{"meta":{"query_hash":"905c560fef0e","filters":{"venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique"},"cohort_total":28,"direct_labels_cover":0,"predictions_cover":28,"exported":28,"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/905c560fef0e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bulletin+of+Sociological+Methodology%2FBulletin+de+M%C3%A9thodologie+Sociologique"},"results":[{"id":"W1927984393","doi":"10.1177/075910630910100102","title":"A Behavioural Approach to Ranking Academic Departments By Prestige: The Case Of Sociology in English-Speaking Canada","year":2009,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Contemporary Sociological Theory and Practice","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Prestige; Reputation; Credibility; Sociology; Dominance (genetics); Citation; Ranking (information retrieval); Publication; Social science; Political science; Law; Linguistics; Computer science","score_opus":0.22917267993413726,"score_gpt":0.40617600474087984,"score_spread":0.17700332480674258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1927984393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230036,0.003854781,0.008592448,0.044735976,0.0005529204,0.0020927354,0.00009407448,0.00026047783,0.01681298],"genre_scores_gemma":[0.9212318,0.00089854974,0.06775184,0.009285943,0.00032079045,0.00024931642,0.000028491959,0.000025526602,0.0002077354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92522615,0.06966378,0.0018100599,0.0011734637,0.00038618656,0.0017403327],"domain_scores_gemma":[0.929811,0.067605205,0.0012625849,0.00058336934,0.00039105333,0.00034679062],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.056354705,0.00065567606,0.0019206265,0.00012686806,0.00092371495,0.000021790464,0.00208537,0.0032165009,0.00058236235],"category_scores_gemma":[0.11326159,0.0004833127,0.00047676783,0.00038561516,0.005067773,0.000056526813,0.00044562976,0.004238249,0.000009885102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051328884,0.0019612066,0.1758768,0.00017933983,0.0005895476,0.0016229826,0.1786777,0.0014616849,0.004005609,0.5151385,0.09369847,0.02165529],"study_design_scores_gemma":[0.004798132,0.0046593975,0.11897923,0.00022387893,0.00046303697,0.00053973787,0.24794146,0.000031542822,0.0014849392,0.39933267,0.21822675,0.0033192234],"about_ca_topic_score_codex":0.09087267,"about_ca_topic_score_gemma":0.003016773,"teacher_disagreement_score":0.12452827,"about_ca_system_score_codex":0.0006880285,"about_ca_system_score_gemma":0.0010324891,"threshold_uncertainty_score":0.9997619},"labels":[],"label_agreement":null},{"id":"W1967171921","doi":"10.1177/075910630006700103","title":"Quel parti va Gagner les Elections? Avantages et Faiblesses d'une question numerique [1]","year":2000,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"Université de Montréal; University of Toronto","funders":"","keywords":"Voting; Strengths and weaknesses; Political science; General election; Perception; Spoilt vote; Group voting ticket; Positive economics; Public administration; Economics; Psychology; Social psychology; Law; Epistemology; Politics; Philosophy","score_opus":0.3440954525499565,"score_gpt":0.3447035086887533,"score_spread":0.0006080561387968308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967171921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82724774,0.0045542438,0.104620084,0.0364971,0.00035485506,0.00076126936,0.00013507776,0.00045372613,0.025375899],"genre_scores_gemma":[0.703789,0.01450371,0.2735212,0.003741073,0.00024100185,0.0003883251,0.00009659757,0.000062915824,0.0036561755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98710823,0.008823714,0.0017375554,0.0012660848,0.00007946526,0.0009849205],"domain_scores_gemma":[0.9892873,0.008905416,0.001002987,0.00056486303,0.0000639078,0.00017549041],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.020397656,0.00059384847,0.001617593,0.00016222293,0.00041006607,0.000038345006,0.00069240795,0.002172405,0.029491438],"category_scores_gemma":[0.008367463,0.0005775083,0.0005715588,0.0001567426,0.0018306496,0.000062668776,0.00018679089,0.0015483605,0.0021608584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006916965,0.0010036695,0.525497,0.00018195964,0.00046897115,0.000031460768,0.001822627,0.0069534313,0.0031770694,0.412274,0.03341376,0.014484348],"study_design_scores_gemma":[0.0011915751,0.0012564026,0.50339174,0.000052240342,0.000054621836,0.000072128234,0.0017802363,0.00008029062,0.001479093,0.37220925,0.117391564,0.0010408496],"about_ca_topic_score_codex":0.0014042058,"about_ca_topic_score_gemma":0.000010156747,"teacher_disagreement_score":0.16890112,"about_ca_system_score_codex":0.00038154525,"about_ca_system_score_gemma":0.00006743136,"threshold_uncertainty_score":0.99998546},"labels":[],"label_agreement":null},{"id":"W1975931197","doi":"10.1177/075910630810000106","title":"Un quart de siècle de méthodologie- L'emergence du longitudinal, des réseaux et de la statistique textuelle","year":2008,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Cognitive and psychological constructs research","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":"Humanities; Social network analysis; Quarter (Canadian coin); Sociology; Geography; Philosophy; Social science","score_opus":0.2833367375918465,"score_gpt":0.47307034392945707,"score_spread":0.18973360633761055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975931197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5995047,0.0028508238,0.35647634,0.013486703,0.00031679706,0.0008786584,0.00013581091,0.0006630076,0.02568719],"genre_scores_gemma":[0.52714384,0.007752933,0.45857146,0.005001817,0.00032083993,0.00057940645,0.000033476972,0.00008255931,0.0005137012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.862652,0.12958704,0.0017283119,0.0021245077,0.00045902154,0.003449134],"domain_scores_gemma":[0.87062,0.12591067,0.0009256285,0.0010804724,0.00067280617,0.00079038466],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.06989868,0.0012445413,0.0024989785,0.00033341805,0.0013204842,0.00005610158,0.0025094184,0.0053850887,0.03085104],"category_scores_gemma":[0.113407105,0.0010570454,0.001096788,0.0005510784,0.01766294,0.00004922346,0.0010736352,0.005724925,0.0007306072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035037322,0.0017163164,0.69935876,0.00018979871,0.0008094066,0.0032423686,0.0063639996,0.0002062008,0.011291993,0.1634308,0.09627976,0.013606873],"study_design_scores_gemma":[0.0018215647,0.0026840074,0.67756814,0.000064899585,0.000119731674,0.002309289,0.005752715,0.000013463984,0.0017935081,0.2932141,0.013630793,0.0010278026],"about_ca_topic_score_codex":0.0015111773,"about_ca_topic_score_gemma":0.000009154879,"teacher_disagreement_score":0.12978332,"about_ca_system_score_codex":0.00069112255,"about_ca_system_score_gemma":0.0013002177,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W2006798062","doi":"10.1177/075910630809800106","title":"Jeunes, génération numérique et sondage en ligne - L'exemple de deux enquêtes conduites auprès de jeunes québécois","year":2008,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Survey Methodology and Nonresponse","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":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sociology; Ligne; Presentation (obstetrics); Library science; Humanities; Computer