{"meta":{"query_hash":"eca28855e0f8","filters":{"venue":"I2D - Information données & documents"},"cohort_total":71,"direct_labels_cover":1,"predictions_cover":71,"exported":71,"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/eca28855e0f8","api":"https://metacan.xera.ac/api/v1/cohort?venue=I2D+-+Information+donn%C3%A9es+%26+documents"},"results":[{"id":"W1902044186","doi":"10.3917/i2d.152.0070","title":"L’extraction d’entités nommées : une opportunité pour le secteur culturel ?","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04627228685610568,"score_gpt":0.30643242697891415,"score_spread":0.26016014012280847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1902044186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19136907,0.0055272644,0.662344,0.01886772,0.00054902065,0.0007103907,0.0029540136,0.0039505237,0.11372792],"genre_scores_gemma":[0.45316428,0.0040249852,0.47122866,0.0020177786,0.00012425856,0.00041509108,0.0047446745,0.0017260833,0.06255415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950777,0.0019648413,0.0003461459,0.0006402617,0.0017302975,0.00024061193],"domain_scores_gemma":[0.9858548,0.005506787,0.0006660811,0.0026953926,0.00505143,0.00022554495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008309878,0.0008598091,0.00059420266,0.0032827582,0.0033608498,0.008255018,0.0017257516,0.0015485436,0.008575985],"category_scores_gemma":[0.017488783,0.0006389776,0.0009202268,0.0044387733,0.003418018,0.011780696,0.0029750396,0.0017719453,0.0029629527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025355857,0.00009268858,0.023956759,0.0022316868,0.00018930898,0.001774044,0.080509655,0.0029912665,0.042060338,0.14638326,0.027439578,0.6721179],"study_design_scores_gemma":[0.000027418542,0.00010476177,0.025775468,0.001289293,0.0001892715,0.0021816297,0.041083414,0.012660047,0.043527383,0.051942583,0.8209918,0.00022684937],"about_ca_topic_score_codex":0.093388185,"about_ca_topic_score_gemma":0.12527688,"teacher_disagreement_score":0.093388185,"about_ca_system_score_codex":0.005622158,"about_ca_system_score_gemma":0.0075414935,"threshold_uncertainty_score":0.18568921},"labels":[],"label_agreement":null},{"id":"W1912997339","doi":"10.3917/i2d.151.0052","title":"Les working papers en économie","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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; Library science; Philosophy; Computer science","score_opus":0.2740344542178427,"score_gpt":0.31182719575634915,"score_spread":0.037792741538506425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912997339","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030588042,0.14825687,0.004887035,0.2307623,0.0629323,0.0002352797,0.04135338,0.00091704115,0.5075971],"genre_scores_gemma":[0.041753776,0.2288337,0.0072508045,0.034400366,0.021546092,0.00088531355,0.047728885,0.0021246867,0.6154764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929569,0.0011359848,0.0007354477,0.00094499206,0.0034561497,0.0007705883],"domain_scores_gemma":[0.9842354,0.0054384656,0.001229391,0.0013375543,0.0063801226,0.0013789543],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007408257,0.0013809904,0.001505261,0.008242593,0.0022676133,0.014946839,0.0013584968,0.00543888,0.10150696],"category_scores_gemma":[0.03351996,0.0008244971,0.0013775877,0.018162705,0.0016019699,0.007254823,0.0022725328,0.007834592,0.05792194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047460428,0.000020939513,0.00046958137,0.00058410206,0.000038826092,0.00004115937,0.00013320093,0.00010836875,0.00010146408,0.034319226,0.9255669,0.03856877],"study_design_scores_gemma":[0.000009526388,0.0000045714214,0.0010498828,0.00033449382,0.000019486743,0.000027002488,0.00012609593,0.000029118628,0.00012724887,0.0044939714,0.9937676,0.000011137741],"about_ca_topic_score_codex":0.01920325,"about_ca_topic_score_gemma":0.019141205,"teacher_disagreement_score":0.9850532,"about_ca_system_score_codex":0.0068351524,"about_ca_system_score_gemma":0.013960298,"threshold_uncertainty_score":0.33957464},"labels":[],"label_agreement":null},{"id":"W1932056044","doi":"10.3917/i2d.151.0063","title":"Sur la voie de l’open access et de l’open data","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science; Computer science; Humanities; Philosophy","score_opus":0.5558674876823668,"score_gpt":0.467568127053682,"score_spread":0.08829936062868482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932056044","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006012409,0.056940984,0.117675446,0.6878296,0.020375488,0.00015521009,0.0007181144,0.0007522911,0.10954031],"genre_scores_gemma":[0.2913474,0.13522024,0.20420443,0.11822302,0.03449054,0.0014281046,0.0031565016,0.0041322927,0.20779751],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9397381,0.025987115,0.0036399513,0.004328902,0.023068028,0.0032378535],"domain_scores_gemma":[0.81722045,0.11515099,0.0054447413,0.02861398,0.023527052,0.010042749],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.06998298,0.0007391798,0.0012780038,0.00604694,0.008675363,0.035703793,0.0037062562,0.01600784,0.01642565],"category_scores_gemma":[0.13724166,0.0010977486,0.0016882624,0.009176102,0.039820723,0.07740364,0.022362055,0.023274086,0.003966194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030010446,0.000015590387,0.00020059515,0.00019211002,0.000010817112,0.00008295251,0.002332302,0.00016798389,0.00023289713,0.92540056,0.04143929,0.029894942],"study_design_scores_gemma":[0.000015073423,0.0000146363145,0.00034719516,0.00057129643,0.00000668647,0.00020649302,0.0019127448,0.00046912872,0.0004205313,0.26431233,0.7316742,0.000049541646],"about_ca_topic_score_codex":0.018993098,"about_ca_topic_score_gemma":0.009845676,"teacher_disagreement_score":0.9962937,"about_ca_system_score_codex":0.009651306,"about_ca_system_score_gemma":0.02227255,"threshold_uncertainty_score":0.3701098},"labels":[{"model":"gemma","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2127964821","doi":"10.3917/i2d.152.0032","title":"Recherche en visualisation d’information ou Dataviz : pourquoi et comment ?","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Data Visualization and Analytics","field":"Computer Science","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Computer science; Philosophy","score_opus":0.250858938396759,"score_gpt":0.41986738823540415,"score_spread":0.16900844983864516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127964821","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045566177,0.050501864,0.03193697,0.8445996,0.034429405,0.00018465666,0.00097211276,0.0016379883,0.03118075],"genre_scores_gemma":[0.15721421,0.13848084,0.12456335,0.4265162,0.0402128,0.0011789944,0.00346036,0.00540581,0.102967404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9307964,0.038211085,0.004633837,0.0059952727,0.018581614,0.001781785],"domain_scores_gemma":[0.81186515,0.08745565,0.0047619445,0.017209021,0.0758222,0.0028860627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.061334193,0.001583241,0.001997187,0.0029030943,0.0050579607,0.021602117,0.004923945,0.011451596,0.01733632],"category_scores_gemma":[0.23352884,0.00088072586,0.0021038023,0.0064087627,0.014487293,0.0354536,0.0062827026,0.015098588,0.009520449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025947884,0.00010864187,0.0022784425,0.003033731,0.00021149096,0.0005646109,0.013480324,0.0008965011,0.003465079,0.23576383,0.5921659,0.147772],"study_design_scores_gemma":[0.0000672264,0.00007940871,0.0016711854,0.0025906176,0.00008916113,0.00082567194,0.013483623,0.0011921733,0.0029817768,0.06433496,0.91247517,0.00020902701],"about_ca_topic_score_codex":0.076926276,"about_ca_topic_score_gemma":0.052689303,"teacher_disagreement_score":0.076926276,"about_ca_system_score_codex":0.0066820313,"about_ca_system_score_gemma":0.013711328,"threshold_uncertainty_score":0.3243701},"labels":[],"label_agreement":null},{"id":"W2178722649","doi":"10.3917/i2d.153.0050","title":"Mutualisation versus fusion. Approches comparées","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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; Fusion; Art; Philosophy; Linguistics","score_opus":0.3591619431243249,"score_gpt":0.33229471623990253,"score_spread":0.02686722688442239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178722649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012596326,0.0077153128,0.9049308,0.0020913964,0.0004193569,0.00031705416,0.00024854986,0.0021133446,0.06956786],"genre_scores_gemma":[0.45163786,0.0057669845,0.50723535,0.00072805316,0.0005854545,0.0008028123,0.0007968991,0.0013362708,0.031110303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98569345,0.007076743,0.00064637855,0.0017991023,0.0040787505,0.0007055919],"domain_scores_gemma":[0.9906702,0.004930946,0.0005244714,0.002534604,0.0011296616,0.00021003067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0085355695,0.0012324796,0.0011104029,0.0024206107,0.0016512068,0.00744844,0.0028759227,0.002755174,0.020054191],"category_scores_gemma":[0.021952651,0.000826371,0.0020268161,0.0034775266,0.0036673674,0.011288271,0.007705207,0.0023558089,0.005641031],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007887468,0.00008476236,0.00083972793,0.0011859544,0.0002544677,0.00015467445,0.0043991543,0.011493022,0.0053861956,0.5913041,0.007109168,0.377],"study_design_scores_gemma":[0.00019784908,0.00033752783,0.0013931589,0.0008802807,0.00043630696,0.0011017894,0.0035526128,0.087561674,0.01788371,0.6714909,0.21497637,0.00018775648],"about_ca_topic_score_codex":0.0019653684,"about_ca_topic_score_gemma":0.0017143446,"teacher_disagreement_score":0.020054191,"about_ca_system_score_codex":0.0018754596,"about_ca_system_score_gemma":0.0019004018,"threshold_uncertainty_score":0.06708795},"labels":[],"label_agreement":null},{"id":"W2187003121","doi":"10.3917/i2d.153.0063","title":"« Mutualiser aujourd’hui, c’est offrir la capacité de créer des ponts... et de les entretenir ! »","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":0.18234946878577693,"score_gpt":0.32716061944528996,"score_spread":0.14481115065951303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187003121","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05011741,0.008710253,0.36569178,0.10601809,0.0033680794,0.00071449846,0.0008106369,0.0035388833,0.46103042],"genre_scores_gemma":[0.5000061,0.00613539,0.18105675,0.016020851,0.0014804102,0.00060448446,0.00094954664,0.0021153965,0.2916311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9847269,0.007459592,0.000563043,0.001832479,0.004504265,0.00091365713],"domain_scores_gemma":[0.96929055,0.011531276,0.0025830825,0.007212159,0.007368813,0.002014182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013777737,0.0009787859,0.00073961634,0.0021926663,0.0077859564,0.012065653,0.002497451,0.004615492,0.020719856],"category_scores_gemma":[0.04480007,0.0008628166,0.0009777751,0.0026535126,0.00874911,0.023672057,0.012400439,0.0049954494,0.007419943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022250158,0.0001548376,0.004763304,0.0012064371,0.00017934499,0.0009832709,0.057224832,0.0009752799,0.0113524515,0.5687196,0.11540366,0.23881444],"study_design_scores_gemma":[0.000030662908,0.000061894134,0.0016086178,0.000416655,0.00007740361,0.0007606065,0.01118824,0.0020147313,0.0051267333,0.083240576,0.89534104,0.00013275204],"about_ca_topic_score_codex":0.015720706,"about_ca_topic_score_gemma":0.015638834,"teacher_disagreement_score":0.020719856,"about_ca_system_score_codex":0.004640773,"about_ca_system_score_gemma":0.009249581,"threshold_uncertainty_score":0.07286447},"labels":[],"label_agreement":null},{"id":"W2199285386","doi":"10.3917/i2d.153.0064","title":"La médiathèque intercommunale Ouest Provence : une mutualisation à forte valeur ajoutée","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"French Urban and Social Studies","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Art; Humanities","score_opus":0.0655509432457038,"score_gpt":0.2941501232632206,"score_spread":0.22859918001751678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199285386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08602523,0.012583565,0.04960398,0.059742134,0.0019116666,0.00025031407,0.0010828846,0.001117371,0.7876829],"genre_scores_gemma":[0.8658511,0.0060567027,0.0148814665,0.002541842,0.0017162556,0.00023618361,0.0007106551,0.000404782,0.10760091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920586,0.0033994855,0.00028413424,0.0008579931,0.0024572173,0.0009424954],"domain_scores_gemma":[0.9827818,0.0069083455,0.002071811,0.0030558791,0.0028650342,0.0023170235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006582749,0.00061426556,0.00053509336,0.0032553058,0.005632433,0.0174725,0.0016716779,0.003347037,0.030602276],"category_scores_gemma":[0.02430673,0.0006162026,0.0006679097,0.00502508,0.005301797,0.019643586,0.013808664,0.0033391376,0.004990822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023982584,0.00015172464,0.009387377,0.00088538945,0.00013327927,0.0010128572,0.020077242,0.00086970604,0.0049084136,0.6357572,0.047962744,0.2786142],"study_design_scores_gemma":[0.00005847306,0.000110986606,0.008608593,0.0006366411,0.00009971753,0.00071390305,0.008803706,0.0012541176,0.0029285913,0.077893354,0.8987894,0.000102466554],"about_ca_topic_score_codex":0.010338578,"about_ca_topic_score_gemma":0.010168213,"teacher_disagreement_score":0.030602276,"about_ca_system_score_codex":0.004758473,"about_ca_system_score_gemma":0.008348689,"threshold_uncertainty_score":0.10237479},"labels":[],"label_agreement":null},{"id":"W2200113432","doi":"10.3917/i2d.153.0015","title":"Interfaces documentaires innovantes","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer science","score_opus":0.27617539162092136,"score_gpt":0.33598628925472074,"score_spread":0.059810897633799376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200113432","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1790155,0.02059245,0.24273218,0.0068491693,0.0022543424,0.0029314351,0.003870312,0.006914421,0.53484017],"genre_scores_gemma":[0.60201675,0.009769197,0.25989914,0.0027025205,0.0007887279,0.0028440533,0.0068835486,0.0025860332,0.11251006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9307596,0.028518733,0.0055258702,0.0046344227,0.02832995,0.0022313786],"domain_scores_gemma":[0.91985506,0.040133793,0.0038827276,0.011577775,0.022847323,0.0017033643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026285538,0.001975696,0.0012578988,0.006120939,0.0030110118,0.026599027,0.0031189555,0.0055981614,0.023984404],"category_scores_gemma":[0.09483696,0.0008833905,0.0017979069,0.007559008,0.0038629342,0.015525825,0.0065584495,0.0048176292,0.009388385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013379713,0.0007443551,0.010648463,0.0054425173,0.00037358722,0.0016955555,0.03523938,0.0032398012,0.015039098,0.26967028,0.034037877,0.6225312],"study_design_scores_gemma":[0.00024494398,0.0005334307,0.005289576,0.0021842394,0.0003409055,0.0026215021,0.010550776,0.005432332,0.017641978,0.026899375,0.92803985,0.0002211203],"about_ca_topic_score_codex":0.007711357,"about_ca_topic_score_gemma":0.0027005174,"teacher_disagreement_score":0.026599027,"about_ca_system_score_codex":0.004908137,"about_ca_system_score_gemma":0.0036715232,"threshold_uncertainty_score":0.13901293},"labels":[],"label_agreement":null},{"id":"W2212180840","doi":"10.3917/i2d.153.0037","title":"Un programme interministériel d’archivage électronique","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Computer science","score_opus":0.18881535255552392,"score_gpt":0.3118314632678292,"score_spread":0.12301611071230525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212180840","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07556866,0.017776174,0.25910303,0.035637178,0.005466152,0.0048137065,0.017720276,0.012955346,0.57095945],"genre_scores_gemma":[0.2533326,0.007068516,0.23724763,0.0024650297,0.00066539145,0.004276671,0.018209806,0.0036266448,0.47310773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98972523,0.0040922347,0.00030108073,0.0009486403,0.0037347365,0.0011981014],"domain_scores_gemma":[0.98727906,0.0027780505,0.0007122773,0.002661765,0.004168857,0.0023999116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015406163,0.001384972,0.0008062864,0.0033424702,0.0026842554,0.0059390278,0.0021826166,0.002759909,0.054271],"category_scores_gemma":[0.013785067,0.0006576643,0.0008008525,0.0022244332,0.0015423953,0.0037850295,0.0059455847,0.0041705137,0.013855143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017771098,0.0010836578,0.007702518,0.0016063785,0.0001397549,0.0007742475,0.004971431,0.0037943916,0.030093614,0.23680995,0.25414366,0.4571033],"study_design_scores_gemma":[0.00015030064,0.00018443215,0.0060150395,0.00027088812,0.00001827863,0.00029840862,0.0005157293,0.0013984597,0.008475998,0.0041837543,0.97845423,0.000034397053],"about_ca_topic_score_codex":0.019126019,"about_ca_topic_score_gemma":0.011609164,"teacher_disagreement_score":0.054271,"about_ca_system_score_codex":0.00502544,"about_ca_system_score_gemma":0.02211136,"threshold_uncertainty_score":0.18155456},"labels":[],"label_agreement":null},{"id":"W2213409094","doi":"10.3917/i2d.153.0044","title":"Animer