Anticipation (artificial intelligence); Politics; Politics of memory; History; Political science; Sociology; Gender studies; Computer science; Artificial intelligence; Law","score_opus":0.021340612525688835,"score_gpt":0.2668305506612184,"score_spread":0.24548993813552958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413681005","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":[0.0013835932,0.00045245222,0.00003533947,0.0008895175,0.00057889934,0.00025871326,0.00003004178,0.00012056462,0.99625087],"genre_scores_gemma":[0.16516033,0.00031425295,0.00084793934,0.00051584473,0.00038001794,0.000008643092,0.000011568338,0.000029581333,0.83273184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981978,0.00006775763,0.00043735915,0.00034512734,0.00058199343,0.00036998052],"domain_scores_gemma":[0.9984779,0.00025918157,0.00037015145,0.00032972603,0.00043532436,0.0001277288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070357346,0.00025950087,0.0004956913,0.00020394131,0.0005991204,0.00058029336,0.0004338456,0.00032527602,0.000096410746],"category_scores_gemma":[0.0005289204,0.00026000073,0.000102219616,0.000048568876,0.00097451865,0.0005191138,0.00027625647,0.00044349168,0.0000041680805],"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":[0.0000069584207,0.000007381238,0.0009560495,0.000241108,0.00014995111,0.0000037059706,0.020487808,4.938199e-7,0.0000022032057,0.92850375,0.01794521,0.031695385],"study_design_scores_gemma":[0.00025485872,0.00008998165,0.0011939314,0.0005835267,0.00011288521,0.0000011771156,0.0014230256,0.0000319747,0.000026510079,0.0121625755,0.9835866,0.0005329604],"about_ca_topic_score_codex":0.0020210333,"about_ca_topic_score_gemma":0.0006807627,"teacher_disagreement_score":0.9656414,"about_ca_system_score_codex":0.00012290839,"about_ca_system_score_gemma":0.00071286794,"threshold_uncertainty_score":0.9999852},"labels":[],"label_agreement":null},{"id":"W4413741429","doi":"10.4337/9781035300112.00049","title":"Canada/Greenland Joint Commission on Conservation and Management of Narwhal and Beluga","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Commission; Joint (building); Geography; Oceanography; Political science; Geology; Engineering","score_opus":0.042036584157881696,"score_gpt":0.290531213504327,"score_spread":0.24849462934644528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413741429","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":[0.0015895623,0.0004019388,0.000012578219,0.0057668122,0.0011040973,0.001200711,0.0001488238,0.000038200033,0.9897373],"genre_scores_gemma":[0.011077193,0.0005903408,0.00032857654,0.004508153,0.00030756314,0.0000761765,0.000117949516,0.000057813875,0.98293626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979913,0.0000934556,0.00064719294,0.0004073575,0.00032341448,0.00053725316],"domain_scores_gemma":[0.99845797,0.0003336106,0.00047101942,0.00032198304,0.00028747754,0.00012792216],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00085680827,0.0003032779,0.0006115932,0.00017717293,0.0017976983,0.000050646595,0.00016123768,0.0005125261,0.00009067637],"category_scores_gemma":[0.0000850823,0.00027330552,0.000044834385,0.000016598038,0.00009449581,0.00007575126,0.00068913016,0.0009657594,0.000002916315],"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":[0.00012353627,0.000012489579,0.0015897893,0.0031306304,0.00042118214,0.000055561646,0.0035741774,5.405971e-7,0.0000019490985,0.27559683,0.7031103,0.012383054],"study_design_scores_gemma":[0.00076125964,0.00012672524,0.0047604577,0.002175903,0.00011164691,0.0000023655216,0.0014556621,0.00001263745,0.000002550419,0.0028747015,0.98746055,0.00025554156],"about_ca_topic_score_codex":0.30065256,"about_ca_topic_score_gemma":0.73614156,"teacher_disagreement_score":0.435489,"about_ca_system_score_codex":0.00043771105,"about_ca_system_score_gemma":0.0010743737,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W4413741443","doi":"10.4337/9781035300112.00048","title":"Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":"Political science","score_opus":0.015325563575084262,"score_gpt":0.21077064502225532,"score_spread":0.19544508144717104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413741443","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":[0.000004171137,0.00044988788,0.000024456604,0.0010331469,0.004011702,0.0006299198,0.0019540477,0.00086342415,0.99102926],"genre_scores_gemma":[0.0007799281,0.0000042913825,0.00035435124,0.0033689537,0.0015925819,0.000038529142,0.0006978928,0.0005670407,0.99259645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944622,0.00006984224,0.00096584804,0.0013474221,0.002065839,0.0010888554],"domain_scores_gemma":[0.99578464,0.00035722446,0.00068571046,0.0019193754,0.0007223513,0.0005306986],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009501859,0.0011319286,0.0011082769,0.0007751314,0.00035794408,0.0028298772,0.0022383211,0.0011566008,0.0012376865],"category_scores_gemma":[0.000943879,0.0012427269,0.00038679427,0.00006294262,0.00017921932,0.00072377076,0.00093475985,0.0030276,0.0009119847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019235013,0.0000035524206,0.000005082261,0.00009034168,0.0002774475,0.00017756529,0.000044227978,0.0000024929527,0.000009204871,0.23035374,0.7568787,0.012138408],"study_design_scores_gemma":[0.00037896782,0.000016806795,0.000013967753,0.0006774741,0.00018374942,0.000021312468,0.000010500137,0.000014990292,0.00006787554,0.01542019,0.98209035,0.0011037881],"about_ca_topic_score_codex":0.67459047,"about_ca_topic_score_gemma":0.92455393,"teacher_disagreement_score":0.24996346,"about_ca_system_score_codex":0.002894158,"about_ca_system_score_gemma":0.015632473,"threshold_uncertainty_score":0.99986595},"labels":[],"label_agreement":null},{"id":"W4414227911","doi":"10.4337/9781035308477.00019","title":"Immigrant entrepreneurship: new estimates and a research agenda","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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":"Immigration; Entrepreneurship; Quarter (Canadian coin); Survey data collection; Immigration policy; Small business","score_opus":0.07179805366477093,"score_gpt":0.3315659903633612,"score_spread":0.2597679366985903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414227911","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":[0.00034647476,0.0017660962,0.0000635573,0.0036099798,0.0007636998,0.0006101823,0.000026613858,0.0002435972,0.9925698],"genre_scores_gemma":[0.0047099236,0.0004574086,0.00046625236,0.00044430903,0.0017729523,0.00002371761,0.000057645873,0.000052273313,0.99201554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670225,0.00020363029,0.00051442866,0.00087462104,0.00091724115,0.0007878213],"domain_scores_gemma":[0.9973535,0.0009932931,0.00021863033,0.00056276575,0.00041830927,0.00045352918],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035697848,0.00036273047,0.0005006494,0.0006032325,0.0012290586,0.0038344385,0.0009155633,0.00078711583,0.00084677234],"category_scores_gemma":[0.0021307964,0.00038488538,0.00019134904,0.00007728983,0.00059858523,0.00083151035,0.0004011468,0.0013687552,0.00009696024],"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":[0.000017421913,0.00000830687,0.00031104192,0.000082915656,0.00009604459,0.000017035303,0.040095344,6.2665896e-7,0.000004487262,0.3950844,0.517204,0.047078386],"study_design_scores_gemma":[0.00017057471,0.000024493036,0.00009293409,0.00026811103,0.000042215066,0.0000017275981,0.0008498201,0.0000071772656,0.000028369093,0.14624806,0.85194737,0.0003191721],"about_ca_topic_score_codex":0.028598096,"about_ca_topic_score_gemma":0.057328306,"teacher_disagreement_score":0.33474338,"about_ca_system_score_codex":0.0002660853,"about_ca_system_score_gemma":0.0019277422,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W4414227917","doi":"10.4337/9781035308477.00020","title":"International students’ migration: policy impacts and implications for innovation","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","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":"China; Immigration; Work (physics); Workforce; Intersection (aeronautics); Immigration policy; Public policy","score_opus":0.031175651291355827,"score_gpt":0.3543844914743491,"score_spread":0.32320884018299323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414227917","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":[0.00018442018,0.00010285657,0.00060281006,0.061649416,0.0014756792,0.00067446404,0.00015276982,0.00011184869,0.9350457],"genre_scores_gemma":[0.005452263,0.00036523765,0.0019498385,0.0035548448,0.0028557142,0.00018608094,0.00044082094,0.00003192494,0.9851633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983119,0.000021688042,0.00045697123,0.00039516372,0.0005523559,0.00026193372],"domain_scores_gemma":[0.9980301,0.00018112351,0.00040174084,0.00023705115,0.0010389911,0.00011097063],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00080675614,0.00020819741,0.00020537009,0.0005929668,0.00058677356,0.0022742064,0.00061221654,0.0003440361,0.00008219192],"category_scores_gemma":[0.0010872224,0.00023110273,0.000068059075,0.00012345432,0.00011829354,0.00072440197,0.00013883032,0.00025425723,0.000009320389],"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":[0.000005655153,0.0000096020485,0.0010545256,0.000015599617,0.00006742191,1.2815336e-7,0.0030967894,1.0415289e-7,0.000004693561,0.74508286,0.21606967,0.034592967],"study_design_scores_gemma":[0.00020912343,0.000009671322,0.004467932,0.0001430935,0.00001850657,4.2852105e-7,0.000109647815,4.012447e-7,0.000005189435,0.064962424,0.9298698,0.00020382275],"about_ca_topic_score_codex":0.0007145996,"about_ca_topic_score_gemma":0.0013729677,"teacher_disagreement_score":0.7138001,"about_ca_system_score_codex":0.00068064826,"about_ca_system_score_gemma":0.0025172096,"threshold_uncertainty_score":0.99876153},"labels":[],"label_agreement":null},{"id":"W4414228188","doi":"10.4337/9781802204353.00047","title":"Indigenous perspectives on regulating assisted dying: views from Canada and Australia","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","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":"Indigenous; Legislature; Public health; Traditional knowledge; Cultural safety; Public