{"meta":{"query_hash":"44b1a10ee790","filters":{"venue":"Revue française des sciences de l’information et de la communication"},"cohort_total":80,"direct_labels_cover":0,"predictions_cover":80,"exported":80,"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/44b1a10ee790","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revue+fran%C3%A7aise+des+sciences+de+l%E2%80%99information+et+de+la+communication"},"results":[{"id":"W1652116773","doi":"10.4000/rfsic.1651","title":"L’aca-fan : aspects méthodologiques, éthiques et pratiques","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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 Laval","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.36354309613972485,"score_gpt":0.4091953142811431,"score_spread":0.04565221814141823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1652116773","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":[0.021160966,0.010270897,0.27142656,0.02038054,0.0002646883,0.0004485114,0.00002087928,0.00041440778,0.67561257],"genre_scores_gemma":[0.743084,0.005056605,0.24449027,0.006227,0.00006541704,0.000038289407,0.000064174055,0.000011443617,0.0009627657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942991,0.003636641,0.0007142753,0.00027306788,0.00047449747,0.000602416],"domain_scores_gemma":[0.99576443,0.0013594881,0.00059077,0.00092013826,0.00089720765,0.0004679472],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010933665,0.00031780143,0.00031400955,0.00024272462,0.00078005285,0.005262238,0.0018373851,0.00037813743,0.000032098822],"category_scores_gemma":[0.0035507758,0.00028027775,0.00012325263,0.0010359418,0.002175627,0.02657881,0.0006140828,0.0006637394,0.00012897693],"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":[0.000010644786,0.00009442612,0.00038877694,0.000101804704,0.000010551752,0.000007423528,0.08074445,0.0024830415,0.00006107009,0.89435905,0.007354496,0.014384244],"study_design_scores_gemma":[0.0005850308,0.00060821,0.008741942,0.001124966,0.000031490512,0.0015302551,0.0025373802,0.13174966,0.0015568379,0.44636512,0.40446544,0.0007036595],"about_ca_topic_score_codex":0.0053203795,"about_ca_topic_score_gemma":0.0015534614,"teacher_disagreement_score":0.72192305,"about_ca_system_score_codex":0.00050875754,"about_ca_system_score_gemma":0.0020872531,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W1837448860","doi":"10.4000/rfsic.1519","title":"Le paradigme des publics dans la muséologie des années 1990","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art; Political science","score_opus":0.09693817772889263,"score_gpt":0.30601199052153044,"score_spread":0.20907381279263781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1837448860","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":[0.32300135,0.008513646,0.0030920936,0.0025053897,0.0001533148,0.00024087924,0.0000682671,0.00015972942,0.66226536],"genre_scores_gemma":[0.97716725,0.00682575,0.014106919,0.00046946784,0.000094520525,0.00004746808,0.00011492745,0.000014714841,0.0011590128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974034,0.0010295629,0.0005569436,0.0001637306,0.00027816664,0.00056822784],"domain_scores_gemma":[0.99795794,0.0005260023,0.00033211085,0.00052995555,0.00040475134,0.0002492093],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0043445313,0.00024361855,0.00023923459,0.00015739867,0.0041037495,0.002230242,0.0010855026,0.00023025634,0.00014844078],"category_scores_gemma":[0.0005872001,0.0002284987,0.00012294129,0.00035012953,0.011839927,0.0077847946,0.00022203673,0.00038717684,0.00011305096],"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":[0.000010215017,0.00009387508,0.0011922466,0.00021190122,0.000012865604,0.0000017668149,0.23430243,0.0015201833,0.000015800026,0.7470279,0.0014605981,0.014150254],"study_design_scores_gemma":[0.00043745578,0.0001460442,0.0063330624,0.0004800167,0.000036806818,0.00020119984,0.06868577,0.014507029,0.000051009938,0.06802253,0.84074306,0.0003560204],"about_ca_topic_score_codex":0.0143316,"about_ca_topic_score_gemma":0.011003552,"teacher_disagreement_score":0.83928245,"about_ca_system_score_codex":0.00031126614,"about_ca_system_score_gemma":0.0008812578,"threshold_uncertainty_score":0.9988055},"labels":[],"label_agreement":null},{"id":"W1839240788","doi":"10.4000/rfsic.1603","title":"Le charisme ne se délègue pas. Les difficultés de la captation de l’ethos d’exceptionnalité de Chávez par Maduro au Venezuela","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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 du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.08300617478074258,"score_gpt":0.3436955992340372,"score_spread":0.2606894244532946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1839240788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6668883,0.0063915504,0.061999515,0.008201393,0.0002490016,0.00040021853,0.00016129125,0.00016670815,0.25554204],"genre_scores_gemma":[0.9817012,0.004146633,0.011854404,0.0007701801,0.0005062593,0.00008400699,0.00027513926,0.000021552203,0.0006406122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963349,0.0018074411,0.00068306265,0.0002002968,0.0003657311,0.0006085494],"domain_scores_gemma":[0.9972948,0.00074222253,0.0005609142,0.00054827024,0.0005257931,0.0003279897],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007041074,0.000266987,0.00028862865,0.00028539172,0.0024841311,0.0013805665,0.00080172817,0.0003162083,0.00017692037],"category_scores_gemma":[0.001282932,0.00028407385,0.00018607418,0.00031622846,0.002721766,0.0017334418,0.00013510176,0.0005097703,0.000062765816],"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":[0.00002193939,0.00019668217,0.0052162306,0.00022002959,0.00004516826,0.000004446038,0.32717514,0.02950883,0.00007773485,0.62920535,0.0011061497,0.0072223186],"study_design_scores_gemma":[0.001238839,0.00014406483,0.030113367,0.00083668815,0.00040854636,0.00018262681,0.074401945,0.4131188,0.00024358003,0.06802164,0.4105461,0.0007438171],"about_ca_topic_score_codex":0.05684965,"about_ca_topic_score_gemma":0.004957804,"teacher_disagreement_score":0.5611837,"about_ca_system_score_codex":0.00078688405,"about_ca_system_score_gemma":0.0021065662,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W1878791319","doi":"10.4000/rfsic.1733","title":"Appropriations et rejets discursifs d’une marque dans un contexte de délocalisation et de déclinaison de marque","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Consumer Behavior in Brand Consumption and Identification","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","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0569446725753808,"score_gpt":0.32935485440533774,"score_spread":0.2724101818299569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1878791319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64918286,0.0032443411,0.26583183,0.028559893,0.000493083,0.0011371563,0.00006766465,0.00036010423,0.051123075],"genre_scores_gemma":[0.97364765,0.0031033754,0.01833376,0.0030757785,0.00010337953,0.0002671136,0.00065128965,0.00003292445,0.0007847513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99597806,0.0016312741,0.0009604634,0.00031819055,0.00047207897,0.0006399156],"domain_scores_gemma":[0.99661773,0.00062453817,0.00096362585,0.0008697363,0.00076167553,0.0001626961],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0131119285,0.00033637692,0.00029951392,0.00045599733,0.0014852879,0.0022623842,0.0011120621,0.00039353123,0.0002154067],"category_scores_gemma":[0.0019060094,0.00038607142,0.00016870999,0.0013198085,0.0013299565,0.008791548,0.0002600826,0.0006734869,0.00035453483],"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":[0.00020785621,0.00093061494,0.20974745,0.001326127,0.00009085225,0.000007558302,0.12034123,0.02184318,0.0015153452,0.4703187,0.011126509,0.16254456],"study_design_scores_gemma":[0.001999359,0.000031972562,0.50021255,0.0011624518,0.00036238373,0.00019523979,0.008276033,0.2696614,0.00023640474,0.02976478,0.18732747,0.0007699846],"about_ca_topic_score_codex":0.014894573,"about_ca_topic_score_gemma":0.0037604915,"teacher_disagreement_score":0.44055393,"about_ca_system_score_codex":0.0010012223,"about_ca_system_score_gemma":0.0013374845,"threshold_uncertainty_score":0.9998591},"labels":[],"label_agreement":null},{"id":"W1965400686","doi":"10.4000/rfsic.1230","title":"La sociologie des usages, et après ?","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":62,"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; Philosophy","score_opus":0.46526112279968557,"score_gpt":0.4958396916597608,"score_spread":0.030578568860075206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965400686","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":[0.28831738,0.014302428,0.02175493,0.03272013,0.0007862669,0.0004561025,0.000040152932,0.00024736993,0.64137524],"genre_scores_gemma":[0.89360774,0.019630998,0.08369433,0.0018278369,0.00025415822,0.000092436814,0.00012423666,0.000012893897,0.00075534877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890924,0.009098538,0.00059457374,0.00021425342,0.00040889427,0.0005913514],"domain_scores_gemma":[0.9915798,0.006609235,0.0005037818,0.00045527512,0.00056255294,0.00028936155],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.036913007,0.00022568296,0.0002498531,0.00019874658,0.00238586,0.00054437196,0.0012975733,0.0005328027,0.000104237064],"category_scores_gemma":[0.006954036,0.0002467412,0.00012267519,0.0010089802,0.018563155,0.0046140226,0.0001540273,0.00070829043,0.00017320813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039309675,0.00009040214,0.012765708,0.000085715605,0.000016017844,3.6427653e-7,0.34938473,0.002280547,0.000006864256,0.6131057,0.0023148474,0.019945156],"study_design_scores_gemma":[0.00055876723,0.00011622398,0.037008844,0.00050858635,0.000059556063,0.00009963034,0.2113209,0.007237678,0.000011970698,0.2207928,0.52182657,0.00045847465],"about_ca_topic_score_codex":0.0033090543,"about_ca_topic_score_gemma":0.0005987109,"teacher_disagreement_score":0.6406199,"about_ca_system_score_codex":0.00077721523,"about_ca_system_score_gemma":0.0028720123,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W1979558100","doi":"10.4000/rfsic.280","title":"Diversité et dynamique du progrès","year":2013,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.034047699675129564,"score_gpt":0.29044487354099846,"score_spread":0.2563971738658689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979558100","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":[0.115143105,0.018237738,0.010929742,0.030848198,0.00044922548,0.00090486225,0.00002525046,0.00021460782,0.82324725],"genre_scores_gemma":[0.9543491,0.024024952,0.017575242,0.002085961,0.000092640395,0.00012956484,0.000033135973,0.000009004108,0.0017003949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965751,0.0019034158,0.000431403,0.00015775026,0.00039687887,0.0005354366],"domain_scores_gemma":[0.9977303,0.00097252213,0.000367164,0.00033627823,0.00039860312,0.00019510751],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0047212862,0.00019726894,0.00022731567,0.00013772251,0.00335506,0.00091283506,0.001100768,0.00028476995,0.00048552407],"category_scores_gemma":[0.0008580327,0.0002118217,0.00013617278,0.0010351209,0.006096694,0.005946081,0.0002829926,0.00042259973,0.00043352644],"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":[0.0000028388342,0.0000956082,0.007566383,0.00010874026,0.000023386257,7.1399256e-7,0.25468016,0.00082408387,0.0000067029337,0.6897393,0.010305547,0.03664655],"study_design_scores_gemma":[0.0004834163,0.00011847419,0.08129669,0.00050729164,0.000059919636,0.000029449135,0.021896,0.052719567,0.00001073895,0.094365634,0.7479919,0.0005209299],"about_ca_topic_score_codex":0.05259706,"about_ca_topic_score_gemma":0.0051329657,"teacher_disagreement_score":0.839206,"about_ca_system_score_codex":0.00085778366,"about_ca_system_score_gemma":0.0005459787,"threshold_uncertainty_score":0.99794245},"labels":[],"label_agreement":null},{"id":"W1990044540","doi":"10.4000/rfsic.388","title":"La revue Communication","year":2013,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","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":"Humanities; Political science; Art","score_opus":0.1356855503001756,"score_gpt":0.3343593286238938,"score_spread":0.1986737783237182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990044540","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":[0.06563242,0.014424681,0.084908046,0.027312793,0.00022034511,0.00076778955,0.000020671549,0.0003036696,0.8064096],"genre_scores_gemma":[0.8932812,0.006958433,0.09502024,0.0022410161,0.000041806958,0.0000960089,0.000075681986,0.000012979374,0.0022725803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961581,0.0019151804,0.0007673554,0.0002395427,0.00033149665,0.00058832194],"domain_scores_gemma":[0.995249,0.0016608124,0.00058821635,0.001569305,0.0006083779,0.0003243258],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.0040136697,0.0002933816,0.00027574218,0.00024827043,0.0015572588,0.006633886,0.002667127,0.00036353324,0.00022107085],"category_scores_gemma":[0.00093164947,0.00028171059,0.0001523941,0.0012811996,0.0030398166,0.028762052,0.0007344712,0.0006806216,0.00074052275],"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":[0.000004585254,0.00014572647,0.00056137354,0.0002603122,0.000016479285,0.0000026466985,0.07652973,0.0049017454,0.00015746268,0.8094982,0.012155701,0.09576607],"study_design_scores_gemma":[0.00053123856,0.00013031365,0.034360595,0.0016714232,0.000033184093,0.0015131366,0.0018613782,0.37550828,0.00021644893,0.12957224,0.45399272,0.00060901674],"about_ca_topic_score_codex":0.009570157,"about_ca_topic_score_gemma":0.00044519207,"teacher_disagreement_score":0.8276488,"about_ca_system_score_codex":0.00037000873,"about_ca_system_score_gemma":0.000508486,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W2002008932","doi":"10.4000/rfsic.1342","title":"Le temps dans une herméneutique du discours sanitaire","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"Humanities; Philosophy; Political science","score_opus":0.04094816957072576,"score_gpt":0.3129606911692849,"score_spread":0.2720125215985591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002008932","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":[0.056135792,0.005377437,0.008249182,0.02193505,0.00025025694,0.00021898332,0.000090469766,0.00008927341,0.90765357],"genre_scores_gemma":[0.99067515,0.0034051894,0.003436736,0.0006908379,0.0003276164,0.00003449319,0.00015258888,0.000015312122,0.00126207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978895,0.00071461924,0.0005531595,0.00015175078,0.0003123379,0.00037862672],"domain_scores_gemma":[0.9979555,0.0003506323,0.00040127776,0.00058255147,0.00048218312,0.00022783515],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0033686035,0.00020985884,0.00024089332,0.00020775857,0.0024229833,0.0013708078,0.0008747154,0.00015353407,0.0001312269],"category_scores_gemma":[0.00059369433,0.00021443822,0.00014333797,0.00034812072,0.004092775,0.0026356792,0.00016200558,0.00032871557,0.00011705366],"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":[0.000007923922,0.00011462646,0.0015031592,0.00009241711,0.000025961537,0.0000027085218,0.14543474,0.008450065,0.0000037661052,0.8402628,0.002264945,0.001836949],"study_design_scores_gemma":[0.0005724889,0.00010369372,0.0024361277,0.0004919346,0.00017505504,0.00009422437,0.096290745,0.088487215,0.00003525137,0.10324127,0.70764166,0.0004303541],"about_ca_topic_score_codex":0.04078495,"about_ca_topic_score_gemma":0.01486263,"teacher_disagreement_score":0.9345394,"about_ca_system_score_codex":0.00025529103,"about_ca_system_score_gemma":0.0013017621,"threshold_uncertainty_score":0.99966586},"labels":[],"label_agreement":null},{"id":"W2019567273","doi":"10.4000/rfsic.1135","title":"Recherches sur le journalisme. Un savoir dispersé en voie de structuration","year":2014,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Humanities; Political science; Philosophy","score_opus":0.2393140016319388,"score_gpt":0.34808743228226535,"score_spread":0.10877343065032655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019567273","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":[0.2006062,0.005461274,0.6060013,0.025532909,0.0003166124,0.00035913676,0.00001901684,0.00019625199,0.16150728],"genre_scores_gemma":[0.8963058,0.0023750856,0.09885931,0.0016699712,0.00009120022,0.000014040194,0.000040311537,0.000010035507,0.000634272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958767,0.0023662602,0.0006354751,0.00021177834,0.00036081535,0.0005489273],"domain_scores_gemma":[0.9962228,0.0018107427,0.0005182704,0.0007319025,0.00041390755,0.0003023563],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0067227264,0.00025611132,0.00024319725,0.00019903183,0.0014624491,0.0044143214,0.0016419681,0.0003159769,0.00003699733],"category_scores_gemma":[0.0026562444,0.00023172145,0.00013703918,0.00090427144,0.0013183517,0.019039461,0.00031064686,0.00059826096,0.00005576048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115264065,0.00008278513,0.0007329214,0.0001494757,0.000017372715,0.0000019973183,0.10153352,0.020056074,0.0008055445,0.7496527,0.001922662,0.12503347],"study_design_scores_gemma":[0.00056836597,0.00013926272,0.039538205,0.0005525206,0.000029538525,0.0009923179,0.00094393065,0.6430502,0.0017302033,0.18521917,0.12679994,0.00043635126],"about_ca_topic_score_codex":0.006250741,"about_ca_topic_score_gemma":0.0008116343,"teacher_disagreement_score":0.6956996,"about_ca_system_score_codex":0.0006998653,"about_ca_system_score_gemma":0.001200145,"threshold_uncertainty_score":0.9998375},"labels":[],"label_agreement":null},{"id":"W2056841382","doi":"10.4000/rfsic.915","title":"Perspectives critiques sur la communication pour le développement","year":2014,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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; Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.14304573950383517,"score_gpt":0.4392498119144959,"score_spread":0.2962040724106607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056841382","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":[0.123487875,0.013398335,0.07857428,0.18515155,0.0003505269,0.00056852103,0.000024063957,0.00025778025,0.5981871],"genre_scores_gemma":[0.8300066,0.027028708,0.14052325,0.0011897716,0.00021435857,0.00011846014,0.00009414827,0.000014848736,0.00080984697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98847216,0.0097625125,0.0006494933,0.00023933499,0.00037630886,0.0005001867],"domain_scores_gemma":[0.98943305,0.008334061,0.00056230027,0.0006826978,0.0008122901,0.00017557367],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.024578942,0.0002367363,0.00026185744,0.00023591763,0.003658101,0.00062812254,0.001436667,0.00036939193,0.00013361232],"category_scores_gemma":[0.0050523207,0.00028267712,0.00013799754,0.000804731,0.009582723,0.003945301,0.0001535557,0.0005823756,0.00007852489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030161711,0.00015766632,0.002119084,0.000087190914,0.000016894852,6.164027e-8,0.28930983,0.00078200595,0.00002020987,0.69244313,0.0026786805,0.012382255],"study_design_scores_gemma":[0.0007957366,0.00008775089,0.046443578,0.0010376136,0.0000723041,0.00005756394,0.30039603,0.03344497,0.000069351736,0.21616557,0.40080363,0.00062589854],"about_ca_topic_score_codex":0.006431075,"about_ca_topic_score_gemma":0.0007473989,"teacher_disagreement_score":0.7065187,"about_ca_system_score_codex":0.00056457485,"about_ca_system_score_gemma":0.0019833473,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W2078045480","doi":"10.4000/rfsic.639","title":"L’économie