le réseau Must : un peu d’outils, beaucoup d’humain","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy","score_opus":0.2056089393041655,"score_gpt":0.3007754032526044,"score_spread":0.09516646394843889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213409094","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06783487,0.011687104,0.1497761,0.1631585,0.011014559,0.00026359883,0.00034308515,0.0020566466,0.5938655],"genre_scores_gemma":[0.5097092,0.0073283473,0.05812231,0.015597611,0.0017841627,0.00028881393,0.00037218686,0.001780352,0.40501696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771345,0.001168405,0.00005458755,0.0002226213,0.00067457074,0.00016631416],"domain_scores_gemma":[0.9966863,0.0014397128,0.00017161905,0.00048543597,0.00063479715,0.00058218825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030613642,0.0005701442,0.00026429983,0.0010179441,0.007183031,0.008111865,0.0012352642,0.00306284,0.013606582],"category_scores_gemma":[0.008011388,0.00035057627,0.00033388686,0.000966997,0.010280628,0.008507883,0.0063789655,0.0033417158,0.0026322587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011020473,0.00005539724,0.0011405341,0.00044765553,0.000022286342,0.0010901917,0.19661503,0.00054920634,0.0058610006,0.43030632,0.21479441,0.14900781],"study_design_scores_gemma":[0.0000050928425,0.000018513723,0.00047566334,0.00025989552,0.00000639406,0.00036881558,0.024674986,0.00044207842,0.0009248955,0.017143646,0.9556448,0.000035157307],"about_ca_topic_score_codex":0.010016264,"about_ca_topic_score_gemma":0.017048465,"teacher_disagreement_score":0.013606582,"about_ca_system_score_codex":0.0022023595,"about_ca_system_score_gemma":0.0032614432,"threshold_uncertainty_score":0.045518517},"labels":[],"label_agreement":null},{"id":"W2215163939","doi":"10.3917/i2d.153.0009","title":"Éditer un webmagazine : un nouveau métier ?","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science; Humanities; Philosophy","score_opus":0.1561224380032446,"score_gpt":0.29245876904921014,"score_spread":0.13633633104596554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215163939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05871519,0.021850243,0.29040956,0.22121587,0.054678157,0.00037085128,0.009434013,0.048209354,0.29511675],"genre_scores_gemma":[0.2085058,0.01287529,0.20099995,0.017855959,0.017332809,0.00022161835,0.011614425,0.025028042,0.50556606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615955,0.0011532822,0.0001604989,0.00048111915,0.0019063852,0.00013906352],"domain_scores_gemma":[0.98812187,0.0035642197,0.0006863812,0.0024079166,0.0040575336,0.0011621205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004489774,0.00061352627,0.0006072721,0.0022264102,0.0022844784,0.0061250157,0.0013507644,0.0019549998,0.04301622],"category_scores_gemma":[0.025809756,0.00042008856,0.0003742515,0.0023170598,0.0017124669,0.008178846,0.002656409,0.0020383107,0.017081203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023648956,0.00007209526,0.0025216243,0.00087261107,0.0000525226,0.0007515415,0.004620431,0.0007735279,0.009084344,0.033095118,0.59734094,0.35057873],"study_design_scores_gemma":[0.000012972969,0.000019909678,0.0007818518,0.00010497473,0.000009439286,0.00032753474,0.00056425924,0.0005952296,0.0017424612,0.003225511,0.992588,0.00002784072],"about_ca_topic_score_codex":0.009220524,"about_ca_topic_score_gemma":0.015599479,"teacher_disagreement_score":0.04301622,"about_ca_system_score_codex":0.0010935008,"about_ca_system_score_gemma":0.002416728,"threshold_uncertainty_score":0.14390361},"labels":[],"label_agreement":null},{"id":"W2215658766","doi":"10.3917/i2d.153.0056","title":"Mutualisation des marchés d’abonnements juridiques","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Traditional medicine; Art; Medicine","score_opus":0.05156809928678853,"score_gpt":0.2502528065051666,"score_spread":0.1986847072183781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215658766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46284252,0.0018629156,0.32086316,0.0077926437,0.0014414372,0.00051975664,0.0065343026,0.0062739234,0.19186924],"genre_scores_gemma":[0.812416,0.0004214539,0.086688355,0.000117740914,0.00021337252,0.00027690674,0.0015243413,0.00030171225,0.09804014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967829,0.00068707985,0.00022254988,0.0005529813,0.0012612435,0.00049320917],"domain_scores_gemma":[0.9915208,0.0036475502,0.0010967939,0.001343947,0.0015069,0.0008840159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032014544,0.00033848133,0.0004747316,0.0019712416,0.0020159895,0.004177994,0.0012576585,0.0016489626,0.05606652],"category_scores_gemma":[0.019100795,0.0005409188,0.0011258041,0.00232221,0.0010277863,0.002699503,0.002174636,0.001806472,0.005112863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00222403,0.00027344035,0.02531413,0.000379374,0.00026940834,0.0018467774,0.004364151,0.08791485,0.0093765715,0.4925534,0.051065363,0.32441851],"study_design_scores_gemma":[0.00043168716,0.0005934397,0.06519631,0.00038556245,0.00027519034,0.0031241344,0.004717106,0.28661427,0.019416945,0.15130012,0.46759233,0.00035296875],"about_ca_topic_score_codex":0.022124073,"about_ca_topic_score_gemma":0.016639616,"teacher_disagreement_score":0.05606652,"about_ca_system_score_codex":0.002401146,"about_ca_system_score_gemma":0.0024084786,"threshold_uncertainty_score":0.18756115},"labels":[],"label_agreement":null},{"id":"W2231267819","doi":"10.3917/i2d.153.0034","title":"Mutualiser les compétences en matière d’archivage","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Calais; Humanities; Political science; Philosophy; Computer science","score_opus":0.19881093867261576,"score_gpt":0.316017875257316,"score_spread":0.11720693658470024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231267819","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087237634,0.0049590026,0.09994396,0.027470168,0.0010498414,0.00042262857,0.00025419393,0.0009725626,0.77769005],"genre_scores_gemma":[0.63461494,0.0025916938,0.048926856,0.0020992912,0.00018097676,0.00024121089,0.00032165696,0.0005949225,0.3104284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99303037,0.0029120997,0.00031913113,0.0006980197,0.0022618037,0.00077854353],"domain_scores_gemma":[0.9935476,0.0020988395,0.00040294352,0.0012259614,0.0019499753,0.00077459024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009216156,0.0006589561,0.0003163989,0.0024396915,0.008772538,0.012704117,0.0020036069,0.004138706,0.021346712],"category_scores_gemma":[0.014273297,0.0006089581,0.0006741089,0.0017586949,0.011021116,0.012955134,0.0107300095,0.0036499419,0.0038940571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005133767,0.00007659247,0.0024433357,0.00049337564,0.000025232983,0.0008155902,0.36323288,0.0004710091,0.0033090503,0.4950883,0.03308282,0.100910366],"study_design_scores_gemma":[0.0000126487175,0.000039135,0.0027590822,0.0004764278,0.00002168536,0.0009832013,0.07087552,0.00044284633,0.002561274,0.033820897,0.8879585,0.00004877229],"about_ca_topic_score_codex":0.02733412,"about_ca_topic_score_gemma":0.037299644,"teacher_disagreement_score":0.02733412,"about_ca_system_score_codex":0.007677288,"about_ca_system_score_gemma":0.0112946695,"threshold_uncertainty_score":0.07141191},"labels":[],"label_agreement":null},{"id":"W2243146250","doi":"10.3917/i2d.153.0060","title":"Bibliothèque et Archives nationales du Québec, l’harmonisation après la fusion","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science","score_opus":0.03092135950927081,"score_gpt":0.2507496481333281,"score_spread":0.21982828862405732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243146250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06952493,0.027120551,0.009680492,0.053456012,0.0018442817,0.00033213265,0.01647632,0.000809227,0.820756],"genre_scores_gemma":[0.4960125,0.010869762,0.009576649,0.0031922364,0.00021588268,0.00019063058,0.005370103,0.0002307869,0.47434154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567384,0.0005743427,0.0001935906,0.0005018553,0.0021611047,0.0008953221],"domain_scores_gemma":[0.9911668,0.0007726958,0.0005317259,0.00069216196,0.005734192,0.0011023985],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030437778,0.00046452443,0.0005275913,0.005766397,0.014257748,0.010195577,0.0015571794,0.0012687643,0.03790731],"category_scores_gemma":[0.0083917305,0.00043178088,0.0004747273,0.014450922,0.0042417725,0.0031293374,0.0030007644,0.0023925842,0.0019018892],"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":[0.00013365659,0.00006134806,0.021857701,0.0007471307,0.00013196711,0.0006479226,0.024908071,0.0010585826,0.0013926149,0.49143276,0.23505709,0.2225712],"study_design_scores_gemma":[0.00000982677,0.0000102650565,0.036442723,0.00024251135,0.000024007411,0.00007208961,0.004124681,0.00019184758,0.00027173717,0.0029812984,0.9555818,0.000047256293],"about_ca_topic_score_codex":0.9947431,"about_ca_topic_score_gemma":0.99668914,"teacher_disagreement_score":0.98980445,"about_ca_system_score_codex":0.117046446,"about_ca_system_score_gemma":0.20638359,"threshold_uncertainty_score":0.84923536},"labels":[],"label_agreement":null},{"id":"W2249722071","doi":"10.3917/i2d.153.0036","title":"Mutualisation d’outils documentaires entre écoles d’architecture","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Architecture; Sociology; Art; Visual arts","score_opus":0.150174658447169,"score_gpt":0.4132342775459986,"score_spread":0.2630596190988296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249722071","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29290348,0.0049822666,0.49375626,0.017799502,0.00095792883,0.0011592017,0.0037481154,0.0058374107,0.17885578],"genre_scores_gemma":[0.70512635,0.0017191479,0.21931353,0.0004491809,0.0003877475,0.0006983783,0.004094438,0.001562136,0.0666491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9678601,0.014178659,0.0020112796,0.0022976636,0.012355034,0.001297272],"domain_scores_gemma":[0.92452925,0.04039541,0.0039851344,0.016426045,0.012449112,0.002214987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023157515,0.00068140513,0.0006989491,0.0075013805,0.0057529216,0.015164068,0.0019649353,0.0023523173,0.012696416],"category_scores_gemma":[0.07146497,0.0010132128,0.0013457566,0.006648399,0.0043713963,0.015219484,0.011003162,0.003255617,0.0019819858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062169525,0.00032484616,0.017122788,0.0012321465,0.0002965231,0.0023118064,0.06752766,0.009202697,0.01575366,0.4323153,0.027281003,0.4260099],"study_design_scores_gemma":[0.00016612823,0.00023359901,0.014729043,0.00090314215,0.00015355223,0.0013883266,0.016497845,0.017538618,0.015938116,0.052618563,0.87954247,0.00029061834],"about_ca_topic_score_codex":0.03711627,"about_ca_topic_score_gemma":0.03380742,"teacher_disagreement_score":0.03711627,"about_ca_system_score_codex":0.0062199566,"about_ca_system_score_gemma":0.00991294,"threshold_uncertainty_score":0.12247014},"labels":[],"label_agreement":null},{"id":"W2253577892","doi":"10.3917/i2d.154.0061","title":"Valeurs ajoutées des archives ouvertes","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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; Art","score_opus":0.31421338013849825,"score_gpt":0.31578102356344034,"score_spread":0.001567643424942089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253577892","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3862661,0.03826914,0.072086185,0.009911938,0.008136479,0.0008381549,0.033369582,0.021652991,0.42946947],"genre_scores_gemma":[0.64077044,0.013644851,0.0754288,0.00072408014,0.0013436258,0.0004073124,0.02541306,0.004454358,0.23781356],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98826957,0.0019680548,0.0010712952,0.0012158918,0.0066141416,0.0008611409],"domain_scores_gemma":[0.9558107,0.010555571,0.0031626148,0.0054231263,0.021895396,0.0031526173],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.008088498,0.0010802066,0.0008845056,0.011590531,0.0062195975,0.015152857,0.00172318,0.0016374922,0.036808293],"category_scores_gemma":[0.046235558,0.000848594,0.0016137118,0.012026876,0.0013928224,0.00722854,0.004491106,0.0018512574,0.016357973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020584732,0.00037586008,0.05012107,0.0036135772,0.0006247266,0.0017704349,0.02089694,0.004862799,0.017378127,0.037020907,0.12032236,0.7409547],"study_design_scores_gemma":[0.00012638418,0.00024351063,0.04993874,0.0010421557,0.0006274352,0.0022440057,0.012335448,0.0051306975,0.028283434,0.011199459,0.8885772,0.0002515277],"about_ca_topic_score_codex":0.040504485,"about_ca_topic_score_gemma":0.036867164,"teacher_disagreement_score":0.9982768,"about_ca_system_score_codex":0.004492714,"about_ca_system_score_gemma":0.007898756,"threshold_uncertainty_score":0.123135984},"labels":[],"label_agreement":null},{"id":"W2254975624","doi":"10.3917/i2d.153.0046","title":"Une mutualisation de l’offre culturelle au service d’un territoire diversifié","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science","score_opus":0.056234228323529624,"score_gpt":0.27045253129802793,"score_spread":0.21421830297449831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254975624","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3068714,0.005887424,0.053818904,0.052006457,0.00046139956,0.0003671769,0.0014712864,0.0006170656,0.57849884],"genre_scores_gemma":[0.88929373,0.0018693738,0.015187932,0.0012260231,0.00015471072,0.00017698908,0.00050668075,0.00010747356,0.091477044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99410146,0.0029114026,0.0002216052,0.00062730885,0.0013793341,0.0007588657],"domain_scores_gemma":[0.9961932,0.0016529183,0.00050536403,0.00053032005,0.00077170756,0.00034647944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004754187,0.0003957355,0.0003744835,0.00168622,0.0066479705,0.0062101614,0.00093350274,0.0020737043,0.020112528],"category_scores_gemma":[0.009562885,0.00046712096,0.00065612484,0.0031089727,0.004997348,0.004638335,0.0043177353,0.0025506564,0.0012055122],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120576406,0.000107176915,0.016724894,0.0005394807,0.000102189966,0.0013044183,0.052417506,0.0018288275,0.0038616383,0.77233183,0.02361028,0.12705116],"study_design_scores_gemma":[0.000058328133,0.00010726425,0.031457715,0.0006521572,0.00005734229,0.0010840989,0.022912344,0.002128905,0.0017912802,0.028106056,0.91155106,0.00009344536],"about_ca_topic_score_codex":0.18565057,"about_ca_topic_score_gemma":0.21138148,"teacher_disagreement_score":0.18565057,"about_ca_system_score_codex":0.011725312,"about_ca_system_score_gemma":0.01402208,"threshold_uncertainty_score":0.36913997},"labels":[],"label_agreement":null},{"id":"W2255431475","doi":"10.3917/i2d.154.0056","title":"Données de la recherche : entre discours, réalités et valeur","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Philosophy; Mathematics; Humanities","score_opus":0.566791896221365,"score_gpt":0.4185580807086748,"score_spread":0.14823381551269027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255431475","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008789925,0.111616224,0.05596746,0.5599016,0.015549621,0.0002725756,0.0013752012,0.0006525203,0.24587493],"genre_scores_gemma":[0.4459439,0.1697103,0.081848785,0.13855717,0.022207018,0.0020190002,0.0030071556,0.0025877422,0.13411884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7622307,0.13518655,0.017908115,0.01219378,0.068873666,0.0036072086],"domain_scores_gemma":[0.514255,0.32850754,0.017714763,0.053658124,0.080673665,0.0051908987],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.14842238,0.0014426537,0.0023747673,0.009933211,0.013711431,0.044855848,0.006266587,0.010929068,0.012529737],"category_scores_gemma":[0.38490492,0.0017893728,0.0020070355,0.017349461,0.05230363,0.04111956,0.021047032,0.01829022,0.0053637135],"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":[0.00010862399,0.000037997965,0.0011829147,0.0028653606,0.00017010629,0.00039591102,0.0703287,0.00041151594,0.0006128649,0.7183677,0.12213046,0.08338777],"study_design_scores_gemma":[0.000025805559,0.000024022982,0.000670697,0.0057529737,0.000080558784,0.00048871414,0.019004753,0.00027709294,0.0005835161,0.11282238,0.8601666,0.00010287915],"about_ca_topic_score_codex":0.03405603,"about_ca_topic_score_gemma":0.02372502,"teacher_disagreement_score":0.95514417,"about_ca_system_score_codex":0.017692564,"about_ca_system_score_gemma":0.036256775,"threshold_uncertainty_score":0.7849419},"labels":[],"label_agreement":null},{"id":"W2256271541","doi":"10.3917/i2d.154.0039","title":"La