{"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":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020181764,0.0146010695,0.7914455,0.06760187,0.014876297,0.0018452513,0.00011270482,0.003056578,0.08627897],"genre_scores_gemma":[0.51803553,0.0009926996,0.41663122,0.0073674107,0.0017695084,0.000175639,0.0007448262,0.00008337994,0.054199778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694943,0.00016302336,0.00093925756,0.00034418644,0.0009754682,0.00062861334],"domain_scores_gemma":[0.9970524,0.000051105424,0.0008242628,0.00066117593,0.0009871019,0.00042401068],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000840476,0.00043854615,0.00032328084,0.0003647915,0.00036948314,0.0021416566,0.001253108,0.00037335485,0.000083633124],"category_scores_gemma":[0.00028911518,0.00043282402,0.00013771211,0.0009838551,0.00012396266,0.025423413,0.00052385806,0.0006103528,0.0013795192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007483088,0.00038502546,0.00048956805,0.0004572257,0.00013610105,0.00007018792,0.018545855,0.00024827,0.00050138857,0.18691905,0.33747396,0.45469853],"study_design_scores_gemma":[0.0015299687,0.00019043012,0.00046591202,0.0004664614,0.000059777863,0.00037879802,0.0016343249,0.013375794,0.008693737,0.049087007,0.9233056,0.000812212],"about_ca_topic_score_codex":0.0039148577,"about_ca_topic_score_gemma":0.00011101489,"teacher_disagreement_score":0.5858316,"about_ca_system_score_codex":0.0003771019,"about_ca_system_score_gemma":0.00080345327,"threshold_uncertainty_score":0.99981236},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029377526,0.0016845353,0.003232644,0.009527624,0.0052709635,0.00044225607,0.00001798395,0.00023805634,0.9502084],"genre_scores_gemma":[0.95936584,0.00021363264,0.0028730598,0.0034861835,0.00040619343,0.000017191618,0.00007204181,0.000012635402,0.033553213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803793,0.00006728886,0.0006614277,0.00021145868,0.00047538936,0.000546488],"domain_scores_gemma":[0.9984605,0.000081456084,0.00034693125,0.00040037683,0.00019476959,0.00051596964],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00033329634,0.0003115603,0.00024240087,0.00014414548,0.00022446249,0.005400803,0.0006930271,0.00018676925,0.0001614644],"category_scores_gemma":[0.00016976491,0.0002609929,0.00011837321,0.00035480433,0.00010467446,0.023155281,0.00048032627,0.00021168379,0.0025513521],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002791784,0.00006603434,0.0008944458,0.000058329675,0.00007971745,0.00001531854,0.023016965,0.0017717561,0.000010933744,0.2461389,0.031954236,0.69596547],"study_design_scores_gemma":[0.00081014953,0.00013436544,0.0014648684,0.00021602801,0.000017651111,0.00006727012,0.00082973373,0.0043414608,0.00024318318,0.0043166117,0.9871773,0.00038133707],"about_ca_topic_score_codex":0.0021997723,"about_ca_topic_score_gemma":0.00012608398,"teacher_disagreement_score":0.9552231,"about_ca_system_score_codex":0.00056281156,"about_ca_system_score_gemma":0.0002666559,"threshold_uncertainty_score":0.9999842},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015373293,0.0008069329,0.018538026,0.019759879,0.0019095343,0.0013801444,0.00040220068,0.00015434505,0.94167566],"genre_scores_gemma":[0.82548445,0.0013910114,0.01880445,0.053181157,0.000518479,0.00013413922,0.0027467378,0.00006425293,0.09767529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732745,0.00025059652,0.00071906956,0.00035618848,0.00062132283,0.0007254019],"domain_scores_gemma":[0.9967083,0.00016488634,0.00050890126,0.0013902358,0.00045945775,0.0007682596],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0020576518