numérique : la réalité derrière le miracle des NTIC","year":2013,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Business Strategy and Innovation","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026823894784014604,"score_gpt":0.26598757175104315,"score_spread":0.23916367696702856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078045480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5187861,0.0048914733,0.039402287,0.029360477,0.00025346712,0.00074193964,0.000007925725,0.00023916028,0.4063172],"genre_scores_gemma":[0.9795199,0.0014601744,0.01576053,0.0022930203,0.00011676255,0.00013233807,0.00012919579,0.00002017759,0.00056787865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980559,0.00036202045,0.0007114084,0.0001941244,0.0001904832,0.0004860889],"domain_scores_gemma":[0.9975357,0.00047762902,0.0006363697,0.0005420402,0.00076504314,0.000043228094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003677906,0.0002577023,0.00023297154,0.00039404948,0.0018390877,0.0028264963,0.0009073359,0.00033295993,0.0004793314],"category_scores_gemma":[0.0006829456,0.00028592348,0.000096510754,0.0015180233,0.0023885856,0.023441019,0.00022719006,0.0004390316,0.0007199262],"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":[0.000013583285,0.00019206794,0.020492688,0.0015258318,0.000023804942,0.0000011579679,0.0058127856,0.008858844,0.00020300392,0.90388775,0.0033999188,0.055588577],"study_design_scores_gemma":[0.00090480037,0.000027627677,0.17450549,0.0015311433,0.00004736516,0.000119371165,0.00478477,0.31719655,0.00015563854,0.17973733,0.32032862,0.00066129596],"about_ca_topic_score_codex":0.014074601,"about_ca_topic_score_gemma":0.0006931935,"teacher_disagreement_score":0.7241504,"about_ca_system_score_codex":0.000219118,"about_ca_system_score_gemma":0.00048044926,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W2079041346","doi":"10.4000/rfsic.955","title":"Communication internationale et développement en Afrique : postcolonialité et perspectives critiques","year":2014,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"African history and culture studies","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 du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028439079400066115,"score_gpt":0.3517174000326441,"score_spread":0.323278320632578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079041346","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":[0.053326186,0.013439046,0.034833588,0.2080572,0.00021770467,0.0006334048,0.000051637846,0.00022474765,0.6892165],"genre_scores_gemma":[0.922538,0.032296408,0.04119146,0.0027204233,0.000065199216,0.00014602704,0.00007338872,0.000012181894,0.0009569563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99065244,0.0076951827,0.000581698,0.00021884173,0.0004608105,0.00039102006],"domain_scores_gemma":[0.9958848,0.0022717256,0.00053109915,0.00056395744,0.00061630097,0.00013215696],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013132028,0.00024129477,0.00026753842,0.00019369049,0.0026580864,0.0005136123,0.0014066064,0.00025449728,0.000210039],"category_scores_gemma":[0.0022252002,0.00026186436,0.00013771621,0.000670044,0.0045115203,0.00413863,0.00031643527,0.0006014351,0.00007573757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008612695,0.00009282426,0.0007609873,0.000053556083,0.000018368592,1.5947408e-7,0.41804582,0.0006246889,0.000017413255,0.57525307,0.0014159118,0.00370858],"study_design_scores_gemma":[0.0004348868,0.00015346288,0.024913363,0.0007636759,0.000059496546,0.000034886096,0.109503575,0.006143962,0.000039129292,0.112990715,0.74450713,0.00045570277],"about_ca_topic_score_codex":0.0036534572,"about_ca_topic_score_gemma":0.006046427,"teacher_disagreement_score":0.8692118,"about_ca_system_score_codex":0.0011275772,"about_ca_system_score_gemma":0.0006337217,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W2519213392","doi":"10.4000/rfsic.2083","title":"Trajectoire organisationnelle et pouvoir - Étude d’un cas d’ingénierie de formation universitaire","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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 du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09585952664550242,"score_gpt":0.37987292925510596,"score_spread":0.28401340260960356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519213392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62919086,0.0020750621,0.1465403,0.09391071,0.0009459556,0.0005934021,0.000076918055,0.0002879902,0.12637883],"genre_scores_gemma":[0.947667,0.011372165,0.03884748,0.0012333532,0.00024250647,0.000050138096,0.00010278835,0.000017281034,0.0004672693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99421126,0.0039027475,0.0006232571,0.0002241224,0.00039822378,0.00064038095],"domain_scores_gemma":[0.99352807,0.004688355,0.0006360399,0.00045396038,0.00045753078,0.00023604173],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012768776,0.00024752022,0.0002312524,0.000262451,0.0037816132,0.00035062566,0.0010579261,0.00041972092,0.00044602522],"category_scores_gemma":[0.002701127,0.00024818737,0.00013445168,0.001110368,0.0053538983,0.0075507862,0.00011047354,0.00037639134,0.00013132083],"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":[0.000007809641,0.000099911995,0.0045447275,0.0001147047,0.000025276,6.5825685e-7,0.40311903,0.0010527568,0.00019142679,0.5566599,0.0013223119,0.032861486],"study_design_scores_gemma":[0.0021372316,0.0003074765,0.07433054,0.002076765,0.0002162508,0.00032608773,0.46404168,0.018215721,0.00058100297,0.13566925,0.30082306,0.0012749523],"about_ca_topic_score_codex":0.0013719689,"about_ca_topic_score_gemma":0.0008953486,"teacher_disagreement_score":0.42099065,"about_ca_system_score_codex":0.0014217627,"about_ca_system_score_gemma":0.0018399176,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2519413665","doi":"10.4000/rfsic.2027","title":"La communication organisationnelle vue par ses acteurs : entre identité professionnelle et identité discursive","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Humanities; Sociology; Political science; Philosophy","score_opus":0.025957888433893326,"score_gpt":0.3079509790344995,"score_spread":0.2819930906006061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519413665","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":[0.36868796,0.011781577,0.022443697,0.027264643,0.000565816,0.0008302454,0.000363061,0.0002358034,0.56782717],"genre_scores_gemma":[0.96710736,0.023997027,0.003762384,0.0006166482,0.00016400275,0.00007686628,0.00023105748,0.000026455018,0.004018219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955559,0.0024541938,0.0008464594,0.00024324827,0.00044637616,0.0004538639],"domain_scores_gemma":[0.9952664,0.001976753,0.00086065335,0.0010263639,0.0006942589,0.0001756103],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0046444344,0.00030504476,0.00032044522,0.00035128294,0.0035953932,0.0016799844,0.0013691692,0.0002569257,0.002344634],"category_scores_gemma":[0.001325872,0.00025118914,0.00020269,0.0003750248,0.003769396,0.0047240816,0.00042759656,0.00042573872,0.00034972932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015229948,0.00021146028,0.003240847,0.00019641167,0.00006548486,0.0000021987792,0.16521199,0.0006431587,0.00010898443,0.8219035,0.003888284,0.004512428],"study_design_scores_gemma":[0.0019070035,0.00013715564,0.01836615,0.0054152785,0.0006903136,0.00012945903,0.13897136,0.01594909,0.0006063934,0.22415178,0.5924619,0.0012141374],"about_ca_topic_score_codex":0.00595782,"about_ca_topic_score_gemma":0.004631581,"teacher_disagreement_score":0.59841937,"about_ca_system_score_codex":0.00032529156,"about_ca_system_score_gemma":0.00058463024,"threshold_uncertainty_score":0.99999404},"labels":[],"label_agreement":null},{"id":"W2519514508","doi":"10.4000/rfsic.2036","title":"La défense de l’énergie nucléaire comme pratique discursive : analyse sémio-rhétorique","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"Humanities; Political science; Art","score_opus":0.046268854015460215,"score_gpt":0.33614323512318883,"score_spread":0.2898743811077286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519514508","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":[0.17255531,0.010081398,0.04712089,0.03713863,0.00035448684,0.00052717933,0.0004245937,0.00020177088,0.73159575],"genre_scores_gemma":[0.9760222,0.01387755,0.0061426032,0.0010961444,0.00032710237,0.00006535194,0.00008774521,0.000020762725,0.0023605449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962497,0.0019656338,0.00072210084,0.00020957191,0.00030434222,0.0005486563],"domain_scores_gemma":[0.99591875,0.0018763475,0.0006324946,0.0008019841,0.0005279218,0.00024248447],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005046373,0.00029077166,0.00033681808,0.00034114576,0.002137835,0.0012731164,0.0010137164,0.00029270098,0.0007817225],"category_scores_gemma":[0.0014719702,0.00023317551,0.0002511641,0.00034061488,0.004237902,0.0026869397,0.00019666349,0.0004327189,0.0001226914],"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":[0.000019590825,0.00014690611,0.0025197486,0.00016422984,0.00007895011,0.0000070419865,0.10052561,0.0017590097,0.000050993534,0.8825794,0.0037846786,0.008363835],"study_design_scores_gemma":[0.0008593823,0.00015158944,0.0057507837,0.0018329533,0.00044158738,0.00014048698,0.021787511,0.049894422,0.0002213456,0.09388212,0.8243172,0.00072058034],"about_ca_topic_score_codex":0.0076451926,"about_ca_topic_score_gemma":0.0048481924,"teacher_disagreement_score":0.82053256,"about_ca_system_score_codex":0.0005913579,"about_ca_system_score_gemma":0.0010059667,"threshold_uncertainty_score":0.99976367},"labels":[],"label_agreement":null},{"id":"W2519904699","doi":"10.4000/rfsic.2208","title":"Le cinéma comme forme de communication floue","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Humanities; Philosophy; Psychology","score_opus":0.17794243384487216,"score_gpt":0.3446074039620238,"score_spread":0.16666497011715162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519904699","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":[0.039924238,0.0074764676,0.40725955,0.06395454,0.00019017815,0.0005096404,0.000051078146,0.00029193863,0.48034236],"genre_scores_gemma":[0.92108524,0.0074438825,0.06659779,0.0032309936,0.000041909578,0.00005139415,0.00004612346,0.0000142387,0.0014884158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996431,0.0014035582,0.0007768506,0.00024065626,0.00037428376,0.000773685],"domain_scores_gemma":[0.9953099,0.0016378383,0.00059492426,0.0016023641,0.0004877167,0.0003672697],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.004658932,0.00030021236,0.0002891829,0.0002455197,0.0020654255,0.0029213591,0.0028764012,0.0003156573,0.00006440758],"category_scores_gemma":[0.0010200823,0.00024428908,0.00016873075,0.0010235552,0.0029616128,0.02336441,0.00077749224,0.00040415605,0.00023527302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013149466,0.000131499,0.00063318864,0.00010740753,0.000015067463,0.0000021439043,0.037582368,0.0011862336,0.0004926962,0.8855434,0.0047557848,0.069537036],"study_design_scores_gemma":[0.0013583342,0.00022501194,0.020166803,0.0021338959,0.00003699735,0.0013105803,0.0012172732,0.1311372,0.001564849,0.20774789,0.6323765,0.00072465756],"about_ca_topic_score_codex":0.005711783,"about_ca_topic_score_gemma":0.0014397176,"teacher_disagreement_score":0.88116103,"about_ca_system_score_codex":0.00053216063,"about_ca_system_score_gemma":0.0014060755,"threshold_uncertainty_score":0.99975175},"labels":[],"label_agreement":null},{"id":"W2520177752","doi":"10.4000/rfsic.2065","title":"Matérialité, communication et organisation : La vidéo-filature d’une idée","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Diverse multidisciplinary academic research","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":"Institute on Governance","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.0619229437729178,"score_gpt":0.3890589771593355,"score_spread":0.3271360333864177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520177752","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":[0.15645888,0.0044150744,0.024210282,0.17648326,0.0003879026,0.001267215,0.00016242207,0.0003782875,0.63623667],"genre_scores_gemma":[0.91691333,0.048716675,0.02953274,0.0009020724,0.000102276594,0.00010404644,0.00011796882,0.000028328815,0.003582566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877982,0.009209138,0.0009066138,0.00032890154,0.0009795785,0.00077753817],"domain_scores_gemma":[0.9919047,0.0052501177,0.00081132434,0.001243001,0.00047812168,0.00031275942],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.022824787,0.00032196872,0.00033211146,0.00037972556,0.0031781222,0.0010113232,0.0029039052,0.0008312801,0.00076910644],"category_scores_gemma":[0.002527626,0.0002952529,0.0001639056,0.0019218918,0.008504063,0.010706051,0.00075056276,0.0010493452,0.0007403627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049545575,0.00015042059,0.004581494,0.00017773327,0.000030181372,0.0000018286902,0.18644516,0.0010702227,0.0007416721,0.746761,0.007060677,0.05293006],"study_design_scores_gemma":[0.0015109738,0.000118301934,0.03378219,0.0021830716,0.00008702585,0.00014209874,0.0210103,0.014190117,0.00031025286,0.11402963,0.8119104,0.00072561903],"about_ca_topic_score_codex":0.0043866485,"about_ca_topic_score_gemma":0.0009979284,"teacher_disagreement_score":0.80484974,"about_ca_system_score_codex":0.0011207414,"about_ca_system_score_gemma":0.0014290335,"threshold_uncertainty_score":0.99994993},"labels":[],"label_agreement":null},{"id":"W2520275205","doi":"10.4000/rfsic.2078","title":"Retour sur le concept de transaction","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.15254559555750255,"score_gpt":0.3228822634616679,"score_spread":0.17033666790416532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520275205","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":[0.04696094,0.0050689736,0.7122961,0.027137823,0.0002661172,0.00030824234,0.000034814537,0.000207265,0.2077197],"genre_scores_gemma":[0.9592142,0.003551035,0.032061845,0.0014836327,0.00005293039,0.00002226074,0.000014027712,0.000008970417,0.003591099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756914,0.00082091475,0.00053077226,0.00020609463,0.00030462325,0.00056843774],"domain_scores_gemma":[0.997456,0.0008576077,0.00036776747,0.0006796495,0.00036392335,0.00027506304],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0026249897,0.00021778127,0.0002041328,0.00015993357,0.0010747781,0.0020697727,0.0012711559,0.00024389627,0.000082386345],"category_scores_gemma":[0.00059197855,0.00017052301,0.00013737695,0.0008303993,0.002037806,0.022500057,0.00013707699,0.00026255343,0.00011308216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017115544,0.00013184568,0.00029320698,0.000110966714,0.000016083188,0.000004673048,0.06598333,0.0046121106,0.0014801176,0.746921,0.0041005556,0.17632902],"study_design_scores_gemma":[0.0019556526,0.00033614566,0.017037103,0.0021444901,0.00004746948,0.0019246002,0.0015081409,0.24865992,0.008239827,0.14618792,0.5710649,0.00089381967],"about_ca_topic_score_codex":0.004722349,"about_ca_topic_score_gemma":0.00045700456,"teacher_disagreement_score":0.91225326,"about_ca_system_score_codex":0.0004721267,"about_ca_system_score_gemma":0.0011804245,"threshold_uncertainty_score":0.99896616},"labels":[],"label_agreement":null},{"id":"W2530443304","doi":"","title":"Tendances contemporaines en communication organisationnelle. 01 septembre 2016","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Healthcare Systems and 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":"Humanities; Sociology; Art","score_opus":0.081175372877228,"score_gpt":0.42994208901147113,"score_spread":0.34876671613424315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530443304","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":[0.075063884,0.05075037,0.06374056,0.3083777,0.0013309097,0.0031271498,0.0003927207,0.00055550487,0.49666122],"genre_scores_gemma":[0.9126506,0.04798159,0.029793192,0.0025065725,0.00021500514,0.00024221002,0.00010427892,0.00003406769,0.00647251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9770227,0.019730909,0.0016830473,0.0002902746,0.0004728276,0.0008002247],"domain_scores_gemma":[0.97929794,0.01622472,0.0018714437,0.0014534727,0.0008067531,0.000345677],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.027213182,0.00035197337,0.00046686083,0.00035327248,0.004235272,0.00038059178,0.0016483715,0.0008395948,0.0014537496],"category_scores_gemma":[0.006391779,0.00028485293,0.00013659179,0.0009207064,0.0026828258,0.008915335,0.00037834953,0.0010503526,0.0012553432],"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":[0.00010462118,0.00020856032,0.019461652,0.0033942785,0.00007993763,0.0000024270646,0.31025374,0.00029864052,0.0004497857,0.44620293,0.051592194,0.16795123],"study_design_scores_gemma":[0.0011327595,0.00012630441,0.016966617,0.0085235955,0.000050811446,0.00012965106,0.022866106,0.0041463776,0.000066340624,0.021381428,0.92416847,0.00044154745],"about_ca_topic_score_codex":0.007997801,"about_ca_topic_score_gemma":0.0021672205,"teacher_disagreement_score":0.8725763,"about_ca_system_score_codex":0.0009848224,"about_ca_system_score_gemma":0.0031682746,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W2580652393","doi":"10.4000/rfsic.2724","title":"Le film choral, entre interactivité et hypertextualité","year":2017,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Université de Montréal","funders":"","keywords":"Art; Choir; Humanities; Visual arts","score_opus":0.17959234887139142,"score_gpt":0.372098873476135,"score_spread":0.1925065246047436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580652393","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":[0.06765304,0.0035538417,0.057974167,0.034138106,0.0003931791,0.00033925477,0.000039044127,0.00014167915,0.8357677],"genre_scores_gemma":[0.97139025,0.0025020493,0.020926423,0.002967358,0.000043533117,0.000022855602,0.00004195718,0.000008951593,0.002096604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976674,0.0007679239,0.0005111287,0.00023516917,0.00032367435,0.0004947584],"domain_scores_gemma":[0.9964793,0.0007074881,0.00073413417,0.0015062569,0.00032062523,0.0002522203],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0025932472,0.00024913455,0.00025302632,0.00014753244,0.0030000263,0.011425855,0.0027909332,0.00019765337,0.000069488815],"category_scores_gemma":[0.0013561979,0.00023055445,0.00014779618,0.00032611712,0.0023517944,0.039878253,0.00087249285,0.00046745155,0.0001984273],"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":[0.000010512201,0.0001531651,0.00044944012,0.00010727745,0.000015721791,0.0000061292694,0.054354765,0.0030272957,0.00015505461,0.8725824,0.0045250845,0.06461316],"study_design_scores_gemma":[0.00067879615,0.00014006304,0.025820196,0.001155844,0.00002444509,0.0008977477,0.0015918553,0.33256504,0.0006637809,0.044295292,0.59163815,0.00052877644],"about_ca_topic_score_codex":0.0111991605,"about_ca_topic_score_gemma":0.0016785946,"teacher_disagreement_score":0.90373725,"about_ca_system_score_codex":0.00017096542,"about_ca_system_score_gemma":0.0009737848,"threshold_uncertainty_score":0.9982979},"labels":[],"label_agreement":null},{"id":"W2581938116","doi":"10.4000/rfsic.2672","title":"Interactivité, resémantisation, et plaisirs de la primauté ontologique : les œuvres de fans comme centre du