policy","score_opus":0.1276593635520653,"score_gpt":0.35121823189147033,"score_spread":0.22355886833940503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414228188","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":[0.03546362,0.004966344,0.000024184703,0.0004099345,0.0008719676,0.00069103116,0.00045465652,0.00012196461,0.9569963],"genre_scores_gemma":[0.055378594,0.00024157653,0.003062892,0.0008700502,0.00121118,0.000021568512,0.0006387341,0.00012726287,0.93844813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975052,0.000052239095,0.00061715365,0.0007284992,0.0007261123,0.00037078978],"domain_scores_gemma":[0.997831,0.00045506653,0.00049152423,0.0005958542,0.0003876072,0.00023895408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029035076,0.00051782106,0.0010688037,0.0003107631,0.00015292085,0.0002573857,0.00026298166,0.0005441309,0.00016106553],"category_scores_gemma":[0.00071577827,0.00048195323,0.0001788309,0.000039724102,0.00013517075,0.00014332247,0.00014086338,0.0011329694,0.000003678667],"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":[0.0013775993,0.00019845417,0.029524567,0.0034422425,0.008349566,0.0016709003,0.105132386,0.000008172838,0.0015577502,0.052936897,0.46815088,0.32765058],"study_design_scores_gemma":[0.0014070058,0.00025376483,0.0075773722,0.012177111,0.0006660718,0.000016815817,0.002255558,0.000005907995,0.0010410321,0.0018349966,0.9719275,0.0008368397],"about_ca_topic_score_codex":0.340738,"about_ca_topic_score_gemma":0.20230271,"teacher_disagreement_score":0.5037766,"about_ca_system_score_codex":0.0007141163,"about_ca_system_score_gemma":0.0013104817,"threshold_uncertainty_score":0.9997632},"labels":[],"label_agreement":null},{"id":"W4414228198","doi":"10.4337/9781035341320.00018","title":"Regulation of company sustainability reporting","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic and Technological Systems Analysis","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":"Sustainability; Sustainability reporting; Focus (optics); Sustainability organizations; Climate change; European union","score_opus":0.023174751849054563,"score_gpt":0.22043358474680572,"score_spread":0.19725883289775115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414228198","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":[0.0017352368,0.000084254265,0.00049019535,0.001071446,0.00034675252,0.00042615258,0.0000048207644,0.00038730487,0.99545383],"genre_scores_gemma":[0.4851855,0.0000011859144,0.0001424745,0.00031573075,0.0008647122,0.000014436811,0.00010184733,0.000038342674,0.51333576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667567,0.0000082443585,0.0020512727,0.00063033967,0.0003320004,0.00030248912],"domain_scores_gemma":[0.9932284,0.00008984392,0.0049400628,0.0008012737,0.00092350616,0.00001694473],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019845874,0.00035238368,0.0009820394,0.00069110864,0.00018350908,0.0010314471,0.0005903488,0.00065863546,0.00031696033],"category_scores_gemma":[0.0025012798,0.00033240305,0.00047559073,0.000092169656,0.00014469732,0.0009849917,0.00056139164,0.00058742776,0.000023171493],"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":[0.000009916283,0.000010258346,0.002155249,0.0007586139,0.00015922163,0.0000068864088,0.000011440724,0.000017259546,0.000008338169,0.9362378,0.027472686,0.03315229],"study_design_scores_gemma":[0.00014173311,0.00000442416,0.0012383865,0.00032671512,0.00018333342,0.0000010117594,0.00006373347,0.00049698976,0.000010199849,0.3355419,0.661673,0.00031855365],"about_ca_topic_score_codex":0.0013664247,"about_ca_topic_score_gemma":0.00021201813,"teacher_disagreement_score":0.63420033,"about_ca_system_score_codex":0.00026117454,"about_ca_system_score_gemma":0.00012883726,"threshold_uncertainty_score":0.9999128},"labels":[],"label_agreement":null},{"id":"W4414384581","doi":"10.4337/9781035317868.00034","title":"Robbery","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","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":"Property (philosophy); Theme (computing); Point (geometry); Self defense","score_opus":0.027002331370472657,"score_gpt":0.26691210996659037,"score_spread":0.23990977859611773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414384581","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":[0.000023729855,0.000793825,0.00008728132,0.0020353114,0.0039944504,0.00037780096,0.00012430885,0.00044414983,0.99211913],"genre_scores_gemma":[0.002249952,0.00019443667,0.00017117268,0.0015443615,0.0033937693,0.000020109583,0.000041125084,0.000075495336,0.9923096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996857,0.000084754065,0.00044955796,0.0007035567,0.0012051034,0.0007000176],"domain_scores_gemma":[0.99788725,0.00048555457,0.0004359024,0.0006521566,0.00029211113,0.00024704926],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011352078,0.0004506753,0.0005907001,0.00028510045,0.00082924514,0.002502253,0.001193056,0.0010130715,0.00075926154],"category_scores_gemma":[0.00095576985,0.00050184556,0.00038020976,0.000048128066,0.0004762708,0.0010567539,0.00029993095,0.0013603839,0.00012029138],"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":[0.000008108808,0.0000055956,0.00000802459,0.000032020114,0.00005862647,0.000015301377,0.002533516,3.4101376e-7,0.0000015375848,0.53877425,0.41162744,0.046935212],"study_design_scores_gemma":[0.00014386766,0.000014086213,0.000015079873,0.00035953263,0.00005715375,0.0000011938102,0.00028024937,0.0000013121227,0.000015470454,0.053630367,0.9449869,0.00049481005],"about_ca_topic_score_codex":0.009123797,"about_ca_topic_score_gemma":0.01377204,"teacher_disagreement_score":0.5333594,"about_ca_system_score_codex":0.0006338796,"about_ca_system_score_gemma":0.0017534876,"threshold_uncertainty_score":0.99974334},"labels":[],"label_agreement":null},{"id":"W4415627156","doi":"10.4337/9781035329274.00040","title":"Truth and justice: First Nations Australians and thought leadership in social work","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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":"Work (physics); Social work; Context (archaeology); Perspective (graphical)","score_opus":0.07953880320405442,"score_gpt":0.300867939744725,"score_spread":0.22132913654067055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415627156","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":[0.0022501647,0.0009783069,0.000020461324,0.011062098,0.006114986,0.0015235258,0.00009757026,0.00013463544,0.97781825],"genre_scores_gemma":[0.11362657,0.0040825694,0.00038138457,0.00036433517,0.006124293,0.000023505452,0.00008600354,0.00009069036,0.87522066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994589,0.00042015515,0.0011357969,0.0012891107,0.0009814572,0.0015844926],"domain_scores_gemma":[0.99599683,0.002014324,0.00063642004,0.0003727025,0.0004570274,0.00052268646],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003063205,0.0007524233,0.0008876019,0.0012725387,0.025676766,0.0036392114,0.0007889793,0.0021158739,0.00025463087],"category_scores_gemma":[0.00026225322,0.00077598693,0.000195967,0.0005050421,0.0016383007,0.0013840451,0.000029373572,0.0022510586,0.000022793138],"study_design_candidate":"not_applicable","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":[0.00002893621,0.000041036663,0.00014207752,0.0009529063,0.00006657203,0.000009487598,0.270222,7.3647124e-7,3.326253e-8,0.7240728,0.0024369962,0.0020263821],"study_design_scores_gemma":[0.00057415944,0.000049877788,0.00095974415,0.0014503947,0.00033034358,0.000004950667,0.01769403,0.0000033206502,0.0000017637344,0.015846582,0.9622339,0.0008509156],"about_ca_topic_score_codex":0.021149773,"about_ca_topic_score_gemma":0.6892036,"teacher_disagreement_score":0.9597969,"about_ca_system_score_codex":0.00077972066,"about_ca_system_score_gemma":0.012300849,"threshold_uncertainty_score":0.9994691},"labels":[],"label_agreement":null},{"id":"W4415628246","doi":"10.4337/9781785363405.00057","title":"Reading the socio-ecological fix through the lens of labour: the subsumption of nature and labour in British Columbia's forests","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Forest Management and Policy","field":"Environmental Science","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":"Reading (process); Lens (geology); Through-the-lens metering; Field (mathematics)","score_opus":0.011950992850963304,"score_gpt":0.23030615553989592,"score_spread":0.21835516268893262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415628246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5236425,0.0010927205,0.000013072694,0.011403812,0.0012118185,0.002581677,0.0005013064,0.00005655744,0.45949656],"genre_scores_gemma":[0.77577657,0.00086510705,0.00007152677,0.0018794682,0.00027728468,0.000048863378,0.000023288823,0.000040721894,0.22101718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960424,0.0003977699,0.001022698,0.00077848823,0.0010156122,0.0007430423],"domain_scores_gemma":[0.9967919,0.0011701422,0.0009266289,0.00095207756,0.000090918096,0.000068323636],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028616185,0.0004345571,0.00069210125,0.00008614394,0.0010043364,0.002473683,0.0022133973,0.001126289,0.001965434],"category_scores_gemma":[0.00077015185,0.00034583805,0.00032522067,0.00021667573,0.002686665,0.0010476608,0.0019550372,0.002835719,0.00001663597],"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":[0.00008306307,0.00013811448,0.11830125,0.00078953354,0.00045214672,0.000042945067,0.008618687,0.00017422206,0.000050463317,0.69444185,0.1191834,0.05772434],"study_design_scores_gemma":[0.00058143237,0.0001192549,0.4122107,0.0006738492,0.00013714144,0.000014471614,0.000561993,0.000097828015,0.000007779842,0.059767768,0.5254149,0.00041288612],"about_ca_topic_score_codex":0.053313162,"about_ca_topic_score_gemma":0.18538363,"teacher_disagreement_score":0.6346741,"about_ca_system_score_codex":0.0002384349,"about_ca_system_score_gemma":0.00010638479,"threshold_uncertainty_score":0.9998994},"labels":[],"label_agreement":null},{"id":"W4416511836","doi":"10.4337/9781035338931.00023","title":"Pawned spaces: militarization, indebtedness and crime in the São Paulo metropolitan fringes","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","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":"Metropolitan area; Population; Quarter (Canadian coin); Unemployment; Work (physics)","score_opus":0.027785171680421928,"score_gpt":0.2686666676095398,"score_spread":0.24088149592911784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416511836","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":[0.00968257,0.0049253046,0.00017585898,0.0051868064,0.0032756957,0.0015688109,0.0002664567,0.00018347277,0.974735],"genre_scores_gemma":[0.7371134,0.0012958872,0.00019608249,0.0025255445,0.0022239324,0.0001016238,0.00006921392,0.00012591256,0.2563484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276054,0.0008051047,0.0012478537,0.001624097,0.0021910793,0.0013713099],"domain_scores_gemma":[0.9948428,0.0021195903,0.0009156841,0.0011963634,0.00058900635,0.00033651292],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0041958806,0.0010876283,0.0012882279,0.0007934882,0.0019779748,0.005748386,0.0023743669,0.0014444387,0.00021022404],"category_scores_gemma":[0.0034262396,0.0009507883,0.00036709462,0.00039640433,0.001546083,0.002496599,0.00063956087,0.002490777,0.000013132181],"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":[0.0000818655,0.00007973069,0.0010942381,0.00029382587,0.00022067093,0.000041639018,0.115178175,0.0000019338477,0.000010957424,0.84716415,0.02274881,0.013083998],"study_design_scores_gemma":[0.0009891551,0.00015497558,0.0027000676,0.0013374938,0.0003023524,0.0000069911302,0.1168709,0.000041671065,0.000057915575,0.10428656,0.7717336,0.0015183182],"about_ca_topic_score_codex":0.059560195,"about_ca_topic_score_gemma":0.09648677,"teacher_disagreement_score":0.7489848,"about_ca_system_score_codex":0.0011956904,"about_ca_system_score_gemma":0.0013092767,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W4416511873","doi":"10.4337/9781035338931.00012","title":"Definitions