valeur sociale à l’épreuve du politique","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science; Humanities; Art","score_opus":0.251926447272738,"score_gpt":0.3239922125689882,"score_spread":0.0720657652962502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256271541","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085225046,0.00410981,0.031880755,0.02038624,0.0001879679,0.00007274097,0.00043217323,0.00019981734,0.8575054],"genre_scores_gemma":[0.96214956,0.0024847595,0.006356391,0.00039399244,0.000120518394,0.00009447849,0.00016040143,0.000109906476,0.028129982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9902867,0.0051999604,0.00029130356,0.0011618697,0.002231523,0.0008286066],"domain_scores_gemma":[0.99242216,0.0036175663,0.0009831211,0.0010963095,0.0014060712,0.00047478263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076158238,0.00057731953,0.0005429423,0.005197937,0.0045860945,0.02084307,0.0009130995,0.0016914884,0.016431214],"category_scores_gemma":[0.016815886,0.00046254357,0.0005742137,0.007668959,0.017228449,0.012410265,0.004905026,0.002284811,0.0013665922],"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":[0.000016942886,0.000010094719,0.0015724457,0.000058770416,0.000035445883,0.000028221624,0.0045660953,0.00049232604,0.0001110247,0.97901547,0.0011487901,0.0129443975],"study_design_scores_gemma":[0.000042168987,0.00004869941,0.011461955,0.00040696186,0.000057397585,0.00013876108,0.009232826,0.0015809737,0.0005209552,0.7037586,0.2727053,0.00004549087],"about_ca_topic_score_codex":0.021854488,"about_ca_topic_score_gemma":0.023097187,"teacher_disagreement_score":0.021854488,"about_ca_system_score_codex":0.01411431,"about_ca_system_score_gemma":0.008719859,"threshold_uncertainty_score":0.10240698},"labels":[],"label_agreement":null},{"id":"W2260113663","doi":"10.3917/i2d.153.0053","title":"Points-clés pour une mutualisation réussie","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06913350549298816,"score_gpt":0.33464833592174004,"score_spread":0.2655148304287519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260113663","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008590994,0.002150331,0.86892885,0.00872751,0.0011888496,0.0015746898,0.001303549,0.0023270508,0.10520814],"genre_scores_gemma":[0.14630815,0.0021831435,0.76461625,0.0013547614,0.0007640159,0.002526226,0.003411038,0.0011786141,0.07765775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9642679,0.011373153,0.003808343,0.004194486,0.01465524,0.0017008127],"domain_scores_gemma":[0.9516172,0.016450027,0.0032515314,0.011363305,0.015898947,0.0014189665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023269696,0.0029464134,0.0016260024,0.008994604,0.008444162,0.01597619,0.0044856328,0.009503292,0.04297112],"category_scores_gemma":[0.07248771,0.0018285982,0.004646142,0.0075018066,0.007888979,0.02075129,0.010418702,0.009260022,0.018030707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014028214,0.00010032551,0.0014116137,0.0007365393,0.000092580514,0.000630833,0.0018826658,0.003999286,0.0018010555,0.89555335,0.015823493,0.07782796],"study_design_scores_gemma":[0.0001491991,0.00015280981,0.001680827,0.0015389711,0.0001532656,0.0019717256,0.0019753382,0.032505725,0.008714118,0.6198152,0.33112803,0.00021480102],"about_ca_topic_score_codex":0.013658159,"about_ca_topic_score_gemma":0.01099577,"teacher_disagreement_score":0.04297112,"about_ca_system_score_codex":0.0046665906,"about_ca_system_score_gemma":0.008550731,"threshold_uncertainty_score":0.1437527},"labels":[],"label_agreement":null},{"id":"W2266835310","doi":"10.3917/i2d.154.0064","title":"Le périmètre des compétences redéfini. Les bibliothèques universitaires","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":0.21079804313976816,"score_gpt":0.29877040455700643,"score_spread":0.08797236141723827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266835310","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06596965,0.0028528098,0.016216284,0.044398308,0.0011478555,0.0001520626,0.0019391512,0.0016412741,0.8656826],"genre_scores_gemma":[0.6486528,0.003109045,0.026134191,0.0035344108,0.0004181176,0.00017054944,0.0015735945,0.000693429,0.31571385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922311,0.0022217513,0.00037575938,0.00080545916,0.00305711,0.0013087753],"domain_scores_gemma":[0.98245734,0.0032566453,0.0016072753,0.0017912302,0.0067752963,0.004112161],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0050041857,0.00043508792,0.00039152263,0.004044843,0.0034894778,0.00987646,0.00111453,0.0023368194,0.07217665],"category_scores_gemma":[0.02482975,0.00039374953,0.00040995146,0.0060878913,0.0026658399,0.0077008703,0.0054337913,0.0029504786,0.014535223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021644041,0.00016891178,0.0116351815,0.00090627867,0.00003612556,0.000922308,0.025578996,0.0013169124,0.0042826682,0.3797212,0.21164265,0.36357227],"study_design_scores_gemma":[0.000022812073,0.00004781422,0.014094171,0.0004603736,0.000013355569,0.0007055666,0.01037266,0.00065681484,0.0019231753,0.010925617,0.9607377,0.000040004375],"about_ca_topic_score_codex":0.034151357,"about_ca_topic_score_gemma":0.04792974,"teacher_disagreement_score":0.9901235,"about_ca_system_score_codex":0.0063738027,"about_ca_system_score_gemma":0.014277357,"threshold_uncertainty_score":0.24145496},"labels":[],"label_agreement":null},{"id":"W2273400866","doi":"10.3917/i2d.153.0039","title":"Le réseau Archives en musées : « se regrouper, échanger, agir ensemble »","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science","score_opus":0.19823818643848373,"score_gpt":0.309397093789997,"score_spread":0.11115890735151329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273400866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07348068,0.019332126,0.19747621,0.068429716,0.0053823544,0.001255874,0.0043245647,0.009960367,0.6203581],"genre_scores_gemma":[0.4481874,0.009081326,0.20845667,0.003734244,0.0013590549,0.0007986459,0.0037826232,0.0028538243,0.32174623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9902442,0.0042173825,0.00063559646,0.0009875435,0.0032338614,0.0006814268],"domain_scores_gemma":[0.9871041,0.003805574,0.00098075,0.0036441332,0.0031096973,0.0013557045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013314695,0.0007029092,0.0005535194,0.004840094,0.011356028,0.01670475,0.0035344467,0.0040830835,0.014555154],"category_scores_gemma":[0.026496248,0.0008392908,0.00089780166,0.007181426,0.011784993,0.015399691,0.012999288,0.0040658875,0.0042603724],"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":[0.00014108334,0.00007724472,0.004760371,0.0011045526,0.00006380312,0.0008840645,0.116294906,0.0008182547,0.003645457,0.52188104,0.13780345,0.21252578],"study_design_scores_gemma":[0.000015569947,0.000023143557,0.0019568577,0.0004819037,0.000026463156,0.0004411136,0.015593822,0.00040837406,0.00236533,0.016952265,0.961661,0.00007403763],"about_ca_topic_score_codex":0.07989995,"about_ca_topic_score_gemma":0.09914983,"teacher_disagreement_score":0.07989995,"about_ca_system_score_codex":0.006032844,"about_ca_system_score_gemma":0.016839994,"threshold_uncertainty_score":0.1588698},"labels":[],"label_agreement":null},{"id":"W2340033675","doi":"10.3917/i2d.161.0004","title":"Vérifier l’information sur le Web et les réseaux sociaux","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Web visibility and informetrics","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":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04919369783916287,"score_gpt":0.2774558033961587,"score_spread":0.22826210555699583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340033675","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009245248,0.0010597367,0.9649406,0.0016680094,0.00042030643,0.0010283117,0.0027053405,0.005969055,0.012963306],"genre_scores_gemma":[0.12448033,0.0014829289,0.84609216,0.00074389984,0.00014791965,0.0015764604,0.0049291034,0.001260775,0.019286335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9654578,0.012918955,0.0024374782,0.005371972,0.012930405,0.00088329916],"domain_scores_gemma":[0.9257238,0.036575075,0.0034368623,0.017116763,0.016596321,0.00055124523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028128183,0.0018904994,0.0013292384,0.007132965,0.0017796126,0.010061417,0.0033219256,0.0038845595,0.0128423],"category_scores_gemma":[0.088576905,0.0017652148,0.0025807421,0.0045965877,0.0040158033,0.012427834,0.0044280584,0.0032829752,0.009430172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005242172,0.00049303076,0.021441009,0.00380306,0.0007424757,0.00043385505,0.0033588768,0.009168177,0.020809213,0.15387724,0.030671991,0.7546768],"study_design_scores_gemma":[0.00036586775,0.0004806636,0.02134008,0.0046235532,0.0008453031,0.0020083475,0.003502605,0.18788902,0.1779416,0.1605599,0.43967512,0.0007678742],"about_ca_topic_score_codex":0.015136726,"about_ca_topic_score_gemma":0.009145886,"teacher_disagreement_score":0.028128183,"about_ca_system_score_codex":0.002158759,"about_ca_system_score_gemma":0.008320857,"threshold_uncertainty_score":0.14875782},"labels":[],"label_agreement":null},{"id":"W2346959957","doi":"10.3917/i2d.161.0070","title":"Appropriation de tablettes tactiles par des étudiants de la filière « Bibliothèques et Documentation »","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Appropriation; Art; Documentation; Sociology; Political science; Philosophy","score_opus":0.07355352020887974,"score_gpt":0.3145642530229581,"score_spread":0.24101073281407837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346959957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7908067,0.0048158313,0.022705803,0.010504438,0.00029584952,0.00034897495,0.00039988966,0.00042202297,0.16970047],"genre_scores_gemma":[0.9161876,0.0027457776,0.013114946,0.0008900167,0.000089675385,0.00034110813,0.000197137,0.0001934485,0.06624035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9912754,0.0048763673,0.0004231726,0.0007668369,0.0021500678,0.0005081303],"domain_scores_gemma":[0.9847193,0.010775043,0.00094431074,0.0012467684,0.0014347357,0.00087986124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072172116,0.00043076236,0.00062314654,0.0029814339,0.007478177,0.013237513,0.0011121724,0.0018448374,0.0133139],"category_scores_gemma":[0.017141253,0.00045359565,0.0005062541,0.0040946174,0.0075630588,0.0073584,0.007232541,0.0022976757,0.0015031999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099284305,0.00012518818,0.005178576,0.00061593106,0.000017232584,0.0008084545,0.84443635,0.00015328302,0.0046556634,0.030606637,0.004666445,0.10863691],"study_design_scores_gemma":[0.000035650482,0.00029665546,0.017219808,0.0009409655,0.000034023124,0.0012747347,0.5209931,0.00042460274,0.0037563173,0.003860623,0.45106536,0.00009816397],"about_ca_topic_score_codex":0.010793127,"about_ca_topic_score_gemma":0.018270995,"teacher_disagreement_score":0.0133139,"about_ca_system_score_codex":0.004443977,"about_ca_system_score_gemma":0.0049805325,"threshold_uncertainty_score":0.044539392},"labels":[],"label_agreement":null},{"id":"W2348264930","doi":"10.3917/i2d.161.0058","title":"La gouvernance de l’information au service du développement durable","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02329457815582488,"score_gpt":0.2558526820798315,"score_spread":0.23255810392400658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348264930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17819287,0.008992474,0.04042415,0.13160558,0.0024808424,0.00020722699,0.0018496725,0.0014025324,0.6348447],"genre_scores_gemma":[0.7313778,0.0065629305,0.01740761,0.012775206,0.0007428756,0.00020350776,0.000831691,0.00090854784,0.22918998],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99075437,0.004901968,0.00030862325,0.0007888679,0.0023068758,0.0009393051],"domain_scores_gemma":[0.99006724,0.0057851695,0.0006173549,0.0009650559,0.0016104534,0.00095464353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060973396,0.00040355633,0.0003122545,0.0011432274,0.006056339,0.008908305,0.0012425026,0.0037105,0.015581533],"category_scores_gemma":[0.014870025,0.00040161313,0.0004130975,0.0030681344,0.007860402,0.010147775,0.0045303516,0.005044392,0.0032686421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018891596,0.00013583561,0.005984059,0.0010019206,0.000026612672,0.0025549277,0.386887,0.00062665466,0.0036000353,0.28347886,0.17679949,0.13871564],"study_design_scores_gemma":[0.0000048565257,0.000021101621,0.0016340292,0.00014414168,0.0000034897407,0.00045618354,0.022833839,0.00009185868,0.00045106068,0.0014937028,0.9728433,0.000022501172],"about_ca_topic_score_codex":0.08545738,"about_ca_topic_score_gemma":0.07090304,"teacher_disagreement_score":0.08545738,"about_ca_system_score_codex":0.005914208,"about_ca_system_score_gemma":0.006450852,"threshold_uncertainty_score":0.16991991},"labels":[],"label_agreement":null},{"id":"W2360258620","doi":"10.3917/i2d.161.0052","title":"Numériser dans une démarche de développement durable","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Durable good; Political science; Philosophy; Economics; Microeconomics","score_opus":0.0336252463706735,"score_gpt":0.29123968052636323,"score_spread":0.25761443415568974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360258620","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16666996,0.033873346,0.29243422,0.03590615,0.0019731408,0.00052476296,0.021328062,0.002200142,0.44509014],"genre_scores_gemma":[0.5951197,0.024161477,0.23351742,0.0015689731,0.0005096421,0.000857931,0.0132080605,0.00095345394,0.13010335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953929,0.0015062002,0.00038778564,0.0010058687,0.0013978622,0.00030940239],"domain_scores_gemma":[0.9913027,0.0032308612,0.0011719194,0.0014646878,0.0024106463,0.0004191605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006863303,0.0008351066,0.0006630831,0.0047919843,0.0019042043,0.009259667,0.0012885659,0.0016145303,0.019045966],"category_scores_gemma":[0.018349864,0.0006498506,0.0012291799,0.008572203,0.0030803047,0.00940858,0.0028907682,0.0025337755,0.0035320325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002066586,0.00011365427,0.020933742,0.0014758292,0.00018997455,0.00037232655,0.019312356,0.0039399327,0.0021083578,0.64920026,0.029728875,0.27241802],"study_design_scores_gemma":[0.000035985027,0.00010802753,0.027950222,0.0011368237,0.00009833196,0.00047211358,0.0057746433,0.0027167175,0.0026557418,0.099383816,0.85955256,0.00011505483],"about_ca_topic_score_codex":0.05724543,"about_ca_topic_score_gemma":0.045144666,"teacher_disagreement_score":0.05724543,"about_ca_system_score_codex":0.007019463,"about_ca_system_score_gemma":0.006289908,"threshold_uncertainty_score":0.11382443},"labels":[],"label_agreement":null},{"id":"W2375106408","doi":"10.3917/i2d.161.0049","title":"La performance sociale des services d’information","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.07561803708851153,"score_gpt":0.375464862984534,"score_spread":0.2998468258960225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375106408","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4589043,0.0031101627,0.010656388,0.022573732,0.00034932364,0.00024492352,0.0021985509,0.000370039,0.50159264],"genre_scores_gemma":[0.98417944,0.0009960735,0.0022469736,0.00031119163,0.00012897865,0.00012193834,0.0005967698,0.000056838264,0.011361871],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9701732,0.015328737,0.0012326286,0.001304003,0.00942516,0.0025362743],"domain_scores_gemma":[0.96438116,0.017224394,0.0043941033,0.0017908136,0.008647603,0.0035618304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012494924,0.0005485624,0.0006654819,0.0054783286,0.0034558612,0.012089207,0.00090393896,0.002061988,0.014880736],"category_scores_gemma":[0.053699337,0.00022625114,0.0005868943,0.0051786,0.004139521,0.0060792165,0.0044489796,0.0015877374,0.002926772],"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":[0.00033786183,0.00083911273,0.1745888,0.0011680842,0.0005112822,0.0009161048,0.104556106,0.0030458358,0.002463344,0.27380052,0.04341329,0.39435977],"study_design_scores_gemma":[0.00011693459,0.00068333227,0.34504595,0.0013997074,0.00019018915,0.0014034233,0.1004407,0.0060003777,0.0022468555,0.057934925,0.48423856,0.00029902585],"about_ca_topic_score_codex":0.04756891,"about_ca_topic_score_gemma":0.018338244,"teacher_disagreement_score":0.04756891,"about_ca_system_score_codex":0.006791907,"about_ca_system_score_gemma":0.00839969,"threshold_uncertainty_score":0.09458405},"labels":[],"label_agreement":null},{"id":"W2377065026","doi":"10.3917/i2d.161.0065","title":"Réduire