récit","year":2017,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Comics and Graphic Narratives","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":"Social Sciences and Humanities Research Council","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.05000760657249767,"score_gpt":0.3331314053217638,"score_spread":0.2831237987492661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581938116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68999946,0.0027229749,0.011330216,0.03343178,0.00020491345,0.00040220382,0.0001387803,0.000105609826,0.2616641],"genre_scores_gemma":[0.9813728,0.009503148,0.0075123804,0.0008092163,0.00009070201,0.0000457839,0.00008159822,0.000015725042,0.0005686735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996337,0.0022350557,0.0005624911,0.00019081461,0.00021485685,0.0004598145],"domain_scores_gemma":[0.9956447,0.0022374187,0.0008485485,0.0008609337,0.00027245466,0.00013598171],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0059803636,0.00026205933,0.00028056276,0.00026165292,0.005533489,0.0032396025,0.001523171,0.00028831273,0.00023239301],"category_scores_gemma":[0.0014554615,0.00027020002,0.00015545961,0.000109655084,0.005173266,0.00440498,0.0002949729,0.00076343823,0.000020878424],"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":[0.000032557233,0.00013347737,0.026327495,0.00014977483,0.000031396496,0.000003024086,0.2672689,0.0010414022,0.000054242308,0.690936,0.0018532211,0.012168472],"study_design_scores_gemma":[0.0009537011,0.00013099276,0.17657703,0.0015683782,0.00008444433,0.0002496605,0.027505,0.075584285,0.00032514872,0.10939935,0.60702217,0.0005998218],"about_ca_topic_score_codex":0.023033172,"about_ca_topic_score_gemma":0.021256974,"teacher_disagreement_score":0.60516894,"about_ca_system_score_codex":0.00033271604,"about_ca_system_score_gemma":0.00058941863,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W2582424460","doi":"10.4000/rfsic.2787","title":"Convergence : comment le travail des journalistes gravite autour des professionnels de la communication","year":2017,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.057403447561402685,"score_gpt":0.34939680148199187,"score_spread":0.29199335392058917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582424460","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":[0.36923566,0.027340714,0.0202484,0.017354356,0.00034767154,0.00062481017,0.00018118223,0.0001526242,0.5645146],"genre_scores_gemma":[0.9465812,0.032627225,0.018108292,0.000697449,0.00013622064,0.000065270295,0.000088017456,0.000019042367,0.0016772929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957572,0.002377088,0.00080560305,0.00017892933,0.00034340954,0.0005377452],"domain_scores_gemma":[0.9953868,0.001172451,0.0011709455,0.0013476153,0.00068525533,0.00023692496],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.008926819,0.0002831879,0.0003323696,0.00023340475,0.01489333,0.004264385,0.0022302687,0.00022827122,0.0005254604],"category_scores_gemma":[0.0014961894,0.0002813969,0.00020964956,0.00015973188,0.013249711,0.0038820666,0.00040213476,0.0006227077,0.000054796477],"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":[0.000018937608,0.00027065797,0.011430593,0.00042824988,0.00006844601,0.0000025351844,0.19479905,0.002001685,0.000055061337,0.77292013,0.0020220818,0.01598256],"study_design_scores_gemma":[0.0014121893,0.00014199951,0.08171492,0.0050120256,0.00047262988,0.00017658749,0.055057816,0.18198755,0.00035949535,0.34918556,0.32356346,0.00091576687],"about_ca_topic_score_codex":0.034704227,"about_ca_topic_score_gemma":0.0057885284,"teacher_disagreement_score":0.5773455,"about_ca_system_score_codex":0.0003795003,"about_ca_system_score_gemma":0.00074479927,"threshold_uncertainty_score":0.9999638},"labels":[],"label_agreement":null},{"id":"W2756122849","doi":"10.4000/rfsic.2935","title":"Résister par-delà les franges : comment penser identité et individuation ?","year":2017,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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":"Concordia University; Montreal Police Service","funders":"","keywords":"Humanities; Philosophy; Individuation; Psychology; Psychoanalysis","score_opus":0.24872011078550438,"score_gpt":0.47355954621294216,"score_spread":0.22483943542743778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756122849","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":[0.326845,0.0044726324,0.015959864,0.20983462,0.0013320727,0.00075116643,0.00006899434,0.00014280826,0.44059283],"genre_scores_gemma":[0.95279205,0.012772142,0.02874649,0.004345199,0.00031299895,0.00013228746,0.0001675269,0.000014273402,0.0007170584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943095,0.0037804388,0.000656077,0.00023455017,0.000513087,0.00050636975],"domain_scores_gemma":[0.99468464,0.0027580264,0.0010819612,0.00085118884,0.00045396804,0.00017019473],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.020076584,0.000236704,0.00025531213,0.00020454504,0.00833101,0.0016463512,0.0018352581,0.00039925313,0.0002916433],"category_scores_gemma":[0.0029654307,0.0002675511,0.00014694672,0.00034525877,0.009347781,0.0064422097,0.00022655465,0.0005635673,0.00014066676],"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":[0.0000047363555,0.00012390636,0.049828682,0.00014148178,0.00003287603,3.0657534e-7,0.24686475,0.000660404,0.000014094195,0.6750801,0.0030092816,0.024239354],"study_design_scores_gemma":[0.00065502117,0.0000795249,0.3962956,0.00086917705,0.00011347777,0.000038417686,0.06312703,0.0067003607,0.000035994894,0.061856166,0.46971166,0.0005175599],"about_ca_topic_score_codex":0.008535567,"about_ca_topic_score_gemma":0.0027376767,"teacher_disagreement_score":0.625947,"about_ca_system_score_codex":0.00035942922,"about_ca_system_score_gemma":0.00078681787,"threshold_uncertainty_score":0.99997765},"labels":[],"label_agreement":null},{"id":"W2758294591","doi":"10.4000/rfsic.3292","title":"Le libre accès vu d’Afrique francophone subsaharienne","year":2017,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"African Studies and Ethnography","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":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03383491171885292,"score_gpt":0.3249797195686721,"score_spread":0.2911448078498192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758294591","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":[0.16057271,0.011908895,0.009485247,0.048526824,0.0006855974,0.00049287826,0.00005450864,0.00016860603,0.76810473],"genre_scores_gemma":[0.9598468,0.021731762,0.01629675,0.0009148245,0.00017088612,0.0000792297,0.000021971966,0.000015466048,0.00092228845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678355,0.0011773,0.0005995708,0.0002406791,0.00043429868,0.0007646026],"domain_scores_gemma":[0.99642813,0.00082202133,0.0009216469,0.0012336463,0.00032887666,0.000265689],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0066233315,0.000258491,0.00034070673,0.00019996468,0.014025402,0.0017217032,0.0030107433,0.0003945732,0.0001974996],"category_scores_gemma":[0.0010826071,0.00028894117,0.00022151697,0.001081934,0.013169126,0.008470379,0.00060630596,0.0006144482,0.00017171192],"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":[0.00002739668,0.0001622892,0.0103571275,0.00022956051,0.000049943756,0.0000027130197,0.35926402,0.0009356355,0.00004968145,0.5339684,0.009254057,0.08569917],"study_design_scores_gemma":[0.0006545329,0.00009103666,0.073997825,0.000583806,0.000039522776,0.000033538723,0.044991646,0.009571565,0.00005392214,0.031237941,0.8382517,0.000492965],"about_ca_topic_score_codex":0.02440871,"about_ca_topic_score_gemma":0.0063047274,"teacher_disagreement_score":0.8289977,"about_ca_system_score_codex":0.00022612768,"about_ca_system_score_gemma":0.0012938491,"threshold_uncertainty_score":0.99995625},"labels":[],"label_agreement":null},{"id":"W2788407791","doi":"10.4000/rfsic.3404","title":"L’image à l’épreuve de l’ironie","year":2018,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Concordia University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.05783293702521891,"score_gpt":0.34149692162011014,"score_spread":0.2836639845948912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788407791","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":[0.049906068,0.0050123674,0.015708677,0.004164215,0.0002502058,0.00018982019,0.000096900716,0.00009081076,0.92458093],"genre_scores_gemma":[0.9584089,0.0072764624,0.029541057,0.001437217,0.00076769246,0.000031173946,0.00009069921,0.000016156184,0.002430675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773026,0.0007753476,0.0005405265,0.00015792831,0.00026583023,0.0005300875],"domain_scores_gemma":[0.9976062,0.0006334352,0.0003925987,0.0006608728,0.0005326701,0.00017417816],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0046441923,0.00020735453,0.00021885088,0.00026289947,0.003178432,0.0017990541,0.0009535342,0.00022879444,0.0022614626],"category_scores_gemma":[0.000945446,0.00021542754,0.00015568604,0.00028561777,0.0067667523,0.00232653,0.00018305768,0.00044114242,0.0004989866],"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":[0.000010444546,0.00010060974,0.00073634146,0.00016976545,0.00003538896,0.0000018552525,0.13370718,0.0005395827,0.0000302426,0.85507524,0.0046972577,0.004896066],"study_design_scores_gemma":[0.00031761074,0.00012140676,0.0022555885,0.00043920497,0.00017806658,0.00005601896,0.009825216,0.20320739,0.000097256656,0.037254687,0.74591833,0.00032920085],"about_ca_topic_score_codex":0.008102159,"about_ca_topic_score_gemma":0.0021585862,"teacher_disagreement_score":0.92215025,"about_ca_system_score_codex":0.00031983585,"about_ca_system_score_gemma":0.00057560846,"threshold_uncertainty_score":0.9992372},"labels":[],"label_agreement":null},{"id":"W2789030867","doi":"10.4000/rfsic.3484","title":"Étudier les dispositifs de prévention au prisme de la communication affective","year":2018,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.09228105190954615,"score_gpt":0.43106974662983666,"score_spread":0.3387886947202905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789030867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5954081,0.0046928595,0.08256311,0.017313782,0.0004623741,0.000705726,0.000031722157,0.00019267484,0.29862967],"genre_scores_gemma":[0.9202809,0.009423331,0.06840108,0.0006258447,0.00046993853,0.00019035641,0.0001316393,0.000018346456,0.00045861021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9873402,0.010705282,0.00063396944,0.0002466681,0.0003717245,0.0007021152],"domain_scores_gemma":[0.9911428,0.0066281673,0.0007262659,0.00065867306,0.000622279,0.00022179134],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.027935913,0.0002570688,0.00025849653,0.00024956698,0.006013265,0.0005193977,0.0013275682,0.00058783684,0.00016150037],"category_scores_gemma":[0.003372315,0.00030106638,0.00016368764,0.0011516163,0.017280359,0.003374834,0.00017240745,0.0007154565,0.00008549218],"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":[0.000011412332,0.0001796382,0.029416407,0.00013360483,0.00003707682,1.9659234e-7,0.39516288,0.00059298676,0.00007830696,0.54781204,0.0007396765,0.025835749],"study_design_scores_gemma":[0.0010537436,0.0002742727,0.39816722,0.002138,0.0002534001,0.00017428161,0.16380791,0.0428721,0.00027282446,0.21504012,0.1750588,0.0008873186],"about_ca_topic_score_codex":0.010319443,"about_ca_topic_score_gemma":0.0032600537,"teacher_disagreement_score":0.36875084,"about_ca_system_score_codex":0.001870915,"about_ca_system_score_gemma":0.0021481528,"threshold_uncertainty_score":0.99994415},"labels":[],"label_agreement":null},{"id":"W2791864424","doi":"10.4000/rfsic.3479","title":"Les pratiques et les discours des relationnistes média au Québec : dans les marges de la transparence, la rigueur, la diligence et l’équité","year":2018,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"World Federation of Science Journalists; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.052692049179241085,"score_gpt":0.35342097805644734,"score_spread":0.30072892887720626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791864424","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":[0.27419996,0.006522549,0.03295019,0.0048577124,0.00007342714,0.00023702493,0.00016164655,0.00012912648,0.6808683],"genre_scores_gemma":[0.972151,0.013975351,0.011729507,0.000227878,0.00018840298,0.00006958322,0.000139886,0.000023269553,0.001495145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951908,0.0030144483,0.00073608494,0.00024280346,0.00035854848,0.00045731815],"domain_scores_gemma":[0.9950386,0.0032367674,0.00055498496,0.0005611674,0.00045212716,0.0001563011],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0063992226,0.0003283181,0.0003046799,0.00028951775,0.0044227196,0.0019890186,0.0009769202,0.00032693858,0.00035400162],"category_scores_gemma":[0.0012468001,0.00030924878,0.00018943987,0.000318793,0.011756263,0.0025716256,0.0001297733,0.0005918318,0.000023325989],"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":[0.000012751011,0.00012057764,0.04620501,0.00019820365,0.000037866314,0.0000017612236,0.26240653,0.0027522917,0.000021474558,0.6814562,0.00023382594,0.0065535177],"study_design_scores_gemma":[0.00059575425,0.00028055956,0.25213087,0.0027036883,0.00056995905,0.00013362458,0.078582086,0.07677584,0.00035279948,0.06927289,0.5175687,0.0010331826],"about_ca_topic_score_codex":0.20449127,"about_ca_topic_score_gemma":0.2806651,"teacher_disagreement_score":0.697951,"about_ca_system_score_codex":0.00033314235,"about_ca_system_score_gemma":0.001663347,"threshold_uncertainty_score":0.999936},"labels":[],"label_agreement":null},{"id":"W2912958624","doi":"10.4000/rfsic.4581","title":"La recherche interventionnelle en santé : divers engagements dans la production collaborative de connaissances","year":2018,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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 du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.3057439302762223,"score_gpt":0.5337315812383921,"score_spread":0.22798765096216983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912958624","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":[0.37070373,0.007975675,0.06524583,0.030815056,0.0013889063,0.0021861093,0.00013266681,0.0002499117,0.5213021],"genre_scores_gemma":[0.9394173,0.010752387,0.04719183,0.0005676911,0.00024644268,0.00020906804,0.000050680228,0.000017322156,0.0015472573],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.92985946,0.068079606,0.0009365276,0.00024699964,0.0003229558,0.000554471],"domain_scores_gemma":[0.98307186,0.014046368,0.001175462,0.00064072263,0.0008446619,0.0002208959],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.07039844,0.00023444503,0.00028442923,0.00026831523,0.0037784495,0.00037166922,0.0008735979,0.0008722833,0.0004667118],"category_scores_gemma":[0.017370528,0.00024218614,0.00008994564,0.0013366091,0.0033536458,0.00502355,0.00026677168,0.0019909763,0.0002592047],"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":[0.00008458859,0.00016101132,0.011109443,0.0017736033,0.00005646784,0.0000021927874,0.8269602,0.00046485398,0.00015591302,0.06990235,0.010145711,0.079183675],"study_design_scores_gemma":[0.0006333018,0.00025837577,0.026943885,0.00441962,0.000075063086,0.00012126588,0.24770537,0.011953219,0.00022709618,0.009418255,0.6979289,0.00031564065],"about_ca_topic_score_codex":0.0040263925,"about_ca_topic_score_gemma":0.003960625,"teacher_disagreement_score":0.6877832,"about_ca_system_score_codex":0.0014946057,"about_ca_system_score_gemma":0.0023567227,"threshold_uncertainty_score":0.99935865},"labels":[],"label_agreement":null},{"id":"W2946514933","doi":"10.4000/rfsic.5689","title":"La médiation patrimoniale à l’épreuve du « numérique » : médiation patrimoniale, médiation documentaire et médiation expérientielle","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Humanities; Political science; Art","score_opus":0.08168110738436364,"score_gpt":0.34352545017809505,"score_spread":0.2618443427937314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946514933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6292015,0.004784093,0.12614688,0.006335082,0.0010370535,0.001800325,0.00010461625,0.00042078993,0.23016965],"genre_scores_gemma":[0.97879386,0.0061987694,0.010925716,0.0017489176,0.00014131478,0.0001203138,0.00064782373,0.000031135794,0.0013921316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9935109,0.0029754522,0.0013052179,0.00054899126,0.00087271235,0.0007867246],"domain_scores_gemma":[0.9944864,0.0016906535,0.001531781,0.0011834662,0.0007637989,0.00034391272],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006782071,0.0005258837,0.00045725744,0.000548134,0.0013929642,0.005321985,0.001519115,0.00074335927,0.00017502566],"category_scores_gemma":[0.0009060878,0.00053965964,0.00028305492,0.0019615602,0.00081185915,0.035237152,0.0005248589,0.0008430832,0.0004952262],"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":[0.000083489846,0.0005509256,0.03252107,0.0006208992,0.0000628076,0.00000860246,0.16459222,0.072732374,0.0007089267,0.6553593,0.006398027,0.06636135],"study_design_scores_gemma":[0.0025778587,0.0005404538,0.13899337,0.001077091,0.000079542675,0.00046137022,0.004943824,0.5430691,0.0012225566,0.028040482,0.27765575,0.0013385803],"about_ca_topic_score_codex":0.0076440605,"about_ca_topic_score_gemma":0.00065342966,"teacher_disagreement_score":0.6273188,"about_ca_system_score_codex":0.0011188838,"about_ca_system_score_gemma":0.0022136304,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W2953937357","doi":"","title":"MANGA, Xavier, 2018. La communication de crise à l’ère des médias socionumériques. Québec : Presses de l’Université du Québec. Communication – Relations publiques","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Humanities; Political science; Art","score_opus":0.026710970597204738,"score_gpt":0.2800869573400701,"score_spread":0.2533759867428654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953937357","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":[0.15088218,0.09335147,0.011112969,0.042580612,0.0001134887,0.0007918598,0.00018818099,0.00034180278,0.7006374],"genre_scores_gemma":[0.8755449,0.10482545,0.014229176,0.00088645605,0.00010454183,0.00009122801,0.00043817284,0.000035288394,0.0038447645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952126,0.0027670816,0.0008399743,0.00024472683,0.00036058173,0.00057503226],"domain_scores_gemma":[0.99371505,0.0025482124,0.0008953364,0.0015855512,0.0010148261,0.00024102029],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0056472304,0.0003523137,0.00038982063,0.0004392579,0.004615209,0.0019768777,0.0020252944,0.00037906814,0.003035049],"category_scores_gemma":[0.0013375914,0.00039149506,0.00027604448,0.00040116426,0.0046562976,0.0048842137,0.00048141537,0.00079834834,0.00028851425],"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":[0.000037533955,0.0003674965,0.038493276,0.00044292884,0.00013624568,0.000001752945,0.25265056,0.0089952815,0.000023909068,0.653271,0.039276723,0.006303265],"study_design_scores_gemma":[0.00065254787,0.00007499741,0.025922641,0.0012473676,0.00035698607,0.00006905235,0.026924018,0.08867412,0.00004560039,0.028310234,0.82714045,0.000581964],"about_ca_topic_score_codex":0.3985193,"about_ca_topic_score_gemma":0.14541912,"teacher_disagreement_score":0.78786373,"about_ca_system_score_codex":0.0015700365,"about_ca_system_score_gemma":0.0028285792,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W2955069288","doi":"","title":"TREMBLAY, Solange, D’ALMEIDA, Nicole et