of northern/rural/remote/peripheric communities in Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","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); Work (physics); Perspective (graphical); Agency (philosophy)","score_opus":0.05160258245875377,"score_gpt":0.27252793617817384,"score_spread":0.22092535371942007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416511873","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":[0.016828908,0.0016083181,0.000051715106,0.002714474,0.006871831,0.0024019678,0.0012611494,0.00008543841,0.9681762],"genre_scores_gemma":[0.85635585,0.007671412,0.00091957994,0.0077289916,0.001085594,0.00026895452,0.0011056373,0.00040083856,0.124463126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913988,0.0009601013,0.0032361504,0.00062618434,0.0008326725,0.0029460806],"domain_scores_gemma":[0.9912159,0.003145084,0.0017875943,0.0016500702,0.0018621174,0.0003392264],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021438024,0.0011061303,0.0024855947,0.0007489334,0.0058424007,0.00019467466,0.0018637434,0.0016185466,0.0025219964],"category_scores_gemma":[0.00082281616,0.0012071133,0.0004222465,0.00018892385,0.000549225,0.00038508282,0.0023132432,0.006315705,0.000055943936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005212744,0.00025662166,0.05369583,0.008634912,0.002931482,0.00031732445,0.33568004,0.00030973423,0.000006064392,0.43738037,0.081425555,0.07884078],"study_design_scores_gemma":[0.0027536335,0.00036767882,0.0047649867,0.0082929265,0.0004714437,0.000019583991,0.44163913,0.0002593306,0.00000414999,0.027686223,0.5115307,0.0022102203],"about_ca_topic_score_codex":0.99672234,"about_ca_topic_score_gemma":0.999917,"teacher_disagreement_score":0.84371305,"about_ca_system_score_codex":0.0073353956,"about_ca_system_score_gemma":0.031579264,"threshold_uncertainty_score":0.99967754},"labels":[],"label_agreement":null},{"id":"W4416517583","doi":"10.4337/9781035312856.00046","title":"Museum diplomacy after crisis: examining Canadian museums and art galleries","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","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":"Diplomacy; Exhibition; Photography; Cultural heritage","score_opus":0.027164474951722542,"score_gpt":0.209919008595768,"score_spread":0.18275453364404548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416517583","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":[0.0016493868,0.0023584787,0.000005935534,0.0034417163,0.004321871,0.001002819,0.000913693,0.0003620045,0.9859441],"genre_scores_gemma":[0.3824059,0.000422147,0.000106038744,0.0048152464,0.0027359554,0.00017874093,0.00023257668,0.00025054344,0.60885286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993187,0.00014105819,0.0016579481,0.0020487835,0.0010235589,0.0019416426],"domain_scores_gemma":[0.9956132,0.00021665599,0.0006035658,0.0013377095,0.000768501,0.0014603448],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00086911535,0.0019246086,0.0016856511,0.0011841003,0.0026012019,0.021373289,0.0012050105,0.0013418136,0.013679341],"category_scores_gemma":[0.0002134074,0.0018239266,0.0005489332,0.000048584017,0.0008218361,0.0032821347,0.00086499465,0.002665689,0.00029960886],"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":[0.000116082636,0.00002421142,0.000071760864,0.0005819434,0.0007847028,0.00041063837,0.03638584,4.3750768e-7,0.0000051164243,0.727438,0.21760896,0.016572338],"study_design_scores_gemma":[0.0006468891,0.00025260737,0.00031389284,0.0023516375,0.00040910294,0.000030378815,0.009790725,0.00001233705,0.0000055228124,0.004681696,0.97943884,0.0020663477],"about_ca_topic_score_codex":0.05946729,"about_ca_topic_score_gemma":0.41310763,"teacher_disagreement_score":0.7618299,"about_ca_system_score_codex":0.00043230067,"about_ca_system_score_gemma":0.0010332337,"threshold_uncertainty_score":0.99995464},"labels":[],"label_agreement":null},{"id":"W4416785831","doi":"10.4337/9781035339532.00054","title":"Syria","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","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; State (computer science); Terrorism; Economic sanctions; Security council; Middle East; International relations","score_opus":0.03589801755839917,"score_gpt":0.21322281560057785,"score_spread":0.17732479804217868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416785831","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":[0.00001839745,0.0012406891,0.0013408777,0.0011301057,0.0036703895,0.00021946049,0.00062096014,0.0001445202,0.9916146],"genre_scores_gemma":[0.003907644,0.00008735652,0.00068669685,0.0009198819,0.00084060815,0.000032232627,0.0002192951,0.00006950477,0.9932368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998033,0.000004953695,0.0009661692,0.0006608343,0.000063832136,0.00027121647],"domain_scores_gemma":[0.99840796,0.00013310909,0.0006319243,0.0006019561,0.00011882491,0.000106251326],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049472175,0.0003183784,0.0005484081,0.00081025774,0.00019620809,0.0010894613,0.0005958324,0.0005825201,0.004394746],"category_scores_gemma":[0.00034206978,0.00041496288,0.00036911326,0.000027646029,0.00007375933,0.00063625764,0.00019840116,0.0008097593,0.0026399896],"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":[0.0000027332192,0.000005418071,0.00008773397,0.000013727192,0.00016125507,0.0000018799398,0.000042527518,0.000006333925,1.4885293e-7,0.7835933,0.21328329,0.0028016327],"study_design_scores_gemma":[0.00014296955,0.000010138239,0.0000736205,0.00007496205,0.00001091787,0.000002485243,0.0000032404987,0.0001347977,0.0000013278702,0.36780065,0.6315044,0.00024047248],"about_ca_topic_score_codex":0.00014571281,"about_ca_topic_score_gemma":0.0000588356,"teacher_disagreement_score":0.41822112,"about_ca_system_score_codex":0.00042932513,"about_ca_system_score_gemma":0.00013821243,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W4416785863","doi":"10.4337/9781035339532.00011","title":"Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"","field":"","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":0.01617869733312978,"score_gpt":0.21344730927766295,"score_spread":0.19726861194453316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416785863","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":[0.000030778407,0.0014998654,0.00010638004,0.0034158723,0.017109761,0.002308965,0.006756021,0.001007248,0.9677651],"genre_scores_gemma":[0.016877247,0.00004358258,0.00080472126,0.0073251086,0.004278778,0.00012246221,0.0011776632,0.001622948,0.9677475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98109883,0.00044993975,0.003813429,0.004498368,0.00619509,0.003944367],"domain_scores_gemma":[0.98500705,0.0014381959,0.0028122663,0.00546093,0.0030279662,0.0022535855],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0037298712,0.0040019937,0.0035843924,0.0024114638,0.0018665013,0.014508319,0.0071705217,0.003673348,0.005519518],"category_scores_gemma":[0.004413626,0.0048198854,0.0014001551,0.00029351696,0.0009642523,0.0029315685,0.003895879,0.010101795,0.0023862317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013928249,0.000024780205,0.000030357081,0.0004446554,0.0014492448,0.0006974717,0.00018894671,0.000018974353,0.000043731852,0.29648536,0.6586881,0.041789073],"study_design_scores_gemma":[0.0015357977,0.00009027722,0.00006355063,0.0034550566,0.001045631,0.00009173634,0.000090292495,0.00017137897,0.0002943348,0.010148156,0.9790679,0.003945893],"about_ca_topic_score_codex":0.9295658,"about_ca_topic_score_gemma":0.9726633,"teacher_disagreement_score":0.32037976,"about_ca_system_score_codex":0.009718117,"about_ca_system_score_gemma":0.063718885,"threshold_uncertainty_score":0.9994329},"labels":[],"label_agreement":null},{"id":"W4416851597","doi":"10.4337/9781035323227.00009","title":"Infrastructures of desire: The countercultural commons of Toronto's queer punk and rave scenes","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Music History and Culture","field":"Arts and Humanities","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":"Punk; Queer; Government (linguistics); Commons","score_opus":0.02001758194360589,"score_gpt":0.20957187391878684,"score_spread":0.18955429197518095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416851597","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":[0.0019713566,0.009980472,0.000022637525,0.000279618,0.0030767238,0.0007903752,0.0008618987,0.00005943055,0.9829575],"genre_scores_gemma":[0.66225255,0.00018990388,0.000111732494,0.0009028544,0.0017167826,0.000029523155,0.00013917804,0.00008121846,0.33457628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658823,0.0001920726,0.0012814145,0.0006466043,0.0008108492,0.00048082857],"domain_scores_gemma":[0.99640644,0.0003378127,0.0011757603,0.0009177603,0.0009983203,0.00016392124],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073861616,0.0008682202,0.0012670509,0.00010382177,0.0013255603,0.0017456497,0.0011995931,0.0007751241,0.006944858],"category_scores_gemma":[0.00019210631,0.0005788434,0.0005253227,0.000014083189,0.0022982524,0.0010965241,0.000477437,0.0012597152,0.0000024254118],"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":[0.000116361996,0.0000172269,0.000021812624,0.00063257996,0.0005654097,0.0000050063686,0.06419627,0.0000019767072,0.000064992186,0.81701946,0.10489868,0.012460216],"study_design_scores_gemma":[0.0005345902,0.00013970105,0.00029501,0.0014655094,0.0005663682,0.000017196804,0.0053123822,0.000015098778,0.00013401722,0.012100308,0.97880626,0.00061354594],"about_ca_topic_score_codex":0.005217782,"about_ca_topic_score_gemma":0.023592073,"teacher_disagreement_score":0.8739076,"about_ca_system_score_codex":0.00018227709,"about_ca_system_score_gemma":0.00034713143,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W4416852628","doi":"10.4337/9781802209709.00056","title":"Hormones","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"World Trade Organization Law","field":"Social Sciences","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":"Precautionary principle; Scientific evidence; Free trade; Uncertainty; Food safety; Settlement (finance); Agriculture; Global