science; Art; Medicine","score_opus":0.2551540414755188,"score_gpt":0.4288640575013333,"score_spread":0.17371001602581448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006798062","genre_codex":"empirical","genre_gemma":"methods","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":[0.8393955,0.0035051638,0.109322034,0.040897895,0.00056254776,0.0012137687,0.00008804757,0.0010264831,0.0039885524],"genre_scores_gemma":[0.45331416,0.0105371475,0.52445495,0.008749758,0.0007004888,0.0005167586,0.0000630921,0.00008101897,0.0015826197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.70780534,0.28626823,0.0015440308,0.001426967,0.00047207938,0.0024833619],"domain_scores_gemma":[0.7338976,0.26325685,0.0010688568,0.00072093384,0.0005334935,0.0005222437],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.22083709,0.0010060704,0.0024596392,0.00033848794,0.001840737,0.00005032155,0.0021479784,0.006742495,0.0043080156],"category_scores_gemma":[0.42204228,0.000920443,0.0010391024,0.00043368875,0.009422718,0.0000881847,0.0006549598,0.003650524,0.00022126989],"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":[0.008632562,0.0011808595,0.655474,0.00020142431,0.0007096174,0.00082979596,0.11505452,0.0004120035,0.057397727,0.09271983,0.065778874,0.0016087824],"study_design_scores_gemma":[0.0024520946,0.0025494448,0.5139515,0.00013159418,0.00018659065,0.00063498213,0.09148965,0.000014634599,0.017609065,0.20433654,0.16440208,0.0022418292],"about_ca_topic_score_codex":0.016689809,"about_ca_topic_score_gemma":0.000810578,"teacher_disagreement_score":0.4151329,"about_ca_system_score_codex":0.00087292533,"about_ca_system_score_gemma":0.0031531034,"threshold_uncertainty_score":0.99945873},"labels":[],"label_agreement":null},{"id":"W2012629146","doi":"10.1177/0759106311399551","title":"Introduction du générateur de liens sociaux par contextes (GLSC) dans une approche mixte : Etude sur l’hétérogénéité dans les liens de collaboration des chercheurs en biotechnologie et en sciences de la vie","year":2011,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Context (archaeology); Sociology; Field (mathematics); Humanities; Biology; Philosophy","score_opus":0.18585469838722646,"score_gpt":0.3524474006986942,"score_spread":0.16659270231146772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012629146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71158206,0.00012961806,0.2437685,0.037250247,0.000161193,0.00057354674,0.00002094103,0.0007170866,0.0057967873],"genre_scores_gemma":[0.6047313,0.00086508464,0.3906012,0.0028345538,0.00064132246,0.00012225827,0.00002870457,0.000047788297,0.00012775487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97754014,0.01821028,0.0010363223,0.0012940768,0.0003786308,0.0015405725],"domain_scores_gemma":[0.9774321,0.019771595,0.0014020039,0.0005291631,0.00076815457,0.000096990574],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.053336482,0.0007496192,0.0011734163,0.00032836685,0.0010771406,0.0001299771,0.0017795889,0.0052934634,0.0006035438],"category_scores_gemma":[0.0956597,0.0006783895,0.0003702627,0.000922687,0.0074283364,0.00019822454,0.00097276847,0.0034135757,0.000058321315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007522961,0.001162139,0.47594452,0.00029537958,0.00044448618,0.00013542728,0.02251643,0.003283957,0.17714198,0.29031402,0.024911715,0.003097641],"study_design_scores_gemma":[0.002171984,0.0011501167,0.36769688,0.00013931768,0.00045889866,0.0001464072,0.20345435,0.00058201514,0.03473715,0.36408478,0.023566274,0.0018118134],"about_ca_topic_score_codex":0.0014965317,"about_ca_topic_score_gemma":0.00005650214,"teacher_disagreement_score":0.18093792,"about_ca_system_score_codex":0.0013424437,"about_ca_system_score_gemma":0.00067606766,"threshold_uncertainty_score":0.99956673},"labels":[],"label_agreement":null},{"id":"W2013594835","doi":"10.1177/075910630609200104","title":"Integrating Exchange and Heuristic Theories of Survey Nonresponse","year":2006,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","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":"Registered Nurses' Association of Ontario; University of Waterloo","funders":"","keywords":"Humanities; Philosophy; Mathematics","score_opus":0.35500357964443224,"score_gpt":0.4386422477620919,"score_spread":0.08363866811765963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013594835","genre_codex":"empirical","genre_gemma":"methods","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":[0.7834833,0.06152217,0.110670455,0.032257747,0.0026570717,0.0013616603,0.0006823486,0.0003276256,0.0070375744],"genre_scores_gemma":[0.46103284,0.015681744,0.5136224,0.00163444,0.00089597283,0.00017849433,0.000083240244,0.00008947317,0.0067813597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.51879406,0.47433347,0.0025967688,0.0016386163,0.00048681034,0.0021502746],"domain_scores_gemma":[0.60658294,0.39011905,0.0017401797,0.000594925,0.00070421695,0.00025868998],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.35764486,0.001206848,0.0038607866,0.00033987596,0.0008996277,0.00003771679,0.0016171797,0.0071074395,0.006384774],"category_scores_gemma":[0.47710028,0.0010704461,0.0009152452,0.00067126163,0.032162044,0.000051275656,0.0010143074,0.0034686732,0.00011259249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030676061,0.0014827823,0.33215496,0.0010558771,0.0007780978,0.0002760116,0.011445131,0.00010890094,0.0047019394,0.55395144,0.0485862,0.014782608],"study_design_scores_gemma":[0.0015507425,0.0026404737,0.6256131,0.00028164024,0.0003213703,0.0001240589,0.0107327495,0.0000103967295,0.0017683367,0.2959743,0.05976624,0.001216603],"about_ca_topic_score_codex":0.020250354,"about_ca_topic_score_gemma":0.0004390062,"teacher_disagreement_score":0.40295196,"about_ca_system_score_codex":0.00035858274,"about_ca_system_score_gemma":0.0008790904,"threshold_uncertainty_score":0.9991746},"labels":[],"label_agreement":null},{"id":"W2015484306","doi":"10.1177/075910630910400106","title":"AAPOR 2009 Conference \"Public Choices in Changing Times\"","year":2009,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","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":"University of Waterloo","funders":"","keywords":"Miami; Hollywood; Political science; Humanities; History; Art; Art history","score_opus":0.3299790096882927,"score_gpt":0.3842715398236104,"score_spread":0.05429253013531771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015484306","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095279984,0.13868132,0.027105747,0.54815066,0.0038626688,0.0026342664,0.0001830274,0.0009769275,0.1831254],"genre_scores_gemma":[0.5306643,0.06813314,0.34010294,0.017515002,0.0028337305,0.00030602445,0.000047421807,0.00008084791,0.040316537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.939027,0.05193083,0.0022914987,0.001897697,0.00068185886,0.0041711265],"domain_scores_gemma":[0.96051735,0.035925336,0.0016198665,0.0006860823,0.00066101796,0.00059037795],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.046657477,0.0012718822,0.0035683047,0.00061085966,0.0011815327,0.00009530666,0.0023858126,0.006714076,0.0139566995],"category_scores_gemma":[0.06328593,0.0011902025,0.001214614,0.0013949582,0.01278642,0.00009011963,0.00069740694,0.0043194806,0.0006206916],"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":[0.00029987257,0.0011524166,0.008022264,0.00016055435,0.00027847433,0.00021302416,0.01864752,0.00009725589,0.00035966776,0.83925086,0.09601877,0.03549932],"study_design_scores_gemma":[0.0013879153,0.0020844114,0.02941686,0.00030305257,0.00013781074,0.000026441987,0.02362427,0.00003067042,0.00014217776,0.3695822,0.5718678,0.001396387],"about_ca_topic_score_codex":0.0024314981,"about_ca_topic_score_gemma":0.000110975845,"teacher_disagreement_score":0.53063565,"about_ca_system_score_codex":0.0015595297,"about_ca_system_score_gemma":0.0009251902,"threshold_uncertainty_score":0.9990548},"labels":[],"label_agreement":null},{"id":"W2021564522","doi":"10.1177/075910630006700104","title":"A