l’empreinte carbone","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Geography; Forestry; Philosophy","score_opus":0.027218234588446247,"score_gpt":0.25288688194003733,"score_spread":0.2256686473515911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377065026","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020085298,0.027535371,0.036757603,0.15560304,0.010231997,0.00023679645,0.0027105487,0.00201172,0.7448276],"genre_scores_gemma":[0.5143847,0.0298458,0.06338556,0.029406507,0.006911353,0.0005574395,0.0028944844,0.0030101535,0.34960395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99195695,0.0022233084,0.00041802428,0.0013671996,0.0035225202,0.00051193277],"domain_scores_gemma":[0.98371524,0.004595023,0.0010838222,0.002389648,0.007664177,0.0005521608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071587204,0.0009264952,0.00073370285,0.0048190877,0.004655428,0.016561523,0.002536706,0.0038498605,0.049822997],"category_scores_gemma":[0.02587668,0.00047689283,0.00071249116,0.007131416,0.0050964905,0.014400395,0.0039053613,0.0043205097,0.011232257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013386791,0.000102814854,0.005271808,0.0015541662,0.00012487848,0.00037373783,0.006839665,0.0012368456,0.0027118155,0.47186562,0.19755422,0.3122306],"study_design_scores_gemma":[0.0000145327585,0.000019516336,0.002588228,0.0006625911,0.000024416415,0.00014885377,0.0014238846,0.00039853423,0.0012405764,0.029074073,0.9643592,0.00004559969],"about_ca_topic_score_codex":0.05220451,"about_ca_topic_score_gemma":0.07546655,"teacher_disagreement_score":0.05220451,"about_ca_system_score_codex":0.0073403446,"about_ca_system_score_gemma":0.00846799,"threshold_uncertainty_score":0.16667455},"labels":[],"label_agreement":null},{"id":"W2395930365","doi":"10.3917/i2d.161.0059","title":"Le développement durable au quotidien","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"French Urban and Social Studies","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0367998054934595,"score_gpt":0.25936531632694076,"score_spread":0.22256551083348125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395930365","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044450123,0.011525231,0.014034194,0.02802221,0.0010677221,0.000076208664,0.0014738246,0.00049491157,0.89885557],"genre_scores_gemma":[0.5616106,0.009641985,0.015979862,0.003071572,0.0007838273,0.00013735525,0.0014569616,0.00063438446,0.40668342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968953,0.0011113106,0.00013769478,0.0006147652,0.0008999307,0.00034086852],"domain_scores_gemma":[0.99612147,0.0010550683,0.00041497336,0.0009438127,0.0011069914,0.00035761207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031596485,0.00033170116,0.0002197819,0.0016009856,0.0033753067,0.0085133035,0.00071823713,0.0014185566,0.032374844],"category_scores_gemma":[0.00757243,0.00030900844,0.00036760847,0.0018650334,0.0032752329,0.0054457174,0.0029737218,0.002155694,0.005218474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047818186,0.000027227643,0.0022538211,0.00022501958,0.000016642241,0.00039084218,0.021252003,0.00032122814,0.0019860268,0.797501,0.051580552,0.12439778],"study_design_scores_gemma":[0.000003996123,0.000014456741,0.0022677688,0.00016927203,0.000005097859,0.00012157745,0.0015025883,0.00008960944,0.0005092856,0.008978472,0.9863266,0.000011331718],"about_ca_topic_score_codex":0.056857392,"about_ca_topic_score_gemma":0.045626424,"teacher_disagreement_score":0.056857392,"about_ca_system_score_codex":0.006926324,"about_ca_system_score_gemma":0.0047309236,"threshold_uncertainty_score":0.113052905},"labels":[],"label_agreement":null},{"id":"W2407605784","doi":"10.3917/i2d.161.0042","title":"Éthique, développement durable et libre accès","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"French Urban and Social Studies","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":"Université Laval; Occupational and Environmental Medical Association of Canada","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.035655723519336775,"score_gpt":0.28816309960166664,"score_spread":0.25250737608232987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407605784","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043993216,0.02437639,0.010708589,0.06970838,0.00061169744,0.00015627043,0.0012272254,0.00019872302,0.84901947],"genre_scores_gemma":[0.80336815,0.020164842,0.00855976,0.00589354,0.0007928753,0.00037085448,0.00093168014,0.00021584106,0.15970245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98639804,0.008680807,0.0006833116,0.0009256078,0.0023591083,0.00095309416],"domain_scores_gemma":[0.98305076,0.008857198,0.0019599113,0.0024795157,0.0024923251,0.0011602686],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.011193242,0.00031563785,0.00043365755,0.0044760522,0.0049519436,0.01437341,0.0009921291,0.0020592099,0.02348254],"category_scores_gemma":[0.019704081,0.0002897426,0.00028883023,0.008069767,0.013048217,0.009913712,0.0043803775,0.0021476778,0.002561055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042138596,0.000044717017,0.002831197,0.0004432071,0.000017483368,0.00033243815,0.032715984,0.0002332025,0.0003057734,0.8627912,0.034654763,0.06558789],"study_design_scores_gemma":[0.00001209303,0.000033092125,0.0057441727,0.0006637946,0.000008512275,0.00038533102,0.01246723,0.000092800314,0.00027267102,0.039224014,0.9410634,0.000033064178],"about_ca_topic_score_codex":0.025275609,"about_ca_topic_score_gemma":0.01472786,"teacher_disagreement_score":0.9990079,"about_ca_system_score_codex":0.008517212,"about_ca_system_score_gemma":0.009119331,"threshold_uncertainty_score":0.078556895},"labels":[],"label_agreement":null},{"id":"W2515429335","doi":"10.3917/i2d.162.0044","title":"Isidore Suggestion, des recommandations de lecture pour les blogs de science","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Social Sciences and Humanities Research Council","funders":"","keywords":"Humanities; Computer science; Philosophy","score_opus":0.12176077539180774,"score_gpt":0.31366770103303276,"score_spread":0.19190692564122502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515429335","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073921164,0.035698928,0.065554544,0.6438739,0.13831478,0.00041852175,0.0017525704,0.0031864126,0.10380819],"genre_scores_gemma":[0.11791306,0.055965204,0.09549701,0.28653094,0.07627664,0.0014221319,0.004645873,0.0030516924,0.35869744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98024505,0.006865244,0.0018108023,0.002437313,0.0073666913,0.0012749148],"domain_scores_gemma":[0.9253925,0.03887417,0.0020174289,0.0062458892,0.023939596,0.0035304877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020049209,0.0012740903,0.0009773974,0.008499135,0.007885301,0.013772722,0.0028010746,0.008597593,0.024532145],"category_scores_gemma":[0.093286216,0.00092366233,0.0017148978,0.005375642,0.0068872864,0.01778227,0.0071342485,0.010908289,0.016394587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017603984,0.000211743,0.0022422317,0.00120317,0.000087644534,0.0007414775,0.008030256,0.00034460225,0.0025573485,0.11148969,0.77278954,0.10012634],"study_design_scores_gemma":[0.000024420517,0.000030934963,0.0008638748,0.00046754687,0.000043991487,0.00029902742,0.0016401878,0.0004763062,0.0016917429,0.016896484,0.97749555,0.00006983646],"about_ca_topic_score_codex":0.014027929,"about_ca_topic_score_gemma":0.01916142,"teacher_disagreement_score":0.024532145,"about_ca_system_score_codex":0.0051497025,"about_ca_system_score_gemma":0.01225542,"threshold_uncertainty_score":0.106031656},"labels":[],"label_agreement":null},{"id":"W2540080807","doi":"10.3917/i2d.162.0037","title":"Web de données et bibliothèques : l’évolution du modèle d’agrégation des données","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.1444461238556567,"score_gpt":0.2881779945883856,"score_spread":0.14373187073272892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540080807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016775014,0.01367603,0.8847084,0.024313243,0.00048191551,0.00041142383,0.0023409026,0.0035392395,0.053753845],"genre_scores_gemma":[0.26649117,0.014980005,0.6935776,0.001693097,0.00033747058,0.0005821231,0.0032895838,0.001139242,0.017909763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9772825,0.011013117,0.0018340172,0.0028851684,0.0064667403,0.00051854114],"domain_scores_gemma":[0.92995596,0.045586858,0.0028256797,0.013170863,0.007228854,0.0012318332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01972962,0.0011575392,0.0014780085,0.013852948,0.0036467714,0.027910184,0.00500125,0.0054936027,0.009566978],"category_scores_gemma":[0.06879401,0.002304249,0.002880021,0.020038202,0.009519315,0.036422372,0.0076414756,0.0043896246,0.0032122782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014305282,0.000094481555,0.00464871,0.0011234499,0.00023300375,0.00023396056,0.0053958464,0.011468329,0.0011270812,0.8506372,0.0075723995,0.11732244],"study_design_scores_gemma":[0.00009129726,0.00008183295,0.003257056,0.0015926103,0.00028279392,0.00076842547,0.002500187,0.11737768,0.0028765877,0.570016,0.3009353,0.00022017304],"about_ca_topic_score_codex":0.064148866,"about_ca_topic_score_gemma":0.045751188,"teacher_disagreement_score":0.064148866,"about_ca_system_score_codex":0.009429477,"about_ca_system_score_gemma":0.011655824,"threshold_uncertainty_score":0.12755096},"labels":[],"label_agreement":null},{"id":"W2557535389","doi":"10.3917/i2d.162.0004","title":"Professionnels de l’information et humanités numériques : compétences, formation, métier","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Digital Humanities and Scholarship","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03592694865897766,"score_gpt":0.2722403213019876,"score_spread":0.23631337264300994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557535389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03708001,0.038092915,0.028512139,0.10915143,0.002098598,0.00013427509,0.00043948495,0.0004761871,0.784015],"genre_scores_gemma":[0.64167774,0.034630194,0.04752835,0.0073272316,0.0023245565,0.00049267843,0.0006237948,0.00047254117,0.26492286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98821485,0.005579695,0.0007002785,0.0010210966,0.0036474336,0.0008367121],"domain_scores_gemma":[0.9840269,0.007916973,0.0013235632,0.0013373519,0.0028029412,0.002592365],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010954332,0.00047942746,0.000594644,0.0037247932,0.0049866308,0.016589342,0.001270349,0.0031791362,0.025151877],"category_scores_gemma":[0.034599368,0.0004302869,0.00041895622,0.004809264,0.01348814,0.014898439,0.0077516665,0.0041769133,0.0070245857],"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":[0.0000461958,0.00008136739,0.004438232,0.00048088326,0.0000098521095,0.00013088864,0.06792295,0.00019308203,0.0005265811,0.6687097,0.045439694,0.21202058],"study_design_scores_gemma":[0.0000097841885,0.000028191325,0.0062679276,0.00083684456,0.000004388841,0.00041491177,0.015184602,0.00034334336,0.00041830397,0.10256615,0.873877,0.000048594244],"about_ca_topic_score_codex":0.01555302,"about_ca_topic_score_gemma":0.013622341,"teacher_disagreement_score":0.98341066,"about_ca_system_score_codex":0.0065962495,"about_ca_system_score_gemma":0.015301058,"threshold_uncertainty_score":0.08414143},"labels":[],"label_agreement":null},{"id":"W2560331484","doi":"10.3917/i2d.162.0040","title":"Des APIs Istex et Base pour les bibliothèques d’enseignement supérieur de Saint-Étienne","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Mathematics, Computing, and Information Processing","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":"Art","score_opus":0.03660023059844119,"score_gpt":0.2756521186674532,"score_spread":0.239051888069012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560331484","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01749609,0.0032872518,0.40482667,0.003444651,0.0012825433,0.0007812898,0.060674116,0.22106126,0.2871461],"genre_scores_gemma":[0.120176084,0.0063477983,0.3124007,0.003023256,0.0007455541,0.0019670937,0.16167009,0.05024176,0.34342754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967859,0.0006168397,0.00041723772,0.0003878298,0.0015146821,0.00027762871],"domain_scores_gemma":[0.99606955,0.0009979772,0.0002229189,0.0010856878,0.0013561776,0.000267809],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030397333,0.0014316167,0.0009675421,0.0059955,0.0016844943,0.006933144,0.0011459439,0.0020176107,0.062188383],"category_scores_gemma":[0.008921535,0.0009832592,0.0012333473,0.0064796098,0.00092578924,0.0057230955,0.0034427696,0.0029031618,0.045645595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009511364,0.00018688724,0.0037867813,0.0013005371,0.00011778987,0.0009293319,0.002231422,0.0028568478,0.013814522,0.22920327,0.4589655,0.2856559],"study_design_scores_gemma":[0.000049051025,0.000023665454,0.0020123858,0.00024374951,0.000018362533,0.00031400484,0.00017531254,0.0029513573,0.005843373,0.006897104,0.981417,0.000054600634],"about_ca_topic_score_codex":0.04165908,"about_ca_topic_score_gemma":0.027671875,"teacher_disagreement_score":0.99306685,"about_ca_system_score_codex":0.002870873,"about_ca_system_score_gemma":0.005927986,"threshold_uncertainty_score":0.2080409},"labels":[],"label_agreement":null},{"id":"W2576420811","doi":"10.3917/i2d.164.0042","title":"La relation avec les prestataires","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Social Policies and Family","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; Philosophy","score_opus":0.020832095108649962,"score_gpt":0.2891695279121882,"score_spread":0.2683374328035382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576420811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120814025,0.0022457927,0.13759579,0.02270733,0.001501973,0.005397286,0.028627621,0.002743498,0.6783667],"genre_scores_gemma":[0.46149492,0.0027859292,0.20653428,0.0033383965,0.00048714594,0.0050492072,0.01784221,0.0016540429,0.30081376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9921864,0.0026804886,0.0008300101,0.001219342,0.0024086342,0.0006751507],"domain_scores_gemma":[0.9837648,0.0069908076,0.0014583835,0.0027419704,0.004552399,0.00049151987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063216183,0.00048254675,0.00034890682,0.002046203,0.0039895335,0.004544951,0.0018345959,0.0015557322,0.07700949],"category_scores_gemma":[0.02565226,0.0005751235,0.00090237916,0.003755362,0.0022639332,0.004622931,0.002477999,0.0028562746,0.012482961],"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":[0.0006512679,0.00025821265,0.034271378,0.0018983475,0.00010908952,0.0014753557,0.04142345,0.0011254755,0.009073162,0.49327946,0.11587687,0.30055788],"study_design_scores_gemma":[0.000048006437,0.000109825385,0.043241575,0.00064073986,0.000064145424,0.0008901877,0.0107751,0.0011187177,0.009535973,0.034300376,0.89915395,0.00012137782],"about_ca_topic_score_codex":0.050067734,"about_ca_topic_score_gemma":0.042901393,"teacher_disagreement_score":0.07700949,"about_ca_system_score_codex":0.0036459593,"about_ca_system_score_gemma":0.010737219,"threshold_uncertainty_score":0.25762242},"labels":[],"label_agreement":null},{"id":"W2578508173","doi":"10.3917/i2d.164.0034","title":"La polyvalence du leader","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.13188054454720685,"score_gpt":0.28634182446021544,"score_spread":0.1544612799130086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578508173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050707225,0.006667775,0.035811927,0.18646654,0.0040821997,0.00006759955,0.00012412384,0.0003547933,0.7157178],"genre_scores_gemma":[0.89148146,0.00241177,0.003967433,0.019816605,0.000928131,0.00012453442,0.00008158285,0.00028262672,0.08090599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9826711,0.010648797,0.00029729554,0.0016851767,0.0032639215,0.0014336972],"domain_scores_gemma":[0.9911646,0.0036094026,0.00067693373,0.0009722258,0.0023296545,0.001247181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008445938,0.00047326548,0.00039227732,0.001612993,0.011472653,0.0102910055,0.0012888402,0.0030775182,0.006823697],"category_scores_gemma":[0.01620951,0.00042767994,0.00032260685,0.0016989892,0.030599162,0.009560578,0.0070979404,0.007507802,0.0029852178],"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":[0.00003446566,0.00002464207,0.0010471701,0.0000783325,0.000011819583,0.0002557952,0.0724465,0.000113900416,0.00027860972,0.8519944,0.04613907,0.0275752],"study_design_scores_gemma":[0.000021819364,0.000053566477,0.0010903686,0.00025058968,0.0000104578285,0.00046059542,0.046035368,0.0004618488,0.00039474943,0.1804679,0.77071697,0.000035746827],"about_ca_topic_score_codex":0.005591555,"about_ca_topic_score_gemma":0.0047375513,"teacher_disagreement_score":0.011472653,"about_ca_system_score_codex":0.0051027006,"about_ca_system_score_gemma":0.00423931,"threshold_uncertainty_score":0.044666886},"labels":[],"label_agreement":null},{"id":"W2608481617","doi":"10.3917/i2d.171.0052","title":"Le