governance","score_opus":0.019131068002082106,"score_gpt":0.2531168227494097,"score_spread":0.2339857547473276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416852628","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":[0.000002106831,0.00030880817,0.000069309,0.01586859,0.002354776,0.00040338753,0.000039404425,0.0007755441,0.98017806],"genre_scores_gemma":[0.005132105,0.000060446597,0.0005287318,0.0013988932,0.0020884378,0.000010576997,0.00007617333,0.000097774566,0.99060684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731475,0.00009003463,0.00045048405,0.00059364806,0.0010406516,0.0005104305],"domain_scores_gemma":[0.9981892,0.00025853593,0.0002966164,0.00056463445,0.0004320922,0.00025891807],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092176447,0.00037276943,0.00043307102,0.00042368317,0.00085084984,0.002852707,0.001221167,0.0008458649,0.0015932196],"category_scores_gemma":[0.00089755526,0.0004210746,0.00020272167,0.000096705524,0.00044578864,0.00081712747,0.0002702863,0.0009552146,0.00029528057],"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":[0.0000023511072,0.000003360578,0.000009973161,0.00001643749,0.0000495674,0.000009703976,0.0012154777,1.9879552e-7,0.0000016149675,0.704714,0.2829345,0.011042814],"study_design_scores_gemma":[0.00012632034,0.000007784808,0.000022471944,0.00015587677,0.000060931892,8.9244196e-7,0.00008902087,5.984517e-7,0.000017639682,0.04366589,0.955459,0.00039359077],"about_ca_topic_score_codex":0.00061623426,"about_ca_topic_score_gemma":0.0021563936,"teacher_disagreement_score":0.6725245,"about_ca_system_score_codex":0.0003680169,"about_ca_system_score_gemma":0.0013255151,"threshold_uncertainty_score":0.9998241},"labels":[],"label_agreement":null},{"id":"W4416852943","doi":"10.4337/9781035342129.00019","title":"The alleged campus crisis in Canada: an overview and pedagogical response","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Academic Freedom and Politics","field":"Social Sciences","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); Action (physics); Work (physics); Interrogation; Agency (philosophy)","score_opus":0.10143700059635037,"score_gpt":0.3367516545203098,"score_spread":0.23531465392395945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416852943","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":[0.0062584057,0.01756524,0.0000117749005,0.040879685,0.00621929,0.0013025583,0.00034613427,0.00011009034,0.92730683],"genre_scores_gemma":[0.34589702,0.012318872,0.00016637034,0.015068903,0.0040100515,0.00009380486,0.000050009563,0.0001773426,0.62221766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915401,0.002081788,0.0014866961,0.0012643943,0.001913611,0.0017134646],"domain_scores_gemma":[0.992435,0.00454311,0.00063310453,0.0009997805,0.0004089098,0.000980097],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0092175035,0.00084606453,0.0010819525,0.00029887655,0.0022360652,0.0027692933,0.002541596,0.0016763961,0.00019305082],"category_scores_gemma":[0.0042334516,0.00070449745,0.00023709792,0.00014174447,0.0012448612,0.0010024955,0.00088237715,0.0041236826,0.000007654158],"study_design_candidate":"not_applicable","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":[0.00034433784,0.000011506552,0.0002635741,0.00008057723,0.00011611781,0.000119320386,0.015247513,0.0000022019315,0.0000012746068,0.872521,0.071512856,0.039779752],"study_design_scores_gemma":[0.0004729798,0.00007448808,0.0006955089,0.00037213456,0.00011188451,0.000012185557,0.015999991,0.000055110362,0.000002105155,0.041661736,0.9397822,0.0007596877],"about_ca_topic_score_codex":0.9329913,"about_ca_topic_score_gemma":0.9848536,"teacher_disagreement_score":0.8682693,"about_ca_system_score_codex":0.0025009199,"about_ca_system_score_gemma":0.017831817,"threshold_uncertainty_score":0.99961966},"labels":[],"label_agreement":null},{"id":"W4416853188","doi":"10.4337/9781035315673.00039","title":"First Nations education: educational provision in remote communities of Australia","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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); Work (physics); Agency (philosophy); Developing country","score_opus":0.03430984288691047,"score_gpt":0.31404398716234433,"score_spread":0.27973414427543386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416853188","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":[0.004459311,0.00047856686,0.00003067839,0.0050475723,0.010103423,0.0025172927,0.00019528622,0.00006387662,0.977104],"genre_scores_gemma":[0.107816145,0.0037557068,0.0025316763,0.00012431676,0.002690038,0.000025462503,0.00075004325,0.000068745016,0.88223785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99415636,0.0005907611,0.0020654288,0.00075473206,0.0014750857,0.0009576278],"domain_scores_gemma":[0.99226093,0.0021429795,0.001513936,0.0011542649,0.0025316842,0.00039618762],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030631113,0.0007021275,0.0009071781,0.0025902297,0.010558192,0.0013876738,0.0020637186,0.0014418022,0.0018355238],"category_scores_gemma":[0.00024073877,0.00074972573,0.00036072228,0.000497875,0.0013157051,0.0016859102,0.000039156585,0.0019540857,0.00007978676],"study_design_candidate":"not_applicable","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":[0.000019694073,0.00026393196,0.00024803067,0.0009255586,0.00006203611,6.831938e-7,0.2522835,0.000010873974,1.519278e-7,0.7408394,0.0028591214,0.0024869689],"study_design_scores_gemma":[0.000277701,0.00007712015,0.00084009295,0.0048825834,0.00008826106,0.0000060237912,0.011382158,0.000020880976,0.000008676821,0.085935645,0.8958277,0.0006531154],"about_ca_topic_score_codex":0.5271838,"about_ca_topic_score_gemma":0.96305615,"teacher_disagreement_score":0.8929686,"about_ca_system_score_codex":0.0017773482,"about_ca_system_score_gemma":0.10865249,"threshold_uncertainty_score":0.99985456},"labels":[],"label_agreement":null},{"id":"W4417468580","doi":"10.4337/9781035318636.00022","title":"National standard of Canada for psychological health and safety – what have we learned?","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","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":"Public health; National standard; Occupational safety and health; Mental health; Psychological health","score_opus":0.05299687200217498,"score_gpt":0.332565001841543,"score_spread":0.27956812983936796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417468580","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":[0.0001256798,0.012925467,0.0016589145,0.039611086,0.16873062,0.0033515105,0.0038538862,0.0001608744,0.769582],"genre_scores_gemma":[0.053939987,0.008615834,0.016309094,0.04916518,0.021288313,0.00034196526,0.0029816292,0.0013023692,0.8460556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9881332,0.0005455214,0.0035073678,0.003115641,0.002557089,0.0021411679],"domain_scores_gemma":[0.99041694,0.0022131128,0.00294676,0.0015736733,0.0015060245,0.0013434573],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0049987906,0.0017060188,0.0030450416,0.0011300945,0.0011079841,0.0018554045,0.0017661371,0.0019844102,0.0005622662],"category_scores_gemma":[0.0015901417,0.0018189418,0.0006759855,0.00015172508,0.0009993912,0.0011712841,0.0005592709,0.0031340998,0.0000069481443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034648613,0.00007793407,0.00003499454,0.00064909126,0.00074354495,0.00001538465,0.0020544247,0.0000050747735,0.0000030671504,0.2858655,0.5589136,0.14817259],"study_design_scores_gemma":[0.0050992677,0.0022616456,0.00012144791,0.0035322516,0.00013325815,0.00011683034,0.004135718,0.000043021093,0.000006898458,0.06518994,0.91801596,0.001343764],"about_ca_topic_score_codex":0.0121984575,"about_ca_topic_score_gemma":0.117910795,"teacher_disagreement_score":0.3591024,"about_ca_system_score_codex":0.001954628,"about_ca_system_score_gemma":0.008158596,"threshold_uncertainty_score":0.99956864},"labels":[],"label_agreement":null},{"id":"W4417468638","doi":"10.4337/9781035317882.00021","title":"Leveraging technological change to renew creative regions: the case of Montreal","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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":"Technological change; Government (linguistics); Work (physics); Context (archaeology); Production (economics); Information technology","score_opus":0.09561163722397215,"score_gpt":0.289486047070099,"score_spread":0.19387440984612686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417468638","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":[0.0009376679,0.0009728533,0.00014177451,0.059647482,0.0013127755,0.002570503,0.000113345246,0.000244164,0.93405944],"genre_scores_gemma":[0.107754335,0.0004221409,0.0005480987,0.001999093,0.0012913808,0.000294118,0.000032226104,0.00005571543,0.88760287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99527186,0.00030891979,0.0012099762,0.0012202719,0.000956611,0.0010323568],"domain_scores_gemma":[0.9960403,0.0007333826,0.00088025816,0.0009548289,0.0009673501,0.00042387674],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024513104,0.00083189056,0.0010890927,0.0004832586,0.0022737808,0.0020255002,0.0020035713,0.0016348955,0.0006683145],"category_scores_gemma":[0.002326371,0.00058810116,0.00049296056,0.00042470172,0.0016258031,0.00074138766,0.0016393733,0.0021811826,0.000020557156],"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":[0.000054384855,0.00002606765,0.000017688424,0.000043009382,0.00031574623,0.00067889184,0.032196756,0.0000014758896,0.0000028573822,0.23961522,0.19720718,0.5298407],"study_design_scores_gemma":[0.0002840889,0.000121358105,0.00006851627,0.0015646066,0.00020411512,0.0001203509,0.032405213,0.000011208129,0.00006936013,0.024903044,0.9395021,0.0007460224],"about_ca_topic_score_codex":0.07642465,"about_ca_topic_score_gemma":0.024254538,"teacher_disagreement_score":0.74229497,"about_ca_system_score_codex":0.00076973444,"about_ca_system_score_gemma":0.0008152823,"threshold_uncertainty_score":0.9996612},"labels":[],"label_agreement":null},{"id":"W4417468698","doi":"10.4337/9781800371743.00038","title":"Constitutional interpretation in Canada: watering living trees and Canadian values","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"Interpretation (philosophy); Constitutional interpretation; Government (linguistics); Tree (set theory); Field (mathematics)","score_opus":0.012233488363983074,"score_gpt":0.22161610627399697,"score_spread":0.2093826179100139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417468698","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":[0.007297899,0.0004360777,0.000029384828,0.0019187729,0.0019241056,0.0004417384,0.00024696786,0.000029836503,0.9876752],"genre_scores_gemma":[0.918392,0.00016037712,0.00012184265,0.0013188259,0.00045587472,0.000018802073,0.000049673105,0.0000228819,0.0794597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996812,0.00018897642,0.0007045907,0.00071887515,0.0006827381,0.0008928513],"domain_scores_gemma":[0.99828964,0.0005114156,0.00023394731,0.00025404897,0.0000626352,0.0006483201],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010565796,0.0004961053,0.000540325,0.00039264752,0.0010338677,0.0015899831,0.00059485633,0.0005009944,0.0005446649],"category_scores_gemma":[0.00047764406,0.0005705329,0.000103699815,0.000055358756,0.0012867326,0.0010963823,0.00031645168,0.00095422607,0.00001038889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000014420853,0.000006685702,0.008986527,0.00010409492,0.00012517547,0.000076092525,0.0138323875,0.00005886186,0.000009330671,0.9085217,0.0018244138,0.066440284],"study_design_scores_gemma":[0.0003778793,0.00004495221,0.013407979,0.0045591975,0.0001239909,0.000016599606,0.004117446,0.00038765065,0.000025252062,0.013015763,0.96243143,0.0014918512],"about_ca_topic_score_codex":0.99916273,"about_ca_topic_score_gemma":0.9999172,"teacher_disagreement_score":0.96060705,"about_ca_system_score_codex":0.0052434513,"about_ca_system_score_gemma":0.009869691,"threshold_uncertainty_score":0.9996746},"labels":[],"label_agreement":null},{"id":"W4417468846","doi":"10.4337/9781035323081.00036","title":"The changing nature of state-profession relations: the case of three Canadian provinces","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Canadian Identity and History","field":"Social Sciences","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); Work (physics); Population; Agency (philosophy)","score_opus":0.011489538848515068,"score_gpt":0.23222330016038822,"score_spread":0.22073376131187317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417468846","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":[0.0018295859,0.005890588,0.000016076789,0.009983943,0.0065537733,0.0015769294,0.0006256327,0.000042254695,0.97348124],"genre_scores_gemma":[0.27986473,0.0004115571,0.000043750264,0.00043826495,0.00072613807,0.000046892404,0.00002966208,0.000058970152,0.71838003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618,0.0003539291,0.0010457675,0.0005816988,0.00092087686,0.0009177415],"domain_scores_gemma":[0.9950505,0.0012292477,0.0013364854,0.0009897344,0.0009790788,0.00041493514],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0047656554,0.00039636297,0.0005674913,0.0019270232,0.009863324,0.003223595,0.001973615,0.0012844538,0.00030625553],"category_scores_gemma":[0.0019109319,0.00032602611,0.00044067693,0.00038547444,0.00310696,0.00096146925,0.0003557006,0.0030822603,0.0000122772735],"study_design_candidate":"not_applicable","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":[0.000024336112,0.0000067862557,0.00005532668,0.00017229999,0.0002276132,0.0001592682,0.034891378,0.0000059749714,0.0000017038509,0.7852574,0.04032159,0.1388763],"study_design_scores_gemma":[0.00014430539,0.000032713764,0.00006483966,0.0010728246,0.00017887053,0.000017096994,0.013017852,0.000048723196,0.0000056196423,0.03127657,0.9538013,0.00033932418],"about_ca_topic_score_codex":0.96432996,"about_ca_topic_score_gemma":0.99971586,"teacher_disagreement_score":0.9134797,"about_ca_system_score_codex":0.0023174472,"about_ca_system_score_gemma":0.019418882,"threshold_uncertainty_score":0.9999192},"labels":[],"label_agreement":null},{"id":"W4417468852","doi":"10.4337/9781035323081.00034","title":"Institutional change and admission processes for regulated professions: the case of internationally trained engineers aiming to work in Quebec, Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","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":"Work (physics); Institutional change; Government (linguistics); Process (computing)","score_opus":0.046236958721712546,"score_gpt":0.24359068363296532,"score_spread":0.19735372491125278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417468852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4334626,0.024095135,0.017594166,0.2755979,0.030669667,0.03348254,0.017067026,0.00036497996,0.167666],"genre_scores_gemma":[0.89980954,0.000045077515,0.0015906909,0.0012431357,0.0005797118,0.00030248467,0.00060530315,0.000059425885,0.09576461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971314,0.000041954416,0.0014850787,0.00076141633,0.00019690566,0.00038321532],"domain_scores_gemma":[0.99664116,0.0011733269,0.00094477664,0.00031665363,0.000727737,0.00019632206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012076506,0.0004585355,0.0006944502,0.0009002687,0.0005508212,0.0003792249,0.00043035613,0.0004972897,0.00005302315],"category_scores_gemma":[0.002738576,0.00042799933,0.00012161992,0.00028873404,0.0001279397,0.00077598693,0.00026132088,0.00060466584,8.237675e-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":[0.0012919327,0.000087305925,0.0028813959,0.0024512168,0.00036707378,0.000073735275,0.0073528993,0.0012366057,0.000009024521,0.8672647,0.011163115,0.10582102],"study_design_scores_gemma":[0.005340466,0.00025056046,0.08780571,0.032367706,0.00023012918,0.00013347038,0.0018661447,0.016344545,0.00014068227,0.08737281,0.7648752,0.003272586],"about_ca_topic_score_codex":0.18792579,"about_ca_topic_score_gemma":0.62194717,"teacher_disagreement_score":0.77989185,"about_ca_system_score_codex":0.00068763975,"about_ca_system_score_gemma":0.0025289606,"threshold_uncertainty_score":0.9998172},"labels":[],"label_agreement":null},{"id":"W50060018","doi":"10.4337/9781849804691.00008","title":"Introduction: The PPP Phenomenon and its Evaluation","year":2010,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Public-Private Partnership Projects","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":"University of British Columbia","funders":"","keywords":"Phenomenon; Discipline; Corporate governance; Political science; Balance (ability); Engineering ethics; Management science; Engineering; Business; Epistemology; Psychology; Finance; Law","score_opus":0.04093875971921997,"score_gpt":0.2389011135063792,"score_spread":0.1979623537871592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W50060018","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":[0.0006662173,0.00053810136,0.00001458295,0.018589495,0.004129066,0.0012221206,0.0000065252334,0.00037588476,0.974458],"genre_scores_gemma":[0.087390006,0.00002549724,0.0001907467,0.006529499,0.086555816,0.00027364344,0.00066247775,0.00044083557,0.8179315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966539,0.0000340094,0.00053542265,0.00093854795,0.0012959081,0.000542193],"domain_scores_gemma":[0.9970668,0.000103660954,0.00077843975,0.00091117853,0.001093672,0.000046241817],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040264428,0.00058993883,0.00043752664,0.000643172,0.00066628965,0.007986452,0.0010260389,0.00066707865,0.0016545587],"category_scores_gemma":[0.0013880988,0.00047637618,0.00013952014,0.00010323854,0.00017906712,0.00421343,0.0008679367,0.0018916168,0.0007399108],"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":[0.000033916785,0.000013178267,0.000015699348,0.00021944614,0.0001465277,0.0000051887155,0.00025359477,0.0000031657698,0.00024265122,0.7962498,0.15774362,0.04507323],"study_design_scores_gemma":[0.00039299618,0.000007992724,0.000063422274,0.000061217215,0.00023560801,0.000010895121,0.000038783972,0.00046817304,0.00004069265,0.051322524,0.9468294,0.000528329],"about_ca_topic_score_codex":0.00006029049,"about_ca_topic_score_gemma":0.00020571337,"teacher_disagreement_score":0.78908575,"about_ca_system_score_codex":0.00014478274,"about_ca_system_score_gemma":0.00020816449,"threshold_uncertainty_score":0.9997688},"labels":[],"label_agreement":null},{"id":"W575012113","doi":"10.4337/9781849806695","title":"International Research Handbook on Successful Women Entrepreneurs","year":2010,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","score_opus":0.048643136775735826,"score_gpt":0.2572155508480728,"score_spread":0.20857241407233695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W575012113","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":[0.0018915886,0.00016586315,0.000035770438,0.0011453453,0.0077767204,0.00047493065,0.00043382446,0.00012755906,0.9879484],"genre_scores_gemma":[0.004589171,0.00013170665,0.00026127722,0.00095153425,0.0034967333,0.00019667247,0.0003390101,0.00016410665,0.9898698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961692,0.000055891356,0.0011230917,0.0012483584,0.00030809702,0.0010953449],"domain_scores_gemma":[0.99758,0.000285363,0.00070696295,0.00082988874,0.00023372674,0.0003640913],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035960514,0.0004659,0.00083087245,0.0013865487,0.00047778018,0.0030680138,0.0020026693,0.0012536487,0.0044696536],"category_scores_gemma":[0.0007544994,0.0005888694,0.0002640781,0.00006908165,0.00029955307,0.00067594356,0.0005445666,0.0033608037,0.0050817984],"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":[0.00004554084,0.000051886374,0.00094655686,0.00004409628,0.00030233935,0.00003848944,0.0061889896,0.0000021768972,0.0000014792573,0.3952399,0.5829053,0.014233265],"study_design_scores_gemma":[0.00042966093,0.00004594386,0.00026682447,0.00009560333,0.0000024060262,0.0000030176566,0.000089934176,0.000008631594,0.000019725561,0.15173277,0.84679806,0.0005074187],"about_ca_topic_score_codex":0.00014212212,"about_ca_topic_score_gemma":0.00007635925,"teacher_disagreement_score":0.26389277,"about_ca_system_score_codex":0.0029350063,"about_ca_system_score_gemma":0.00084908615,"threshold_uncertainty_score":0.99965626},"labels":[],"label_agreement":null},{"id":"W57834369","doi":"10.4337/9780857936042.00028","title":"Comparing: Knowledge-based Urban Development of Vancouver, Melbourne, Manchester and Boston","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","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":"Regional science; Geography; History; Cartography","score_opus":0.06576077502168899,"score_gpt":0.282088382529285,"score_spread":0.216327607507596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57834369","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":[0.0012565291,0.0012998466,0.00007039135,0.00025795205,0.0016231902,0.00038973635,0.0000066108723,0.00012286069,0.9949729],"genre_scores_gemma":[0.09128459,0.000055504548,0.0034500563,0.00033507278,0.0018354013,0.000028493925,0.000072558025,0.00011565714,0.9028227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972627,0.00008942457,0.00068722747,0.00045661695,0.0008549025,0.00064909406],"domain_scores_gemma":[0.9981162,0.0002466797,0.0005576046,0.00032423885,0.00032585816,0.0004294512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001682004,0.00045624454,0.00066497,0.0004356518,0.0005636984,0.0005446823,0.0006856457,0.0006646295,0.00017113898],"category_scores_gemma":[0.0001344003,0.0004595803,0.00016149283,0.00004607349,0.000490913,0.00061697315,0.00026443703,0.0006244669,0.00005508644],"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":[0.00007211641,0.00006758331,0.003861476,0.00042318754,0.0003175664,0.000006356181,0.0790804,5.5794294e-7,0.00001272605,0.39891163,0.41131976,0.10592663],"study_design_scores_gemma":[0.00038388264,0.000012848639,0.0010333217,0.00043422997,0.00004797563,6.7063417e-7,0.00017487598,0.0000022934814,0.000099849945,0.0032733525,0.9939924,0.0005442813],"about_ca_topic_score_codex":0.00020252915,"about_ca_topic_score_gemma":0.005305577,"teacher_disagreement_score":0.58267266,"about_ca_system_score_codex":0.00036517452,"about_ca_system_score_gemma":0.0021419157,"threshold_uncertainty_score":0.9997856},"labels":[],"label_agreement":null},{"id":"W592151351","doi":"10.4337/9781781952740.00011","title":"Carbon