,0.00033280288,0.0003234392,0.00012188333,0.00022788372,0.07679322,0.013531642,0.00017842508,0.0001770591],"category_scores_gemma":[0.00079214585,0.00027744565,0.00005157828,0.0005781372,0.00012093239,0.280329,0.023677012,0.00027461624,0.0011955234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006923111,0.00021915912,0.0015517913,0.00008456059,0.000087978944,0.000040529165,0.010943085,0.00085360225,0.000005755375,0.14904448,0.76678455,0.07031529],"study_design_scores_gemma":[0.0016336393,0.000107862244,0.004692687,0.00025331834,0.000026497286,0.00019668622,0.00020526297,0.014069011,0.00020720987,0.020598441,0.9575899,0.00041945686],"about_ca_topic_score_codex":0.025855076,"about_ca_topic_score_gemma":0.0010352167,"teacher_disagreement_score":0.84400034,"about_ca_system_score_codex":0.00038120773,"about_ca_system_score_gemma":0.001948168,"threshold_uncertainty_score":0.99996775},"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":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071429764,0.00024585496,0.8868823,0.07555753,0.0039606686,0.0009404888,0.00056367257,0.00037771382,0.03075749],"genre_scores_gemma":[0.19010685,0.009017601,0.2935186,0.3752932,0.002090423,0.00049062684,0.09138212,0.0002084841,0.0378921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950357,0.0010275048,0.0016169754,0.00026864588,0.0014509889,0.0006001505],"domain_scores_gemma":[0.9962306,0.00033139883,0.0010223977,0.0009602853,0.0009529059,0.000502427],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00511548,0.00044295035,0.00034607883,0.00052124134,0.00024860984,0.003733642,0.0014087344,0.00044590762,0.00030359055],"category_scores_gemma":[0.0016340857,0.00047039826,0.0001138248,0.0011323664,0.00009548381,0.056001272,0.00087958685,0.00058053446,0.006548668],"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":[0.000036743993,0.00020035915,0.00049052504,0.00021390655,0.00009512827,0.0000021027638,0.030053407,0.002127068,0.0000028948173,0.4071545,0.43910494,0.12051842],"study_design_scores_gemma":[0.0016022443,0.00015481193,0.0002855552,0.00018588449,0.00004844037,0.000021665666,0.002624802,0.16800345,0.00018481955,0.004640349,0.8218089,0.00043912343],"about_ca_topic_score_codex":0.00047329708,"about_ca_topic_score_gemma":0.000026910448,"teacher_disagreement_score":0.5933637,"about_ca_system_score_codex":0.00095010997,"about_ca_system_score_gemma":0.0007641448,"threshold_uncertainty_score":0.99977475},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23416166,0.004756545,0.041795857,0.015549838,0.026494093,0.0016519865,0.0001294633,0.0008012465,0.6746593],"genre_scores_gemma":[0.9818939,0.00021767849,0.0039891046,0.002155013,0.00052161474,0.000033780652,0.00046050566,0.00001604101,0.010712368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973054,0.00008440176,0.000799692,0.00025353828,0.0009943246,0.0005626613],"domain_scores_gemma":[0.9977006,0.000092761955,0.00047457046,0.00048597786,0.00066026486,0.00058584125],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003674607,0.00036741263,0.00029201433,0.00019241904,0.00028394547,0.004982887,0.0006988336,0.00018544839,0.00012572999],"category_scores_gemma":[0.00027863763,0.00030830243,0.00011959974,0.00059955165,0.00018786594,0.043250278,0.0005057573,0.00019223738,0.004008879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004054111,0.00034373166,0.00049182057,0.00024093097,0.00018600014,0.00001909919,0.093698785,0.0033557997,0.000041188337,0.5424668,0.21944137,0.13930906],"study_design_scores_gemma":[0.0033830332,0.0004639207,0.001686793,0.00017876319,0.000040243318,0.000057058296,0.0029960037,0.019169409,0.00085838