LIBAERT, Thierry, 2018. Développement durable. Une communication qui se démarque. Québec : Presses de l’Université du Québec","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"French Urban and Social 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":"Humanities; Art","score_opus":0.02754984839926876,"score_gpt":0.2768718385425299,"score_spread":0.24932199014326112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955069288","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":[0.20953904,0.06874696,0.0042154337,0.15574864,0.00043044396,0.0013407371,0.00006199163,0.0003317709,0.559585],"genre_scores_gemma":[0.85244745,0.13367416,0.007049206,0.0019848396,0.00007768607,0.00009021732,0.00009724615,0.000024208484,0.0045550126],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949805,0.0026353041,0.0007406065,0.00028125715,0.0006122217,0.00075007137],"domain_scores_gemma":[0.99569833,0.0019079386,0.0007807969,0.00092773524,0.0004250993,0.0002600986],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005799168,0.00035333273,0.00044302602,0.00022083678,0.003788799,0.00072283944,0.0021597217,0.000397842,0.0011109387],"category_scores_gemma":[0.0007372519,0.0003894605,0.00021039916,0.0013253549,0.0040673884,0.0044468325,0.0005593242,0.0006760686,0.00040446885],"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":[0.000061995706,0.00040422226,0.057241827,0.00041139213,0.00013146432,0.0000022112483,0.66746634,0.0058994265,0.000115341965,0.10689463,0.13812612,0.02324503],"study_design_scores_gemma":[0.0008530601,0.00014320323,0.0672763,0.0007422757,0.000116700015,0.000027018235,0.03380065,0.016664911,0.00005199234,0.0054803495,0.8742855,0.00055799575],"about_ca_topic_score_codex":0.7646416,"about_ca_topic_score_gemma":0.6720579,"teacher_disagreement_score":0.73615944,"about_ca_system_score_codex":0.0032060463,"about_ca_system_score_gemma":0.0037393474,"threshold_uncertainty_score":0.99985576},"labels":[],"label_agreement":null},{"id":"W2960054386","doi":"","title":"YATES, Stéphanie (dir.), 2018. Introduction aux relations publiques. Fondements, enjeux et pratiques. Québec : Presses de l’Université du Québec. Communication - Relations publiques","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Humanities; Political science; Art","score_opus":0.021109275511028387,"score_gpt":0.27993617481320604,"score_spread":0.25882689930217767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960054386","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":[0.030137166,0.08175488,0.020844826,0.29816392,0.0004400812,0.0013636578,0.00028078494,0.00050598395,0.5665087],"genre_scores_gemma":[0.91369027,0.05175028,0.01650534,0.0022414192,0.00040446714,0.00013343869,0.0018823454,0.0000458521,0.01334661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959567,0.0017897041,0.0009981071,0.0003144563,0.00043877945,0.00050224824],"domain_scores_gemma":[0.9946374,0.0012259956,0.0010587873,0.0012857921,0.0015891809,0.00020278472],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049909344,0.00034885213,0.00036472696,0.0006135511,0.0033974678,0.0024511272,0.0013156609,0.0003197297,0.0078969905],"category_scores_gemma":[0.0022649553,0.00038287533,0.00021016294,0.0005312589,0.0020694928,0.008951874,0.0003755072,0.00078015623,0.0003806729],"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":[0.000020303913,0.00024523117,0.008667078,0.000163622,0.00011541895,5.278903e-7,0.06285767,0.012007906,0.00001661828,0.7889266,0.12509897,0.0018800107],"study_design_scores_gemma":[0.00045350072,0.00010547713,0.0076001277,0.00040038995,0.00029945222,0.000031265226,0.0065031406,0.066084445,0.000031595315,0.016395662,0.90169317,0.0004017557],"about_ca_topic_score_codex":0.40260848,"about_ca_topic_score_gemma":0.22823222,"teacher_disagreement_score":0.8835531,"about_ca_system_score_codex":0.001420043,"about_ca_system_score_gemma":0.0067046746,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W2979397653","doi":"10.4000/rfsic.6648","title":"L’exil en musique. Partager des « moments musicaux » sur Facebook, une pratique communicationnelle","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"China's Global Influence and Migration","field":"Social Sciences","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03244188220991745,"score_gpt":0.34185709184428603,"score_spread":0.3094152096343686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979397653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7037567,0.003981486,0.009977172,0.010329439,0.0002774945,0.0016192892,0.000042686628,0.00019270748,0.269823],"genre_scores_gemma":[0.9626512,0.022287296,0.010009787,0.002532412,0.00005541752,0.00021087729,0.00015424211,0.00001879657,0.0020800042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99398845,0.003573116,0.0008994866,0.00028800574,0.00054278196,0.00070816727],"domain_scores_gemma":[0.99571,0.0016223245,0.0007364766,0.0011505564,0.00052965473,0.00025095593],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0069521423,0.0003347812,0.00035466472,0.00024244841,0.0025798534,0.0008276316,0.0019005985,0.00049069326,0.00062069914],"category_scores_gemma":[0.0008961411,0.00036926026,0.00018165805,0.0017420824,0.0044095176,0.007972896,0.00033408307,0.00057889824,0.0008496412],"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":[0.00003361934,0.00032287388,0.015235336,0.00035099286,0.00004929935,0.0000012892193,0.4004244,0.03603176,0.0008913565,0.5121767,0.003134357,0.031348046],"study_design_scores_gemma":[0.0013981406,0.00024356425,0.0616406,0.0017673587,0.000120621524,0.00009019549,0.0369259,0.16774797,0.0005278903,0.05571454,0.672787,0.0010362242],"about_ca_topic_score_codex":0.019595021,"about_ca_topic_score_gemma":0.008434095,"teacher_disagreement_score":0.66965264,"about_ca_system_score_codex":0.0011235513,"about_ca_system_score_gemma":0.0011928878,"threshold_uncertainty_score":0.9999283},"labels":[],"label_agreement":null},{"id":"W2980050235","doi":"10.4000/rfsic.6857","title":"“YouTube helps us a lot.” Media repertoires and social integration of Iraqi and Syrian refugee families in Germany","year":2019,"lang":"en","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Migration, Refugees, and Integration","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":"University of Victoria","funders":"","keywords":"Humanities; Refugee; Political science; Art; Sociology; Ethnology; Law","score_opus":0.01966284449806046,"score_gpt":0.31003696685106547,"score_spread":0.290374122353005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980050235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733872,0.0005237436,0.00093090755,0.000747598,0.000048371894,0.00032325697,0.0000096038075,0.000042720727,0.023986598],"genre_scores_gemma":[0.99258375,0.0032531077,0.0037696862,0.0002324004,0.00002733181,0.000027405891,0.000044730932,0.000005162008,0.000056433175],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99807215,0.00080472615,0.00048230967,0.00013876305,0.00029220505,0.00020982136],"domain_scores_gemma":[0.99864507,0.000509438,0.00037858172,0.0002107953,0.00020101616,0.000055087872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00379326,0.00011704601,0.00019450251,0.00032681346,0.00073461677,0.00026332945,0.00032284856,0.00018567569,0.000033817658],"category_scores_gemma":[0.0008301492,0.000111024056,0.000040019913,0.0005004869,0.0014430803,0.0029324465,0.000056580422,0.00019908053,0.000006642057],"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":[0.00003339342,0.000040444218,0.034243666,0.00012676626,0.000005965718,1.7969299e-7,0.6203538,0.00013581269,0.0021093749,0.31864458,0.00009211221,0.024213903],"study_design_scores_gemma":[0.0015369112,0.00022055685,0.7253121,0.0009299653,0.000047226837,0.00003600529,0.12286305,0.053888924,0.0013671467,0.028081344,0.0650403,0.0006764318],"about_ca_topic_score_codex":0.0065662093,"about_ca_topic_score_gemma":0.027523968,"teacher_disagreement_score":0.6910685,"about_ca_system_score_codex":0.00016050792,"about_ca_system_score_gemma":0.00028968276,"threshold_uncertainty_score":0.9926188},"labels":[],"label_agreement":null},{"id":"W2980059954","doi":"10.4000/rfsic.6138","title":"L’interopérabilité sociale de l’IA en santé : un enjeu pour le design d’algorithmes situés dans des pratiques","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Information Systems Theories and Implementation","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":"University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.025969330759794202,"score_gpt":0.35161670645202686,"score_spread":0.3256473756922327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980059954","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":[0.36189535,0.0014375558,0.4215319,0.003778932,0.00029216794,0.0012014259,0.000056993234,0.00019080515,0.2096149],"genre_scores_gemma":[0.8604927,0.0030293823,0.13430193,0.0008881798,0.00011689696,0.000117550175,0.000073845506,0.000018421808,0.00096108305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99116224,0.006224181,0.0010994893,0.00022134035,0.00051862985,0.0007741438],"domain_scores_gemma":[0.99523664,0.0024128652,0.00090087205,0.0005562714,0.00069280015,0.00020054971],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.017444696,0.0003031697,0.00035079246,0.00025306118,0.0031173576,0.001094298,0.0012843298,0.0003928851,0.00054567104],"category_scores_gemma":[0.0013022618,0.0003331211,0.00017957833,0.0010536502,0.0031533819,0.009151515,0.00018666651,0.0004394345,0.00027717833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023285555,0.00008803025,0.004444912,0.00030559098,0.000034005327,4.5856004e-7,0.49600586,0.004450972,0.00040029772,0.44180202,0.00061942125,0.051825132],"study_design_scores_gemma":[0.0018274934,0.000450455,0.038882043,0.001283718,0.000117456715,0.00021830443,0.4319588,0.17664684,0.0037218968,0.24821982,0.09559252,0.0010806601],"about_ca_topic_score_codex":0.010941833,"about_ca_topic_score_gemma":0.0014048944,"teacher_disagreement_score":0.49859738,"about_ca_system_score_codex":0.001389364,"about_ca_system_score_gemma":0.0029611862,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W2980239942","doi":"10.4000/rfsic.6473","title":"Le Labo Télé","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.113473025526805,"score_gpt":0.32978131834788726,"score_spread":0.21630829282108227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980239942","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":[0.10574183,0.00610806,0.04491711,0.011009798,0.00035461158,0.00038520564,0.000018415141,0.00016137479,0.8313036],"genre_scores_gemma":[0.9550583,0.0019357343,0.036245007,0.0027802868,0.000034729765,0.000015347003,0.000034746387,0.000007883613,0.003887958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787635,0.00060367776,0.0004925913,0.00020139369,0.00032447456,0.000501522],"domain_scores_gemma":[0.9976027,0.00058856566,0.00035476137,0.00090631517,0.00032894922,0.00021871016],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002534659,0.00020409108,0.00021204793,0.00017439916,0.00092875573,0.0037464513,0.0016733205,0.00020531933,0.00011195781],"category_scores_gemma":[0.00035736753,0.00019442331,0.00011634448,0.0011273451,0.00139596,0.021783158,0.0004470124,0.0003613386,0.000811494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047740014,0.00009117902,0.0005637984,0.00015086467,0.000008129869,0.0000017896967,0.030257143,0.0076338556,0.00018173749,0.938981,0.0022137212,0.019912029],"study_design_scores_gemma":[0.00053780596,0.00014345886,0.01570585,0.0006469491,0.000012756802,0.00056100637,0.00088865537,0.25121754,0.00041532403,0.054410942,0.67505866,0.0004010406],"about_ca_topic_score_codex":0.0047698906,"about_ca_topic_score_gemma":0.00035725982,"teacher_disagreement_score":0.88457006,"about_ca_system_score_codex":0.00019009368,"about_ca_system_score_gemma":0.0011220223,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null},{"id":"W2980253119","doi":"10.4000/rfsic.6185","title":"De l’appropriation des objets culturels à l’époque d’internet","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Concordia University","funders":"","keywords":"Humanities; Art","score_opus":0.1248732815956554,"score_gpt":0.3329494056675059,"score_spread":0.2080761240718505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980253119","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":[0.25908428,0.006334025,0.18334514,0.0037390175,0.00035750898,0.000636941,0.000021591892,0.00022480426,0.5462567],"genre_scores_gemma":[0.92744046,0.0022323364,0.064813405,0.0017312284,0.000051549025,0.000030860912,0.000064999884,0.000011520657,0.0036236625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99711215,0.00087676203,0.00064018916,0.00027827398,0.00040072642,0.00069188594],"domain_scores_gemma":[0.99731684,0.00054215384,0.00051923114,0.0008502425,0.00047292127,0.0002986434],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0034846424,0.0002946928,0.00026832835,0.00020699893,0.00078768056,0.0050783562,0.0017094427,0.0003420977,0.00015715894],"category_scores_gemma":[0.00066214724,0.0002632786,0.00015996552,0.0010500842,0.0015460312,0.020150118,0.0004170688,0.0004939656,0.00052078185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015630187,0.00013052435,0.0034392404,0.0003575708,0.000022487973,0.0000035087562,0.13565448,0.015552541,0.0007530144,0.80205953,0.002494604,0.039516848],"study_design_scores_gemma":[0.0007423387,0.000273671,0.05193515,0.001516348,0.000038341637,0.0012359592,0.0014759577,0.5971527,0.0015606736,0.10820017,0.23521759,0.0006511059],"about_ca_topic_score_codex":0.0043000565,"about_ca_topic_score_gemma":0.00038235993,"teacher_disagreement_score":0.6938594,"about_ca_system_score_codex":0.00064626,"about_ca_system_score_gemma":0.00067984656,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W2980295844","doi":"10.4000/rfsic.6896","title":"L’immigration française contemporaine au Québec : entre retour au pays, poursuites migratoires et intégration durable","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Canadian Identity and History","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":"Immigration; Humanities; Political science; Ethnology; Art; Sociology; Law","score_opus":0.014345064735552028,"score_gpt":0.26699928561177555,"score_spread":0.2526542208762235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980295844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78784966,0.011786823,0.0030427421,0.05028504,0.00064128265,0.00096119643,0.00011773486,0.00017659328,0.14513889],"genre_scores_gemma":[0.9805288,0.008712035,0.0025099625,0.0014832335,0.00012791657,0.00006918438,0.0002276645,0.000020059524,0.006321162],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954079,0.002150866,0.0008459681,0.00029822078,0.00061560975,0.0006814297],"domain_scores_gemma":[0.9966124,0.0011236632,0.000813455,0.00069677003,0.0004265707,0.000327094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0068892767,0.00028743772,0.00036025676,0.0007249193,0.0040157107,0.0015324197,0.0010826831,0.0004322529,0.0007489367],"category_scores_gemma":[0.00088931405,0.00036191716,0.0002138377,0.0014458767,0.004068659,0.007697119,0.00011253513,0.0005962619,0.0006074885],"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":[0.000052138843,0.00019093801,0.04265869,0.0004982821,0.000043237083,0.000003406501,0.6458928,0.0041910773,0.0002939741,0.24979015,0.020271985,0.036113355],"study_design_scores_gemma":[0.00064966315,0.0001208865,0.027051795,0.00083615666,0.00006852611,0.00005090106,0.028478725,0.01941209,0.000047505382,0.0032159816,0.9195648,0.0005029958],"about_ca_topic_score_codex":0.9282012,"about_ca_topic_score_gemma":0.9855941,"teacher_disagreement_score":0.89929277,"about_ca_system_score_codex":0.00561844,"about_ca_system_score_gemma":0.0119873155,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W3009691104","doi":"10.4000/rfsic.8166","title":"Enjeux économiques et industriels de l’animation pornographique et érotique française","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"French Historical and Cultural Studies","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":"Concordia University","funders":"","keywords":"Humanities; Art","score_opus":0.058117293388793276,"score_gpt":0.29028540401390346,"score_spread":0.23216811062511017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009691104","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":[0.2757017,0.034091692,0.0038291211,0.0331216,0.00042128118,0.0010246891,0.00013318572,0.00028962686,0.6513871],"genre_scores_gemma":[0.959833,0.025759712,0.0065129236,0.0035172924,0.00010764906,0.00014515068,0.0001497302,0.000017994864,0.0039565125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698037,0.0013202548,0.00073019345,0.00022226364,0.00023889034,0.0005080245],"domain_scores_gemma":[0.997513,0.0008653619,0.00056258164,0.0004759753,0.0004163233,0.00016678582],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040191445,0.0003192235,0.00035007676,0.00025473643,0.0016126982,0.001026465,0.00079193996,0.00036690332,0.0010359667],"category_scores_gemma":[0.00045017587,0.0003049514,0.00019190006,0.00037893324,0.0021621112,0.0052932636,0.00017758278,0.00083155284,0.00022330944],"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":[0.000018535122,0.000120877055,0.0027774014,0.0003600337,0.000033854565,6.997624e-7,0.13584238,0.0028752815,0.00005456473,0.8397814,0.009517197,0.00861776],"study_design_scores_gemma":[0.00045112378,0.00021551212,0.012346878,0.0009539725,0.000050187202,0.000058902715,0.0047648903,0.007506566,0.00010822193,0.02274881,0.9503419,0.00045303538],"about_ca_topic_score_codex":0.011909118,"about_ca_topic_score_gemma":0.0037983395,"teacher_disagreement_score":0.9408247,"about_ca_system_score_codex":0.00051763025,"about_ca_system_score_gemma":0.0005523768,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W3024623557","doi":"10.4000/rfsic.8959","title":"Le corps du journaliste : un outil capteur, transducteur et dépositaire au service de la démarche journalistique","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"World Federation of Science Journalists; Université du Québec à Montréal","funders":"","keywords":"Humanities; Ethnology; Political science; Art; Sociology","score_opus":0.06199885770195009,"score_gpt":0.31883096830321206,"score_spread":0.256832110601262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024623557","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":[0.1054151,0.012184414,0.05932357,0.20605549,0.0002329575,0.0003587319,0.000279812,0.00013608231,0.6160138],"genre_scores_gemma":[0.97334844,0.011029693,0.0072126263,0.007607484,0.00041762926,0.000018250912,0.00013353831,0.000022158205,0.00021016363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958739,0.0024093753,0.0007194158,0.00017430475,0.00036320288,0.0004597611],"domain_scores_gemma":[0.9970772,0.00093092053,0.00061387283,0.00040640574,0.0006122683,0.00035930172],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005959416,0.00026300346,0.0003255686,0.0001892925,0.003122793,0.0022499806,0.0011681792,0.0002081237,0.00033413165],"category_scores_gemma":[0.00084355235,0.00027364568,0.00022575035,0.00041639342,0.0020787844,0.002147686,0.00014447085,0.0008658636,0.00005688964],"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":[0.000025713516,0.00010966347,0.0012435948,0.00035515765,0.00007409584,0.000013192098,0.21987996,0.012855452,0.00004733553,0.7606485,0.0011725205,0.0035748447],"study_design_scores_gemma":[0.0009683798,0.00011183473,0.006836737,0.00082987046,0.00043549354,0.00044598922,0.020553088,0.23219259,0.000099563345,0.03058491,0.7063959,0.0005456116],"about_ca_topic_score_codex":0.021598665,"about_ca_topic_score_gemma":0.0064450465,"teacher_disagreement_score":0.86793333,"about_ca_system_score_codex":0.0002764032,"about_ca_system_score_gemma":0.002262906,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W3026594585","doi":"10.4000/rfsic.9156","title":"Edward