storage in soils and vegetation among forested ecosystem types in northern Ontario","year":2000,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","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":"Sustainability; Global warming; Environmental science; Vegetation (pathology); Biodiversity; Climate change mitigation; Forest ecology; Soil carbon; United Nations Framework Convention on Climate Change; Climate change; Environmental resource management; Ecosystem; Agroforestry; Environmental protection; Soil water; Ecology; Kyoto Protocol; Soil science","score_opus":0.01517116348845864,"score_gpt":0.17059436779563086,"score_spread":0.1554232043071722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W592151351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6130033,0.0000702456,4.071379e-8,0.000059790094,0.00017323365,0.00026864937,0.0000055812657,0.00003399167,0.38638514],"genre_scores_gemma":[0.9542595,0.0000072576704,0.000006769548,0.0000932542,0.00022460271,0.00003152958,0.0001147281,0.000005202947,0.045257114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846923,0.00006664507,0.00043138547,0.00048760956,0.00017270933,0.00037239993],"domain_scores_gemma":[0.9994672,0.00010766695,0.00020307106,0.00008498499,0.000045427587,0.000091669244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043098012,0.00029432974,0.0004404648,0.00009856214,0.00008407823,0.00037566613,0.000261072,0.0006888031,0.00015278823],"category_scores_gemma":[0.00002473774,0.00015572296,0.00006934064,0.00003578732,0.000055244545,0.00036701545,0.00007969707,0.0007242646,0.000020115036],"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":[0.00033180698,0.00011851759,0.6872229,0.0002603192,0.00019986818,0.00063248054,0.0069956845,0.00041893488,0.00021019114,0.012223748,0.00072636834,0.29065922],"study_design_scores_gemma":[0.0011510219,0.0004931808,0.7516137,0.0011513955,0.00006707565,0.000033322438,0.00018239244,0.0008873987,0.000040095943,0.020242324,0.2223761,0.0017620474],"about_ca_topic_score_codex":0.037970413,"about_ca_topic_score_gemma":0.99419737,"teacher_disagreement_score":0.95622694,"about_ca_system_score_codex":0.00035543015,"about_ca_system_score_gemma":0.00007947271,"threshold_uncertainty_score":0.9684358},"labels":[],"label_agreement":null},{"id":"W599059568","doi":"10.4337/9781849806923","title":"Economic Strategies for Mature Industrial Economies","year":2010,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","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":"Economics; Economic geography; Business; Economy; Industrial organization","score_opus":0.029998545818465526,"score_gpt":0.2666241896174957,"score_spread":0.23662564379903014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599059568","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":[0.00028899137,0.00007846606,0.00023835123,0.001357808,0.0070869024,0.0009567747,0.00032523734,0.00022553647,0.98944193],"genre_scores_gemma":[0.0021361937,0.0000540633,0.00028041436,0.0006015275,0.0123607805,0.00010541639,0.00043019638,0.00009068998,0.9839407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997896,0.00006355631,0.00046815863,0.000555061,0.00039642028,0.0006208127],"domain_scores_gemma":[0.99853873,0.00026105178,0.00053781236,0.00036017445,0.000114252034,0.00018800475],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010579493,0.00034438225,0.00046939636,0.00012935404,0.0006264546,0.0056398865,0.0008750334,0.0021146839,0.00038596115],"category_scores_gemma":[0.00034465457,0.0003677309,0.00025937724,0.000021778043,0.000315992,0.0020419303,0.000105412226,0.0010830342,0.00007799319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023544713,0.0000042130164,0.00002054502,0.000017633001,0.000031485237,8.9001264e-7,0.0013197416,0.000007356886,0.0000010810566,0.44772366,0.5440855,0.0067643323],"study_design_scores_gemma":[0.0004260976,0.000029740757,0.000007857076,0.00006724856,0.00004187999,4.2803734e-7,0.0006525398,0.000008434093,0.000015142612,0.11526489,0.8831108,0.00037491554],"about_ca_topic_score_codex":0.0007948998,"about_ca_topic_score_gemma":0.012560896,"teacher_disagreement_score":0.33902532,"about_ca_system_score_codex":0.0010344904,"about_ca_system_score_gemma":0.0060795043,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W620783283","doi":"10.4337/9781849802031","title":"International Handbook of Public Management Reform","year":2009,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":91,"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":"Public management; Political science; Public administration; Library science; Computer science","score_opus":0.06473341238437413,"score_gpt":0.34808603173136726,"score_spread":0.28335261934699313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W620783283","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":[0.0000050660747,0.00012881654,0.00015537295,0.010209956,0.0007840088,0.00046670338,0.00006571189,0.00019350967,0.98799086],"genre_scores_gemma":[0.0016169482,0.0002718826,0.0008244718,0.00083059556,0.0021851254,0.000039346938,0.00026867606,0.000038210877,0.99392474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953565,0.00023740463,0.00067936233,0.0005160647,0.0024226077,0.00078808476],"domain_scores_gemma":[0.99769086,0.00013634097,0.0005110923,0.00055165705,0.0006391444,0.00047092495],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003753419,0.0002956505,0.00040592867,0.0008906412,0.00047910484,0.0030665612,0.0025022961,0.00064277434,0.0009846102],"category_scores_gemma":[0.0007334453,0.00030117045,0.00027318115,0.00014316734,0.0005742968,0.0014897081,0.00036685017,0.0009131143,0.000070734764],"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":[0.00000730412,0.000030830695,0.0000029280122,0.000032528063,0.000119569595,0.000015424608,0.00081886555,9.0478075e-8,0.0000016799737,0.5509696,0.34750363,0.10049755],"study_design_scores_gemma":[0.0002924926,0.00003962632,0.000029528932,0.00023848675,0.000018618477,0.000002039875,0.00040052703,0.0000034338536,0.000021770373,0.04265985,0.95602405,0.00026958747],"about_ca_topic_score_codex":0.00058884406,"about_ca_topic_score_gemma":0.0009164343,"teacher_disagreement_score":0.6085204,"about_ca_system_score_codex":0.0015373589,"about_ca_system_score_gemma":0.003238025,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W624675975","doi":"10.4337/9781782548683.00017","title":"The construction of national systems of innovation: a comparative analysis of Argentina and Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":3,"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":"Regional science; Political science; Geography; Economic geography","score_opus":0.04206081916248182,"score_gpt":0.2679761102373405,"score_spread":0.2259152910748587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W624675975","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":[0.006608593,0.0000688823,0.00023863319,0.00042960062,0.0006981217,0.000240828,0.0000783176,0.000009352245,0.9916277],"genre_scores_gemma":[0.8581667,0.0000615763,0.00027693415,0.000057927435,0.00029263497,0.000011391107,0.00029115513,0.000012053431,0.14082962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976671,0.00006968563,0.00082469574,0.00016093648,0.0011703697,0.00010722644],"domain_scores_gemma":[0.9944049,0.00033582066,0.0016361132,0.00010891183,0.0034889404,0.000025284004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018067902,0.0001178425,0.00042056036,0.0005044883,0.00023369565,0.00014802156,0.00022814635,0.0001560808,0.000012145184],"category_scores_gemma":[0.000381154,0.000099435485,0.00005296493,0.0003253104,0.00052868755,0.00017387517,0.00004090551,0.00015685211,1.3658821e-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":[0.000009166068,0.0000015146572,0.0010403197,0.000031887765,0.0005878345,7.626048e-8,0.0008185387,0.000012112834,0.000011506626,0.9846546,0.011670448,0.0011619799],"study_design_scores_gemma":[0.00014022039,0.000016700977,0.003922262,0.00016015371,0.00016199805,6.4780846e-7,0.001152166,0.000114985975,0.00006626397,0.011476912,0.982608,0.00017965108],"about_ca_topic_score_codex":0.08623351,"about_ca_topic_score_gemma":0.24411322,"teacher_disagreement_score":0.97317773,"about_ca_system_score_codex":0.00015558503,"about_ca_system_score_gemma":0.0019011312,"threshold_uncertainty_score":0.91985136},"labels":[],"label_agreement":null},{"id":"W627091442","doi":"10.4337/9781781000113.00021","title":"Who benefits from new transportation infrastructure? Using accessibility measures to evaluate social equity in public transport provision","year":2012,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":67,"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":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Public transport; Equity (law); Business; Transport engineering; Social equality; Public economics; Transport infrastructure; Environmental economics; Engineering; Economics; Political science","score_opus":0.11404237294353216,"score_gpt":0.34806164534852085,"score_spread":0.2340192724049887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W627091442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5875669,0.0010146543,0.0013384272,0.00165828,0.0026702473,0.003304718,0.001104157,0.000641336,0.40070128],"genre_scores_gemma":[0.9755066,0.000024713976,0.0010468032,0.00038233932,0.0036256968,0.000030604253,0.0007894771,0.00016820458,0.018425547],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9917131,0.0002623489,0.0016994574,0.0016631152,0.0032120065,0.0014499804],"domain_scores_gemma":[0.9964836,0.00014577237,0.00084782275,0.00074676215,0.00072075473,0.0010552645],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00459123,0.0009048209,0.0013073381,0.000632012,0.0009922088,0.0020095592,0.002046408,0.0018925931,0.0012671436],"category_scores_gemma":[0.00033132551,0.0009446384,0.0005628171,0.0002742659,0.00039192708,0.004900418,0.0001150771,0.0018787821,0.000016022756],"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":[0.00045593863,0.00013671476,0.20959887,0.00024313627,0.00026491706,0.000026996666,0.07636383,0.000076209064,0.00016102433,0.033663176,0.00314771,0.6758615],"study_design_scores_gemma":[0.0013023362,0.0000432781,0.74890965,0.0006604828,0.0004389283,2.4712477e-7,0.00038428357,0.000016324213,0.00008163772,0.11567457,0.13068172,0.0018065594],"about_ca_topic_score_codex":0.031769913,"about_ca_topic_score_gemma":0.17946368,"teacher_disagreement_score":0.6740549,"about_ca_system_score_codex":0.0015645478,"about_ca_system_score_gemma":0.0038878995,"threshold_uncertainty_score":0.9996458},"labels":[],"label_agreement":null},{"id":"W629498948","doi":"10.4337/9781847202949.00015","title":"The