propos de l'échantillon. De l'utilité de quelques mises au point","year":2000,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Representativeness heuristic; Qualitative research; Sociology; Subject (documents); Epistemology; Humanities; Mathematics; Philosophy; Social science; Statistics; Computer science","score_opus":0.10307951564498626,"score_gpt":0.32918863834651846,"score_spread":0.22610912270153222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021564522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88973564,0.0015259875,0.0024555728,0.09659182,0.00012999552,0.001089094,0.00006700286,0.0006552487,0.007749663],"genre_scores_gemma":[0.65017337,0.008066187,0.3241813,0.010924194,0.0010702002,0.000583088,0.00011181544,0.00001705214,0.0048727808],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.97163564,0.022586714,0.0011909142,0.0012936266,0.00040531353,0.0028878048],"domain_scores_gemma":[0.9772031,0.021104442,0.00048518335,0.00029374406,0.00030196313,0.00061158906],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.024185484,0.00082836364,0.001599912,0.000054852797,0.0007964333,0.000060405564,0.0017945307,0.0033819713,0.025163397],"category_scores_gemma":[0.015629908,0.00035855325,0.0008739044,0.00033133855,0.0025873021,0.000038338905,0.0004941693,0.002346473,0.00055723265],"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":[0.0037027574,0.0018732204,0.22732508,0.00037477782,0.0007034966,0.00066484424,0.005080849,0.00023070512,0.34887758,0.017954469,0.20096788,0.19224434],"study_design_scores_gemma":[0.00095572125,0.0035273097,0.6507138,0.00018706905,0.000133199,0.00063030643,0.006624119,0.000024644236,0.025723267,0.14451104,0.16542047,0.0015490282],"about_ca_topic_score_codex":0.0024137816,"about_ca_topic_score_gemma":0.00004598142,"teacher_disagreement_score":0.42338872,"about_ca_system_score_codex":0.0008266976,"about_ca_system_score_gemma":0.00048413198,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W2022866180","doi":"10.1177/075910630709500104","title":"Méthodes d'analyse du changement fondées sur les trajectoires de développement individuelle : Modèles de régression mixtes paramétriques et non paramétriques[1]","year":2007,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics; Nonparametric statistics; Parametric statistics; Longitudinal data; Mixed model; Econometrics; Population; Linear model; Applied mathematics; Statistics; Computer science","score_opus":0.3268148847841757,"score_gpt":0.47796165619789927,"score_spread":0.15114677141372357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022866180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6064285,0.005705906,0.36056617,0.01999182,0.0002916671,0.0012721667,0.00008328513,0.0004893925,0.005171073],"genre_scores_gemma":[0.5822843,0.007729624,0.40379688,0.004751941,0.00040724344,0.00058122753,0.0000658868,0.00007598107,0.00030692198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9358859,0.05592093,0.0021509267,0.0020813323,0.0006232656,0.0033376683],"domain_scores_gemma":[0.914588,0.081850894,0.0012670845,0.0009177416,0.00072309433,0.00065321656],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08487344,0.0012576377,0.0025072275,0.00059581647,0.0007265703,0.0000804895,0.002010287,0.0045756293,0.009805208],"category_scores_gemma":[0.046656825,0.0009829307,0.00114257,0.00045477512,0.004279804,0.000042111853,0.0010381626,0.0039470596,0.00018478149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008230975,0.0032757882,0.68760455,0.0004541249,0.0019459197,0.0014097492,0.009935837,0.00020579461,0.03754125,0.037934545,0.0648461,0.14661539],"study_design_scores_gemma":[0.0037797864,0.0050340593,0.79616976,0.00033762614,0.0003337925,0.00034154623,0.023104819,0.00004444785,0.022178192,0.12129757,0.025535762,0.001842622],"about_ca_topic_score_codex":0.0011423867,"about_ca_topic_score_gemma":0.000050733583,"teacher_disagreement_score":0.14477277,"about_ca_system_score_codex":0.00068270427,"about_ca_system_score_gemma":0.00041463124,"threshold_uncertainty_score":0.9992621},"labels":[],"label_agreement":null},{"id":"W2070577871","doi":"10.1177/0759106312465554","title":"Meta-analysis for Sociology – A Measure-driven Approach","year":2013,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Health disparities and outcomes","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":"McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Measure (data warehouse); Sociology; Epistemology; Computer science; Philosophy; Data mining","score_opus":0.5540765915733002,"score_gpt":0.4448722234844532,"score_spread":0.10920436808884704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070577871","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04252314,0.009372006,0.6488586,0.2705485,0.0009268823,0.006567891,0.00024081205,0.0011932638,0.019768907],"genre_scores_gemma":[0.23957932,0.001432915,0.7301803,0.02170369,0.0007070425,0.004218248,0.000074889285,0.000060459355,0.0020430847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9424332,0.050705563,0.0019358946,0.0016031057,0.00051399256,0.0028082835],"domain_scores_gemma":[0.91322774,0.082955785,0.0013087204,0.0008339158,0.0010473018,0.00062656385],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.048694845,0.0008586546,0.005272277,0.00033655393,0.0014057986,0.00006558952,0.0020587295,0.004877101,0.0151846],"category_scores_gemma":[0.06203302,0.00064986595,0.0052560447,0.0004287356,0.007972499,0.00004782768,0.00044431846,0.0019191041,0.0002463697],"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":[0.0006371125,0.0010540127,0.057289105,0.0005636146,0.100856535,0.000017097407,0.018666843,0.0020217784,0.0002449251,0.64975625,0.16750255,0.0013901644],"study_design_scores_gemma":[0.0027894827,0.0019925295,0.097996674,0.00002086978,0.0807702,0.000021792097,0.06880078,0.00014826818,0.0001513721,0.50310665,0.24109446,0.003106948],"about_ca_topic_score_codex":0.005292208,"about_ca_topic_score_gemma":0.000053337946,"teacher_disagreement_score":0.2488448,"about_ca_system_score_codex":0.00045630583,"about_ca_system_score_gemma":0.00073824974,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W2089727530","doi":"10.1177/0759106311426997","title":"Understanding Sequencing in Social Network Communications","year":2012,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","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 Toronto","funders":"","keywords":"Conceptualization; Context (archaeology); Humanities; Sociology; Computer science; Philosophy; Artificial