Benoit et Alexandra Eveleigh (dir.), Participatory Archives: Theory and practice","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.21708399844825313,"score_gpt":0.3763191990955066,"score_spread":0.15923520064725347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026594585","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":[0.028804667,0.03895691,0.39743987,0.055846453,0.00017077009,0.00056701136,0.0000491091,0.00024174752,0.47792345],"genre_scores_gemma":[0.90276366,0.008801954,0.06985148,0.018021468,0.00005333881,0.00002728351,0.000032746735,0.0000106547095,0.0004373808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955852,0.0028385571,0.0005433749,0.00024996643,0.0003191818,0.00046372187],"domain_scores_gemma":[0.9938058,0.0045826216,0.00043885427,0.00053537276,0.00020306505,0.00043428864],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004783201,0.00023902976,0.00023585554,0.00010926093,0.00095564075,0.003218409,0.0010756853,0.00014400913,0.0000490245],"category_scores_gemma":[0.004200411,0.00021649738,0.00008506775,0.00069339277,0.002587162,0.020624386,0.00057441957,0.00046895456,0.000077811696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055259745,0.0000668862,0.00012553482,0.00017024284,0.000019404995,0.000006079629,0.19058377,0.0029410198,0.00013216861,0.76138675,0.0013666356,0.043146253],"study_design_scores_gemma":[0.0007025926,0.00040296657,0.0102064125,0.0007863577,0.000087847635,0.00113888,0.0051039886,0.26198253,0.0002768146,0.09199085,0.6267188,0.0006019197],"about_ca_topic_score_codex":0.00063241035,"about_ca_topic_score_gemma":0.00009158647,"teacher_disagreement_score":0.873959,"about_ca_system_score_codex":0.00007889335,"about_ca_system_score_gemma":0.00061871257,"threshold_uncertainty_score":0.9978163},"labels":[],"label_agreement":null},{"id":"W3037548349","doi":"10.4000/rfsic.9127","title":"Jean-François Tétu. Le récit médiatique et le temps. Accélérations, formes, ruptures","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Surgical Specialties (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.13789791443163082,"score_gpt":0.33510451624625864,"score_spread":0.19720660181462782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037548349","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":[0.016904578,0.018650804,0.34674886,0.20962562,0.00024237069,0.00088061445,0.00009658589,0.0004440713,0.40640652],"genre_scores_gemma":[0.9279514,0.006237986,0.048385,0.016073821,0.000067721325,0.000057608726,0.00016451723,0.000017060676,0.0010448832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696386,0.00086819404,0.00082512543,0.0003101375,0.00044761912,0.00058503845],"domain_scores_gemma":[0.99678373,0.0009989663,0.00058148784,0.00079280423,0.00042115274,0.00042186293],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00237091,0.00033748406,0.00032591814,0.00018879534,0.0017531572,0.0050107203,0.0020412507,0.00030445517,0.000059383303],"category_scores_gemma":[0.0014919067,0.00031976606,0.00018805811,0.0014888085,0.0013818349,0.027423184,0.00056422444,0.0006007174,0.0001623329],"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":[0.000012566964,0.00012614895,0.00027051117,0.00021395585,0.000019262356,0.0000031138163,0.06977,0.021408737,0.0002534064,0.8742048,0.015655328,0.018062131],"study_design_scores_gemma":[0.00069192116,0.00017550368,0.004382601,0.0003695872,0.000021142383,0.00022596333,0.0017597639,0.30480024,0.000806464,0.026755147,0.6595204,0.00049126934],"about_ca_topic_score_codex":0.011397883,"about_ca_topic_score_gemma":0.0023891125,"teacher_disagreement_score":0.9110468,"about_ca_system_score_codex":0.00017553451,"about_ca_system_score_gemma":0.0019754006,"threshold_uncertainty_score":0.99992543},"labels":[],"label_agreement":null},{"id":"W3088480248","doi":"10.4000/rfsic.9678","title":"BOUTIN, Gérald, 2018. L’entretien de recherche qualitatif. Théorie et pratique","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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":"Humanities; Philosophy; Art","score_opus":0.41164444040063286,"score_gpt":0.5190680523200749,"score_spread":0.10742361191944205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088480248","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":[0.07579707,0.005792929,0.09162121,0.4408886,0.00060479174,0.0008163482,0.00007531586,0.00027923833,0.3841245],"genre_scores_gemma":[0.7587947,0.018015277,0.20663503,0.015062269,0.0004248618,0.00012819312,0.00018955614,0.000019190044,0.00073089596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97954535,0.018294204,0.0008084328,0.0002690654,0.00042617458,0.00065677485],"domain_scores_gemma":[0.98757225,0.010507218,0.0006976254,0.00043887747,0.00042297164,0.0003610525],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.04046435,0.00024840632,0.0002825594,0.00012992941,0.0019690027,0.0005714471,0.0013565227,0.00068520533,0.00026886348],"category_scores_gemma":[0.014245036,0.00028540517,0.00014617493,0.0014607697,0.006036368,0.003818179,0.00012862947,0.0011733085,0.00015024107],"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":[0.0000057805023,0.000052660227,0.002451604,0.00012138409,0.000015076499,1.9979312e-7,0.45111483,0.0017409008,0.00002697842,0.53679466,0.0030482535,0.0046276706],"study_design_scores_gemma":[0.00061312056,0.00020293926,0.00811022,0.0006247519,0.00008720158,0.000042094067,0.30679297,0.038940173,0.00006705341,0.21869102,0.42518413,0.00064432493],"about_ca_topic_score_codex":0.002995426,"about_ca_topic_score_gemma":0.00046593248,"teacher_disagreement_score":0.68299764,"about_ca_system_score_codex":0.00090135104,"about_ca_system_score_gemma":0.0041869874,"threshold_uncertainty_score":0.9999598},"labels":[],"label_agreement":null},{"id":"W3088658738","doi":"10.4000/rfsic.9866","title":"Une approche communicationnelle participative pour la vaccination et la prévention contre la grippe en milieu hospitalier. De la grippe saisonnière à la Covid-19","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Vaccine Coverage and Hesitancy","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03363046018734815,"score_gpt":0.35628332415783553,"score_spread":0.32265286397048737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088658738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37945333,0.0114923725,0.13806134,0.13305111,0.00014816238,0.0018193936,0.00014720052,0.0005244035,0.33530268],"genre_scores_gemma":[0.9610074,0.017196838,0.017704189,0.002974455,0.000089805544,0.0002434658,0.00024407232,0.00003170983,0.00050802494],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.981071,0.016339578,0.0009974504,0.00036843272,0.0005959804,0.00062757503],"domain_scores_gemma":[0.9876574,0.009719924,0.0010038306,0.000757352,0.00036803604,0.0004934525],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0150295785,0.00039928444,0.00046088066,0.00023301294,0.0022866684,0.0011311905,0.0018837464,0.0007648169,0.00026864687],"category_scores_gemma":[0.0055013704,0.00044608294,0.00025123803,0.0018995214,0.0013174393,0.004455792,0.00038689162,0.0011577368,0.000116302144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082537445,0.00046410435,0.020822784,0.0007400035,0.00007231112,0.000008135103,0.5339627,0.011953958,0.00011031856,0.4057171,0.005807426,0.020258585],"study_design_scores_gemma":[0.0032816464,0.00024798696,0.12972447,0.0011286777,0.00030968594,0.00015115138,0.05896328,0.102642044,0.00015998339,0.08097403,0.6214037,0.0010133678],"about_ca_topic_score_codex":0.004437328,"about_ca_topic_score_gemma":0.0025499063,"teacher_disagreement_score":0.61559623,"about_ca_system_score_codex":0.00068954553,"about_ca_system_score_gemma":0.0019452781,"threshold_uncertainty_score":0.9999057},"labels":[],"label_agreement":null},{"id":"W3089154018","doi":"10.4000/rfsic.9397","title":"Gilles-Éric Séralini ou la transgression des médiations « traditionnelles » du savoir ?","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological 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":"Réseau Technoscience","funders":"","keywords":"Humanities; Political science; Art; Philosophy; Ethnology; Sociology","score_opus":0.09525645917091431,"score_gpt":0.3122139238411916,"score_spread":0.21695746467027732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089154018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80242014,0.007390677,0.029984687,0.10144253,0.00012427053,0.00081424095,0.00023000542,0.00025444335,0.057338998],"genre_scores_gemma":[0.96404666,0.013714558,0.020383475,0.0013541654,0.00013694042,0.000061696235,0.00017344391,0.0000056264143,0.00012344247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99551004,0.0024411213,0.0006711624,0.00029119253,0.0004966063,0.0005898785],"domain_scores_gemma":[0.9963168,0.0024274108,0.00027817488,0.0002393038,0.00029079046,0.00044750707],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0032768406,0.00026681443,0.00026207464,0.00009570181,0.00251075,0.0007068043,0.001457753,0.0003771896,0.0011745881],"category_scores_gemma":[0.0014055151,0.00017784505,0.0001851029,0.0015989908,0.0038201502,0.0022398229,0.00019354766,0.00059909234,0.00028420988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013135136,0.00086899416,0.017563578,0.0009772388,0.0000763772,0.000014431829,0.118418895,0.0508577,0.031885605,0.45301235,0.0074628154,0.31873065],"study_design_scores_gemma":[0.0014821241,0.0010229566,0.39274955,0.0012748697,0.00013988292,0.0004017345,0.012266054,0.29630858,0.0040986105,0.07076962,0.21825315,0.0012328473],"about_ca_topic_score_codex":0.0008586757,"about_ca_topic_score_gemma":0.00036837521,"teacher_disagreement_score":0.38224274,"about_ca_system_score_codex":0.00021184466,"about_ca_system_score_gemma":0.0003229843,"threshold_uncertainty_score":0.99973845},"labels":[],"label_agreement":null},{"id":"W3089179180","doi":"10.4000/rfsic.9717","title":"COHEN, Nicole S. et DE PEUTER, Greig 2020. New Media Unions : Organizing Digital Journalists","year":2020,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","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":"Political science; Humanities; Art","score_opus":0.18829265221037483,"score_gpt":0.3429908700038402,"score_spread":0.15469821779346538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089179180","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":[0.07379633,0.015474584,0.47827572,0.14607787,0.00056848547,0.00066083914,0.000146961,0.00050097186,0.28449824],"genre_scores_gemma":[0.9370492,0.004975627,0.045867093,0.011285275,0.00017660015,0.000007931909,0.00011759547,0.000016970464,0.00050368067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725455,0.0006472634,0.0007337117,0.00025292594,0.0004781781,0.0006333671],"domain_scores_gemma":[0.99658775,0.0010001283,0.0005402885,0.0006200959,0.0003902848,0.00086142967],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001886496,0.000297367,0.00028834448,0.00013260737,0.0010816926,0.008753417,0.0021427264,0.00022125039,0.00012393582],"category_scores_gemma":[0.0020562266,0.00028050883,0.00014984894,0.0017795133,0.001095469,0.025330499,0.00072319806,0.0006733408,0.00020545519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021476706,0.00014875489,0.0019248636,0.00021833452,0.00003955638,0.000028478762,0.3020795,0.013863189,0.00045134488,0.59491634,0.033973575,0.052334573],"study_design_scores_gemma":[0.0010581629,0.0002488978,0.01698188,0.001151201,0.000060677987,0.0023560494,0.0025818755,0.2772948,0.00046965055,0.046792954,0.65019983,0.0008040171],"about_ca_topic_score_codex":0.0018850082,"about_ca_topic_score_gemma":0.00041038258,"teacher_disagreement_score":0.8632529,"about_ca_system_score_codex":0.00037369324,"about_ca_system_score_gemma":0.0021779924,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W3130929651","doi":"10.4000/rfsic.10567","title":"Incidences de l’usage du numérique sur le fonctionnement de la filière cinématographique burkinabè","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"African history and culture 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":"Humanities; Political science; Art","score_opus":0.022853014717517203,"score_gpt":0.2922308071525585,"score_spread":0.2693777924350413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130929651","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":[0.31089658,0.024864722,0.053339466,0.019270452,0.00035750004,0.00050558575,0.000036773254,0.00023927729,0.5904896],"genre_scores_gemma":[0.950218,0.024709044,0.022349115,0.0011656134,0.00013693914,0.00014408625,0.000033751694,0.000011056438,0.0012323709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99326545,0.0049536093,0.0005648781,0.00023323474,0.0004038449,0.0005789984],"domain_scores_gemma":[0.9966898,0.0017032397,0.0004761844,0.00045158304,0.0004703045,0.00020888304],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009634052,0.00024067835,0.0002824602,0.00017010204,0.004761274,0.000543462,0.0009632266,0.0003649732,0.00022954993],"category_scores_gemma":[0.0018567014,0.00026621696,0.00019726063,0.0016510708,0.00562332,0.0030678336,0.0002175114,0.00056178315,0.00003096607],"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":[0.000014441504,0.00027807514,0.020834781,0.0002673202,0.000048438953,0.00001163517,0.40714824,0.0049203304,0.00016348647,0.5516604,0.0070371744,0.007615679],"study_design_scores_gemma":[0.00051046605,0.00007178621,0.0204726,0.000672318,0.000053750275,0.0002790042,0.090006284,0.007617882,0.0002641679,0.041706007,0.8379159,0.0004298557],"about_ca_topic_score_codex":0.008848308,"about_ca_topic_score_gemma":0.00997008,"teacher_disagreement_score":0.8308787,"about_ca_system_score_codex":0.0009396215,"about_ca_system_score_gemma":0.0026456427,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W3131051313","doi":"10.4000/rfsic.10775","title":"Georgalou, M. Discourse and identity on Facebook","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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 du Québec à Montréal","funders":"","keywords":"Identity (music); Sociology; Linguistics; Philosophy; Aesthetics","score_opus":0.043315199007433115,"score_gpt":0.3530385269352602,"score_spread":0.3097233279278271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131051313","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":[0.08447351,0.01179372,0.0048918994,0.008618868,0.0002577997,0.00022794059,0.00012577041,0.000052338302,0.88955814],"genre_scores_gemma":[0.9722557,0.017054664,0.0035398689,0.0013714468,0.00021331094,0.00003023159,0.000123141,0.000010525035,0.005401088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833757,0.000580324,0.00039432498,0.0001528819,0.00024714478,0.00028778095],"domain_scores_gemma":[0.9984054,0.00050724245,0.00025319558,0.00047369234,0.00023444499,0.0001260197],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0018844594,0.00016292965,0.00019397681,0.0001613265,0.002178709,0.0020447907,0.00041212767,0.00011192083,0.0012199173],"category_scores_gemma":[0.00046967895,0.00016856706,0.00010370755,0.00018751259,0.0031315058,0.0024593181,0.00017147868,0.00029764368,0.00013623669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056148056,0.00009060528,0.00084991887,0.0001573694,0.000028802784,0.000004528314,0.03918681,0.0015397839,0.000010860438,0.95083964,0.0007475075,0.0065385327],"study_design_scores_gemma":[0.00056979764,0.00009489145,0.007705068,0.0010450899,0.0003088484,0.00011701096,0.023678439,0.068020135,0.00016570333,0.12111018,0.7766895,0.00049527857],"about_ca_topic_score_codex":0.001633581,"about_ca_topic_score_gemma":0.0013344904,"teacher_disagreement_score":0.8877822,"about_ca_system_score_codex":0.000097994736,"about_ca_system_score_gemma":0.00034878086,"threshold_uncertainty_score":0.9996931},"labels":[],"label_agreement":null},{"id":"W3131248383","doi":"10.4000/rfsic.10215","title":"« Ce que les SIC font aux controverses environnementales, ce que les controverses environnementales font aux SIC »","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Humanities; Art","score_opus":0.10961988395105567,"score_gpt":0.3218868632509773,"score_spread":0.21226697929992167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131248383","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":[0.2927626,0.095345296,0.14355639,0.02270411,0.00094917166,0.0018899502,0.0005208937,0.00048810686,0.4417835],"genre_scores_gemma":[0.9640845,0.014007837,0.016143661,0.0028401662,0.000098037846,0.000078373254,0.0002885957,0.000021970682,0.0024368817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559903,0.0012157784,0.0010931912,0.00051170663,0.00068416895,0.00089613267],"domain_scores_gemma":[0.99549603,0.0016544297,0.00081882114,0.0012320282,0.00039629661,0.000402391],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.0017323773,0.0005470049,0.0005402558,0.0002221148,0.0031089727,0.003910657,0.0017952685,0.00034837055,0.00046355283],"category_scores_gemma":[0.0010798193,0.0005231418,0.00032496272,0.0007406968,0.0040627304,0.014254831,0.00089844916,0.00057329785,0.00016199778],"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":[0.000037845133,0.00054246443,0.001605884,0.00037826382,0.00009423709,0.00003718716,0.034443792,0.009726466,0.0034891055,0.8699731,0.0044108094,0.075260825],"study_design_scores_gemma":[0.0025688203,0.00041043496,0.014894284,0.0015819743,0.00017086399,0.0009723498,0.019388642,0.10955326,0.0049806037,0.015373787,0.82885796,0.0012470081],"about_ca_topic_score_codex":0.01825234,"about_ca_topic_score_gemma":0.01057667,"teacher_disagreement_score":0.85459936,"about_ca_system_score_codex":0.0008247187,"about_ca_system_score_gemma":0.0015501885,"threshold_uncertainty_score":0.999722},"labels":[],"label_agreement":null},{"id":"W3131296025","doi":"10.4000/rfsic.10660","title":"Communication & Management","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Business Strategy 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":"Business; Computer science","score_opus":0.037937736817698305,"score_gpt":0.29625173321256804,"score_spread":0.25831399639486974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131296025","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":[0.053547017,0.021296255,0.06767271,0.031339325,0.00045229684,0.0005498704,0.00001648876,0.00026577184,0.8248603],"genre_scores_gemma":[0.87980837,0.016193151,0.09432136,0.0056852135,0.00013137021,0.00010229012,0.0010591568,0.000025767702,0.0026733459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976386,0.0005312701,0.0007760701,0.00022550653,0.00035541074,0.00047315567],"domain_scores_gemma":[0.9967716,0.00033007006,0.000691842,0.001123416,0.0010470892,0.00003597919],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0050906274,0.00026117289,0.00023487596,0.00042266678,0.002071217,0.0023172423,0.0010993973,0.00028897938,0.0007817829],"category_scores_gemma":[0.00051282975,0.00031536614,0.00011006043,0.0027680618,0.0015748678,0.012760215,0.00053418294,0.00051593024,0.0007342871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017165183,0.00020331387,0.0043567475,0.0015921586,0.00003665583,0.0000031990028,0.0026721526,0.007648538,0.00006735635,0.9340995,0.007988891,0.0413143],"study_design_scores_gemma":[0.00061576575,0.000007455282,0.032577686,0.0015967623,0.00011470893,0.000107068496,0.0015745697,0.036478,0.000054924603,0.053649083,0.8728212,0.00040279134],"about_ca_topic_score_codex":0.0011991953,"about_ca_topic_score_gemma":0.0005488582,"teacher_disagreement_score":0.8804504,"about_ca_system_score_codex":0.00029370253,"about_ca_system_score_gemma":0.00031419212,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W3132153199","doi":"10.4000/rfsic.10808","title":"Tremblay, G., Bizimana, A.