design du « care » en bibliothèque : du tiers lieu au lieu d’inclusion sociale","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.08013061087614815,"score_gpt":0.28549800138658843,"score_spread":0.20536739051044028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608481617","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1011494,0.012925524,0.1373834,0.14781553,0.0016603133,0.0012400254,0.00073130534,0.0011862199,0.59590834],"genre_scores_gemma":[0.8633592,0.0052038077,0.04190312,0.0040641106,0.00022823142,0.00073799846,0.00033550823,0.00031305003,0.083854854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9748351,0.01691218,0.00075349124,0.001643513,0.004170763,0.0016849767],"domain_scores_gemma":[0.98213094,0.0062395707,0.0013141691,0.0026783762,0.004974084,0.0026627919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015583618,0.00075392233,0.0005615111,0.0049891816,0.01816588,0.027167182,0.0029784671,0.0034355004,0.011470175],"category_scores_gemma":[0.023467202,0.00072827074,0.0007166417,0.0069600376,0.05565629,0.012390225,0.012065117,0.0033212944,0.0013136619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005306826,0.00004483907,0.0034345952,0.00055386743,0.000026400388,0.00020821394,0.1559645,0.000414497,0.0006312204,0.76301205,0.014541217,0.06111559],"study_design_scores_gemma":[0.00005251978,0.00010266666,0.006198862,0.0012243509,0.00007299358,0.00028419148,0.092174955,0.0008121598,0.0013684424,0.14125216,0.7563643,0.000092301394],"about_ca_topic_score_codex":0.2792819,"about_ca_topic_score_gemma":0.314736,"teacher_disagreement_score":0.2792819,"about_ca_system_score_codex":0.054796074,"about_ca_system_score_gemma":0.08109713,"threshold_uncertainty_score":0.55531263},"labels":[],"label_agreement":null},{"id":"W2610527443","doi":"10.3917/i2d.171.0062","title":"La méthode du tri par cartes pour concevoir un site web","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Physics","score_opus":0.1523044906287853,"score_gpt":0.30973641483916814,"score_spread":0.15743192421038285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610527443","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004957175,0.0009902199,0.9772012,0.00054479163,0.00024779234,0.00057189196,0.001126605,0.0064370683,0.0079233125],"genre_scores_gemma":[0.025893642,0.0006857472,0.953492,0.00014689464,0.000057025365,0.00039095007,0.0015871833,0.0013367571,0.016409848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369484,0.0014488711,0.00044936294,0.0013816158,0.0026894081,0.00033593757],"domain_scores_gemma":[0.99147683,0.0037459228,0.00029467396,0.0018517986,0.0023810512,0.00024976404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039608777,0.0017789037,0.0013885511,0.0070542167,0.002581119,0.0069821007,0.0021853184,0.0023113096,0.026879925],"category_scores_gemma":[0.01611889,0.0014862099,0.0032950742,0.0065022083,0.0023992872,0.00448087,0.0036761975,0.004492085,0.013166621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026573666,0.00019389736,0.002727401,0.0018679126,0.00032219893,0.00051162136,0.0042382814,0.0115464395,0.023279497,0.05797579,0.038057838,0.8590133],"study_design_scores_gemma":[0.00021335953,0.00033313717,0.006048589,0.0011384444,0.0003607094,0.0022665828,0.006284298,0.28454885,0.06015955,0.053147897,0.5850732,0.00042537518],"about_ca_topic_score_codex":0.038710304,"about_ca_topic_score_gemma":0.06040314,"teacher_disagreement_score":0.038710304,"about_ca_system_score_codex":0.0014562801,"about_ca_system_score_gemma":0.0048664217,"threshold_uncertainty_score":0.08992237},"labels":[],"label_agreement":null},{"id":"W2611953355","doi":"10.3917/i2d.171.0054","title":"Le BiblioLab : un lieu d’expérimentation","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Educational Tools and Methods","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04267027011640734,"score_gpt":0.3820154419022211,"score_spread":0.33934517178581375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611953355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31935155,0.0065172133,0.4579197,0.012369728,0.0018608294,0.011510873,0.0034295286,0.003110311,0.18393034],"genre_scores_gemma":[0.5950594,0.002437945,0.35647872,0.0021761674,0.00033057385,0.01287799,0.0017059208,0.00127939,0.027654031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.85933876,0.107693255,0.0048318026,0.006490824,0.019694107,0.0019512143],"domain_scores_gemma":[0.85966766,0.10400961,0.0031032972,0.017637106,0.013509728,0.0020726344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06599375,0.0008541393,0.0010653218,0.0039948006,0.004284797,0.009114339,0.0033080394,0.0037007844,0.011297647],"category_scores_gemma":[0.117288835,0.0011842354,0.0010610158,0.0039585796,0.009154813,0.009253851,0.0074825427,0.0034220375,0.0025362077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002910852,0.002716045,0.014373831,0.006373044,0.00040409362,0.0011153878,0.26648232,0.0040116142,0.027042357,0.19684544,0.02199388,0.4557312],"study_design_scores_gemma":[0.0014806822,0.0034093256,0.017654559,0.0062632984,0.00031789244,0.00079351565,0.0769361,0.008164255,0.032358788,0.056251466,0.79585,0.0005201534],"about_ca_topic_score_codex":0.008137291,"about_ca_topic_score_gemma":0.0070767235,"teacher_disagreement_score":0.06599375,"about_ca_system_score_codex":0.0052737566,"about_ca_system_score_gemma":0.0081466725,"threshold_uncertainty_score":0.3490125},"labels":[],"label_agreement":null},{"id":"W2613396208","doi":"10.3917/i2d.171.0035","title":"« N’oubliez pas pourquoi vous êtes là ! »","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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; Conviction; Art; Philosophy; Political science; Law","score_opus":0.219466334118287,"score_gpt":0.32341292652192194,"score_spread":0.10394659240363494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613396208","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008799274,0.016583385,0.20460214,0.27304003,0.025558393,0.00037793105,0.0016762794,0.008507194,0.4608554],"genre_scores_gemma":[0.10872286,0.017818607,0.11571176,0.05314786,0.004653315,0.00044279566,0.0028483747,0.0070053968,0.68964905],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912203,0.0033409921,0.0004968746,0.00090022536,0.0036196313,0.00042192932],"domain_scores_gemma":[0.9809488,0.0049232263,0.0006907614,0.0029500253,0.009633387,0.0008538888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007849926,0.0008120083,0.000619121,0.0028878795,0.0066249636,0.012777039,0.0022893678,0.0054730237,0.044828996],"category_scores_gemma":[0.041708197,0.0007733488,0.00073327165,0.0045789606,0.0060648215,0.020784693,0.0053940043,0.005294361,0.023886627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007911806,0.000032648713,0.00053174474,0.0005708132,0.000017302236,0.00024088926,0.012274016,0.00018911719,0.0019134094,0.19565187,0.6461618,0.14233729],"study_design_scores_gemma":[0.0000037365014,0.0000067096607,0.0001494711,0.00013820075,0.000005027969,0.00016728144,0.0010580446,0.00014292315,0.00041265137,0.0055229818,0.9923735,0.000019505092],"about_ca_topic_score_codex":0.03343285,"about_ca_topic_score_gemma":0.055617373,"teacher_disagreement_score":0.044828996,"about_ca_system_score_codex":0.0040830583,"about_ca_system_score_gemma":0.0075895754,"threshold_uncertainty_score":0.14996791},"labels":[],"label_agreement":null},{"id":"W2620981864","doi":"10.3917/i2d.171.0058","title":"Le design thinking à la bibliothèque de l’École centrale de Lyon","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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; Philosophy; Political science","score_opus":0.12356720779951971,"score_gpt":0.3070841203526504,"score_spread":0.1835169125531307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620981864","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047017436,0.12471408,0.066262774,0.10639656,0.0032673834,0.00019744919,0.0030739396,0.0019497118,0.64712065],"genre_scores_gemma":[0.60207856,0.07481584,0.072522566,0.0052467687,0.0021040763,0.00071360945,0.003006039,0.0010786584,0.2384339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9932561,0.0036329175,0.00042110137,0.0007762318,0.0014382225,0.00047542254],"domain_scores_gemma":[0.99035114,0.0053556226,0.0007442001,0.0009926009,0.00199775,0.0005586032],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005164523,0.0008476465,0.0006136111,0.015192481,0.0058465838,0.019855702,0.0009613164,0.0026334545,0.020343497],"category_scores_gemma":[0.011519323,0.00053452747,0.00070488243,0.020166414,0.010434795,0.009948096,0.0035791104,0.0025416224,0.0023397708],"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":[0.00008252369,0.00002504638,0.0017373642,0.0009939597,0.000038636383,0.00030789527,0.027897581,0.00083014986,0.00066360924,0.8288432,0.0361957,0.10238456],"study_design_scores_gemma":[0.00002191526,0.000022598057,0.004005298,0.0008988445,0.000020920625,0.00021433775,0.009021474,0.0003043601,0.0004367805,0.052551683,0.93245775,0.000043953023],"about_ca_topic_score_codex":0.12950975,"about_ca_topic_score_gemma":0.112219565,"teacher_disagreement_score":0.9801443,"about_ca_system_score_codex":0.02771834,"about_ca_system_score_gemma":0.018451057,"threshold_uncertainty_score":0.25751185},"labels":[],"label_agreement":null},{"id":"W2788439396","doi":"10.3917/i2d.174.0022","title":"ADBS : Le repositionnement de l’association au service des professionnels de l’info/doc","year":2017,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Political science; Humanities; Documentation; Philosophy; Computer science","score_opus":0.16452916961919606,"score_gpt":0.3315566717852768,"score_spread":0.16702750216608075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788439396","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086610846,0.0050753346,0.34502038,0.030899214,0.003506917,0.0007087769,0.0074967644,0.015876357,0.50480545],"genre_scores_gemma":[0.37724566,0.004375921,0.31657532,0.0025846045,0.00067735236,0.0005396838,0.007553561,0.0046329573,0.285815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99412125,0.0017985429,0.00034906217,0.0007071854,0.0024877202,0.0005363185],"domain_scores_gemma":[0.99125284,0.0016656091,0.00047309732,0.002619796,0.0025375932,0.0014509797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051760552,0.00065348414,0.00042064418,0.0032842504,0.004284032,0.011621815,0.0018884509,0.0019154168,0.031919092],"category_scores_gemma":[0.014478288,0.00061930926,0.0007236635,0.0039937478,0.0035658267,0.009002122,0.00747926,0.0027808668,0.016262144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037514349,0.00018598528,0.011993445,0.00089204847,0.000043391403,0.0008271465,0.019492723,0.0018948293,0.007838371,0.28883278,0.15637031,0.51125383],"study_design_scores_gemma":[0.000017944873,0.000039471703,0.0023401373,0.0002909552,0.000018541152,0.0005234537,0.005134448,0.002509198,0.0036612013,0.017042909,0.9683717,0.000049887156],"about_ca_topic_score_codex":0.0446576,"about_ca_topic_score_gemma":0.035686433,"teacher_disagreement_score":0.0446576,"about_ca_system_score_codex":0.0044429475,"about_ca_system_score_gemma":0.011955825,"threshold_uncertainty_score":0.10677999},"labels":[],"label_agreement":null},{"id":"W2885414614","doi":"10.3917/i2d.162.0027","title":"Du rififi dans l’équitable de la photocopie","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.03419632708910636,"score_gpt":0.21959666116465007,"score_spread":0.1854003340755437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885414614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009111542,0.019568238,0.019666418,0.07065891,0.0018663363,0.00014060673,0.0002276883,0.0001377724,0.87862253],"genre_scores_gemma":[0.64294565,0.0142154945,0.015783215,0.057681408,0.0040709707,0.0006059623,0.0002471033,0.00038416346,0.26406592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9704058,0.007339229,0.0018939496,0.0052559013,0.012826505,0.0022786057],"domain_scores_gemma":[0.98300385,0.007454366,0.0010087964,0.0034377163,0.0047143856,0.00038085142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016005475,0.0007424682,0.0010181008,0.0028709918,0.010487002,0.016462909,0.0040774117,0.023454892,0.012758616],"category_scores_gemma":[0.032901015,0.0010647512,0.0010864219,0.002457016,0.031445403,0.011900446,0.0067648445,0.016328344,0.0026149114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011767496,0.000007109725,0.000104855855,0.000060422346,0.00000709247,0.000074474585,0.001041667,0.00009955379,0.00016521159,0.98344445,0.010321457,0.004661878],"study_design_scores_gemma":[0.000041913176,0.000044789937,0.0011874282,0.0008874542,0.000045989305,0.00060052995,0.0012084672,0.00046229994,0.0013049068,0.4011211,0.59301966,0.000075494594],"about_ca_topic_score_codex":0.0540064,"about_ca_topic_score_gemma":0.05040334,"teacher_disagreement_score":0.0540064,"about_ca_system_score_codex":0.011183155,"about_ca_system_score_gemma":0.012231805,"threshold_uncertainty_score":0.107384086},"labels":[],"label_agreement":null},{"id":"W2992491540","doi":"10.3917/i2d.192.0011","title":"En lisant, en travaillant : regard rétrospectif d’une conservatrice des bibliothèques à mi-parcours","year":2019,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Diverse Cultural and Historical 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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Art","score_opus":0.020299969486574983,"score_gpt":0.26281692639718524,"score_spread":0.24251695691061026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992491540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2552832,0.036372267,0.0028691308,0.28453484,0.0032051392,0.00009205565,0.0014419076,0.0002391988,0.41596228],"genre_scores_gemma":[0.78467274,0.013809415,0.0014544706,0.016230764,0.0011646916,0.00008852584,0.0005706867,0.00027540844,0.18173331],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99324954,0.0032139046,0.00039365623,0.0006745951,0.0017073583,0.00076092494],"domain_scores_gemma":[0.9854565,0.0052830293,0.0022596647,0.0010125005,0.0040848623,0.0019034719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072895912,0.00025038506,0.00029640214,0.0032236562,0.018119646,0.011899611,0.0009573779,0.0023762612,0.013710676],"category_scores_gemma":[0.025176968,0.0003815739,0.00022265526,0.007759262,0.008966532,0.009294404,0.0047069695,0.00497745,0.0032435039],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017643225,0.00006461596,0.009952398,0.00057837775,0.000026207214,0.0013300177,0.609593,0.00007472621,0.00070611475,0.20306508,0.10207657,0.07235651],"study_design_scores_gemma":[0.0000069693656,0.000035637462,0.010153099,0.00034046115,0.000008023046,0.0003145709,0.079420775,0.00002780095,0.00045517087,0.0023752123,0.9068378,0.000024480682],"about_ca_topic_score_codex":0.07006843,"about_ca_topic_score_gemma":0.18006596,"teacher_disagreement_score":0.07006843,"about_ca_system_score_codex":0.014969146,"about_ca_system_score_gemma":0.013060929,"threshold_uncertainty_score":0.13932115},"labels":[],"label_agreement":null},{"id":"W2993924530","doi":"10.3917/i2d.192.0061","title":"Une archiviste engagée internationalement : du Yémen à l’ONU Genève","year":2019,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Archaeological Research and Protection","field":"Earth and Planetary 