intelligence; Geography","score_opus":0.5780477217126787,"score_gpt":0.42737550621376885,"score_spread":0.15067221549890986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089727530","genre_codex":"methods","genre_gemma":"empirical","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":[0.045541916,0.030239783,0.8070122,0.094030425,0.0014617762,0.0018297979,0.00013861356,0.00059275905,0.019152729],"genre_scores_gemma":[0.51231486,0.0028268546,0.47966158,0.0014950854,0.0026646943,0.00029625878,0.00009144954,0.000074215066,0.00057502475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9313374,0.06133029,0.0024183872,0.0011019605,0.00032841743,0.003483527],"domain_scores_gemma":[0.9469103,0.049469396,0.0017484812,0.0012699303,0.00023353718,0.00036836177],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.04928682,0.001101453,0.003128299,0.0002688411,0.0010613538,0.000050328963,0.002443669,0.0039118757,0.004732939],"category_scores_gemma":[0.0068133003,0.0011072495,0.0014232617,0.0007124339,0.006999293,0.000067801724,0.0023019845,0.005463966,0.00029083333],"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":[0.0002073024,0.00054367585,0.19019696,0.00013608384,0.0005656236,0.000014818077,0.0030135836,0.001501219,0.0006334766,0.7101656,0.0900513,0.0029703476],"study_design_scores_gemma":[0.0012453638,0.0006251964,0.029416122,0.00039126436,0.00056698493,0.000043263324,0.01961087,0.00030519403,0.00027386303,0.7700887,0.17572188,0.0017113158],"about_ca_topic_score_codex":0.0008139317,"about_ca_topic_score_gemma":0.00001379601,"teacher_disagreement_score":0.4667729,"about_ca_system_score_codex":0.003740305,"about_ca_system_score_gemma":0.0006433433,"threshold_uncertainty_score":0.99913776},"labels":[],"label_agreement":null},{"id":"W2103058360","doi":"10.1177/075910630609200103","title":"An Inquiry Into the Efficacy of a Complementary Training Session for Telephone Survey Interviewers","year":2006,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Survey Methodology and Nonresponse","field":"Social 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":"Université de Montréal","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.5939047419298851,"score_gpt":0.5117197728913074,"score_spread":0.08218496903857764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103058360","genre_codex":"empirical","genre_gemma":"methods","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":[0.7377381,0.013705806,0.19584793,0.045671962,0.0038637258,0.0022426273,0.0002915938,0.00023508386,0.0004031796],"genre_scores_gemma":[0.40911272,0.0034057614,0.5809451,0.0033895548,0.0017102808,0.00038753467,0.00031287564,0.00008516147,0.00065103476],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.5892275,0.40365216,0.0028453004,0.0016438798,0.0004891854,0.0021419972],"domain_scores_gemma":[0.6245214,0.3717349,0.001933835,0.00084263674,0.00072250405,0.00024476755],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.37508,0.0011438048,0.0036172064,0.0002583761,0.0015098032,0.000036011428,0.0032609703,0.0054322495,0.004213868],"category_scores_gemma":[0.25284472,0.0008729304,0.001555486,0.0006732716,0.02560032,0.00006335706,0.0007346826,0.0029760364,0.00006016406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.078986764,0.0069823666,0.17067984,0.0014746311,0.0026833592,0.00013284621,0.22317474,0.003552888,0.02806295,0.124809064,0.213253,0.14620754],"study_design_scores_gemma":[0.0044567673,0.0067709982,0.5966271,0.00036761284,0.00061097596,0.000049783685,0.10222483,0.000045379606,0.0034886815,0.15751423,0.1262202,0.0016234086],"about_ca_topic_score_codex":0.014517928,"about_ca_topic_score_gemma":0.00051404734,"teacher_disagreement_score":0.4259473,"about_ca_system_score_codex":0.0005175938,"about_ca_system_score_gemma":0.0010896978,"threshold_uncertainty_score":0.9997901},"labels":[],"label_agreement":null},{"id":"W2118966520","doi":"10.1177/0759106314543637","title":"L’indice d’intensité des temps forts - Une méthode mixte en analyse biographique","year":2014,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Articulation (sociology); Index (typography); Event (particle physics); Meaning (existential); Categorization; Scale (ratio); Narrative; Sociology; Computer science; Physics; Epistemology; Art; Geography; Philosophy; Political science; Literature; Artificial intelligence; Cartography; Law","score_opus":0.13749556673444244,"score_gpt":0.3174788453996466,"score_spread":0.17998327866520417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118966520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545078,0.0005484524,0.1567456,0.06806085,0.0008011083,0.0010590722,0.00002433365,0.0013090188,0.01694377],"genre_scores_gemma":[0.60489255,0.00035754286,0.3736999,0.015250656,0.0050184797,0.00023436018,0.00007873626,0.00010278359,0.00036499763],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9819907,0.012154551,0.0017988031,0.0016698589,0.00040566848,0.0019804358],"domain_scores_gemma":[0.9684242,0.028002456,0.0016703634,0.001040592,0.00070872635,0.00015368502],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.038007505,0.001107372,0.0024304355,0.00060944015,0.00079148484,0.00010325953,0.001836213,0.0042308783,0.00257892],"category_scores_gemma":[0.06528303,0.0008885618,0.0012401452,0.0008347908,0.0047972864,0.00011456026,0.0011538701,0.0031517867,0.00057016395],"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":[0.0021730664,0.0014308238,0.45693362,0.0011341992,0.0014006156,0.00051186356,0.0012711236,0.0014499704,0.015450918,0.18185696,0.31691384,0.019473001],"study_design_scores_gemma":[0.0019511966,0.0007767875,0.22977297,0.00020019819,0.00055125053,0.00016386711,0.0044437493,0.00012816346,0.0018783464,0.49813092,0.26025578,0.001746777],"about_ca_topic_score_codex":0.0019869346,"about_ca_topic_score_gemma":0.000014756875,"teacher_disagreement_score":0.31627396,"about_ca_system_score_codex":0.00017584395,"about_ca_system_score_gemma":0.00010737135,"threshold_uncertainty_score":0.9993565},"labels":[],"label_agreement":null},{"id":"W2124169029","doi":"10.1177/075910630809700103","title":"La Méthodologie des sondages électoraux de l'élection présidentielle française de 2007, chroniques d'un problème récurrent","year":2008,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Université de Montréal","funders":"","keywords":"Polling; Voting; Presidential system; Representation (politics); Political science; Humanities; Computer science; Philosophy; Law; Politics","score_opus":0.44065068197501855,"score_gpt":0.5095856314212106,"score_spread":0.06893494944619205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124169029","genre_codex":"empirical","genre_gemma":"methods","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":[0.69155306,0.009762218,0.26345152,0.022235557,0.001276402,0.0026013611,0.000082186736,0.0015724545,0.007465244],"genre_scores_gemma":[0.41733456,0.017743137,0.5567713,0.003844779,0.0012752838,0.0014297668,0.000033186046,0.0001176636,0.001450332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.81130904,0.18094464,0.002437605,0.0014917657,0.0004419143,0.0033750525],"domain_scores_gemma":[0.87798166,0.11738225,0.0022306105,0.0008981357,0.00083510583,0.0006722342],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.10072745,0.0011199806,0.002821889,0.00030827237,0.003245395,0.000027736043,0.0015098873,0.007725264,0.011748309],"category_scores_gemma":[0.13397247,0.0009144438,0.0009343426,0.00037667033,0.005396329,0.00008584222,0.00097072445,0.008120444,0.000509785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028278406,0.0013020406,0.6591195,0.0030567725,0.000804766,0.00080246234,0.034789927,0.0002971773,0.014704324,0.01689456,0.2487943,0.016606333],"study_design_scores_gemma":[0.0033371937,0.004168474,0.43008325,0.00083325646,0.00030340115,0.0012705812,0.022082752,0.00004292597,0.0042812605,0.1358818,0.39567932,0.0020357904],"about_ca_topic_score_codex":0.0031028793,"about_ca_topic_score_gemma":0.000042669388,"teacher_disagreement_score":0.2933198,"about_ca_system_score_codex":0.0017823398,"about_ca_system_score_gemma":0.003071107,"threshold_uncertainty_score":0.99933064},"labels":[],"label_agreement":null},{"id":"W2316672170","doi":"10.1177/0759106314543636","title":"Rythmes