United States: Private and Deregulated","year":2006,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":11,"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":"Deregulation; Corporation; Service (business); Business; Government (linguistics); Finance; Engineering; Market economy; Economics; Marketing","score_opus":0.015386627418325362,"score_gpt":0.1829408482627737,"score_spread":0.16755422084444835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W629498948","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":[0.011216795,0.00026614935,0.000038621492,0.0019219231,0.0008307167,0.00035355974,0.000027899778,0.0004773221,0.98486704],"genre_scores_gemma":[0.033931375,0.00011278946,0.000052179945,0.0055132336,0.004390891,0.000026368261,0.0020469339,0.00031271763,0.9536135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822724,0.0000044504313,0.00054330355,0.00043298,0.00025375604,0.0005382655],"domain_scores_gemma":[0.9987838,0.00008597847,0.0004833656,0.00047067727,0.00014372202,0.00003242728],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000502853,0.00047556162,0.0003878316,0.00045289673,0.00061875675,0.0055146557,0.0006052788,0.0003639753,0.00006828839],"category_scores_gemma":[0.0000357423,0.00037548612,0.00013767835,0.000046928773,0.0002831376,0.0011999874,0.00025912182,0.0005943959,0.00010720783],"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":[0.000040192965,0.000006674368,0.0004523995,0.0001956871,0.00021096684,0.000020075824,0.00012713058,0.00008177724,0.000003663554,0.67780983,0.30993107,0.011120516],"study_design_scores_gemma":[0.0002963076,0.0000037207558,0.00087563344,0.00013056127,0.00009255361,0.0000025660586,0.000025206724,0.00039867937,0.0000022742179,0.06991777,0.9278215,0.0004331879],"about_ca_topic_score_codex":0.0031127506,"about_ca_topic_score_gemma":0.0012667462,"teacher_disagreement_score":0.6178905,"about_ca_system_score_codex":0.000057231162,"about_ca_system_score_gemma":0.000037035927,"threshold_uncertainty_score":0.9998697},"labels":[],"label_agreement":null},{"id":"W657933800","doi":"10.4337/9781843769699","title":"Civil Service Systems in Anglo-American Countries","year":2004,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":114,"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":"Civil service; Service (business); Political science; Business; Public administration; Marketing; Public service","score_opus":0.04100404126509158,"score_gpt":0.30892506517347906,"score_spread":0.26792102390838746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W657933800","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":[0.0002860672,0.0010365769,0.000015914738,0.037409887,0.00254021,0.0006837167,0.000067638706,0.0004610091,0.95749897],"genre_scores_gemma":[0.05347577,0.00033864405,0.00009055792,0.009710212,0.004868963,0.00014220491,0.00019101403,0.00016075927,0.93102187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577796,0.00040181103,0.00079707947,0.00063698867,0.0014981468,0.0008880334],"domain_scores_gemma":[0.99724025,0.00031464826,0.00063986395,0.00049167237,0.0010030108,0.0003105794],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030983551,0.0003940073,0.00071976584,0.00058901496,0.0004893742,0.0024813826,0.0010857603,0.0008648153,0.00010202302],"category_scores_gemma":[0.00054928457,0.0004341078,0.000097035925,0.00039656257,0.00046143399,0.0008023531,0.00013720691,0.0014808081,0.00010004769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019265733,0.00003141577,0.00015638027,0.0007659903,0.00006683781,0.00008473296,0.056178797,0.000011779728,5.1020896e-7,0.7572428,0.17155,0.013891502],"study_design_scores_gemma":[0.00023780006,0.000029299892,0.00006744433,0.00086713827,0.0000096386775,0.00000257615,0.0068673985,0.0000031572295,7.18801e-7,0.0050063753,0.98646575,0.00044269115],"about_ca_topic_score_codex":0.032056008,"about_ca_topic_score_gemma":0.28969532,"teacher_disagreement_score":0.8149158,"about_ca_system_score_codex":0.0038911393,"about_ca_system_score_gemma":0.014859501,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W7106278928","doi":"10.4337/9781035338931.00027","title":"North-South ecologically unequal exchange in waste production and management: an action research project at the Radisson waste disposal site (Eeyou Istchee James Bay, Quebec, Canada)","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Municipal Solid Waste Management","field":"Environmental Science","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":"Production (economics); Waste disposal; Action (physics); Cleaner production; Municipal solid waste; Action research","score_opus":0.055529346809834026,"score_gpt":0.2815369308539324,"score_spread":0.22600758404409838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106278928","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":[0.43105328,0.0009667859,0.000066758475,0.01010043,0.004517341,0.015015788,0.0004511636,0.00022157423,0.5376069],"genre_scores_gemma":[0.44116956,0.0006616007,0.00014497388,0.0005678562,0.0009407991,0.00058630406,0.00035718206,0.00016756386,0.5554041],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871003,0.0016970523,0.001640045,0.003397721,0.003919185,0.0022457128],"domain_scores_gemma":[0.9956406,0.00034047585,0.0009010266,0.0024400512,0.00016520516,0.0005126446],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006903286,0.0013259774,0.001026658,0.001048569,0.002228228,0.0031219253,0.0024780035,0.0007621514,0.0008363313],"category_scores_gemma":[0.0005116001,0.0011359917,0.00021503156,0.0006184221,0.0014134105,0.002102244,0.007561752,0.0033547992,0.000046342473],"study_design_candidate":"not_applicable","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":[0.00465669,0.00093488407,0.018184634,0.007787445,0.0018981087,0.0017380575,0.06801897,0.030756082,0.00017664496,0.019560384,0.2996346,0.5466535],"study_design_scores_gemma":[0.0017129461,0.0006150743,0.01930089,0.0015498049,0.0004359958,0.000016916452,0.018717667,0.009661734,0.00013131974,0.0005574116,0.94466835,0.0026318852],"about_ca_topic_score_codex":0.5565804,"about_ca_topic_score_gemma":0.9954006,"teacher_disagreement_score":0.6450338,"about_ca_system_score_codex":0.0070864917,"about_ca_system_score_gemma":0.0005777112,"threshold_uncertainty_score":0.99994916},"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":"W7119540315","doi":"10.4337/9781839103698.00034","title":"Care for older people in Canada's resilient liberal welfare regime","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Healthcare innovation and challenges","field":"Social Sciences","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":"Older people; Welfare; Welfare state; Government (linguistics); Vulnerability (computing)","score_opus":0.02391840079301086,"score_gpt":0.28022930933796464,"score_spread":0.25631090854495375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119540315","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":[0.0012687618,0.001721057,0.00002834989,0.16285594,0.0071593467,0.003058801,0.000531795,0.00015495597,0.82322097],"genre_scores_gemma":[0.6168224,0.00031516084,0.00031979682,0.0051018675,0.0019491039,0.00037638517,0.00043861405,0.0001687933,0.37450787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924822,0.00031712014,0.0018328042,0.0016780999,0.0019552836,0.0017345333],"domain_scores_gemma":[0.9946628,0.00061643985,0.0008517933,0.000986723,0.0022582787,0.0006239559],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018316943,0.00091264624,0.0013638344,0.00083212473,0.0018002848,0.0017351479,0.0017766539,0.0015741982,0.00061311515],"category_scores_gemma":[0.0011483922,0.0010500445,0.00038240146,0.00031090036,0.00021795472,0.00075553224,0.000424184,0.002310274,0.000008606619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000081262,0.000022691178,0.00052522565,0.0013684143,0.000099948076,0.000036926074,0.03830574,0.00000425025,3.661105e-7,0.67299443,0.0772551,0.20930566],"study_design_scores_gemma":[0.00086803624,0.00006657146,0.0012065856,0.0014887763,0.00004284607,0.0000015813089,0.047664907,0.000019987621,0.000008168342,0.0029243745,0.94475216,0.0009559999],"about_ca_topic_score_codex":0.86516017,"about_ca_topic_score_gemma":0.9984848,"teacher_disagreement_score":0.8674971,"about_ca_system_score_codex":0.0061502177,"about_ca_system_score_gemma":0.022406064,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W7119572755","doi":"10.4337/9781035313761.00034","title":"Contested data: the case of the gentrifying neighbourhood of Parc-Extension, Montréal","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Urban Planning and Governance","field":"Social Sciences","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":"Neighbourhood (mathematics); Gentrification; Metropolitan area; Placemaking; Urban planning","score_opus":0.04938070399814475,"score_gpt":0.2707477391063001,"score_spread":0.22136703510815536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119572755","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":[0.005987169,0.012614617,0.00024468615,0.010482431,0.008444614,0.0024034046,0.0038809783,0.0001303656,0.95581174],"genre_scores_gemma":[0.8082766,0.00027221916,0.0001423969,0.00092776417,0.0011015249,0.000014039877,0.00006904998,0.00007690547,0.1891195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372005,0.00069931307,0.0018247771,0.0012405645,0.0016322965,0.00088300917],"domain_scores_gemma":[0.98887885,0.0027136647,0.0032498245,0.0036380268,0.0012813277,0.00023828322],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004767559,0.0007312642,0.0012407829,0.0001808284,0.0019794374,0.0012555122,0.0053462177,0.00091430044,0.00011761043],"category_scores_gemma":[0.007683821,0.00048145556,0.00060151727,0.00027522104,0.0019380114,0.0011015733,0.0020796908,0.0023876906,0.000006935774],"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":[0.0002736149,0.00015395011,0.0018802331,0.0005513009,0.001674595,0.00086444314,0.029895607,0.00005979469,0.000114811555,0.48738328,0.38169712,0.09545125],"study_design_scores_gemma":[0.0016791654,0.0001563256,0.0017972557,0.0052216565,0.0015877973,0.00034653503,0.009171035,0.0011142398,0.00024495088,0.009610207,0.9678318,0.0012390582],"about_ca_topic_score_codex":0.08322043,"about_ca_topic_score_gemma":0.020693794,"teacher_disagreement_score":0.8022894,"about_ca_system_score_codex":0.0001766523,"about_ca_system_score_gemma":0.0019058159,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W7119765474","doi":"10.4337/9781035343805.00015","title":"Rethinking