-J., & Kane, O. Le service public médiatique à l’ère numérique  : Radio-Canada, BBC, France Télévisions : expériences croisées","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"French Urban and Social 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":"Vision; Media studies; Public service; Sociology; Political science; Humanities; Art; Public administration; Anthropology","score_opus":0.04041039731666894,"score_gpt":0.2953177539498298,"score_spread":0.25490735663316083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132153199","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":[0.17949943,0.15685326,0.023055077,0.15712094,0.0012630714,0.0008210704,0.0001838014,0.0002859405,0.4809174],"genre_scores_gemma":[0.920408,0.05091997,0.01863551,0.004680717,0.0002131925,0.00014764837,0.00012979671,0.000022535067,0.004842635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938454,0.0029859215,0.0009228944,0.00039169082,0.0008693609,0.0009847534],"domain_scores_gemma":[0.9949675,0.002039311,0.00068350846,0.0008208696,0.001066544,0.000422271],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.004545158,0.00037813652,0.0005002313,0.00019192693,0.0063322783,0.001208868,0.0018954235,0.00044129058,0.00042084337],"category_scores_gemma":[0.0022288505,0.00043227195,0.00019788704,0.003725621,0.0042161304,0.0054429444,0.00036964007,0.0007549566,0.000084037216],"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":[0.000006482857,0.00025778456,0.006335965,0.0003813797,0.00007507871,0.000009279245,0.28789878,0.0056646364,0.000047651956,0.6508095,0.031301655,0.017211778],"study_design_scores_gemma":[0.0003809936,0.000027272048,0.016222356,0.00047279196,0.000026736321,0.00005706315,0.035404295,0.011048872,0.000050211253,0.013595925,0.9221778,0.0005357103],"about_ca_topic_score_codex":0.58423734,"about_ca_topic_score_gemma":0.89081925,"teacher_disagreement_score":0.8908761,"about_ca_system_score_codex":0.0011477205,"about_ca_system_score_gemma":0.008688459,"threshold_uncertainty_score":0.999828},"labels":[],"label_agreement":null},{"id":"W3132314703","doi":"10.4000/rfsic.10793","title":"Comby, J.-B., & Pagis, J. (Éds). Politiques de catégorisation du monde social","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Political science; Sociology; Humanities; Philosophy","score_opus":0.07415120472034732,"score_gpt":0.34768703052183947,"score_spread":0.27353582580149216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132314703","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":[0.19189385,0.059440754,0.029598836,0.06293316,0.00090676895,0.0006012249,0.00012604795,0.00036974248,0.6541296],"genre_scores_gemma":[0.9212369,0.05339694,0.020267686,0.0024707352,0.0004700791,0.000078337216,0.00016635594,0.000016751957,0.0018962283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944537,0.0033248498,0.0006647662,0.00022535393,0.00055056816,0.00078071834],"domain_scores_gemma":[0.99702597,0.001154476,0.0005055526,0.00038864306,0.0007003603,0.00022498575],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005928497,0.00025780933,0.00034207344,0.00015320825,0.0051902914,0.0008775951,0.00089809316,0.000464164,0.00033163736],"category_scores_gemma":[0.0018583423,0.0003136465,0.00021586342,0.001377024,0.005624968,0.0030801357,0.00024275029,0.00055515557,0.0001321079],"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":[0.00000585021,0.00012320568,0.0052184146,0.00013299164,0.000032158885,0.0000019561903,0.32072797,0.00048290484,0.000034894314,0.63948727,0.019122055,0.014630332],"study_design_scores_gemma":[0.00044087178,0.00003743339,0.038782556,0.00027818375,0.000087112545,0.000054766457,0.026784973,0.0063074343,0.00008026816,0.13317609,0.79351646,0.0004538618],"about_ca_topic_score_codex":0.03808657,"about_ca_topic_score_gemma":0.0137035,"teacher_disagreement_score":0.7743944,"about_ca_system_score_codex":0.001942722,"about_ca_system_score_gemma":0.0018650141,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W3161248439","doi":"10.4000/rfsic.11335","title":"Oliver Gillian et Foscarini Fiorella (2020). Recordkeeping cultures","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Université Laval","funders":"","keywords":"Political science; Humanities; Library science; Art; Computer science","score_opus":0.1385487232494929,"score_gpt":0.3626131035641897,"score_spread":0.22406438031469678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161248439","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":[0.043026343,0.028452074,0.10342426,0.02688266,0.0007268509,0.0004223824,0.000054329037,0.00026430908,0.7967468],"genre_scores_gemma":[0.82351136,0.025854232,0.1382,0.008139206,0.00009944076,0.000029055356,0.00015567608,0.000015819029,0.0039952006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968705,0.0011597065,0.0006934476,0.0003014222,0.00039461168,0.000580318],"domain_scores_gemma":[0.99682355,0.0007643876,0.00046059384,0.00092202675,0.0007295119,0.00029994824],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0025786115,0.00027564747,0.00027217183,0.00012691622,0.0013615246,0.0053328923,0.0013925453,0.00026931748,0.00014538252],"category_scores_gemma":[0.0012149836,0.0002604863,0.00016757673,0.0015314799,0.0013658098,0.01488869,0.0006828686,0.0005464576,0.00018904693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008831247,0.0001449756,0.0006143485,0.00029699045,0.000030522853,0.00003311211,0.0954293,0.013397358,0.00037113953,0.8049286,0.013818716,0.07092611],"study_design_scores_gemma":[0.00046325155,0.00010503704,0.013308827,0.0013129993,0.00003883434,0.001889104,0.0018315848,0.14697677,0.0008919525,0.04301136,0.78961337,0.00055692677],"about_ca_topic_score_codex":0.0030974904,"about_ca_topic_score_gemma":0.0013039713,"teacher_disagreement_score":0.7927516,"about_ca_system_score_codex":0.00029174853,"about_ca_system_score_gemma":0.0010319919,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W3163554197","doi":"10.4000/rfsic.11194","title":"La valeur de l’information sous le prisme de trois théories normatives du journalisme","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.07800821049919861,"score_gpt":0.31048901456774236,"score_spread":0.23248080406854377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163554197","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":[0.19077384,0.0065287026,0.534421,0.023914877,0.00028709084,0.00035954063,0.00006856697,0.00024694865,0.2433994],"genre_scores_gemma":[0.9109049,0.008900736,0.076673605,0.0028234855,0.000076522054,0.000034158427,0.000112996604,0.000011401061,0.00046220986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956773,0.0019240136,0.0009467419,0.00019129807,0.00050505914,0.0007555979],"domain_scores_gemma":[0.9960236,0.0011657901,0.00080103555,0.0007917843,0.00082418096,0.00039363597],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004979373,0.00032806385,0.00032668794,0.00027741765,0.0020440628,0.007927591,0.0016184236,0.00033061914,0.00005614205],"category_scores_gemma":[0.0017950796,0.00031441334,0.000209092,0.0013578362,0.0018258407,0.040588744,0.00055053574,0.00070676865,0.00010386599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019936073,0.00018305724,0.0015607069,0.0004078716,0.00003905389,0.000029595978,0.34015936,0.024430564,0.00024190026,0.58493996,0.0045331386,0.04345489],"study_design_scores_gemma":[0.0011168479,0.00016279875,0.031293575,0.0011751906,0.00006497463,0.010719073,0.012209789,0.48071578,0.0017716364,0.07851173,0.38151425,0.0007443552],"about_ca_topic_score_codex":0.002671956,"about_ca_topic_score_gemma":0.00036873994,"teacher_disagreement_score":0.72013104,"about_ca_system_score_codex":0.00058612955,"about_ca_system_score_gemma":0.0026776756,"threshold_uncertainty_score":0.9999308},"labels":[],"label_agreement":null},{"id":"W3164787215","doi":"10.4000/rfsic.11469","title":"Lafleur France & Samson Ghislain (dir.) (2019). Formation et apprentissage en ligne","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Humanities; Ligne; Art","score_opus":0.09087381725335113,"score_gpt":0.41890665880216255,"score_spread":0.3280328415488114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164787215","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":[0.26905274,0.054424148,0.23545721,0.08398863,0.0024248024,0.0010888291,0.00019429332,0.00042360532,0.35294574],"genre_scores_gemma":[0.8180554,0.040141795,0.13193728,0.002702081,0.0004609581,0.0001431476,0.00092558103,0.000024171546,0.005609627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98983073,0.0078024897,0.0008743655,0.00029418603,0.0005524701,0.0006457615],"domain_scores_gemma":[0.993174,0.004589713,0.00070269237,0.0006872313,0.00063979364,0.0002065599],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.019770382,0.00027803393,0.00031646728,0.0002345342,0.002612834,0.00070689496,0.0010926683,0.0005026272,0.00048036515],"category_scores_gemma":[0.0037318938,0.00033815138,0.00017826473,0.0015792634,0.0040345592,0.0066146464,0.0001651238,0.0007204261,0.00031864893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005212885,0.00021332562,0.0033277627,0.00036502196,0.000030564017,8.6959955e-7,0.3693384,0.0041465177,0.00020197802,0.57386553,0.0068380893,0.041666742],"study_design_scores_gemma":[0.0005574082,0.00004654206,0.015244722,0.00092785363,0.0000707965,0.00015789868,0.049713116,0.011824648,0.00013517537,0.028853614,0.89194196,0.0005262455],"about_ca_topic_score_codex":0.0015163328,"about_ca_topic_score_gemma":0.0014466072,"teacher_disagreement_score":0.8851039,"about_ca_system_score_codex":0.00050153217,"about_ca_system_score_gemma":0.0015970259,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W3205543387","doi":"10.4000/rfsic.11994","title":"Quel régime de conception pour les communs éditoriaux ?","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.16449041563241787,"score_gpt":0.35725502053513347,"score_spread":0.1927646049027156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205543387","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":[0.093085915,0.020586051,0.3876915,0.027973415,0.001104722,0.00041743,0.000064252534,0.0003329438,0.4687438],"genre_scores_gemma":[0.8905054,0.006033567,0.09872956,0.002187014,0.0002626518,0.000028831275,0.00011456762,0.000011803007,0.002126637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651897,0.0016132528,0.0006358189,0.00022979469,0.00038748543,0.00061468204],"domain_scores_gemma":[0.99637693,0.0011326048,0.000447834,0.000997017,0.00075075525,0.000294843],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029648475,0.00026595683,0.00026663902,0.0001457755,0.0017964693,0.0039672256,0.0015437282,0.00032842116,0.00016754438],"category_scores_gemma":[0.0011629252,0.00026514116,0.00016720795,0.0010842911,0.0019243358,0.013482272,0.0005332581,0.00059232843,0.00018399511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010147348,0.0002182997,0.0015068537,0.00023790864,0.000024916453,0.000015253262,0.06935524,0.011802843,0.0013659815,0.8431442,0.0130946115,0.059223775],"study_design_scores_gemma":[0.0007910399,0.00012738761,0.021167465,0.0013362118,0.000051301762,0.0017884102,0.004630799,0.34353036,0.0022167806,0.080973506,0.54275924,0.0006275157],"about_ca_topic_score_codex":0.004674186,"about_ca_topic_score_gemma":0.0009316811,"teacher_disagreement_score":0.7974194,"about_ca_system_score_codex":0.0005828378,"about_ca_system_score_gemma":0.0017780088,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null},{"id":"W3207465750","doi":"10.4000/rfsic.11835","title":"Designers et ergonomes à l’épreuve de la reconnaissance professionnelle : un essai de comparaison entre deux cultures de la conception dans l’industrie française des télécommunications","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Design Education and Practice","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.05926522051562031,"score_gpt":0.3598281493508198,"score_spread":0.30056292883519947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207465750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39728278,0.024588201,0.3488137,0.008850138,0.00033190654,0.00088189426,0.0000985051,0.0005239156,0.21862897],"genre_scores_gemma":[0.81181085,0.018231457,0.16781025,0.0008470887,0.00006506034,0.00026434928,0.00021825155,0.00004261387,0.00071007956],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9849874,0.012523234,0.0009776622,0.00032771053,0.0003350814,0.0008489393],"domain_scores_gemma":[0.9892524,0.007912667,0.0006668381,0.0012713764,0.00046975314,0.00042698483],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.012344766,0.0004623693,0.0004275065,0.00028717288,0.0025315536,0.0012457399,0.0016171357,0.0009629949,0.0007413149],"category_scores_gemma":[0.0035953117,0.0005443191,0.00019133757,0.0015292935,0.0033336775,0.0046660765,0.00023917636,0.0021374412,0.000093489005],"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":[0.000079436286,0.0008778349,0.0330133,0.0008727975,0.00016152693,0.000011513308,0.4864669,0.25381574,0.007153777,0.16520849,0.014244483,0.038094174],"study_design_scores_gemma":[0.0026946175,0.00012185076,0.13908806,0.0037795012,0.00045446356,0.0017169531,0.111446,0.31617802,0.014725259,0.0272136,0.38096473,0.0016169487],"about_ca_topic_score_codex":0.0021122159,"about_ca_topic_score_gemma":0.0008422851,"teacher_disagreement_score":0.41452807,"about_ca_system_score_codex":0.0014634973,"about_ca_system_score_gemma":0.0025568255,"threshold_uncertainty_score":0.9997911},"labels":[],"label_agreement":null},{"id":"W4205547016","doi":"10.4000/rfsic.5830","title":"TREMBLAY, Solange, D’ALMEIDA, Nicole et LIBAERT, Thierry, 2018. Développement durable. Une communication qui se démarque","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Humanities; Political science; Art; Philosophy","score_opus":0.040758274895288035,"score_gpt":0.3498493346902141,"score_spread":0.30909105979492607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205547016","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":[0.3386404,0.010855747,0.004603347,0.12214589,0.00076943677,0.0013964274,0.000080394086,0.00023263393,0.5212757],"genre_scores_gemma":[0.920139,0.051087987,0.018189002,0.0036071884,0.000091882,0.0001239415,0.000101233214,0.000024360113,0.0066353953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349517,0.0032110214,0.0009690301,0.00037384205,0.0010069993,0.0009439648],"domain_scores_gemma":[0.9953078,0.0015913913,0.0011857138,0.0012415606,0.00035539968,0.00031812818],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.011830353,0.00036697442,0.00043245935,0.00020699683,0.00315054,0.0011879349,0.0029310074,0.0005114673,0.0006920396],"category_scores_gemma":[0.0006296697,0.000393294,0.0002224548,0.002678668,0.004552099,0.0074085062,0.000481056,0.0008286442,0.000658164],"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":[0.000050011193,0.00036617616,0.03122019,0.00032320712,0.000049596576,0.0000016101549,0.36754462,0.008459146,0.00018877951,0.52139276,0.03666014,0.033743728],"study_design_scores_gemma":[0.0011316349,0.00022090343,0.081876695,0.0014074979,0.00007784798,0.00004844057,0.04230564,0.0414838,0.000099777615,0.03551227,0.7949418,0.0008936939],"about_ca_topic_score_codex":0.1024741,"about_ca_topic_score_gemma":0.046360906,"teacher_disagreement_score":0.75828165,"about_ca_system_score_codex":0.001269514,"about_ca_system_score_gemma":0.0019132444,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W4220805238","doi":"10.4000/rfsic.12474","title":"Mesurer l’ouverture de la science : le cas de l’Université de Lorraine","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Higher Education Governance and Development","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.014117543082091387,"score_gpt":0.308900444382407,"score_spread":0.2947829013003156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220805238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64939004,0.005234067,0.0108528575,0.029654853,0.00038857345,0.00042217114,0.000052030908,0.00013753268,0.30386785],"genre_scores_gemma":[0.9607816,0.005256707,0.027378501,0.0028766135,0.000057963472,0.00007966546,0.000027949303,0.000011296124,0.0035297025],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99538845,0.0023257695,0.00042026612,0.00024213761,0.0008082896,0.00081511226],"domain_scores_gemma":[0.9974198,0.0009983889,0.000478277,0.00051679317,0.00025167677,0.00033510965],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.015135628,0.00019490851,0.00018949248,0.00029279603,0.007955945,0.0005397518,0.0021251228,0.00019255394,0.00083603786],"category_scores_gemma":[0.00079112395,0.00023719332,0.000102711216,0.0025737886,0.005640379,0.0031298185,0.000547789,0.0006267314,0.00005683243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026282612,0.00020739483,0.02696589,0.000084023355,0.000016379698,0.0000063332,0.6253356,0.029351344,0.00038201569,0.2880773,0.01688401,0.012663454],"study_design_scores_gemma":[0.00046532496,0.000051253388,0.12943278,0.00012953703,0.000031142707,0.00028755958,0.025941832,0.022286095,0.00026970997,0.010044468,0.81070924,0.00035105008],"about_ca_topic_score_codex":0.01356629,"about_ca_topic_score_gemma":0.0015059733,"teacher_disagreement_score":0.7938252,"about_ca_system_score_codex":0.0063268244,"about_ca_system_score_gemma":0.009585736,"threshold_uncertainty_score":0.9974877},"labels":[],"label_agreement":null},{"id":"W4220882987","doi":"10.4000/rfsic.12745","title":"Liénard Fabien et Zlitni Sami (dirs) (2020). Regards croisés sur la communication et la trace numériques","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Francophone University Association","funders":"","keywords":"Biology; Humanities; TRACE (psycholinguistics); Art; Philosophy","score_opus":0.09086610594887964,"score_gpt":0.3464139038427934,"score_spread":0.2555477978939138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220882987","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":[0.09939264,0.02189887,0.06068871,0.03886687,0.00034455006,0.0010514779,0.00021754623,0.0006207082,0.77691865],"genre_scores_gemma":[0.9438553,0.01217639,0.036826905,0.0035213397,0.000031034222,0.00014983847,0.00023784452,0.000025893572,0.0031754966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903875,0.0067820777,0.0009872342,0.00038473753,0.0008132444,0.00064521766],"domain_scores_gemma":[0.99307716,0.0033610782,0.0008637741,0.0018117296,0.0005798859,0.0003063701],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.011951084,0.0004034226,0.00040088414,0.00029470937,0.0024961347,0.006404266,0.003572757,0.00028508014,0.00012683723],"category_scores_gemma":[0.0012898266,0.0004074407,0.00023665497,0.0017111801,0.0022117859,0.02266713,0.0017890959,0.0013648184,0.00007075052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042824242,0.00043489042,0.0005964294,0.00024445387,0.000035758665,0.000014699148,0.18290539,0.034583572,0.00017513004,0.7202578,0.018158115,0.042550903],"study_design_scores_gemma":[0.00063510134,0.00019221686,0.008007283,0.0005201319,0.000027289278,0.0015631028,0.0026879562,0.15137228,0.0001349961,0.03714582,0.7971552,0.00055861316],"about_ca_topic_score_codex":0.0065357154,"about_ca_topic_score_gemma":0.0011950546,"teacher_disagreement_score":0.84446263,"about_ca_system_score_codex":0.00054224645,"about_ca_system_score_gemma":0.0012869675,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W4221037544","doi":"10.4000/rfsic.12840","title":"Anquetil