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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01919893500125941,"score_gpt":0.2355618375657351,"score_spread":0.21636290256447568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993924530","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28052798,0.112310275,0.0036188285,0.26412064,0.0044746418,0.00008734402,0.0012998598,0.00024557437,0.3333149],"genre_scores_gemma":[0.78743243,0.019690039,0.0025905715,0.009723231,0.0005573444,0.00011472948,0.0005301614,0.00023192287,0.17912956],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870944,0.0005718401,0.00006789503,0.00013446793,0.00013121452,0.0003851647],"domain_scores_gemma":[0.9990225,0.00031031686,0.00012655433,0.00013605543,0.00022740883,0.00017711631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020917829,0.00068730174,0.00044913555,0.0010185044,0.0105608925,0.008201863,0.00058413914,0.0027676683,0.02041888],"category_scores_gemma":[0.0027459373,0.0004501746,0.00021187283,0.0030007074,0.005938825,0.0067451494,0.00463692,0.0040743807,0.0021400626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005962982,0.0000639547,0.017862244,0.0012634051,0.0000764285,0.0055951127,0.34899345,0.00035137957,0.0034521974,0.32233283,0.16329566,0.13611709],"study_design_scores_gemma":[0.00000803162,0.000024115814,0.006143132,0.0006634155,0.000013983475,0.00062037393,0.098044075,0.000054368164,0.00074112293,0.0028026158,0.89085907,0.000025625632],"about_ca_topic_score_codex":0.06498065,"about_ca_topic_score_gemma":0.07747557,"teacher_disagreement_score":0.06498065,"about_ca_system_score_codex":0.009992199,"about_ca_system_score_gemma":0.00885209,"threshold_uncertainty_score":0.12920487},"labels":[],"label_agreement":null},{"id":"W3024147206","doi":"10.3917/i2d.201.0033","title":"De Zotero et Papyrus à Internet Archive","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Papyrus; Humanities; Art; Classics","score_opus":0.14768187834879137,"score_gpt":0.29629606179671947,"score_spread":0.1486141834479281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024147206","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2402376,0.013217501,0.024075985,0.020237643,0.0011132142,0.0005025652,0.0020054611,0.0020888578,0.69652116],"genre_scores_gemma":[0.56019336,0.006778255,0.023469085,0.001875171,0.0003142017,0.0002513851,0.0010842353,0.000913952,0.4051204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989975,0.0002700142,0.000054549484,0.00017252304,0.0003852137,0.0001202181],"domain_scores_gemma":[0.99795413,0.0006617271,0.00020692387,0.0004110911,0.0005877894,0.00017836694],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014233977,0.00034410917,0.00032376446,0.0042007216,0.0058146757,0.005989166,0.00053888094,0.00092743576,0.024854772],"category_scores_gemma":[0.0053653033,0.00026534716,0.0002474239,0.005530909,0.0033765016,0.00554963,0.0036677264,0.0010475063,0.0030984448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035602308,0.00009608554,0.011464987,0.00139012,0.000040443512,0.0024897049,0.31724402,0.00036763572,0.011197285,0.235587,0.061045878,0.35872072],"study_design_scores_gemma":[0.000016598045,0.000028427461,0.008731625,0.00032580172,0.000028209277,0.000644436,0.030264614,0.00024099919,0.0017202275,0.004123299,0.95384556,0.00003022687],"about_ca_topic_score_codex":0.075621285,"about_ca_topic_score_gemma":0.14293821,"teacher_disagreement_score":0.9940108,"about_ca_system_score_codex":0.0035860569,"about_ca_system_score_gemma":0.0039969888,"threshold_uncertainty_score":0.15036225},"labels":[],"label_agreement":null},{"id":"W3024300011","doi":"10.3917/i2d.201.0061","title":"Implanter un modèle adéquat de veille active","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Political science; Humanities; Physics; Philosophy","score_opus":0.026361475100603125,"score_gpt":0.23353524657350824,"score_spread":0.2071737714729051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024300011","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0801282,0.0010675028,0.8687735,0.0022597976,0.00035157194,0.00016557262,0.00081768853,0.0010656938,0.045370482],"genre_scores_gemma":[0.77020746,0.0012953049,0.18584667,0.00036856948,0.00008340349,0.00040755974,0.00082439405,0.0004670377,0.040499683],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992642,0.000180323,0.00003833448,0.00017113407,0.00025417618,0.00009174669],"domain_scores_gemma":[0.9983463,0.0008804847,0.00013128095,0.00025631717,0.0003226797,0.000063011394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013265578,0.00077855476,0.00070402346,0.00075254706,0.00076223357,0.0035656842,0.002184655,0.0030203522,0.00824755],"category_scores_gemma":[0.005590458,0.00081113825,0.0015329731,0.0006362073,0.0013815291,0.0032524557,0.0016957393,0.0019688443,0.001352499],"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":[0.00010487202,0.000061421095,0.0017227796,0.0001651085,0.000047474132,0.00012915247,0.00031741086,0.9159454,0.0035764785,0.05408156,0.0012951281,0.022553233],"study_design_scores_gemma":[0.00002200949,0.00004911293,0.0004601607,0.000046343706,0.000027716644,0.000046666355,0.000093693045,0.9710489,0.0016074709,0.014747248,0.011822025,0.00002849522],"about_ca_topic_score_codex":0.03998188,"about_ca_topic_score_gemma":0.031012924,"teacher_disagreement_score":0.03998188,"about_ca_system_score_codex":0.0023379305,"about_ca_system_score_gemma":0.002441334,"threshold_uncertainty_score":0.07949829},"labels":[],"label_agreement":null},{"id":"W3024342700","doi":"10.3917/i2d.201.0027","title":"Biblius : un projet novateur pour offrir le prêt de livres numériques","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.15330180446820346,"score_gpt":0.2918016799770418,"score_spread":0.13849987550883835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024342700","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11393223,0.009620481,0.04207459,0.035239533,0.0030162146,0.0029107507,0.019277375,0.005830044,0.7680988],"genre_scores_gemma":[0.20939933,0.006108078,0.10321463,0.0036277592,0.00042056257,0.0016824952,0.02471668,0.0022328224,0.6485976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928336,0.0023418951,0.0003166915,0.0007467315,0.0028116321,0.0009494508],"domain_scores_gemma":[0.9798023,0.0021599089,0.000524186,0.0016482115,0.008983798,0.0068815514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011344599,0.0009355431,0.00067143043,0.005778172,0.008042708,0.0096699735,0.0023026525,0.001908621,0.04147804],"category_scores_gemma":[0.016925098,0.00052286335,0.000687439,0.0059461007,0.0029419383,0.004294108,0.0071408274,0.0026394099,0.010182299],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008772626,0.00080056494,0.022222482,0.0020675294,0.00011852559,0.0010667335,0.027835237,0.0017796049,0.0073920386,0.09870261,0.30705503,0.5300824],"study_design_scores_gemma":[0.00007172129,0.0001529081,0.018298276,0.00057468127,0.000026695396,0.00020684856,0.008365364,0.00066938257,0.0020821607,0.0034542705,0.9660254,0.000072376926],"about_ca_topic_score_codex":0.46899816,"about_ca_topic_score_gemma":0.62258214,"teacher_disagreement_score":0.46899816,"about_ca_system_score_codex":0.021223418,"about_ca_system_score_gemma":0.06634656,"threshold_uncertainty_score":0.9325366},"labels":[],"label_agreement":null},{"id":"W3024360725","doi":"10.3917/i2d.201.0093","title":"Regard sur la veille au Québec","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.019989290729938113,"score_gpt":0.22908037329938946,"score_spread":0.20909108256945136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024360725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12244511,0.041010834,0.0024544806,0.12733567,0.0030683186,0.00015335612,0.007351254,0.00040382898,0.69577724],"genre_scores_gemma":[0.38514104,0.010961759,0.0021958428,0.013527858,0.00020692316,0.000050383584,0.0021063862,0.00009217424,0.5857176],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9990133,0.000085169515,0.000026613645,0.00011384155,0.00037535036,0.00038571202],"domain_scores_gemma":[0.99828714,0.00011086487,0.000059059235,0.000047568206,0.0011335064,0.0003617984],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005990909,0.0003652906,0.00027578376,0.0013702484,0.00927266,0.0043503204,0.0007630588,0.0014407459,0.031414922],"category_scores_gemma":[0.0013610694,0.00022053253,0.0003625517,0.0025047914,0.0015743559,0.0011298723,0.0012659808,0.0022912354,0.0014918376],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017314886,0.00010828179,0.028068079,0.00046429268,0.00008226543,0.0028667997,0.015017493,0.0010960097,0.00351885,0.15433452,0.5711059,0.22316445],"study_design_scores_gemma":[0.000008271749,0.000016361391,0.03138037,0.00021191506,0.000017047863,0.00019192809,0.0056431275,0.0002517305,0.00031986533,0.0008038695,0.96111745,0.000038065362],"about_ca_topic_score_codex":0.99600095,"about_ca_topic_score_gemma":0.9982693,"teacher_disagreement_score":0.9956497,"about_ca_system_score_codex":0.052007575,"about_ca_system_score_gemma":0.06564712,"threshold_uncertainty_score":0.37734312},"labels":[],"label_agreement":null},{"id":"W3024489271","doi":"10.3917/i2d.201.0071","title":"Revues, bibliothèques, plateformes","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.20390660349452763,"score_gpt":0.295716424013371,"score_spread":0.09180982051884337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024489271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004516723,0.1144938,0.0047428682,0.014199128,0.013365142,0.00043026818,0.04829313,0.0018318689,0.79812706],"genre_scores_gemma":[0.04841538,0.26279286,0.01492535,0.006093696,0.0060616555,0.00094319327,0.07666704,0.0039553484,0.58014554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591905,0.0007610003,0.0006278166,0.00057182054,0.00185369,0.0002666473],"domain_scores_gemma":[0.98946023,0.0032333615,0.00080556655,0.0012484,0.00478554,0.00046688286],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028770058,0.0011104315,0.0008077202,0.029671235,0.00352738,0.0112877125,0.0015346826,0.0015313041,0.15297022],"category_scores_gemma":[0.021465182,0.0006182424,0.0008180618,0.05481922,0.002506071,0.007761315,0.0026453806,0.0028484087,0.072815314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012841992,0.000057279784,0.0012210117,0.004589956,0.000041527008,0.00029180266,0.0030921453,0.00036629548,0.00074376044,0.09993062,0.70250314,0.18703403],"study_design_scores_gemma":[0.0000026082291,0.000003870763,0.0005376832,0.00069008354,0.0000049990176,0.00008369691,0.0003478027,0.00001735055,0.00006863677,0.0010594473,0.9971746,0.000009276512],"about_ca_topic_score_codex":0.03919543,"about_ca_topic_score_gemma":0.041932978,"teacher_disagreement_score":0.9887123,"about_ca_system_score_codex":0.005961007,"about_ca_system_score_gemma":0.0084979655,"threshold_uncertainty_score":0.5117364},"labels":[],"label_agreement":null},{"id":"W3024523236","doi":"10.3917/i2d.201.0056","title":"L’influence d’ARMA International","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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 Laval; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.13973277182409088,"score_gpt":0.2973840049227615,"score_spread":0.15765123309867063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024523236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0664505,0.0030287039,0.007314667,0.04548515,0.0022923553,0.000119041,0.00068733055,0.0001865311,0.87443566],"genre_scores_gemma":[0.8334854,0.0027045736,0.008036937,0.010145517,0.00073641323,0.00048071763,0.00058183906,0.0006613907,0.1431672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9697704,0.014474546,0.00088466017,0.003593633,0.008979255,0.0022975705],"domain_scores_gemma":[0.9515669,0.026243318,0.0034656206,0.0040864362,0.011673397,0.0029644126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02186473,0.0005964373,0.0006513312,0.0032163556,0.005325356,0.017249623,0.0014123303,0.00194925,0.033814196],"category_scores_gemma":[0.06745426,0.00041251077,0.0007779107,0.0048312186,0.006553822,0.007370126,0.0066140806,0.0038185313,0.0032185854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004434199,0.00017575057,0.03532698,0.00075844536,0.00019530384,0.00054732757,0.06116447,0.0010633154,0.0013998762,0.6312437,0.10942141,0.15825994],"study_design_scores_gemma":[0.00005224801,0.000118825395,0.0318608,0.0013113796,0.00015654632,0.00022574142,0.03999913,0.0012083489,0.0015092404,0.042045407,0.8814,0.000112383445],"about_ca_topic_score_codex":0.10590933,"about_ca_topic_score_gemma":0.09140524,"teacher_disagreement_score":0.10590933,"about_ca_system_score_codex":0.013656848,"about_ca_system_score_gemma":0.011225413,"threshold_uncertainty_score":0.21058577},"labels":[],"label_agreement":null},{"id":"W3024555515","doi":"10.3917/i2d.201.0022","title":"Bibliothèque et Archives nationales du Québec (BAnQ)","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Humanities; Geography; Art","score_opus":0.021998798642174758,"score_gpt":0.2562851294144473,"score_spread":0.23428633077227257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024555515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024409803,0.025077632,0.0025586754,0.022616627,0.0020618823,0.00043452843,0.1467541,0.0010285592,0.7750583],"genre_scores_gemma":[0.21751824,0.012806787,0.0053176414,0.0029041218,0.0002666446,0.00042327095,0.05063295,0.00042289853,0.7097073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975535,0.00024845198,0.0001474339,0.00027278368,0.0013412664,0.00043653147],"domain_scores_gemma":[0.98959315,0.0008044908,0.0005062434,0.00047156302,0.007679913,0.00094469776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018980986,0.0005062768,0.00049726374,0.0053202435,0.0069959103,0.006749515,0.0010891914,0.0010583648,0.09242869],"category_scores_gemma":[0.007839486,0.00032234952,0.00029778693,0.014084118,0.0014895167,0.0016641858,0.0012293531,0.001568701,0.008768932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010208959,0.000037127647,0.01693546,0.00086514786,0.00005845814,0.00026861933,0.0039760214,0.00040142107,0.00079474895,0.061036807,0.7619619,0.15356228],"study_design_scores_gemma":[0.000009423948,0.000005439778,0.04261103,0.00024660784,0.0000125504785,0.00004629,0.00082687306,0.00012319598,0.0001701561,0.0005517712,0.95537,0.0000267333],"about_ca_topic_score_codex":0.9931219,"about_ca_topic_score_gemma":0.99408853,"teacher_disagreement_score":0.09242869,"about_ca_system_score_codex":0.061718624,"about_ca_system_score_gemma":0.09392809,"threshold_uncertainty_score":0.44780207},"labels":[],"label_agreement":null},{"id":"W3025197156","doi":"10.3917/i2d.201.0015","title":"Le patrimoine documentaire au Québec","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Publics; Humanities; Political science; Art","score_opus":0.0995673021919969,"score_gpt":0.2930782894330569,"score_spread":0.19351098724106003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025197156","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14058293,0.020239722,0.0061260266,0.037425272,0.0016207697,0.0002080672,0.029218491,0.0010522889,0.76352644],"genre_scores_gemma":[0.5192254,0.009949157,0.006213066,0.0026906529,0.00016167552,0.00009076235,0.0076286397,0.00035854915,0.4536821],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851424,0.0001870745,0.000068997906,0.00021856859,0.0007641856,0.0002469077],"domain_scores_gemma":[0.9938412,0.00078798056,0.00025681913,0.0003596398,0.0041265376,0.0006278684],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013229323,0.0003179262,0.00029191698,0.0038965326,0.007773943,0.007268009,0.00087647804,0.0009215157,0.046296574],"category_scores_gemma":[0.0051846146,0.00026419325,0.00025457816,0.008736216,0.0022027148,0.0016751178,0.0013112376,0.0015172614,0.0033363695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021534305,0.00009644501,0.035138387,0.0012098362,0.00007265985,0.0020460438,0.031408068,0.0017061785,0.0041348566,0.14935742,0.42501932,0.34959558],"study_design_scores_gemma":[0.000007825435,0.0000101830265,0.027512101,0.00029120353,0.00001618267,0.00015635177,0.0051052514,0.00041008962,0.00049293024,0.00066005904,0.9653063,0.000031619293],"about_ca_topic_score_codex":0.9917787,"about_ca_topic_score_gemma":0.9937736,"teacher_disagreement_score":0.992732,"about_ca_system_score_codex":0.05158753,"about_ca_system_score_gemma":0.065028444,"threshold_uncertainty_score":0.37429547},"labels":[],"label_agreement":null},{"id":"W3025220386","doi":"10.3917/i2d.201.0039","title":"Le Service d’aide à la rédaction d’articles (SARA)","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"École de Technologie Supérieure","funders":"","keywords":"Humanities; Art; Political