the EU-Canada Comprehensive Economic Trade Agreement and the Multilateral Investment Court to enhance third-party rights in investment treaty arbitration","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"International Arbitration and Investment Law","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":"Treaty; Investment (military); Arbitration; Trade agreement; Foreign direct investment; International investment; Compulsory arbitration; Investment protection","score_opus":0.0160785970990656,"score_gpt":0.22326848282530343,"score_spread":0.20718988572623784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119765474","genre_codex":"other","genre_gemma":"commentary","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":[0.007813602,0.00037168516,0.000034297915,0.072224826,0.0036941345,0.00435115,0.00006643331,0.00008363765,0.9113602],"genre_scores_gemma":[0.416503,0.00008441353,0.00044721412,0.5200844,0.0027070444,0.00061949936,0.00045455678,0.00010365464,0.058996186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941634,0.00022206246,0.0020035733,0.0014276084,0.0013389332,0.0008444021],"domain_scores_gemma":[0.996711,0.00057876727,0.0013241323,0.00092634204,0.0003260497,0.00013367775],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018220281,0.0011927757,0.0010539297,0.00055577833,0.0014708558,0.0060112383,0.0013765808,0.0004176129,0.0002853303],"category_scores_gemma":[0.00014683393,0.0008235141,0.00032065983,0.000116427604,0.000630459,0.0023134367,0.0008172409,0.0016665698,0.00006883249],"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":[0.0003222352,0.00004190082,0.000034318404,0.00014549049,0.00042406828,0.00002438248,0.0016915946,0.00028350315,0.000028900608,0.92650694,0.07000397,0.00049268693],"study_design_scores_gemma":[0.0021869747,0.000043162894,0.00062084245,0.0010129029,0.00025216688,0.000005627389,0.00016911158,0.009757878,0.0003081146,0.10496097,0.87980545,0.00087682356],"about_ca_topic_score_codex":0.20561436,"about_ca_topic_score_gemma":0.4901462,"teacher_disagreement_score":0.85236406,"about_ca_system_score_codex":0.0016286654,"about_ca_system_score_gemma":0.0008630717,"threshold_uncertainty_score":0.9998291},"labels":[],"label_agreement":null},{"id":"W7120105136","doi":"10.4337/9781035364008.00010","title":"Climate change actions and environmental justice in Canada","year":2025,"lang":"","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental law and policy","field":"Social Sciences","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":"Climate change; Environmental justice; Climate justice; Economic Justice; Sustainability","score_opus":0.03341060468502916,"score_gpt":0.2514189378391568,"score_spread":0.21800833315412765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120105136","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":[0.0047911108,0.00078770664,0.000001851162,0.0029967458,0.00300503,0.0009270994,0.0013022365,0.00004216632,0.98614603],"genre_scores_gemma":[0.77864283,0.0066694487,0.00010002544,0.005536687,0.0025284353,0.00013275768,0.00022837872,0.000115473194,0.20604594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958707,0.00019463304,0.0007533415,0.0009961593,0.0009751646,0.001210016],"domain_scores_gemma":[0.9981078,0.00041121148,0.0004049157,0.0005004795,0.000013205283,0.00056240644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00077983685,0.0006856732,0.00068249006,0.00030259733,0.0013872486,0.0010009124,0.000742204,0.00068811694,0.000891581],"category_scores_gemma":[0.00010115273,0.0008157165,0.00015337543,0.000060381666,0.00066777156,0.0013018321,0.0008137286,0.0016037144,0.000037584017],"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":[0.00007691481,0.000076117874,0.0053365245,0.00052468607,0.00018107053,0.00019277858,0.013179387,0.0000055649875,0.000035880093,0.69768023,0.00935775,0.27335307],"study_design_scores_gemma":[0.00048430607,0.000039690916,0.0036297399,0.00060728594,0.00029172513,0.00000832928,0.004793481,0.000042574608,0.000016279831,0.0014656995,0.98772126,0.0008996521],"about_ca_topic_score_codex":0.92121774,"about_ca_topic_score_gemma":0.9770117,"teacher_disagreement_score":0.9783635,"about_ca_system_score_codex":0.0031497232,"about_ca_system_score_gemma":0.0011013208,"threshold_uncertainty_score":0.9999128},"labels":[],"label_agreement":null},{"id":"W786440020","doi":"10.4337/9781849809955.00026","title":"European Labour Law after Laval","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","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":"Labour law; European Union law; Law; Political science; Sociology; Economics; European union; International trade","score_opus":0.024722297813391105,"score_gpt":0.23747978553524057,"score_spread":0.21275748772184946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W786440020","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":[0.00018220884,0.00016487706,0.000015793348,0.00080534513,0.0022099938,0.00031716083,0.00017196858,0.00039141596,0.99574125],"genre_scores_gemma":[0.039983425,0.000060182563,0.00017464174,0.005361363,0.0030974464,0.000013725455,0.000042356405,0.00016204978,0.9511048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720204,0.00020708374,0.00043242425,0.00059597794,0.0008839812,0.0006785218],"domain_scores_gemma":[0.9982723,0.000056899094,0.00028728892,0.0006305755,0.00034756892,0.00040537206],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001647181,0.00040959846,0.00036749328,0.00016616336,0.0007262821,0.002383517,0.0011160532,0.00048677291,0.00363904],"category_scores_gemma":[0.00012947718,0.00039131427,0.00025754597,0.000030233095,0.00050322874,0.0008884784,0.00040998592,0.0009949511,0.000196684],"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":[0.00001008646,0.000012064103,0.000020047964,0.000007861568,0.00007723619,0.00008218583,0.004927948,2.8517244e-8,0.0000021235805,0.9490339,0.034486536,0.011339937],"study_design_scores_gemma":[0.00017016163,0.00002511962,0.0005125197,0.0001189935,0.00004839977,8.944235e-7,0.00007185309,3.4545224e-8,0.00000616805,0.06986234,0.9287243,0.00045920725],"about_ca_topic_score_codex":0.010095367,"about_ca_topic_score_gemma":0.021327756,"teacher_disagreement_score":0.89423776,"about_ca_system_score_codex":0.00016101524,"about_ca_system_score_gemma":0.0003406817,"threshold_uncertainty_score":0.99985385},"labels":[],"label_agreement":null},{"id":"W834384291","doi":"10.4337/9780857930873.00045","title":"Competition and Regulation in Air Transport","year":2011,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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 British Columbia","funders":"","keywords":"Competition (biology); Air transport; Business; Economic geography; Geography; Aeronautics; Engineering; Biology; Ecology","score_opus":0.041862396296221516,"score_gpt":0.19420313505906242,"score_spread":0.1523407387628409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W834384291","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":[0.0006695583,0.00030866003,0.0009031385,0.00032548513,0.0002879954,0.00011917943,0.0001364244,0.000055384167,0.9971942],"genre_scores_gemma":[0.5181628,0.000036797195,0.00013585742,0.00016417936,0.0002523693,0.000011212863,0.00035558536,0.000047837268,0.48083338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983799,0.000008464552,0.00080350373,0.00053412956,0.00007277938,0.00020123321],"domain_scores_gemma":[0.9989214,0.000023725339,0.000598705,0.00031814628,0.000048970174,0.00008908573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006101835,0.00025170788,0.0005378016,0.0006669385,0.000087037486,0.00013049509,0.00018550092,0.00061590824,0.0013561731],"category_scores_gemma":[0.000025742565,0.0003147389,0.00014803943,0.00004023375,0.00006890399,0.00064104534,0.000037756825,0.0006063458,0.00010951556],"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":[0.00000773531,0.000009784258,0.005750981,0.000023856557,0.000058194877,0.0000061000087,0.00028441258,0.000009966012,2.8537053e-7,0.99024385,0.00083116384,0.0027736675],"study_design_scores_gemma":[0.00040036908,0.000026120086,0.039194312,0.000120965015,0.000027410653,0.000004555917,0.000009397053,0.00008038399,0.000005141704,0.37089875,0.58878946,0.0004431186],"about_ca_topic_score_codex":0.00031040702,"about_ca_topic_score_gemma":0.00035488867,"teacher_disagreement_score":0.61934507,"about_ca_system_score_codex":0.00009869633,"about_ca_system_score_gemma":0.00003203277,"threshold_uncertainty_score":0.99993044},"labels":[],"label_agreement":null},{"id":"W848516383","doi":"10.4337/9781845425579.00014","title":"Continental Integration and Foreign Ownership of Canadian Industry: A Retrospective Analysis","year":2005,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","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":"Foreign ownership; Business; Political science; Foreign direct investment; Law","score_opus":0.052120027065138505,"score_gpt":0.1975387981889537,"score_spread":0.14541877112381518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W848516383","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":[0.005357149,0.0004262434,0.00005191417,0.0007521665,0.0002666081,0.0002446755,0.0014066881,0.0000352163,0.9914593],"genre_scores_gemma":[0.7774848,0.00010056691,0.0003920446,0.00043921644,0.000492913,0.000010842522,0.00037582565,0.000070940754,0.22063291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979222,0.000008281357,0.0009152116,0.0006756053,0.00007049428,0.00040821655],"domain_scores_gemma":[0.9982169,0.000032613843,0.00088892045,0.00043337783,0.00009640315,0.0003317515],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006776246,0.00036936364,0.0010390286,0.0026705486,0.000106635176,0.00068906974,0.00037986078,0.0012056844,0.00055879785],"category_scores_gemma":[0.00016691646,0.0004404272,0.00035423494,0.0001623575,0.00013951087,0.00063515536,0.00007881071,0.0011127075,0.000049030725],"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":[0.000008404047,0.000005698067,0.019884774,0.0000131840025,0.0007762488,0.0000043681976,0.00030182223,0.000008146572,5.4938175e-7,0.9705771,0.0071012853,0.0013184043],"study_design_scores_gemma":[0.0007112194,0.000114024995,0.025714204,0.00011284223,0.00039387526,0.00001148956,0.0002312562,0.00051284203,0.000027268568,0.20763472,0.7634705,0.0010657936],"about_ca_topic_score_codex":0.0493461,"about_ca_topic_score_gemma":0.13866797,"teacher_disagreement_score":0.77212757,"about_ca_system_score_codex":0.00062806293,"about_ca_system_score_gemma":0.00012241812,"threshold_uncertainty_score":0.99980474},"labels":[],"label_agreement":null}]}