Sophie, Duteil Carine et Lloveria Vivien (2019), Le Sens des données. Le statut du corpus et herméneutique à l’aune des humanités numériques. Paris, L'Harmattan.","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Musée de la Civilisation","funders":"","keywords":"Art; Humanities; Biology","score_opus":0.04752273520359834,"score_gpt":0.3056518362496119,"score_spread":0.25812910104601355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221037544","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":[0.2559737,0.033071026,0.010961743,0.016931755,0.00062704,0.0009009304,0.0012163032,0.00032829685,0.6799892],"genre_scores_gemma":[0.9361708,0.052578256,0.00624984,0.0018083247,0.00020464265,0.00012899726,0.00077004754,0.000040364164,0.0020487371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954744,0.002092687,0.00096629094,0.0003052811,0.0005030096,0.000658333],"domain_scores_gemma":[0.9968356,0.00069385895,0.0007881054,0.0008234181,0.0006444965,0.00021454955],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005977035,0.00038807478,0.0004573202,0.00039025498,0.0065392167,0.00213494,0.0011620639,0.00015555866,0.0010608423],"category_scores_gemma":[0.0003838314,0.00043119132,0.00023809914,0.0004653386,0.0045071566,0.0036803845,0.00066516496,0.0008419777,0.000049849048],"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":[0.000033627366,0.00038451393,0.0025591035,0.0003525595,0.00007794136,0.000011699253,0.13680771,0.02395452,0.000051579715,0.82974905,0.0046243127,0.0013933883],"study_design_scores_gemma":[0.0009599351,0.00019108271,0.003652707,0.00039234612,0.00015904184,0.00023167407,0.03473546,0.0388463,0.00014966348,0.05025255,0.86973065,0.0006986012],"about_ca_topic_score_codex":0.07642768,"about_ca_topic_score_gemma":0.023215836,"teacher_disagreement_score":0.86510634,"about_ca_system_score_codex":0.00049903063,"about_ca_system_score_gemma":0.0020277607,"threshold_uncertainty_score":0.9998523},"labels":[],"label_agreement":null},{"id":"W4244350344","doi":"10.4000/rfsic.5846","title":"YATES, Stéphanie (dir.), 2018. Introduction aux relations publiques. Fondements, enjeux et pratiques","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Humanities; Political science; Sociology; Philosophy","score_opus":0.035891648038898175,"score_gpt":0.33151526873136966,"score_spread":0.2956236206924715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244350344","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":[0.028583758,0.03543358,0.013324365,0.058436763,0.001023194,0.0009037122,0.00021565496,0.0002533733,0.8618256],"genre_scores_gemma":[0.93060255,0.022990877,0.02179512,0.0028020558,0.0008262927,0.00009711853,0.0011509721,0.000032062664,0.019702965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971349,0.0010117629,0.00080691976,0.00024273111,0.0003858072,0.00041784067],"domain_scores_gemma":[0.99702543,0.00052881584,0.00067159184,0.00078779866,0.0008518058,0.00013454857],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049545164,0.00025544723,0.00027798707,0.00043594447,0.0018727387,0.0022898295,0.00073226506,0.00021910956,0.004051801],"category_scores_gemma":[0.0010459791,0.00026452873,0.00015855308,0.00038289995,0.0015995319,0.0060296343,0.00018498769,0.0005250217,0.00049620017],"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":[0.000008946457,0.00013295258,0.0012716318,0.00017948032,0.00005788287,3.831527e-7,0.031100191,0.0062961755,0.000015020476,0.9318125,0.02676687,0.0023579458],"study_design_scores_gemma":[0.00031706932,0.00010758669,0.0017156933,0.00032153213,0.00015034866,0.000020446356,0.004299293,0.060767803,0.000038331487,0.045862183,0.88609177,0.00030797182],"about_ca_topic_score_codex":0.009780489,"about_ca_topic_score_gemma":0.0028563528,"teacher_disagreement_score":0.9020188,"about_ca_system_score_codex":0.00036907624,"about_ca_system_score_gemma":0.0014455777,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W4246828598","doi":"10.4000/rfsic.2506","title":"Tendances contemporaines en communication organisationnelle","year":2016,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Psychology; Sociology","score_opus":0.1258211405932263,"score_gpt":0.4244446594325715,"score_spread":0.2986235188393452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246828598","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":[0.19978851,0.019952651,0.06915739,0.23387751,0.0013352588,0.0011542711,0.00012210438,0.000443884,0.47416842],"genre_scores_gemma":[0.9055443,0.038006764,0.052416828,0.0011970119,0.0003667695,0.0001291365,0.00009559222,0.000017889268,0.002225738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905921,0.0073764552,0.00081909675,0.0002474896,0.00041658978,0.000548229],"domain_scores_gemma":[0.9869241,0.010754097,0.00078139355,0.0007255321,0.00062104093,0.0001938495],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.021402558,0.00025668583,0.0002799159,0.000248836,0.0035655051,0.00040346224,0.0016129325,0.0004277854,0.0005121417],"category_scores_gemma":[0.005412528,0.00023674032,0.00013107948,0.001064183,0.012362866,0.0055767577,0.00015596567,0.0003787877,0.0002379639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054819916,0.00009236581,0.0078041935,0.000102171296,0.000024470433,1.3935815e-7,0.23320848,0.00020942849,0.000102509985,0.73221916,0.0021557822,0.024075825],"study_design_scores_gemma":[0.000965143,0.00010520004,0.02556068,0.0018839712,0.0000757095,0.000073672876,0.1338551,0.0029844414,0.00012745311,0.18936603,0.64436823,0.0006343621],"about_ca_topic_score_codex":0.0025902295,"about_ca_topic_score_gemma":0.0005625284,"teacher_disagreement_score":0.7057558,"about_ca_system_score_codex":0.0007253493,"about_ca_system_score_gemma":0.0015609736,"threshold_uncertainty_score":0.99773175},"labels":[],"label_agreement":null},{"id":"W4251079206","doi":"10.4000/rfsic.10681","title":"Liste des relecteurs·trices du n° 21","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"French Literature and Poetry","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":"Art","score_opus":0.026047978653547587,"score_gpt":0.27704619057450114,"score_spread":0.25099821192095356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251079206","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":[0.10432637,0.10744159,0.0036266167,0.0055568716,0.0005289938,0.00020727879,0.000113464506,0.00013379188,0.778065],"genre_scores_gemma":[0.91968495,0.043041773,0.022839686,0.0025399048,0.00041101855,0.00004679518,0.0003553891,0.000020159541,0.011060329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736714,0.0011650182,0.0005714989,0.00017435924,0.00026547586,0.00045648986],"domain_scores_gemma":[0.9972272,0.0010624139,0.00034753807,0.00059443543,0.0006251266,0.00014332093],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0024488815,0.00022360325,0.00022737608,0.00022007867,0.0030614457,0.0025984815,0.00075047254,0.00022404295,0.0010019179],"category_scores_gemma":[0.00071546994,0.00023365852,0.00014520744,0.00063299446,0.0037132106,0.005162256,0.00015743748,0.00052907225,0.00017778967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000101004025,0.000113533264,0.001715769,0.00060369197,0.000025287594,0.000007996687,0.16838388,0.00078835594,0.00004832823,0.78924507,0.00880465,0.030253341],"study_design_scores_gemma":[0.00027849802,0.00009494001,0.0038084455,0.0009722012,0.00006072121,0.0003552698,0.0036842555,0.010997163,0.0001968603,0.01984449,0.95941603,0.00029110222],"about_ca_topic_score_codex":0.002359765,"about_ca_topic_score_gemma":0.00220326,"teacher_disagreement_score":0.9506114,"about_ca_system_score_codex":0.00022503156,"about_ca_system_score_gemma":0.00062457414,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W4252083758","doi":"10.4000/rfsic.5858","title":"MANGA, Xavier, 2018. La communication de crise à l’ère des médias socionumériques","year":2019,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Political science; Art","score_opus":0.04875942836367117,"score_gpt":0.3327953900724296,"score_spread":0.28403596170875844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252083758","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":[0.17154631,0.037059747,0.0053518764,0.004373501,0.00018392161,0.00044020114,0.0001293302,0.00014954324,0.7807656],"genre_scores_gemma":[0.9191231,0.05741019,0.01767117,0.00095161976,0.00017581883,0.000068323105,0.00022399647,0.000026255364,0.0043495386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963552,0.0018295493,0.0007295626,0.00020156265,0.00033898442,0.000545182],"domain_scores_gemma":[0.99618834,0.0013682328,0.0006094975,0.0011126832,0.0005348876,0.0001863599],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0060290177,0.00028989115,0.00033653228,0.00032174023,0.002938838,0.0019098133,0.0013544123,0.00029916223,0.001426284],"category_scores_gemma":[0.0006058057,0.00030481507,0.00024447418,0.00030306063,0.004514073,0.0031312236,0.00027914328,0.0006006425,0.00038895852],"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":[0.00001610557,0.00017719949,0.0060629435,0.00046451832,0.000058857106,0.0000014101659,0.13097177,0.0033058766,0.000019249817,0.84659284,0.004936644,0.007392565],"study_design_scores_gemma":[0.000674114,0.00009676649,0.00969178,0.001650914,0.0002559001,0.00007174391,0.029904399,0.105723664,0.000080604725,0.10302902,0.7481712,0.00064987066],"about_ca_topic_score_codex":0.011349307,"about_ca_topic_score_gemma":0.0017169606,"teacher_disagreement_score":0.776416,"about_ca_system_score_codex":0.0004700449,"about_ca_system_score_gemma":0.00056591583,"threshold_uncertainty_score":0.9999404},"labels":[],"label_agreement":null},{"id":"W4254031244","doi":"10.4000/rfsic.1443","title":"Document sans titre","year":2015,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"French Urban and Social 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":"Titer; Medicine; Virology","score_opus":0.06518291789439687,"score_gpt":0.3362040596958555,"score_spread":0.27102114180145864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254031244","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":[0.02755966,0.04483531,0.007112341,0.015744852,0.0006416747,0.00037575804,0.000019855082,0.00013986968,0.90357065],"genre_scores_gemma":[0.9462067,0.024353921,0.02352841,0.0017951553,0.00019649342,0.00006451107,0.00003059297,0.000009996115,0.0038142197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665433,0.0016842834,0.0004636398,0.00014321636,0.0005317554,0.000522787],"domain_scores_gemma":[0.9980306,0.0006451282,0.00032965906,0.0003680787,0.00033365813,0.00029289303],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007160479,0.00018151005,0.00022396664,0.00013036643,0.002225401,0.0006128842,0.0009839684,0.00025154251,0.00024466892],"category_scores_gemma":[0.0010362141,0.00019671091,0.000114647155,0.0010957518,0.005826452,0.0035817674,0.00019091705,0.00035096487,0.00033087077],"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":[0.0000056055437,0.000057075766,0.0013977566,0.00006338348,0.000017368515,9.1985964e-7,0.28859377,0.0018887178,0.0000018587546,0.659674,0.024733094,0.023566442],"study_design_scores_gemma":[0.00034990598,0.00007128587,0.0022409218,0.0002518064,0.000036775033,0.000015680056,0.020149332,0.0058874385,0.000009698706,0.0901115,0.88062996,0.00024571372],"about_ca_topic_score_codex":0.023591863,"about_ca_topic_score_gemma":0.0049407585,"teacher_disagreement_score":0.91864705,"about_ca_system_score_codex":0.0014491644,"about_ca_system_score_gemma":0.0011236658,"threshold_uncertainty_score":0.99907357},"labels":[],"label_agreement":null},{"id":"W4309357222","doi":"10.4000/rfsic.13625","title":"Giaufret Anna, Montréal dans les bulles : Représentations de l’espace urbain et du français parlé montréalais dans la bande dessinée, 2021","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","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":"Art; Humanities","score_opus":0.021920441066019092,"score_gpt":0.2934902849662129,"score_spread":0.2715698439001938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309357222","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":[0.1855925,0.0319061,0.06579942,0.020392148,0.0003573323,0.0005964447,0.0012184881,0.00017662582,0.69396096],"genre_scores_gemma":[0.97463644,0.012916345,0.0084232185,0.0008525608,0.0002052954,0.00022358517,0.00052746106,0.000030187244,0.0021849377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529576,0.0025438624,0.00081355183,0.0002930872,0.0004908776,0.0005628393],"domain_scores_gemma":[0.9965941,0.0013743474,0.00062782207,0.0008440837,0.00034591559,0.00021375612],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004900593,0.00032923475,0.00035188094,0.00038684244,0.0069440994,0.0016570615,0.0011178479,0.00017195068,0.0016157549],"category_scores_gemma":[0.00080114795,0.00036060502,0.00028501026,0.0005115932,0.002951667,0.0016499058,0.00039488458,0.00072269846,0.000042504573],"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":[0.000025313504,0.00023585529,0.0068727834,0.00008675847,0.000068510446,0.000014713929,0.36433834,0.08329067,0.000044117925,0.5354622,0.0074564847,0.0021042551],"study_design_scores_gemma":[0.0005998536,0.00010084892,0.011896961,0.00023540233,0.00031583713,0.000226895,0.14098634,0.2443876,0.000037677193,0.009373179,0.5913532,0.00048623074],"about_ca_topic_score_codex":0.10787488,"about_ca_topic_score_gemma":0.039485414,"teacher_disagreement_score":0.7890439,"about_ca_system_score_codex":0.00048235388,"about_ca_system_score_gemma":0.00082924124,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W4312584235","doi":"10.4000/rfsic.13298","title":"L’éthique comme méthode en communication","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.24501829459999064,"score_gpt":0.3652560153110408,"score_spread":0.12023772071105016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312584235","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":[0.02866993,0.023061002,0.25491062,0.042742245,0.00047849232,0.0011790072,0.00013423641,0.00045237527,0.64837205],"genre_scores_gemma":[0.8792529,0.0053609475,0.10547146,0.00780815,0.000037942627,0.00023960168,0.00020156945,0.00001615126,0.0016112857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921152,0.005636279,0.0007969822,0.00025876056,0.0005676458,0.00062513794],"domain_scores_gemma":[0.9947797,0.0023356362,0.0006532195,0.0016131018,0.00035023675,0.00026810635],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009845513,0.00029522454,0.0002923315,0.00030536397,0.0041770954,0.0033212656,0.003763861,0.0002335375,0.00023518722],"category_scores_gemma":[0.0008969667,0.00031051895,0.00016853062,0.0016511745,0.002060559,0.015288255,0.002045992,0.0012760491,0.00010956207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012641325,0.00017522085,0.00032031408,0.00011584764,0.000014705605,0.0000040296272,0.08624477,0.033690836,0.000079406636,0.848306,0.0062784934,0.024757734],"study_design_scores_gemma":[0.00044975927,0.000172619,0.0040472317,0.00030957247,0.000024859652,0.001332204,0.002507348,0.31136373,0.00011255433,0.13321845,0.54604316,0.0004185501],"about_ca_topic_score_codex":0.0055481866,"about_ca_topic_score_gemma":0.00039169207,"teacher_disagreement_score":0.85058296,"about_ca_system_score_codex":0.0009572392,"about_ca_system_score_gemma":0.00088522653,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W4312962587","doi":"10.4000/rfsic.13685","title":"Kintz Salomé (dir.). Décoder les fausses nouvelles et construire son information avec la bibliothèque","year":2022,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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; Philosophy; Computer science","score_opus":0.03907099012141401,"score_gpt":0.3777791507623423,"score_spread":0.3387081606409283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312962587","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":[0.1834704,0.02007849,0.044474345,0.016211478,0.0006643996,0.0009470926,0.00045295886,0.0002424184,0.7334584],"genre_scores_gemma":[0.9682294,0.014084432,0.011828822,0.0033380496,0.00005658185,0.00041222663,0.00052263687,0.000026560214,0.0015012682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98807293,0.008830815,0.0012502276,0.0003291799,0.000710055,0.00080677646],"domain_scores_gemma":[0.9941888,0.0029715963,0.0009543733,0.0012468359,0.0004030964,0.000235313],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.015632683,0.00038277195,0.00045811644,0.0022643353,0.002980171,0.0013082298,0.0020377303,0.00048922835,0.004066596],"category_scores_gemma":[0.0006479686,0.0004238215,0.00027486167,0.0038963452,0.0038224624,0.0055625406,0.00048134534,0.0017904085,0.00041077036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033284214,0.0008485462,0.03179883,0.0006921684,0.0002454766,0.00001724089,0.22372366,0.026936868,0.00016181578,0.30303168,0.06741607,0.34479478],"study_design_scores_gemma":[0.001400553,0.00024661154,0.03625402,0.0003078786,0.00009596029,0.001484253,0.015394112,0.0370825,0.000026693353,0.006122408,0.90105504,0.0005300029],"about_ca_topic_score_codex":0.0024845828,"about_ca_topic_score_gemma":0.0004781951,"teacher_disagreement_score":0.8336389,"about_ca_system_score_codex":0.0004227081,"about_ca_system_score_gemma":0.0013100697,"threshold_uncertainty_score":0.99982136},"labels":[],"label_agreement":null},{"id":"W4377139002","doi":"10.4000/rfsic.14179","title":"L’incommunication : une nouvelle vision de la délibération","year":2023,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.03551627108353443,"score_gpt":0.3456538501888377,"score_spread":0.31013757910530326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377139002","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":[0.100010395,0.0056669167,0.013062534,0.014578192,0.00027205318,0.0003978154,0.00011314935,0.00033592086,0.86556304],"genre_scores_gemma":[0.95970076,0.027586345,0.008709576,0.0005897495,0.00025244002,0.000069598536,0.0005496543,0.000022945738,0.0025189174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645686,0.0017901033,0.0007165578,0.00018780566,0.00036710646,0.00048155506],"domain_scores_gemma":[0.9962606,0.0017764865,0.0005260993,0.00089240714,0.0003897706,0.00015463453],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.008097468,0.00023823626,0.00025191932,0.0005225583,0.0037349083,0.001949872,0.0010773919,0.00028228574,0.00049171137],"category_scores_gemma":[0.0009241481,0.00025548952,0.00017837356,0.0009445629,0.003517166,0.0025280288,0.000281959,0.0005007325,0.00038274212],"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":[0.000014103513,0.0001383721,0.0007484013,0.00022043585,0.00003343087,0.0000020613413,0.121922985,0.024844691,0.00006455932,0.82894766,0.0058088424,0.017254468],"study_design_scores_gemma":[0.0003600832,0.00007208285,0.006317747,0.0005065838,0.0001240983,0.000029398467,0.011500535,0.42041352,0.000051007097,0.04784921,0.5124835,0.00029226363],"about_ca_topic_score_codex":0.011628795,"about_ca_topic_score_gemma":0.0017960421,"teacher_disagreement_score":0.8630441,"about_ca_system_score_codex":0.00035665647,"about_ca_system_score_gemma":0.00063782337,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W4377139473","doi":"10.4000/rfsic.14541","title":"Bergier Bertrand. Retours gagnants : De la sortie sans diplôme au retour diplômant","year":2023,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Physics; Political