sociaux et interférences temporelles - Exploration de séquences biographiques de calendriers et de récits","year":2014,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Data Analysis and Archiving","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":"Agence Nationale de la Recherche","keywords":"Heuristic; Dynamics (music); Humanities; Sociology; Psychology; Computer science; Art; Pedagogy; Artificial intelligence","score_opus":0.24493449600965844,"score_gpt":0.4500427854605508,"score_spread":0.20510828945089238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316672170","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40537232,0.0012333624,0.43201143,0.14521803,0.0003014473,0.0006237311,0.00008182111,0.0007963105,0.01436155],"genre_scores_gemma":[0.5241404,0.012143385,0.45371106,0.009070874,0.00038753744,0.00020819527,0.00004862875,0.000032426695,0.0002574891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9069037,0.08869764,0.0011433234,0.0010778029,0.00040096574,0.0017765625],"domain_scores_gemma":[0.94336593,0.054303788,0.0011170034,0.0004959024,0.00028139687,0.00043597448],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.090889744,0.0006349483,0.0015569583,0.0003083286,0.001047152,0.00012962053,0.0018380577,0.002286324,0.0011040621],"category_scores_gemma":[0.09311619,0.0005267273,0.00087861076,0.00034274903,0.0071246778,0.00011054874,0.0005362593,0.0020650246,0.00004611163],"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":[0.00040380238,0.0004908929,0.24182393,0.00015783994,0.0005421112,0.000057490717,0.052362904,0.0008256112,0.00850932,0.6263433,0.056728177,0.011754591],"study_design_scores_gemma":[0.0006608954,0.0013278949,0.04838309,0.00022636095,0.00022195384,0.000030655076,0.06908043,0.000095325326,0.0020809313,0.7278763,0.14882344,0.001192716],"about_ca_topic_score_codex":0.0049396977,"about_ca_topic_score_gemma":0.00033042606,"teacher_disagreement_score":0.19344084,"about_ca_system_score_codex":0.00042475076,"about_ca_system_score_gemma":0.0011447829,"threshold_uncertainty_score":0.9998091},"labels":[],"label_agreement":null},{"id":"W2332888258","doi":"10.1177/0759106312465552","title":"Bref rappel de trois problèmes méthodologiques de l’histoire de vie en sociologie","year":2013,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Education, sociology, and vocational training","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","funders":"","keywords":"Representativeness heuristic; Popularity; Sociology; Epistemology; Psychology; Philosophy; Social psychology","score_opus":0.4122665663338512,"score_gpt":0.4769836095023722,"score_spread":0.06471704316852095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332888258","genre_codex":"empirical","genre_gemma":"methods","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":[0.503962,0.0050109993,0.19027011,0.26116776,0.0015438602,0.0030154043,0.00008310099,0.0023464614,0.032600336],"genre_scores_gemma":[0.34505647,0.009909238,0.630628,0.009057276,0.0020356672,0.0015048768,0.000057031553,0.00008817621,0.0016632585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8622694,0.13030742,0.0017852408,0.0016127002,0.00046787766,0.0035573693],"domain_scores_gemma":[0.8562493,0.13983755,0.0014542433,0.0008336107,0.00086045515,0.00076490344],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.12021411,0.0010960008,0.0024110232,0.00030970486,0.0021563775,0.00010321324,0.002893659,0.0072719147,0.0054221954],"category_scores_gemma":[0.20543982,0.0009828155,0.0012190309,0.0003673585,0.017082525,0.00010305859,0.0005915715,0.0042287316,0.0002938483],"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":[0.00045811167,0.001397334,0.2840739,0.0004311651,0.00089431094,0.000071440256,0.06536931,0.00045157375,0.018309599,0.45886305,0.14518996,0.024490258],"study_design_scores_gemma":[0.0012420716,0.0014157136,0.14806545,0.00014174925,0.00021538147,0.00011574701,0.15546644,0.000024684965,0.0011060993,0.6319235,0.05871269,0.0015704647],"about_ca_topic_score_codex":0.0034984034,"about_ca_topic_score_gemma":0.000026943637,"teacher_disagreement_score":0.4403579,"about_ca_system_score_codex":0.0025318186,"about_ca_system_score_gemma":0.0033880733,"threshold_uncertainty_score":0.9992622},"labels":[],"label_agreement":null},{"id":"W2800544706","doi":"10.1177/0759106318761562","title":"Strangers in the Field","year":2018,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Survey Methodology and Nonresponse","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":"University of British Columbia","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Texas at Austin","keywords":"Respondent; Interview; Psychology; Situational ethics; Insider; Social psychology; Norm (philosophy); Applied psychology; Sociology; Political science","score_opus":0.4364571707443804,"score_gpt":0.507322978562972,"score_spread":0.07086580781859164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800544706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68673205,0.0014034851,0.050479397,0.21216434,0.0012982733,0.0014243927,0.000023270744,0.00042489768,0.04604987],"genre_scores_gemma":[0.61006147,0.0016946408,0.3579562,0.028330868,0.0011409379,0.0002545158,0.000008243978,0.0000292028,0.00052392966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.7226087,0.2735371,0.0010266182,0.00088352145,0.00038821466,0.0015558506],"domain_scores_gemma":[0.6604625,0.33801916,0.00047782148,0.0006033147,0.0002840699,0.0001531352],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.2768808,0.00048685574,0.0012566875,0.00021595815,0.0009444584,0.000031610034,0.0023948348,0.003523216,0.008001463],"category_scores_gemma":[0.42388144,0.00034696504,0.00053588883,0.00048342973,0.010403847,0.000026080546,0.00028714613,0.0025817736,0.00032486545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021708135,0.0013196687,0.20298737,0.000116913056,0.00041274368,0.0005016944,0.08968705,0.000041603136,0.004521875,0.32708248,0.32076457,0.030855894],"study_design_scores_gemma":[0.0014512865,0.0034314909,0.309765,0.00006601867,0.000092470786,0.000054216136,0.05975312,0.0000024533163,0.0020952972,0.1887109,0.43364003,0.00093772117],"about_ca_topic_score_codex":0.0019291757,"about_ca_topic_score_gemma":0.00019305578,"teacher_disagreement_score":0.30747682,"about_ca_system_score_codex":0.00019808927,"about_ca_system_score_gemma":0.000516293,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W2882970502","doi":"10.1177/0759106318778827","title":"Étudier les blogueurs politiques en