215,0.009377572,0.9612033,0.0005855635],"about_ca_topic_score_codex":0.0010489965,"about_ca_topic_score_gemma":0.000088431225,"teacher_disagreement_score":0.7477322,"about_ca_system_score_codex":0.0002529463,"about_ca_system_score_gemma":0.0002479651,"threshold_uncertainty_score":0.9999369},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61673015,0.0014584844,0.02404595,0.006475604,0.0016473638,0.00055698154,0.00012234032,0.0003161057,0.348647],"genre_scores_gemma":[0.9732591,0.00038457097,0.00637583,0.004910559,0.00024239326,0.000030265217,0.00011161539,0.000025249326,0.014660446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698186,0.00023881042,0.0007797998,0.0002601756,0.00076364673,0.0009757325],"domain_scores_gemma":[0.9974539,0.00013405085,0.00041827295,0.00047081508,0.00058741623,0.00093548873],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000911945,0.00045886726,0.00032669306,0.00020449483,0.00033256598,0.0057654493,0.0008271344,0.00030434006,0.00017835326],"category_scores_gemma":[0.0004943527,0.00038025124,0.0001756063,0.000456407,0.00034975912,0.033495367,0.00045598586,0.0003600218,0.0011530953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016958022,0.00048058608,0.007398012,0.00036905028,0.00030098227,0.00018706583,0.32354057,0.005523011,0.00020194607,0.37856907,0.17545195,0.10780819],"study_design_scores_gemma":[0.0021342086,0.00030774996,0.008487928,0.00053331937,0.00006642305,0.00094397756,0.0043172687,0.009505287,0.0019110499,0.03388931,0.93705374,0.0008497345],"about_ca_topic_score_codex":0.005963472,"about_ca_topic_score_gemma":0.0004549625,"teacher_disagreement_score":0.7616018,"about_ca_system_score_codex":0.00069828465,"about_ca_system_score_gemma":0.0007237186,"threshold_uncertainty_score":0.99986494},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21824852,0.010081642,0.0019442796,0.015715828,0.011818773,0.0017904927,0.00019850125,0.00039961963,0.73980236],"genre_scores_gemma":[0.97295827,0.002956565,0.00047740166,0.0011916131,0.00063797715,0.000119559794,0.00016183619,0.000020110985,0.021476686],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968318,0.00049894635,0.0008574691,0.00019904872,0.0010112063,0.00060155755],"domain_scores_gemma":[0.9981536,0.00018273132,0.00058966666,0.00030280175,0.00044156436,0.00032959497],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015644587,0.0003254424,0.00035851233,0.00014156962,0.0007545833,0.00069679087,0.0006329418,0.0003103174,0.0002188465],"category_scores_gemma":[0.0005607691,0.0003412178,0.00015740324,0.0007506153,0.0008222768,0.008717804,0.00028011715,0.00039082352,0.0015966654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052124786,0.0002499556,0.0059025525,0.00020831083,0.00020651717,0.0000066764173,0.4596853,0.0001358522,0.0000025051338,0.28334096,0.124376416,0.12583284],"study_design_scores_gemma":[0.0009424181,0.0001448346,0.002530774,0.00021665417,0.00006752902,0.0000040917507,0.040766526,0.00032157364,0.000020619387,0.015721932,0.9388786,0.00038444911],"about_ca_topic_score_codex":0.020174865,"about_ca_topic_score_gemma":0.004429427,"teacher_disagreement_score":0.8145022,"about_ca_system_score_codex":0.001185745,"about_ca_system_score_gemma":0.00038100051,"threshold_uncertainty_score":0.999904},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2778148,0.011818449,0.021046435,0.0421094,0.020706873,0.0016050631,0.00017297517,0.00088340015,0.6238426],"genre_scores_gemma":[0.9620927,0.00034538828,0.0023788745,0.005000108,0.00028930997,0.000026015214,0.00012972816,0.0000164497,0.02972145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969708,0.00008057953,