science","score_opus":0.13963499513294297,"score_gpt":0.44860711836718015,"score_spread":0.3089721232342372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377139473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6564225,0.0031652509,0.0076342495,0.03787536,0.001093081,0.0005985917,0.00008232826,0.00038417423,0.29274446],"genre_scores_gemma":[0.95945734,0.02089794,0.016169209,0.0010281476,0.00050117366,0.00015105549,0.0002080163,0.000023762872,0.0015633291],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914882,0.005892114,0.0007977816,0.00029091604,0.00054617244,0.0009847799],"domain_scores_gemma":[0.99118614,0.006964242,0.0006041893,0.0006047867,0.00032705933,0.00031357395],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.028537286,0.0002804147,0.0003130913,0.00036994103,0.004280603,0.0005253559,0.0013962187,0.000587516,0.00019979813],"category_scores_gemma":[0.0042016394,0.00031424811,0.00019697471,0.0021425171,0.010515467,0.003122022,0.00014443541,0.0007472856,0.00019191645],"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":[0.000011074598,0.00012591279,0.03638404,0.00023486612,0.000041866984,0.0000018769301,0.50576615,0.0056032017,0.00006712816,0.4294781,0.0045210514,0.017764734],"study_design_scores_gemma":[0.001078278,0.00014150476,0.28659418,0.0014676938,0.00020056455,0.00015248933,0.20828354,0.052460127,0.000082512735,0.10415834,0.34439924,0.0009815062],"about_ca_topic_score_codex":0.0057548517,"about_ca_topic_score_gemma":0.0011842264,"teacher_disagreement_score":0.3398782,"about_ca_system_score_codex":0.0008654954,"about_ca_system_score_gemma":0.0029663397,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W4390641994","doi":"10.4000/rfsic.15224","title":"Passard Cédric & Ramond Denis (dir.). De quoi se moque-t-on ? Satire et liberté d’expression","year":2023,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","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 Trois-Rivières","funders":"","keywords":"Physics","score_opus":0.07516563753633437,"score_gpt":0.4268073139563245,"score_spread":0.3516416764199901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390641994","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":[0.4422753,0.009169159,0.012376464,0.024022162,0.0005969872,0.00085900654,0.00014921595,0.00039994216,0.51015174],"genre_scores_gemma":[0.95474017,0.015981203,0.014763662,0.0037142432,0.000120665965,0.000349478,0.00050781906,0.000050745388,0.009772016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893766,0.0073219733,0.0010119049,0.000489359,0.0006498486,0.0011502968],"domain_scores_gemma":[0.9935345,0.00324043,0.00064099947,0.0019206837,0.00027408922,0.0003893102],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0154575845,0.0004126498,0.0004814355,0.0011379826,0.0016781167,0.00071896956,0.0019987049,0.00079530664,0.0009436347],"category_scores_gemma":[0.0009817242,0.00042338186,0.00031091395,0.0032013415,0.0022984662,0.0017022392,0.00030761218,0.001489023,0.0028321615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005503665,0.0011378269,0.08201992,0.0008124861,0.0002381816,0.000051136758,0.25386903,0.031127194,0.0028578993,0.07983988,0.2122668,0.33522928],"study_design_scores_gemma":[0.0018901165,0.0003027821,0.12944585,0.0015462809,0.00012470342,0.0005544407,0.0031497506,0.04646477,0.00019182276,0.01896058,0.7965844,0.00078445766],"about_ca_topic_score_codex":0.0014788879,"about_ca_topic_score_gemma":0.0007541443,"teacher_disagreement_score":0.5843176,"about_ca_system_score_codex":0.00038407068,"about_ca_system_score_gemma":0.0005304203,"threshold_uncertainty_score":0.99996966},"labels":[],"label_agreement":null},{"id":"W4390642000","doi":"10.4000/rfsic.15296","title":"Proulx Serge, La participation numérique : une injonction paradoxale","year":2023,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Psychology","score_opus":0.05199564292831483,"score_gpt":0.3819435386624695,"score_spread":0.3299478957341547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390642000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63008016,0.001887586,0.010509256,0.03522865,0.0006308715,0.0006811041,0.00003841091,0.0003977987,0.32054618],"genre_scores_gemma":[0.9807142,0.01146949,0.003528314,0.0005942292,0.00014386784,0.0001882716,0.000052960597,0.000012698377,0.003295983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518657,0.0025277406,0.0006258672,0.00024772625,0.0006840188,0.00072807237],"domain_scores_gemma":[0.99705625,0.0013964988,0.0006314096,0.00043148166,0.00025539554,0.00022896047],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0105082765,0.00021213168,0.00023209,0.0001955302,0.002876546,0.00076345407,0.0010425255,0.00040342446,0.00016593545],"category_scores_gemma":[0.0013226093,0.00023425653,0.00013610159,0.004908911,0.004575976,0.005710159,0.00015403781,0.00045618496,0.00040711812],"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":[0.000019895777,0.00013645951,0.019669307,0.00019356406,0.000016309841,0.0000026069226,0.31049728,0.028373096,0.000053141775,0.54824924,0.010466225,0.08232288],"study_design_scores_gemma":[0.00044551556,0.000106195585,0.1668864,0.00053172046,0.000032243555,0.000026818969,0.030207582,0.12865065,0.00006166671,0.06546605,0.6071202,0.0004649341],"about_ca_topic_score_codex":0.039962407,"about_ca_topic_score_gemma":0.015008171,"teacher_disagreement_score":0.596654,"about_ca_system_score_codex":0.0005583608,"about_ca_system_score_gemma":0.0010832406,"threshold_uncertainty_score":0.99842155},"labels":[],"label_agreement":null},{"id":"W4399727552","doi":"10.4000/11ubx","title":"Bernier Marc-François, Les journalismes. Information, persuasion, promotion, divertissement","year":2024,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Francophone University Association","funders":"","keywords":"Persuasion; Promotion (chess); Psychology; Art; Political science; Social psychology; Law","score_opus":0.049536703518623874,"score_gpt":0.32663450236002667,"score_spread":0.2770977988414028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399727552","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":[0.072449714,0.2310287,0.06683695,0.087280035,0.0027808957,0.0015988222,0.00020157272,0.00069826265,0.53712505],"genre_scores_gemma":[0.8977706,0.08636312,0.010282348,0.0012111495,0.00030133748,0.00013519484,0.0001124213,0.000018325178,0.003805497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958717,0.0015600951,0.0009157838,0.0001890492,0.0008124777,0.0006508535],"domain_scores_gemma":[0.9976463,0.00074104173,0.00039379188,0.00037145146,0.0005946201,0.00025284282],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007279907,0.000291377,0.0002830196,0.00037365287,0.005013923,0.0021122375,0.0011000768,0.0003649163,0.0009640756],"category_scores_gemma":[0.00093174813,0.00029694033,0.00022134912,0.0017453852,0.0049536494,0.009999904,0.00025372178,0.0006681036,0.00041161574],"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":[0.0000068404106,0.00009097391,0.0023933086,0.0005187441,0.00006546693,0.0000020680056,0.33333924,0.0010861594,0.000007617971,0.49425173,0.052065946,0.116171926],"study_design_scores_gemma":[0.00027493096,0.00008587219,0.00993588,0.001293381,0.00009163139,0.00004444961,0.01233566,0.019817604,0.000016778804,0.03160796,0.92413396,0.00036189446],"about_ca_topic_score_codex":0.012742344,"about_ca_topic_score_gemma":0.0022642303,"teacher_disagreement_score":0.872068,"about_ca_system_score_codex":0.0015464701,"about_ca_system_score_gemma":0.001026391,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W4399727618","doi":"10.4000/11ubz","title":"Ytreberg Espen, Media and Events in History","year":2024,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"European Cultural and National Identity","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 Ottawa","funders":"","keywords":"Psychology","score_opus":0.04921043934127593,"score_gpt":0.3304163715022239,"score_spread":0.28120593216094797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399727618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5426706,0.09170779,0.00075270695,0.015554338,0.0008696859,0.0003406943,0.000023475619,0.0001370892,0.3479436],"genre_scores_gemma":[0.96339226,0.029854098,0.003463792,0.00048636767,0.00007565685,0.000016022797,0.000034153898,0.0000061509795,0.0026715088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974966,0.0013839322,0.00038453293,0.00014480091,0.00032530449,0.00026480848],"domain_scores_gemma":[0.9984204,0.0010494061,0.0001325461,0.00017108407,0.00011144104,0.00011512137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058803395,0.00012039778,0.00012474785,0.00024874366,0.00058302097,0.00024386642,0.00055046665,0.00014249855,0.00029101947],"category_scores_gemma":[0.0007356405,0.0001231939,0.00005861546,0.0008292985,0.0023523637,0.0050817532,0.00012764506,0.00036336252,0.00021186662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047497947,0.000044663862,0.0047112233,0.00025716494,0.000008287095,0.0000040100235,0.15527661,0.00046786197,0.000029173349,0.8084351,0.0029258882,0.027835298],"study_design_scores_gemma":[0.00022769487,0.000022203754,0.09485924,0.0011692476,0.00002819733,0.00008080595,0.0023946434,0.029047873,0.000008477163,0.055221796,0.81668675,0.00025308417],"about_ca_topic_score_codex":0.0063271867,"about_ca_topic_score_gemma":0.0063828453,"teacher_disagreement_score":0.8137608,"about_ca_system_score_codex":0.0010062591,"about_ca_system_score_gemma":0.0006040454,"threshold_uncertainty_score":0.95648557},"labels":[],"label_agreement":null},{"id":"W4399727641","doi":"10.4000/11ubm","title":"Cybersurveiller et cyberharceler les féministes jusqu’à l’épuisement comme stratégie d’action des réseaux antiféministes en France et au Québec","year":2024,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Humanities; Political science; Philosophy","score_opus":0.07159650447518039,"score_gpt":0.35441634232915076,"score_spread":0.28281983785397036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399727641","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":[0.25520927,0.040396035,0.011747559,0.066914275,0.0014683206,0.00091731426,0.00034013644,0.00046696173,0.6225401],"genre_scores_gemma":[0.95526993,0.02895379,0.007063372,0.0013672007,0.00013980601,0.00009627265,0.0001417318,0.000027646322,0.006940228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948457,0.0028347797,0.0007556981,0.0003162981,0.00059208344,0.00065543625],"domain_scores_gemma":[0.99618214,0.002318015,0.0003632955,0.0005692789,0.0002763101,0.0002909794],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.008717033,0.00029550996,0.00030711517,0.00067622005,0.0048034447,0.003278521,0.001123434,0.00037812607,0.0007496353],"category_scores_gemma":[0.0007132776,0.00037071688,0.00023230563,0.0013770455,0.0081024105,0.0062944177,0.00016732913,0.00082174764,0.0003310594],"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":[0.000013209296,0.00013696814,0.0059855427,0.00085327396,0.000055891538,0.0000056503277,0.3273611,0.0018311986,0.000053351097,0.56884897,0.0048885234,0.089966305],"study_design_scores_gemma":[0.00024805768,0.000090330504,0.037828233,0.0011046435,0.000074777934,0.000055409313,0.015311786,0.008263393,0.000017886514,0.0062947716,0.9302882,0.0004225394],"about_ca_topic_score_codex":0.7656406,"about_ca_topic_score_gemma":0.90723133,"teacher_disagreement_score":0.92539966,"about_ca_system_score_codex":0.0038785273,"about_ca_system_score_gemma":0.006401595,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W4408936520","doi":"10.4000/13lfn","title":"Tensions entre immersion et médiation dans un dispositif musical innovant","year":2025,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Cultural Insights and Digital Impacts","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":"Art; Immersion (mathematics); Musical; Humanities; Literature; Mathematics; Geometry","score_opus":0.08390584469020897,"score_gpt":0.3349835290165103,"score_spread":0.25107768432630134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408936520","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":[0.22239019,0.0036863172,0.4112052,0.030379813,0.0005159846,0.0005476748,0.000046419922,0.00019521767,0.33103317],"genre_scores_gemma":[0.9638639,0.0022667875,0.027435182,0.005193739,0.000024959438,0.000023426035,0.00014184394,0.000006563328,0.0010435992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99725765,0.0009807991,0.0006660685,0.00026320314,0.0003502011,0.00048207064],"domain_scores_gemma":[0.99729663,0.0008763344,0.00037263622,0.000792017,0.00046968344,0.00019270103],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025464112,0.00025436044,0.00023706665,0.000325612,0.0015950213,0.002716171,0.0012375225,0.00025079297,0.000046808826],"category_scores_gemma":[0.0006225635,0.00022711308,0.00013697469,0.002125947,0.0014539182,0.012565847,0.0006312961,0.00047633058,0.000093227885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012938488,0.00018935135,0.0010635871,0.00012253909,0.000018571187,0.0000053490626,0.0477498,0.0062852283,0.0011173133,0.8710972,0.0030288647,0.06930924],"study_design_scores_gemma":[0.00095861824,0.00017829736,0.14487481,0.0019673302,0.00008794208,0.0005286968,0.0030334278,0.6087128,0.0017851416,0.049839597,0.18741174,0.0006216226],"about_ca_topic_score_codex":0.00271121,"about_ca_topic_score_gemma":0.00031699732,"teacher_disagreement_score":0.8212576,"about_ca_system_score_codex":0.00041059367,"about_ca_system_score_gemma":0.00090865407,"threshold_uncertainty_score":0.9997048},"labels":[],"label_agreement":null},{"id":"W4408936724","doi":"10.4000/13lfk","title":"Pratiques juvéniles sur la plateforme Les as de l’info","year":2025,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"China's Global Influence and Migration","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 Trois-Rivières","funders":"","keywords":"Biology","score_opus":0.021802244378475805,"score_gpt":0.359049485839481,"score_spread":0.33724724146100515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408936724","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":[0.46369597,0.007960938,0.0089129275,0.009749981,0.00016848125,0.00045041312,0.00002918177,0.00018171915,0.5088504],"genre_scores_gemma":[0.9518376,0.030988846,0.011582858,0.0023235495,0.000058167654,0.00009140669,0.000067730936,0.000009062688,0.003040765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959864,0.002070071,0.00073089986,0.00020710776,0.0003995512,0.00060599134],"domain_scores_gemma":[0.9966931,0.0017517376,0.00048483972,0.00050846406,0.00038802545,0.00017383703],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0067868866,0.0002614748,0.0002698578,0.00030477624,0.002723396,0.001224546,0.0012690186,0.0005502362,0.00020664219],"category_scores_gemma":[0.0020986306,0.0002795899,0.00015667109,0.0015549614,0.004230781,0.007121003,0.00018808433,0.0005725192,0.00014227473],"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":[0.000022808077,0.00010131445,0.00764317,0.00024388313,0.000024209963,0.0000017547458,0.109408595,0.004916115,0.00013889968,0.81718594,0.0061977557,0.05411558],"study_design_scores_gemma":[0.0005111176,0.00009534616,0.028610295,0.0016263556,0.0000883402,0.00009618164,0.016102418,0.031072414,0.0005583296,0.085653275,0.835147,0.00043887677],"about_ca_topic_score_codex":0.03926953,"about_ca_topic_score_gemma":0.011592415,"teacher_disagreement_score":0.8289493,"about_ca_system_score_codex":0.0010264062,"about_ca_system_score_gemma":0.0030768386,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W7104537671","doi":"10.4000/154ef","title":"Étude comparative des politiques publiques de soutien au secteur des jeux vidéo","year":2025,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","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":"Entertainment; Entertainment industry; Revenue; Promotion (chess); Video game; Product (mathematics); Cultural institution; Hierarchy","score_opus":0.09215333427054855,"score_gpt":0.37955221599422867,"score_spread":0.2873988817236801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104537671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6330373,0.0070499596,0.0095345955,0.016490873,0.00017977448,0.0005260245,0.000037117978,0.00020314637,0.33294117],"genre_scores_gemma":[0.95703655,0.008534952,0.027444094,0.0018484475,0.00007220532,0.000100366866,0.00006378865,0.000007842848,0.0048917593],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956617,0.0021646947,0.0007128702,0.00022106252,0.00035976988,0.00087992335],"domain_scores_gemma":[0.9970285,0.0010016565,0.0004101975,0.00040616133,0.0008856501,0.00026778132],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0056292587,0.0002854444,0.00033055147,0.00028482845,0.0043841386,0.001404546,0.0013924888,0.00038443296,0.00020091498],"category_scores_gemma":[0.0010745329,0.00028768872,0.0001400033,0.0019275554,0.009224353,0.0055242325,0.00031699025,0.0005565023,0.000046701884],"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":[0.00002240681,0.000120051336,0.04648715,0.00029176223,0.000055610122,0.0000010086122,0.511023,0.0014925487,0.000039480892,0.3971094,0.012941453,0.030416163],"study_design_scores_gemma":[0.00048153076,0.00013125838,0.21169282,0.0021039292,0.00008706003,0.00005642722,0.08017792,0.012275215,0.00086106634,0.10863561,0.58289284,0.0006043523],"about_ca_topic_score_codex":0.04030161,"about_ca_topic_score_gemma":0.040480144,"teacher_disagreement_score":0.56995136,"about_ca_system_score_codex":0.002556878,"about_ca_system_score_gemma":0.0024578795,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null},{"id":"W75076930","doi":"10.4000/rfsic.961","title":"Paradigme de l’interdisciplinarité, communication et développement international","year":2014,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Education, sociology, and vocational training","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 du Québec en Outaouais","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.1406658974854524,"score_gpt":0.46917841666432736,"score_spread":0.3285125191788749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75076930","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":[0.11554217,0.003186254,0.11386515,0.22749855,0.0012165927,0.0006005188,0.000046791913,0.00022756468,0.5378164],"genre_scores_gemma":[0.8611931,0.016749626,0.11731216,0.0032514653,0.00033716694,0.00015574285,0.00033601912,0.000017029917,0.00064765295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991009,0.006791716,0.00083017076,0.00025753837,0.0004922822,0.00061931845],"domain_scores_gemma":[0.9929984,0.0048342324,0.0007351793,0.00073887827,0.0004611036,0.00023218893],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.029930707,0.0002614892,0.0002631976,0.00029067515,0.003002465,0.0007427647,0.002137975,0.0003891537,0.0003107388],"category_scores_gemma":[0.0026392755,0.00031025702,0.00015861832,0.000773519,0.0067887604,0.0036719567,0.0003087912,0.00071606087,0.00013682534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067638603,0.00014817054,0.008921398,0.000074791256,0.00003122115,1.2105824e-7,0.22686519,0.003878478,0.000017567263,0.7404863,0.002315002,0.01725498],"study_design_scores_gemma":[0.00076805305,0.00010270014,0.053603742,0.0009584329,0.00007444125,0.000090504276,0.054138962,0.07939592,0.0000312137,0.21585652,0.59442663,0.00055286736],"about_ca_topic_score_codex":0.0018380656,"about_ca_topic_score_gemma":0.0007282003,"teacher_disagreement_score":0.74565095,"about_ca_system_score_codex":0.0010317103,"about_ca_system_score_gemma":0.0011893864,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null}]}