France","year":2018,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.2713583988652193,"score_gpt":0.40811482012609634,"score_spread":0.13675642126087706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2882970502","genre_codex":"commentary","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":[0.16255042,0.100590535,0.04851575,0.40194938,0.008781098,0.0019201159,0.0015208673,0.0012475188,0.2729243],"genre_scores_gemma":[0.36046004,0.04545557,0.49427664,0.013819421,0.030613044,0.00036260625,0.00014066407,0.00023469687,0.054637305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9566314,0.036209945,0.0022490467,0.0018596125,0.00045490233,0.00259506],"domain_scores_gemma":[0.950704,0.044311803,0.0016025713,0.001086183,0.001820893,0.00047455865],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.026870852,0.0013667842,0.0032242704,0.0002863449,0.0016723756,0.0001257438,0.0019496001,0.005175508,0.054611],"category_scores_gemma":[0.06889509,0.0011459129,0.0017176578,0.00015253924,0.02757349,0.00003504746,0.0010851801,0.0035138538,0.0015019927],"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":[0.00036555907,0.00066326646,0.010181027,0.00031188843,0.0010884947,0.0001428691,0.0069148834,0.000035073266,0.0002591437,0.84126854,0.13325295,0.005516317],"study_design_scores_gemma":[0.00076274347,0.0026517753,0.0073106107,0.00022622498,0.0007069002,0.000052029103,0.016883107,0.000020077758,0.0007304721,0.21690853,0.7526111,0.0011364508],"about_ca_topic_score_codex":0.005266722,"about_ca_topic_score_gemma":0.00005288591,"teacher_disagreement_score":0.62436,"about_ca_system_score_codex":0.00040297344,"about_ca_system_score_gemma":0.00045499677,"threshold_uncertainty_score":0.99990827},"labels":[],"label_agreement":null},{"id":"W3080413317","doi":"10.1177/0759106320939889","title":"Mapping as a Complementary Perspective on the Dynamics of Participation in a City’s Musical Life","year":2020,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Music History and Culture","field":"Arts and Humanities","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Legibility; Musical; Perspective (graphical); Attendance; Sociology; Dynamics (music); Immigration; Ethnography; Aesthetics; Visual arts; Geography; Pedagogy; Political science; Art; Anthropology","score_opus":0.3685793337266164,"score_gpt":0.3741436886101964,"score_spread":0.005564354883580036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080413317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7070705,0.00038548184,0.0058563794,0.24993144,0.00032570816,0.0011031729,0.00011931807,0.00019207672,0.03501589],"genre_scores_gemma":[0.94300866,0.000097068834,0.021488503,0.034317993,0.00054570567,0.00021934425,0.000036147907,0.000025438583,0.00026115146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9809404,0.016309783,0.0010794639,0.00074082165,0.00025657436,0.0006729771],"domain_scores_gemma":[0.97732675,0.021138638,0.000733041,0.00034498144,0.00028345882,0.00017315114],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00910546,0.0004326308,0.0012499257,0.00008532374,0.00038007338,0.00001729868,0.00084132334,0.0008345274,0.03001896],"category_scores_gemma":[0.03967726,0.0002883492,0.00047019756,0.000105461186,0.004046989,0.000015653442,0.0003085785,0.0019043743,0.00012563953],"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":[0.00081929273,0.00033733703,0.0017649494,0.0000712069,0.00014502728,0.00002615723,0.08595963,0.00012988728,0.00042788216,0.866753,0.04319449,0.00037114738],"study_design_scores_gemma":[0.0021832664,0.005156791,0.013857575,0.00017494537,0.00013323789,0.000011148711,0.5252006,0.00025430517,0.00034964492,0.27821463,0.17340547,0.0010584053],"about_ca_topic_score_codex":0.0005489659,"about_ca_topic_score_gemma":0.00008036749,"teacher_disagreement_score":0.58853835,"about_ca_system_score_codex":0.0003275873,"about_ca_system_score_gemma":0.00017864366,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W3155998557","doi":"10.1177/0759106321995706","title":"Créer et gérer une banque de données numérique : les défis méthodologiques et éthiques de la construction et de la pérennité de la Plateforme d’analyse de la régulation sociale du suicide au Québec (PARSSQ)","year":2021,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.13500285966321388,"score_gpt":0.39460735338247527,"score_spread":0.2596044937192614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155998557","genre_codex":"empirical","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":[0.5350794,0.011202383,0.35085434,0.08834423,0.0006316603,0.0006675167,0.0001514225,0.0007003553,0.0123686865],"genre_scores_gemma":[0.3817526,0.032260068,0.5736483,0.0090726055,0.0010653974,0.000407016,0.00010550884,0.000121752644,0.0015667499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.71561265,0.2777774,0.0019529521,0.0016876631,0.00045413926,0.002515174],"domain_scores_gemma":[0.72592276,0.2702946,0.0014455883,0.00075442105,0.0008762699,0.0007063178],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.1829352,0.0015147453,0.0036786622,0.000355109,0.0013046484,0.00019701247,0.0011643571,0.011964184,0.0022875243],"category_scores_gemma":[0.3039617,0.0013184712,0.0017128999,0.0005897519,0.021536117,0.00009594398,0.0010106007,0.008494162,0.00006851206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022699786,0.0017673322,0.59726727,0.0010337696,0.0019601884,0.002483188,0.048464824,0.003333859,0.05760037,0.21859558,0.059258714,0.0059649535],"study_design_scores_gemma":[0.0030742893,0.0016066153,0.4055998,0.00087105396,0.0010893437,0.004641786,0.050304193,0.0001870369,0.017032549,0.3948193,0.118913256,0.0018607889],"about_ca_topic_score_codex":0.037058853,"about_ca_topic_score_gemma":0.0012731933,"teacher_disagreement_score":0.22279397,"about_ca_system_score_codex":0.008355755,"about_ca_system_score_gemma":0.012213997,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W3180034104","doi":"10.1177/07591063211019945a","title":"The design of their work","year":2021,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":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); Computer science; Engineering; Mechanical engineering","score_opus":0.21286348354984827,"score_gpt":0.3495673709555338,"score_spread":0.13670388740568554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180034104","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4082879,0.041260626,0.46440387,0.035724714,0.0017128999,0.0009951382,0.00022799474,0.001121586,0.046265267],"genre_scores_gemma":[0.20154457,0.008872497,0.7818041,0.0016073503,0.0004692859,0.00030776634,0.000045731293,0.00007381465,0.0052749263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9832466,0.012722346,0.0015298551,0.0010254354,0.0002935741,0.0011821627],"domain_scores_gemma":[0.9163326,0.0808151,0.0011252159,0.0010967795,0.00046306878,0.00016722191],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016597353,0.0006194189,0.0015303179,0.000033396387,0.0005694495,0.000016745416,0.0016024426,0.0023972779,0.008389601],"category_scores_gemma":[0.054933544,0.00042041953,0.0007312452,0.0001862179,0.0051649967,0.000011421563,0.00071267824,0.0022259017,0.00005956479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037015423,0.0013451832,0.02191097,0.00090785744,0.0014844078,0.00034321152,0.002254548,0.0027944513,0.8291936,0.027489204,0.07461693,0.033958115],"study_design_scores_gemma":[0.0013103823,0.0003756952,0.0013677074,0.00021206695,0.00013938581,0.00012590559,0.008442006,0.000007706811,0.55219793,0.0932851,0.34162632,0.0009097898],"about_ca_topic_score_codex":0.0000073950746,"about_ca_topic_score_gemma":2.0942127e-7,"teacher_disagreement_score":0.3174002,"about_ca_system_score_codex":0.00024944876,"about_ca_system_score_gemma":0.00043525652,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W3180210294","doi":"10.1177/07591063211019945","title":"La