0.001009518,0.0002864652,0.0009266115,0.00072604377],"domain_scores_gemma":[0.99760574,0.000056357916,0.00051235186,0.0005486095,0.0007139747,0.00056295126],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003893046,0.00044952054,0.0003392247,0.00027044435,0.00022490627,0.008782844,0.0010409125,0.00017337588,0.00023776437],"category_scores_gemma":[0.00022997838,0.00036140686,0.000108332904,0.00081640657,0.00023113989,0.07150856,0.0009346323,0.00025095526,0.0056963176],"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":[0.0000930541,0.00025788383,0.001246323,0.00021415616,0.00020073881,0.00004356505,0.03796083,0.0005939423,0.000073637464,0.30912122,0.42901668,0.22117798],"study_design_scores_gemma":[0.0014040974,0.00045633642,0.00078927487,0.00037937186,0.000025979785,0.0001897186,0.0018762744,0.0030772097,0.004814273,0.0213427,0.965047,0.0005977428],"about_ca_topic_score_codex":0.0024028998,"about_ca_topic_score_gemma":0.00011393802,"teacher_disagreement_score":0.6842779,"about_ca_system_score_codex":0.00033386,"about_ca_system_score_gemma":0.00026257677,"threshold_uncertainty_score":0.9998838},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035978224,0.0022457917,0.07937183,0.022828141,0.0065690214,0.0018456028,0.00009659824,0.0007464439,0.8503184],"genre_scores_gemma":[0.9488384,0.00021817088,0.008422214,0.005894766,0.00037986125,0.00008792001,0.00027709667,0.000026528065,0.03585504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969867,0.000107343425,0.0008711471,0.000285291,0.0007537246,0.0009957837],"domain_scores_gemma":[0.99760246,0.000049547903,0.00043877406,0.0006003487,0.00043657186,0.0008722652],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00045462698,0.000421754,0.00031166695,0.00017995926,0.00022802752,0.006862545,0.0009864273,0.00017872934,0.00009898255],"category_scores_gemma":[0.00022683843,0.00034649562,0.00016294034,0.0005505067,0.000210341,0.03318017,0.00075530534,0.00034891622,0.002337967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065691216,0.00027828277,0.00015667034,0.00012366731,0.000101327794,0.000051200142,0.03045813,0.00008540536,0.000017545124,0.4204661,0.06257725,0.48561874],"study_design_scores_gemma":[0.0012582928,0.00069183455,0.000570545,0.00017986448,0.000022574604,0.0003100951,0.00048626374,0.0050908406,0.001862702,0.03664023,0.9523799,0.00050686323],"about_ca_topic_score_codex":0.0009746577,"about_ca_topic_score_gemma":0.000049511782,"teacher_disagreement_score":0.91286016,"about_ca_system_score_codex":0.00034953863,"about_ca_system_score_gemma":0.00045876356,"threshold_uncertainty_score":0.99989873},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084541395,0.007033983,0.029859355,0.03753747,0.012422821,0.0017965197,0.00021995815,0.000775844,0.82581264],"genre_scores_gemma":[0.9585488,0.00021949285,0.0029021201,0.006140044,0.0004280832,0.00003112086,0.0002647119,0.000025477624,0.031440184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656755,0.000098355544,0.0009926346,0.0003451658,0.001091331,0.0009049615],"domain_scores_gemma":[0.9971743,0.00005054364,0.0004931028,0.0007158318,0.00067781593,0.0008883831],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005129548,0.00049351115,0.0003761698,0.00022514664,0.0004300783,0.0060786824,0.001030701,0.00024844467,0.00025952145],"category_scores_gemma":[0.00017893226,0.00042169372,0.00018028011,0.0007414293,0.00021525021,0.047006827,0.0007368227,0.000308247,0.0050392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007302305,0.00043147575,0.0003407973,0.00015157474,0.0001964478,0.000059594015,0.038732696,0.0008203888,0.000053633325,0.46701995,0.3205115