science; Philosophy","score_opus":0.1765432433539836,"score_gpt":0.2835112630242762,"score_spread":0.1069680196702926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025220386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009280362,0.015619065,0.012515263,0.14462629,0.05740714,0.0016931985,0.016942082,0.009538559,0.73237807],"genre_scores_gemma":[0.024409413,0.010858165,0.01210089,0.012255512,0.007464327,0.0007735855,0.0067614755,0.003913016,0.92146355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97413456,0.0053104637,0.0034966315,0.0025984684,0.012296024,0.002163805],"domain_scores_gemma":[0.81464726,0.033921175,0.013750226,0.0177253,0.07893907,0.04101689],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020858014,0.0014402262,0.0017540324,0.006751369,0.005951684,0.019377869,0.0024789942,0.005916426,0.50406283],"category_scores_gemma":[0.12132262,0.0009567541,0.0011887121,0.007513432,0.0030850174,0.010413955,0.01016173,0.0049071168,0.4343506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013408677,0.000056501514,0.0012483443,0.0007263745,0.000019009207,0.00028067423,0.0011626005,0.000032236607,0.0015796277,0.004874251,0.8635707,0.1263157],"study_design_scores_gemma":[0.000010512356,0.000015312904,0.0006219483,0.00016049904,0.0000036450951,0.0001602884,0.0005060661,0.000035104873,0.00026154725,0.000446586,0.9977672,0.000011213248],"about_ca_topic_score_codex":0.009992151,"about_ca_topic_score_gemma":0.013674453,"teacher_disagreement_score":0.9806221,"about_ca_system_score_codex":0.0070992783,"about_ca_system_score_gemma":0.04262151,"threshold_uncertainty_score":0.7073942},"labels":[],"label_agreement":null},{"id":"W3025421619","doi":"10.3917/i2d.201.0046","title":"Les bibliothécaires universitaires, pédagogues de l’écosystème socionumérique de l’information","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Bibliothèque et Archives nationales du Québec; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.13906809925739555,"score_gpt":0.2921418009057782,"score_spread":0.15307370164838263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025421619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036241256,0.06314561,0.01539283,0.07959495,0.0019781226,0.00021685539,0.0025825643,0.00081077113,0.800037],"genre_scores_gemma":[0.42670354,0.06392801,0.020782541,0.005772933,0.001552555,0.0002824614,0.0016959656,0.0005926528,0.4786893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.991895,0.0020068074,0.0004903798,0.0008444552,0.0037851236,0.0009783341],"domain_scores_gemma":[0.9748014,0.0057558957,0.0017737659,0.002433509,0.010703407,0.0045319675],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008212609,0.0005989462,0.001029824,0.012592779,0.013584686,0.02615327,0.0015470763,0.0023638569,0.050617713],"category_scores_gemma":[0.021684904,0.00064907,0.0005519615,0.021760684,0.011444798,0.010428529,0.0050427914,0.0034755627,0.0073747844],"study_design_candidate":"qualitative","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":[0.000077922596,0.00007958219,0.012724407,0.0018177558,0.000057503334,0.0002642169,0.038011264,0.00061073754,0.001541105,0.5177742,0.104194336,0.32284695],"study_design_scores_gemma":[0.0000059990143,0.000016053873,0.013071322,0.0007949743,0.0000154136,0.00009539999,0.005631505,0.00016400113,0.0004412,0.00843863,0.9712847,0.00004089769],"about_ca_topic_score_codex":0.6021163,"about_ca_topic_score_gemma":0.7426332,"teacher_disagreement_score":0.97384673,"about_ca_system_score_codex":0.07754862,"about_ca_system_score_gemma":0.11473816,"threshold_uncertainty_score":0.80045384},"labels":[],"label_agreement":null},{"id":"W3025530485","doi":"10.3917/i2d.201.0051","title":"La gouvernance de l’information","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.10299339844822404,"score_gpt":0.2795171490857073,"score_spread":0.17652375063748327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025530485","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08094276,0.0055585504,0.028169794,0.037446205,0.00074706756,0.00028978847,0.0014348149,0.0014545941,0.8439563],"genre_scores_gemma":[0.6541547,0.007127845,0.025835788,0.0040467945,0.00046350935,0.0001761993,0.0016341814,0.0008113465,0.30574965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936273,0.00176839,0.00024582798,0.00052768795,0.003107277,0.00072360167],"domain_scores_gemma":[0.98059,0.0066904416,0.0013107889,0.0031401399,0.0065127104,0.0017559491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058265794,0.00041633134,0.00046919225,0.0036431733,0.0064275544,0.015125734,0.0013770623,0.0023341952,0.035412382],"category_scores_gemma":[0.023218457,0.0005287386,0.0006028435,0.0040002214,0.005267002,0.009384541,0.0050821463,0.0027862592,0.011546035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039008516,0.00016749752,0.018291613,0.001626711,0.000097985874,0.0021413558,0.07311413,0.0013256737,0.014267539,0.35319924,0.10103257,0.4343456],"study_design_scores_gemma":[0.000018817891,0.00007755762,0.01763993,0.0008252797,0.00004529715,0.00082626566,0.0127264615,0.001015521,0.0039430475,0.019024882,0.94376063,0.000096310716],"about_ca_topic_score_codex":0.1576891,"about_ca_topic_score_gemma":0.17114636,"teacher_disagreement_score":0.1576891,"about_ca_system_score_codex":0.009973838,"about_ca_system_score_gemma":0.0175174,"threshold_uncertainty_score":0.3135425},"labels":[],"label_agreement":null},{"id":"W3025561881","doi":"10.3917/i2d.201.0088","title":"Santécom, le champion de la mutualisation des produits et services informationnels","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Bibliothèque et Archives nationales du Québec; Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.07740859039101886,"score_gpt":0.42229105620644647,"score_spread":0.3448824658154276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025561881","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057921875,0.019378299,0.054991916,0.4510733,0.0026974839,0.0002859686,0.0011172104,0.001846802,0.41068718],"genre_scores_gemma":[0.645733,0.012544174,0.06051963,0.02421726,0.0010343221,0.00031110927,0.0014551309,0.0012443913,0.25294092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9681957,0.015729476,0.0010250608,0.0021793293,0.0108834375,0.0019870335],"domain_scores_gemma":[0.95540285,0.019631954,0.0020339857,0.0065515996,0.011221781,0.0051578265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030057594,0.00051828445,0.0005829417,0.002856705,0.012290004,0.026795233,0.0022381884,0.0054083136,0.018943852],"category_scores_gemma":[0.04162695,0.000789726,0.0006477537,0.006051212,0.010592874,0.018094951,0.011635702,0.0060656266,0.0050401078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017755463,0.000090685506,0.010132811,0.0010885661,0.00007191466,0.0012547615,0.12866288,0.0005024378,0.0033244712,0.4469745,0.18278487,0.22493447],"study_design_scores_gemma":[0.000016173351,0.00002590733,0.0019408691,0.00038163457,0.000014160835,0.00043970085,0.02183531,0.000289899,0.00071470963,0.011267776,0.9630334,0.00004053448],"about_ca_topic_score_codex":0.14804839,"about_ca_topic_score_gemma":0.15208969,"teacher_disagreement_score":0.14804839,"about_ca_system_score_codex":0.023444714,"about_ca_system_score_gemma":0.056519374,"threshold_uncertainty_score":0.29437333},"labels":[],"label_agreement":null},{"id":"W3025726366","doi":"10.3917/i2d.201.0080","title":"Dix ans de communauté de pratique de veille en santé et services sociaux au Québec : réussites et défis","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Healthcare Systems and Practices","field":"Health Professions","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Lakeshore General Hospital","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.04763227184039124,"score_gpt":0.4258028052937019,"score_spread":0.37817053345331064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025726366","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3091799,0.039870903,0.016763331,0.2588594,0.002075118,0.0005146488,0.004787774,0.00041991673,0.36752895],"genre_scores_gemma":[0.9109517,0.012589331,0.0071309647,0.0071278363,0.00019389276,0.00023899901,0.0013738034,0.00010988676,0.06028365],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9886381,0.0029758187,0.00049980066,0.0009618418,0.005012962,0.0019114456],"domain_scores_gemma":[0.9640839,0.0072130724,0.0022533224,0.0017242756,0.018472282,0.0062531494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012762203,0.00051072484,0.0005424654,0.0038021093,0.010786724,0.010340984,0.0016947759,0.00178031,0.009292547],"category_scores_gemma":[0.020739932,0.0004514496,0.0005615636,0.0073551196,0.008511975,0.0040366896,0.0050736857,0.004409684,0.0006995915],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016402022,0.00013507043,0.11374783,0.0012607262,0.00015962664,0.0008708744,0.193521,0.0011114136,0.0016211875,0.19868413,0.09393239,0.3947917],"study_design_scores_gemma":[0.000016056118,0.00008423914,0.27256045,0.0027161925,0.00006136541,0.00033330705,0.09461289,0.0012707831,0.0007138932,0.0067602294,0.62068236,0.00018828185],"about_ca_topic_score_codex":0.9849185,"about_ca_topic_score_gemma":0.988792,"teacher_disagreement_score":0.88665795,"about_ca_system_score_codex":0.11334207,"about_ca_system_score_gemma":0.16529405,"threshold_uncertainty_score":0.82235813},"labels":[],"label_agreement":null},{"id":"W3025828456","doi":"10.3917/i2d.201.0007","title":"L’essor des sciences de l’information au Québec","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.26846053273261883,"score_gpt":0.3358209164281701,"score_spread":0.06736038369555125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025828456","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034538854,0.053573232,0.0068911174,0.06782247,0.0030890235,0.00013899167,0.011428859,0.0005151555,0.8220023],"genre_scores_gemma":[0.26899567,0.047539294,0.009004723,0.007514087,0.0006271396,0.00012492517,0.0055354964,0.0002735067,0.6603852],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791557,0.00029363838,0.00009722195,0.00027183126,0.0010947427,0.00032696617],"domain_scores_gemma":[0.99125576,0.00118592,0.0003133281,0.00054601167,0.005861153,0.00083778054],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002078633,0.000525189,0.0005069519,0.0047746017,0.0052157794,0.0075986744,0.000796347,0.0013835186,0.056070838],"category_scores_gemma":[0.00510643,0.00026522146,0.00043445485,0.0076049697,0.0020318069,0.0028508436,0.0016311101,0.0018438833,0.0045910887],"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":[0.00013013837,0.000092237315,0.018096602,0.0009804543,0.00008438074,0.00046900043,0.0068312767,0.0011736371,0.0019100793,0.18915193,0.31226704,0.46881333],"study_design_scores_gemma":[0.000005709248,0.000015461155,0.018930115,0.00041852312,0.000022942646,0.000090842965,0.0018615226,0.000586799,0.00045922067,0.0038781092,0.97369623,0.000034681532],"about_ca_topic_score_codex":0.9612379,"about_ca_topic_score_gemma":0.9723228,"teacher_disagreement_score":0.9924013,"about_ca_system_score_codex":0.051224057,"about_ca_system_score_gemma":0.07367889,"threshold_uncertainty_score":0.37165827},"labels":[],"label_agreement":null},{"id":"W3106772361","doi":"10.3917/i2d.202.0036","title":"Les pratiques éditoriales à l’ADBS","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.2287652833703704,"score_gpt":0.3222395488217859,"score_spread":0.09347426545141552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106772361","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014209466,0.054508477,0.004976527,0.3261867,0.5420581,0.0001423971,0.00040439353,0.00045331888,0.069849156],"genre_scores_gemma":[0.029036816,0.0616016,0.008283657,0.11407357,0.46531853,0.00040023445,0.00065743725,0.0014029836,0.3192252],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9569135,0.013069597,0.0044643637,0.0040420843,0.019676538,0.0018339088],"domain_scores_gemma":[0.8214675,0.067791745,0.011373186,0.0113058565,0.07560697,0.012454763],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02468274,0.0011541871,0.001168385,0.007244099,0.007786996,0.024845727,0.00266181,0.007713222,0.046214405],"category_scores_gemma":[0.14935152,0.00088918617,0.0014653604,0.0061336257,0.0077776616,0.015174512,0.005804466,0.012651016,0.024764143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055972407,0.000029362604,0.00022129812,0.00081841863,0.000015242652,0.0001761244,0.002113363,0.00008793267,0.00062723533,0.021230241,0.9345312,0.04009373],"study_design_scores_gemma":[0.000003321804,0.000006595469,0.00009007002,0.00031378935,0.0000037027512,0.00010232789,0.00040935376,0.000027814027,0.00009461247,0.0011359925,0.99780434,0.000008173013],"about_ca_topic_score_codex":0.00592459,"about_ca_topic_score_gemma":0.008291014,"teacher_disagreement_score":0.9751543,"about_ca_system_score_codex":0.009028514,"about_ca_system_score_gemma":0.015545816,"threshold_uncertainty_score":0.15460259},"labels":[],"label_agreement":null},{"id":"W3110495496","doi":"10.3917/i2d.202.0085","title":"Un dispositif éditorial collaboratif aux frontières des métiers de chercheur et de bibliothécaire : le carnet de recherche DLIS de l’Enssib","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Documentation; Humanities; Art; Computer science; Programming language","score_opus":0.2942652692108008,"score_gpt":0.3788541395600625,"score_spread":0.08458887034926166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110495496","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049226906,0.07526461,0.027789267,0.42991084,0.101000376,0.0005523144,0.0015528371,0.0017231456,0.3129796],"genre_scores_gemma":[0.35138473,0.036154695,0.044530958,0.030405024,0.04385327,0.00084928516,0.0013619018,0.0033277934,0.48813233],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9486843,0.020791002,0.0028411602,0.004602669,0.020847537,0.002233349],"domain_scores_gemma":[0.7916722,0.074999794,0.010326891,0.017161947,0.08178585,0.024053372],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.053448692,0.0006946493,0.001090735,0.010411212,0.015830763,0.028067581,0.001880141,0.0048934678,0.029353302],"category_scores_gemma":[0.111740276,0.00075124984,0.0008126585,0.0072904816,0.010460597,0.013338056,0.009062297,0.0054337834,0.0062550176],"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":[0.00019288003,0.00008533351,0.0031934828,0.00127376,0.000053565658,0.0011158587,0.08404414,0.00032528353,0.0041423845,0.20584872,0.5588667,0.14085795],"study_design_scores_gemma":[0.000010129052,0.0000201594,0.00089397276,0.00037255045,0.000009125946,0.00023996602,0.00588024,0.000079550526,0.00049334747,0.0038042353,0.98816144,0.000035240693],"about_ca_topic_score_codex":0.029968917,"about_ca_topic_score_gemma":0.05333878,"teacher_disagreement_score":0.9719324,"about_ca_system_score_codex":0.014165899,"about_ca_system_score_gemma":0.03739956,"threshold_uncertainty_score":0.2826671},"labels":[],"label_agreement":null},{"id":"W3132325310","doi":"10.3917/i2d.203.0022","title":"Course à la suprématie technologique et géopolitique de l’innovation","year":2021,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.020747217852833122,"score_gpt":0.24897995212585172,"score_spread":0.2282327342730186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132325310","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0084598325,0.028594596,0.018425524,0.52704155,0.013578964,0.000094840594,0.00024596023,0.00014650362,0.40341213],"genre_scores_gemma":[0.202237,0.042141348,0.009649032,0.0626937,0.015502873,0.0003130863,0.00029658954,0.00022428679,0.66694206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9970446,0.0009552595,0.000113175236,0.00061329687,0.000812419,0.0004613163],"domain_scores_gemma":[0.9951455,0.002097209,0.00033407757,0.00064605474,0.000888433,0.00088869355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039113867,0.00062300963,0.00043223143,0.0010282648,0.0038230326,0.011242425,0.001052389,0.0045430423,0.025620427],"category_scores_gemma":[0.0071271355,0.00031230095,0.000815636,0.0010317714,0.009255347,0.009069819,0.003743085,0.009105679,0.008690166],"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":[0.000027525082,0.000045932335,0.0005421422,0.00010535597,0.000007748444,0.00006765738,0.0012662366,0.0003188704,0.000552777,0.8786283,0.09034604,0.02809128],"study_design_scores_gemma":[0.000008275065,0.000033391854,0.00060061394,0.00022798288,0.000005639553,0.00006895996,0.0007836266,0.00025519799,0.0003979028,0.12539172,0.87221307,0.000013531655],"about_ca_topic_score_codex":0.007878369,"about_ca_topic_score_gemma":0.007457166,"teacher_disagreement_score":0.025620427,"about_ca_system_score_codex":0.0075611826,"about_ca_system_score_gemma":0.01109378,"threshold_uncertainty_score":0.08570886},"labels":[],"label_agreement":null},{"id":"W3164708327","doi":"10.3917/i2d.211.0052","title":"Pourquoi l’ Open Source Intelligence (OSINT) est une corde à ajouter à son