fabrique de leurs recherches","year":2021,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Education, sociology, and vocational training","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":0.820285078677877,"score_gpt":0.563649259114136,"score_spread":0.25663581956374104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180210294","genre_codex":"commentary","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":[0.24647936,0.040904082,0.10896833,0.5067831,0.0054211235,0.0010013811,0.0001621026,0.0007665613,0.08951393],"genre_scores_gemma":[0.1235289,0.06795379,0.7740056,0.013750527,0.004478452,0.00039337508,0.00010399617,0.000110288536,0.015675083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.7596061,0.23405372,0.0017557007,0.0017103183,0.00042441435,0.0024497467],"domain_scores_gemma":[0.7746868,0.22183312,0.0012397151,0.0007637099,0.0009236017,0.0005530073],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.14291216,0.001051942,0.0025251645,0.00016625306,0.001090546,0.00007339715,0.0018173831,0.011181993,0.00873436],"category_scores_gemma":[0.26694933,0.0010725759,0.0014391673,0.0006150677,0.026636478,0.00005672222,0.00065905973,0.006316601,0.00036816704],"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":[0.00018871759,0.0013162531,0.028692331,0.0005066807,0.00081919716,0.0002679976,0.042400386,0.00024270747,0.0029485845,0.80361557,0.091507465,0.027494092],"study_design_scores_gemma":[0.0008043116,0.0006054412,0.018468384,0.00025983018,0.00027203883,0.00032965367,0.1561901,0.0000062378913,0.0012522329,0.35843503,0.46235067,0.0010260697],"about_ca_topic_score_codex":0.0013433418,"about_ca_topic_score_gemma":0.00002385702,"teacher_disagreement_score":0.6650373,"about_ca_system_score_codex":0.0016024217,"about_ca_system_score_gemma":0.004594254,"threshold_uncertainty_score":0.99917245},"labels":[],"label_agreement":null},{"id":"W3207393327","doi":"10.1177/07591063211040229","title":"Shall WeChat? Switching between online and offline ethnography","year":2021,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Gender, Feminism, and Media","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":"McGill University","funders":"","keywords":"Ethnography; Online and offline; Merge (version control); Sociology; Sociality; Metaverse; Context (archaeology); Computer science; Social worlds; Media studies; Epistemology; Data science; World Wide Web; Human–computer interaction; Social science; Anthropology; Virtual reality; Geography","score_opus":0.33603496443493786,"score_gpt":0.43414011774859496,"score_spread":0.0981051533136571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207393327","genre_codex":"empirical","genre_gemma":"methods","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":[0.84944963,0.008066363,0.04882501,0.083352126,0.0008439209,0.0008275413,0.0001257294,0.0007484324,0.007761233],"genre_scores_gemma":[0.4691203,0.014301187,0.508634,0.005751591,0.00127443,0.0000919665,0.00009346924,0.00005118766,0.000681921],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9573902,0.037341706,0.0014176024,0.0014975182,0.00050822954,0.001844763],"domain_scores_gemma":[0.94583374,0.051516917,0.0008322185,0.00063962466,0.0005692249,0.0006082663],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03505162,0.00070372876,0.0021761244,0.00020125924,0.0009466432,0.000049778777,0.0011339429,0.004219862,0.002313103],"category_scores_gemma":[0.08016302,0.0006232437,0.00075849803,0.0003714015,0.004774768,0.000031915002,0.00084829435,0.0025033653,0.00006620981],"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":[0.00095196284,0.0019757021,0.5338756,0.00075282535,0.0017719135,0.00092496135,0.09181484,0.00006928701,0.031100208,0.16655272,0.050067432,0.12014254],"study_design_scores_gemma":[0.002544103,0.00145636,0.21895194,0.0002028109,0.0004773267,0.00010455669,0.18957232,0.000004239837,0.003951032,0.2742566,0.30658954,0.0018891712],"about_ca_topic_score_codex":0.0005657832,"about_ca_topic_score_gemma":0.00005521848,"teacher_disagreement_score":0.45980895,"about_ca_system_score_codex":0.00019464076,"about_ca_system_score_gemma":0.000773773,"threshold_uncertainty_score":0.9997979},"labels":[],"label_agreement":null},{"id":"W4243162557","doi":"10.1177/07591063211019946","title":"Comment chercher ?","year":2021,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.6630589679511459,"score_gpt":0.5550877966177591,"score_spread":0.10797117133338685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243162557","genre_codex":"commentary","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":[0.039006922,0.03240808,0.16140646,0.73135287,0.004219512,0.00096366875,0.00017889016,0.0002956197,0.030167988],"genre_scores_gemma":[0.033537947,0.024191635,0.83799726,0.068886325,0.0011612162,0.0003202032,0.00009182765,0.00008705183,0.033726558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8539984,0.13583077,0.0037246232,0.002479148,0.0014695278,0.002497477],"domain_scores_gemma":[0.8530327,0.14001375,0.0020372046,0.0018301865,0.0024525959,0.00063353777],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.13666001,0.0012164563,0.0035855253,0.00025088715,0.00070872303,0.00015789601,0.0027878708,0.0068328786,0.16432291],"category_scores_gemma":[0.20757845,0.0010073719,0.0018415663,0.0007672641,0.007210974,0.00006767544,0.0021187086,0.005120697,0.004645879],"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":[0.000767744,0.0020852578,0.035090093,0.00035388197,0.0007848909,0.0005002374,0.0036475144,0.0011295633,0.0040455097,0.2621668,0.585762,0.1036665],"study_design_scores_gemma":[0.0015122603,0.0013070063,0.019802319,0.000167027,0.00021057029,0.0002315988,0.012665894,0.000108165885,0.0044097384,0.24163982,0.7170401,0.0009054942],"about_ca_topic_score_codex":0.00025380278,"about_ca_topic_score_gemma":0.000009368633,"teacher_disagreement_score":0.6765908,"about_ca_system_score_codex":0.0010410252,"about_ca_system_score_gemma":0.0030338892,"threshold_uncertainty_score":0.99923766},"labels":[],"label_agreement":null},{"id":"W4401246139","doi":"10.1177/07591063241258086","title":"La Base de données sur les innovations sociales du CRISES : portée et limites d’une innovation méthodologique","year":2024,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Social Sciences 