,0.17160892],"study_design_scores_gemma":[0.0018770248,0.00030345228,0.0014014257,0.0001594515,0.000036394365,0.00015066919,0.0014406434,0.008436502,0.0008905568,0.015767833,0.96888375,0.0006522819],"about_ca_topic_score_codex":0.0039519067,"about_ca_topic_score_gemma":0.00012904419,"teacher_disagreement_score":0.8740074,"about_ca_system_score_codex":0.00035461568,"about_ca_system_score_gemma":0.00057479646,"threshold_uncertainty_score":0.9998235},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10017948,0.0049635186,0.042924277,0.0386817,0.018901711,0.0015505158,0.0002127965,0.0007008021,0.7918852],"genre_scores_gemma":[0.88022846,0.00045023308,0.009608485,0.017038334,0.0009250015,0.000050272112,0.0004395215,0.00004019028,0.09121951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968463,0.00008075728,0.00096141343,0.0002981627,0.0010123954,0.0008009625],"domain_scores_gemma":[0.9972449,0.000044500142,0.0004670291,0.0006818539,0.0007353051,0.0008264207],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00038608914,0.0004659782,0.00034372488,0.00022067415,0.00026686248,0.0054477425,0.0008982163,0.00022252674,0.0005915378],"category_scores_gemma":[0.00015891151,0.0003716668,0.00016140552,0.00075298274,0.00016354736,0.047847256,0.0007161016,0.0002722384,0.0117923],"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":[0.0000881402,0.00038301366,0.0006448481,0.00015241647,0.00022875008,0.00008405665,0.035616707,0.00092982355,0.000030417244,0.17139363,0.4521287,0.33831948],"study_design_scores_gemma":[0.001827721,0.0002997595,0.0017924954,0.00014972973,0.000035557132,0.00021033273,0.00030294314,0.006292017,0.0010523807,0.015568701,0.9718938,0.0005745668],"about_ca_topic_score_codex":0.00044244513,"about_ca_topic_score_gemma":0.000035299,"teacher_disagreement_score":0.78004897,"about_ca_system_score_codex":0.00027109566,"about_ca_system_score_gemma":0.00023410252,"threshold_uncertainty_score":0.9998735},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5649167,0.018261677,0.029940352,0.01004856,0.01620348,0.002331134,0.0011699202,0.00029402104,0.3568342],"genre_scores_gemma":[0.96162134,0.01073672,0.004730188,0.0026373172,0.00065230747,0.00020276062,0.00076275994,0.000051718944,0.018604906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695504,0.000055776047,0.0016458646,0.0003269451,0.0002678385,0.0007485214],"domain_scores_gemma":[0.9979342,0.000027660722,0.0010313976,0.00048805567,0.0002882009,0.00023044947],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014399234,0.0003721352,0.00047957004,0.0005725751,0.00034807817,0.00074216106,0.0004888384,0.00024875926,0.0006784121],"category_scores_gemma":[0.00027233662,0.00049227884,0.00017179963,0.00055458373,0.00022089553,0.009860484,0.00025544318,0.00023882356,0.010400771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016443517,0.00033765024,0.08477843,0.00062133966,0.00025387967,0.000008710036,0.0211134,0.0009418522,9.598888e-7,0.55076635,0.09171414,0.24929889],"study_design_scores_gemma":[0.0017472855,0.00022542157,0.036139242,0.00019187643,0.000028664837,0.0000037929403,0.0012030938,0.0011480963,0.00006404463,0.08261612,0.87611175,0.00052061194],"about_ca_topic_score_codex":0.0020252771,"about_ca_topic_score_gemma":0.00022324694,"teacher_disagreement_score":0.7843976,"about_ca_system_score_codex":0.00094532006,"about_ca_system_score_gemma":0.00010564726,"threshold_uncertainty_score":0.9997529},"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":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049024615,0.0023311633,0.022203753,0.018029263,0.005846331,0.00087837246,0.00016814913,0.00038547363,0.9011