arc","year":2021,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.15518653040712754,"score_gpt":0.3268729129638526,"score_spread":0.17168638255672508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164708327","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026354425,0.0069250436,0.22952664,0.1166376,0.0056777876,0.0002804121,0.0014108171,0.0052387104,0.60794866],"genre_scores_gemma":[0.38839698,0.014287433,0.2501229,0.016639452,0.0049954215,0.00052835705,0.0046217614,0.005496824,0.31491095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98093605,0.005422013,0.0011673273,0.0021751262,0.009359889,0.00093958713],"domain_scores_gemma":[0.9413713,0.020222219,0.0036266816,0.014880012,0.016904788,0.0029949613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021399857,0.0011194295,0.0005485579,0.005232,0.0037629965,0.020666054,0.0020816114,0.003001843,0.030585088],"category_scores_gemma":[0.052730598,0.00064864464,0.00079573673,0.0058340034,0.0071213683,0.029790882,0.010332292,0.0049341233,0.010206896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022823094,0.0001942576,0.00753989,0.0010959134,0.000096524025,0.00051917264,0.0073088775,0.00074541225,0.0044064764,0.5302217,0.080366276,0.36727732],"study_design_scores_gemma":[0.000033058957,0.00008163644,0.003644674,0.00077314756,0.00005505102,0.0007892959,0.0035318828,0.0021778024,0.0044747205,0.1083395,0.8759934,0.000105855375],"about_ca_topic_score_codex":0.007850461,"about_ca_topic_score_gemma":0.010310865,"teacher_disagreement_score":0.030585088,"about_ca_system_score_codex":0.002813049,"about_ca_system_score_gemma":0.006471309,"threshold_uncertainty_score":0.11317462},"labels":[],"label_agreement":null},{"id":"W3216495607","doi":"10.3917/i2d.212.0068","title":"MEMO, à Fribourg en Suisse : une institution culturelle bilingue singulière, issue d’une fusion entre trois structures","year":2021,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; French; Art","score_opus":0.014710339146903643,"score_gpt":0.26030248394358707,"score_spread":0.24559214479668343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216495607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49195355,0.043176256,0.0045116083,0.08948052,0.0030642897,0.00012588015,0.0031784237,0.00026506445,0.36424446],"genre_scores_gemma":[0.8419298,0.0059987856,0.001692095,0.002396661,0.00024167614,0.00006798766,0.0007657275,0.00011123227,0.14679597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989214,0.00029715025,0.0000421394,0.0002117287,0.00022460193,0.00030296014],"domain_scores_gemma":[0.99882025,0.00048277472,0.00015103568,0.0001064053,0.00022192678,0.0002176528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019712914,0.0003777094,0.00041170363,0.0016433883,0.0073584933,0.007963642,0.0007061663,0.0019872654,0.021455213],"category_scores_gemma":[0.004295544,0.00024460148,0.00030056247,0.0031749227,0.00475862,0.0038301086,0.0022856884,0.0015833337,0.0016250166],"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":[0.00033323732,0.000045080316,0.02744324,0.0009913705,0.00010098596,0.003450194,0.37059784,0.00030966516,0.0026323872,0.37334254,0.08853984,0.13221359],"study_design_scores_gemma":[0.000016016138,0.0000378998,0.025128,0.00041165535,0.000022448896,0.0003865131,0.05991199,0.000051979263,0.0005094587,0.004356857,0.9091432,0.000024020612],"about_ca_topic_score_codex":0.23869447,"about_ca_topic_score_gemma":0.3491963,"teacher_disagreement_score":0.23869447,"about_ca_system_score_codex":0.016951982,"about_ca_system_score_gemma":0.009543282,"threshold_uncertainty_score":0.47461027},"labels":[],"label_agreement":null},{"id":"W4285805113","doi":"10.3917/i2d.221.0064","title":"Lis mon livre, ou la lectrice artificielle des personnes âgées","year":2022,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03600521196173904,"score_gpt":0.33500471893594463,"score_spread":0.2989995069742056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285805113","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11116984,0.017752301,0.08178366,0.030660745,0.0025878206,0.00040891356,0.0055869133,0.0048617963,0.745188],"genre_scores_gemma":[0.42189085,0.019076323,0.096964255,0.006246641,0.0010478973,0.0007003495,0.005528161,0.0009073709,0.4476381],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997148,0.0012376724,0.00016892608,0.00034153226,0.0008845414,0.00021940484],"domain_scores_gemma":[0.9932833,0.002688229,0.0004240498,0.0011452157,0.0014578493,0.001001393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045997524,0.0007314968,0.00045721,0.0021632623,0.0023395335,0.006521887,0.0012066708,0.001897992,0.045500092],"category_scores_gemma":[0.012676624,0.00038616094,0.00072488206,0.0018063172,0.002415312,0.004569173,0.0047753314,0.001541871,0.01498045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004182843,0.00021021225,0.023006577,0.0019295572,0.00008818172,0.0012771639,0.046358712,0.0011301736,0.0070514837,0.050382912,0.14514343,0.72300327],"study_design_scores_gemma":[0.000022905628,0.00016236398,0.011330803,0.0009412123,0.00003143418,0.00087780843,0.015150364,0.00051219814,0.0013352481,0.006376398,0.96320695,0.000052329004],"about_ca_topic_score_codex":0.01795097,"about_ca_topic_score_gemma":0.03255823,"teacher_disagreement_score":0.045500092,"about_ca_system_score_codex":0.0023200975,"about_ca_system_score_gemma":0.005064451,"threshold_uncertainty_score":0.15221298},"labels":[],"label_agreement":null},{"id":"W4285805127","doi":"10.3917/i2d.221.0044","title":"L’intelligence artificielle au service du monde des fusions acquisitions : la plateforme Sealk","year":2022,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.028321882993640336,"score_gpt":0.2393880436344455,"score_spread":0.21106616064080516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285805127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07780909,0.006703144,0.49429616,0.03253826,0.0010928721,0.0010586543,0.0053094802,0.0029239024,0.37826848],"genre_scores_gemma":[0.4304111,0.007059094,0.33468655,0.0027079014,0.00038982008,0.0008213685,0.0033407214,0.00080416346,0.21977928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99472743,0.0013356667,0.00047736662,0.0010804011,0.0019562142,0.00042292298],"domain_scores_gemma":[0.9935229,0.0024713925,0.00067042036,0.0013649133,0.0017307203,0.00023962867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041715833,0.0011117116,0.0006751344,0.0032530369,0.002191613,0.011252012,0.0017750849,0.0030060303,0.021333197],"category_scores_gemma":[0.010083525,0.001049402,0.0017339034,0.004618577,0.0063415323,0.010209469,0.0047777863,0.003086166,0.0074165757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005733724,0.000087734006,0.007277471,0.0011048017,0.00009591724,0.001172786,0.008271494,0.038389117,0.0060063284,0.70032233,0.047748562,0.18895006],"study_design_scores_gemma":[0.00006043284,0.00026288434,0.010161788,0.0009672244,0.00008304012,0.0014621208,0.006149832,0.07899298,0.012667535,0.14251739,0.74641705,0.00025776948],"about_ca_topic_score_codex":0.039014768,"about_ca_topic_score_gemma":0.019443948,"teacher_disagreement_score":0.039014768,"about_ca_system_score_codex":0.005882014,"about_ca_system_score_gemma":0.005489181,"threshold_uncertainty_score":0.077575326},"labels":[],"label_agreement":null},{"id":"W4285805129","doi":"10.3917/i2d.221.0088","title":"Tendances et perspectives de l’intelligence artificielle dans le secteur de l’information-documentation : vision prospective R&D et applications dans le monde des affaires","year":2022,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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; Philosophy; Art","score_opus":0.053802602897402095,"score_gpt":0.31295959834014114,"score_spread":0.25915699544273907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285805129","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036710232,0.25703242,0.42114633,0.09905326,0.0026805426,0.00021730117,0.00071685185,0.0017701022,0.18067296],"genre_scores_gemma":[0.3014805,0.16084553,0.41823712,0.009944299,0.0036603834,0.0003546153,0.0016464154,0.00083565764,0.10299551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927407,0.0029063057,0.0004969531,0.0011874939,0.0023385482,0.00033004204],"domain_scores_gemma":[0.97934246,0.012407545,0.0010668399,0.0028109085,0.0035373745,0.0008347702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012347423,0.00094646413,0.0008681394,0.007650785,0.002136708,0.022836229,0.0021779817,0.005176458,0.008473713],"category_scores_gemma":[0.014280847,0.0008173201,0.0012831998,0.0084279915,0.010151056,0.020175029,0.0036892039,0.0045390953,0.0033273755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016318419,0.000118942065,0.0044066967,0.001990998,0.00006989616,0.00047248535,0.010686741,0.0028541116,0.009254391,0.38202435,0.025316603,0.56264156],"study_design_scores_gemma":[0.000017397091,0.00011958723,0.0059972852,0.0019070095,0.000056839555,0.0013437003,0.008156439,0.010972356,0.007536592,0.2038085,0.75993913,0.00014517382],"about_ca_topic_score_codex":0.007883924,"about_ca_topic_score_gemma":0.0075866734,"teacher_disagreement_score":0.022836229,"about_ca_system_score_codex":0.005074357,"about_ca_system_score_gemma":0.0039619952,"threshold_uncertainty_score":0.06530017},"labels":[],"label_agreement":null},{"id":"W4400683006","doi":"10.3917/i2d.241.0107","title":"Les métiers de l’information de demain : Cinq défis à relever","year":2024,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Healthcare Systems and Practices","field":"Health Professions","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; Art","score_opus":0.059608580497535035,"score_gpt":0.4242300328597,"score_spread":0.364621452362165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400683006","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03947265,0.047900915,0.08843114,0.59656954,0.0038055829,0.00033450872,0.00125863,0.001071488,0.22115552],"genre_scores_gemma":[0.6916028,0.04556634,0.08312426,0.073766015,0.0038542014,0.0010764465,0.0018363954,0.0013362028,0.09783729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94030833,0.029860428,0.0041854214,0.0049795983,0.01827011,0.0023960383],"domain_scores_gemma":[0.9026588,0.05989819,0.0055491934,0.011844371,0.016576052,0.0034733384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044167295,0.0011800578,0.0013604925,0.0070088147,0.012206528,0.030315552,0.0029368375,0.009140166,0.0082637975],"category_scores_gemma":[0.09687765,0.001087218,0.001139458,0.008704548,0.04112712,0.051093094,0.019189436,0.0115618,0.003931555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015423882,0.00006905958,0.0065650223,0.0018131499,0.000085456384,0.00071612163,0.20498838,0.00028203634,0.0015748045,0.56980115,0.06505682,0.14889373],"study_design_scores_gemma":[0.000019941937,0.00003996911,0.0024955678,0.0015471509,0.000027848806,0.0009687194,0.06459771,0.00032806862,0.00077978615,0.11859526,0.810495,0.00010499292],"about_ca_topic_score_codex":0.035102822,"about_ca_topic_score_gemma":0.02283689,"teacher_disagreement_score":0.044167295,"about_ca_system_score_codex":0.013458452,"about_ca_system_score_gemma":0.015064016,"threshold_uncertainty_score":0.23358178},"labels":[],"label_agreement":null},{"id":"W4400684475","doi":"10.3917/i2d.241.0116","title":"Regard futuriste sur le passé : réflexions d’une experte sur l’évolution prodigieuse des sciences de l’information au Québec… et ailleurs","year":2024,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Philosophy; Humanities; Political science","score_opus":0.20059638652918482,"score_gpt":0.33332140697033497,"score_spread":0.13272502044115014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400684475","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06488854,0.04378351,0.0065083182,0.7447379,0.008945713,0.000076261254,0.00032309172,0.0001515627,0.13058515],"genre_scores_gemma":[0.7794596,0.0258707,0.0038276617,0.07309643,0.0023028695,0.00006395115,0.0001588233,0.00026033248,0.11495961],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98552054,0.006200892,0.00043228664,0.0014671718,0.004799391,0.0015795688],"domain_scores_gemma":[0.95276165,0.018059434,0.0011759626,0.0015964693,0.022779703,0.0036268365],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01961247,0.00071403687,0.0008190274,0.0038169282,0.021503787,0.019477319,0.0017622682,0.0070483075,0.010101629],"category_scores_gemma":[0.033811852,0.00040542922,0.0005160248,0.004196198,0.024636416,0.014150051,0.0050773215,0.012237159,0.0009487564],"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":[0.0001071744,0.000070239104,0.0040346757,0.00058333366,0.000048806567,0.0011988119,0.591387,0.00024073741,0.0014277059,0.16394565,0.17794201,0.059013925],"study_design_scores_gemma":[0.000009503746,0.00002724574,0.0032779032,0.0009500683,0.0000296024,0.00027633592,0.19770096,0.00021297758,0.0005604906,0.008700082,0.78818184,0.000072974595],"about_ca_topic_score_codex":0.81153715,"about_ca_topic_score_gemma":0.851054,"teacher_disagreement_score":0.9784962,"about_ca_system_score_codex":0.06034714,"about_ca_system_score_gemma":0.06309927,"threshold_uncertainty_score":0.4378512},"labels":[],"label_agreement":null},{"id":"W4400684508","doi":"10.3917/i2d.241.0112","title":"Entre Bibliosuisse et l’ADBS, un partenariat précieux","year":2024,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Computer science","score_opus":0.12180343607194391,"score_gpt":0.3148830180485206,"score_spread":0.19307958197657668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400684508","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038889784,0.10912797,0.019483058,0.15352808,0.007844906,0.00013730382,0.0010078041,0.00043059592,0.6695505],"genre_scores_gemma":[0.627244,0.06264453,0.016756875,0.016279332,0.0041577467,0.0003002394,0.00095360476,0.0008294264,0.27083427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9768835,0.012179215,0.0012744314,0.0025951816,0.0056119626,0.0014556039],"domain_scores_gemma":[0.96490556,0.01885971,0.0036737982,0.002661689,0.005513967,0.0043852893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0130739845,0.0006670191,0.0007696064,0.0062842476,0.011272072,0.029537292,0.0011523453,0.0041148956,0.01770048],"category_scores_gemma":[0.02926176,0.00055464584,0.00053630094,0.017610723,0.019258616,0.018868059,0.011800686,0.0068018506,0.0032842641],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011308027,0.00004161943,0.0038414071,0.00082826626,0.000038295355,0.00056429923,0.11167389,0.00016534879,0.0006674572,0.7529741,0.036290146,0.092802085],"study_design_scores_gemma":[0.000006481006,0.000016448215,0.0022975707,0.0006857068,0.000011645081,0.00028700824,0.019721078,0.000049456652,0.00029980575,0.012635946,0.9639582,0.000030657946],"about_ca_topic_score_codex":0.05441254,"about_ca_topic_score_gemma":0.07144524,"teacher_disagreement_score":0.05441254,"about_ca_system_score_codex":0.021692846,"about_ca_system_score_gemma":0.025757989,"threshold_uncertainty_score":0.15739334},"labels":[],"label_agreement":null},{"id":"W7117140848","doi":"10.3917/i2d.153.0080b","title":"Bibliothèques universitaires : nouveaux horizons, sous la dir. de François Cavalier et Martine Poulain, Paris : Éditions du Cercle de la librairie, 2015. – 311 p. – (Bibliothèques, ISSN 0184-0886). – ISBN 978-2-7654-1469-8 : 45","year":2015,"lang":"fr","type":"article","venue":"I2D - Information données & documents","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":"Knight; Context (archaeology); Quarter (Canadian coin)","score_opus":0.03569698545902098,"score_gpt":0.28319670734865715,"score_spread":0.24749972188963618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117140848","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081674015,0.808011,0.0015346555,0.08343006,0.0073528807,0.00001989916,0.0007248998,0.00030257943,0.09780728],"genre_scores_gemma":[0.03182258,0.6539089,0.0044631828,0.011381051,0.0097797,0.00010611174,0.0016446612,0.00060154556,0.28629225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937224,0.0014964158,0.00056123646,0.0008771052,0.0028442002,0.00049861387],"domain_scores_gemma":[0.99155945,0.0031378553,0.0009889617,0.0006847346,0.0026998874,0.0009290914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046630264,0.0018528476,0.0017986996,0.010111972,0.0050397897,0.026303878,0.0016861695,0.005026897,0.07707983],"category_scores_gemma":[0.0108367065,0.0014826152,0.0008213209,0.026571922,0.0055033467,0.022564568,0.0044029215,0.006462363,0.03599467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039283,0.000038084556,0.0005877227,0.0011334834,0.000027778011,0.000072375246,0.0026928124,0.0001975994,0.00016399681,0.078171276,0.70143026,0.21544534],"study_design_scores_gemma":[0.000002593949,0.000006321612,0.00093853445,0.0008510145,0.000004637516,0.00007632767,0.00075266854,0.000029738881,0.00004987188,0.0039725173,0.9933015,0.000014334994],"about_ca_topic_score_codex":0.04598274,"about_ca_topic_score_gemma":0.05484178,"teacher_disagreement_score":0.07707983,"about_ca_system_score_codex":0.014765728,"about_ca_system_score_gemma":0.017993812,"threshold_uncertainty_score":0.25785774},"labels":[],"label_agreement":null}]}