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":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.49796126144960023,"score_gpt":0.4346268633054537,"score_spread":0.06333439814414654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401246139","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38698974,0.025427105,0.11700449,0.45359352,0.0023985503,0.0009864963,0.00029820597,0.0010541454,0.012247744],"genre_scores_gemma":[0.58754766,0.045995645,0.35068607,0.009242834,0.0022339881,0.0004388524,0.0000776496,0.00011186445,0.0036654572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9055437,0.086578175,0.0025381017,0.0020222152,0.000781928,0.0025359169],"domain_scores_gemma":[0.8562801,0.13972352,0.0017163091,0.0006058736,0.0013307557,0.0003434217],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.10460385,0.0012491491,0.0024216261,0.0004515813,0.0015604118,0.00027295673,0.0021604258,0.008049214,0.005450548],"category_scores_gemma":[0.18472119,0.0011188467,0.0011797935,0.002870401,0.022030529,0.00019752955,0.00084974716,0.005344155,0.00023549324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020076428,0.00049944845,0.02646473,0.0004988399,0.00033361622,0.00028791287,0.012716947,0.00021665676,0.0023466323,0.7933177,0.13399898,0.029117806],"study_design_scores_gemma":[0.0005853933,0.0010287473,0.05551344,0.00063071714,0.00027720464,0.00013883394,0.04226954,0.000055909706,0.0006040357,0.4703018,0.4272976,0.0012967889],"about_ca_topic_score_codex":0.019546093,"about_ca_topic_score_gemma":0.00054055074,"teacher_disagreement_score":0.4443507,"about_ca_system_score_codex":0.0015252638,"about_ca_system_score_gemma":0.004638623,"threshold_uncertainty_score":0.9997394},"labels":[],"label_agreement":null},{"id":"W4404853361","doi":"10.1177/07591063241277063","title":"Les sondages sont-ils tous égaux ? Modes d’administration et bases de sondage dans l’élection présidentielle américaine de 2020","year":2024,"lang":"fr","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Linguistics and Discourse Analysis","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":"Université de Montréal","funders":"","keywords":"Political science","score_opus":0.20958305637430105,"score_gpt":0.41481355405249465,"score_spread":0.2052304976781936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404853361","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2152478,0.061365318,0.43543816,0.21026799,0.0029968957,0.0014689699,0.0011958187,0.001477394,0.07054165],"genre_scores_gemma":[0.69160545,0.03047215,0.2498653,0.0034917085,0.0047512827,0.00032079432,0.00022124762,0.00014460865,0.019127466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96355474,0.029664025,0.0018885698,0.0017038174,0.0004377252,0.0027511478],"domain_scores_gemma":[0.9597135,0.037659068,0.0009075602,0.00065898907,0.0005312655,0.0005296201],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.036342766,0.0011710702,0.0021740587,0.00029521922,0.0013421224,0.00045602157,0.0010822163,0.0036949401,0.016803605],"category_scores_gemma":[0.04524122,0.0010204148,0.0016595032,0.00019624006,0.0059963837,0.00006961362,0.0005271507,0.003626398,0.00025549147],"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":[0.0006521551,0.0010068369,0.0038586922,0.0012122017,0.0013876336,0.0011983232,0.0145753035,0.002247622,0.0049524307,0.8107084,0.15266034,0.005540075],"study_design_scores_gemma":[0.0010626797,0.0046030837,0.005670569,0.0008312024,0.0024139106,0.00055052503,0.09227682,0.0021633902,0.005366824,0.40272188,0.48013666,0.0022024582],"about_ca_topic_score_codex":0.0078765955,"about_ca_topic_score_gemma":0.00037212885,"teacher_disagreement_score":0.47635764,"about_ca_system_score_codex":0.0013022221,"about_ca_system_score_gemma":0.0017533575,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W4410128720","doi":"10.1177/07591063251321673","title":"Researchers’ identities and their consequences for fieldwork. The methodological and scientific implications of gender, illicit practices and disclosure.","year":2025,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Qualitative Research Methods and Ethics","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; Psychology; Criminology; Political science","score_opus":0.7863335431058093,"score_gpt":0.6038019122439885,"score_spread":0.18253163086182078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410128720","genre_codex":"empirical","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":[0.3663131,0.026448546,0.24185188,0.35911748,0.00027003622,0.0020616306,0.00012530248,0.00012223766,0.003689787],"genre_scores_gemma":[0.38092488,0.02524413,0.5906424,0.0015610574,0.000117036456,0.000484652,0.000007778056,0.000014267746,0.0010038324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9100282,0.08700241,0.00087533175,0.0009249999,0.0002562406,0.00091279566],"domain_scores_gemma":[0.6832675,0.31462234,0.00086964044,0.00036866128,0.0007024706,0.00016943485],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.16505207,0.0003367359,0.0011771377,0.00017225777,0.0019590228,0.0001327782,0.0009148054,0.0016276636,0.00019977539],"category_scores_gemma":[0.3684941,0.00020585046,0.00025726212,0.00029411717,0.04539853,0.000043693934,0.0007692768,0.0015831816,0.0000011401514],"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":[0.0003975405,0.00009166449,0.017620683,0.00038231895,0.00025904717,0.0000018939032,0.018607005,0.0000031326472,0.0074782763,0.9349533,0.005565974,0.0146392],"study_design_scores_gemma":[0.00035358308,0.0004483726,0.025720026,0.000054557182,0.00006658136,0.000008145802,0.095210284,0.0000049715686,0.00096732413,0.84926486,0.02769129,0.00020999843],"about_ca_topic_score_codex":0.0005891565,"about_ca_topic_score_gemma":0.000044056753,"teacher_disagreement_score":0.35755643,"about_ca_system_score_codex":0.00007855637,"about_ca_system_score_gemma":0.00062840123,"threshold_uncertainty_score":0.9996684},"labels":[],"label_agreement":null},{"id":"W56821476","doi":"10.1177/075910630207600102","title":"The Effect Of Interviewer Attitude on Survey Cooperation","year":2002,"lang":"en","type":"article","venue":"Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique","topic":"Survey Methodology and Nonresponse","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":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Interview; Respondent; Psychology; Social psychology; Quality (philosophy); Applied psychology; Sociology; Political science","score_opus":0.45212979465108233,"score_gpt":0.47145971606428505,"score_spread":0.019329921413202722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56821476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245758,0.0051434105,0.019135308,0.036652938,0.0018655488,0.0018525855,0.00007720023,0.00040155862,0.01029565],"genre_scores_gemma":[0.9063788,0.0094311265,0.07873217,0.0023405275,0.00044756758,0.00036562906,0.000024907082,0.000053119238,0.0022261732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.56494355,0.4311824,0.0013458257,0.0008644727,0.0004158044,0.0012479387],"domain_scores_gemma":[0.61059916,0.3874977,0.0007775044,0.0005816468,0.00038430621,0.00015970797],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.33658993,0.0006029537,0.0018592433,0.000144686,0.001332823,0.000031304226,0.0018600897,0.0030203694,0.004904924],"category_scores_gemma":[0.5673372,0.0003858024,0.0007338759,0.0003485627,0.009537841,0.000021728096,0.00037392744,0.0021964614,0.00035410232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.055986177,0.0013455047,0.44742897,0.00032842296,0.0017570778,0.00013598424,0.015603174,0.0006792739,0.0064081103,0.11874672,0.28042606,0.07115453],"study_design_scores_gemma":[0.0044670547,0.019272786,0.64975464,0.00024146686,0.00031982857,0.000044146724,0.005769325,0.0000330575,0.016466988,0.019089295,0.28261673,0.0019246725],"about_ca_topic_score_codex":0.0007964345,"about_ca_topic_score_gemma":0.000086416534,"teacher_disagreement_score":0.23074727,"about_ca_system_score_codex":0.00024177917,"about_ca_system_score_gemma":0.00015157061,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null}]}