329],"genre_scores_gemma":[0.9021956,0.00045584535,0.013452287,0.005356902,0.0008482419,0.00004465983,0.00040895244,0.00002751179,0.077210024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727803,0.00014997904,0.00084737263,0.00024983461,0.00084360194,0.0006312061],"domain_scores_gemma":[0.9980052,0.00011229141,0.00038876617,0.0004921594,0.000418182,0.00058336864],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00041380135,0.0003936812,0.0003247011,0.00019663906,0.0002936769,0.005623091,0.0010682844,0.00017171858,0.00030433518],"category_scores_gemma":[0.00019241375,0.0003065622,0.00013361068,0.00048515727,0.00022493285,0.038760964,0.00069903885,0.00026067623,0.00500672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000872415,0.00021100165,0.0005007917,0.0002625547,0.0001284922,0.00004165177,0.09786367,0.0008785828,0.000016739701,0.42518553,0.28790954,0.18691422],"study_design_scores_gemma":[0.0010261225,0.0004096678,0.0014325051,0.0002988956,0.000024770115,0.00013604449,0.0027388516,0.0073314016,0.00038230425,0.031243257,0.9544459,0.0005302883],"about_ca_topic_score_codex":0.003535781,"about_ca_topic_score_gemma":0.0001601183,"teacher_disagreement_score":0.853171,"about_ca_system_score_codex":0.00021934518,"about_ca_system_score_gemma":0.00018985514,"threshold_uncertainty_score":0.99993867},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09908257,0.006050277,0.0010808625,0.06846196,0.0038474516,0.0006514959,0.00016583315,0.00019472049,0.82046485],"genre_scores_gemma":[0.88530594,0.012985527,0.00070266786,0.005028987,0.00092992367,0.00009733338,0.00038506786,0.00003184838,0.09453271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979067,0.00034181293,0.0005218144,0.00014875093,0.00077435223,0.00030658717],"domain_scores_gemma":[0.99862105,0.00029287091,0.0003808787,0.00016313243,0.0001854005,0.00035665958],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008365646,0.00016992197,0.00016622122,0.0016637091,0.0008685235,0.002148884,0.0003482725,0.00015825634,0.0018294314],"category_scores_gemma":[0.00053307594,0.00022146653,0.00010888313,0.00085720466,0.0007614787,0.008459765,0.00009952086,0.00021812943,0.0035239279],"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":[0.000058849873,0.00013439485,0.002824368,0.00013631007,0.000081520106,0.0000050755284,0.14750183,0.0005898031,0.000011672569,0.3049279,0.49752137,0.046206933],"study_design_scores_gemma":[0.0006373598,0.000037556394,0.0048361,0.00010001984,0.00003421205,0.000007253117,0.0027664439,0.00037940033,0.000008986851,0.004214107,0.9867435,0.00023503367],"about_ca_topic_score_codex":0.5976053,"about_ca_topic_score_gemma":0.7803312,"teacher_disagreement_score":0.78622335,"about_ca_system_score_codex":0.002083638,"about_ca_system_score_gemma":0.0075913537,"threshold_uncertainty_score":0.99908304},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.420866,0.00498663,0.004449489,0.18370274,0.035982832,0.0028307196,0.0003423203,0.0006431307,0.34619612],"genre_scores_gemma":[0.97197425,0.0012862822,0.0033689248,0.003964303,0.0042984956,0.00016341514,0.0010760992,0.000028166169,0.013840043],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605745,0.0008928498,0.0009462704,0.0002869548,0.0011031847,0.00071328814],"domain_scores_gemma":[0.9975078,0.0005214067,0.0006531287,0.00030662303,0.00056064944,0.00045038306],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002829709,0.00036857816,0.00031491963,0.00027330636,0.00086904236,0.00059393723,0.00056227954,0.00040414496,0.0010927876],"category_scores_gemma":[0.0009751337,0.00039062678,0.00015777106,0.0006484265,0.0011573078,0.0066507924,0.000103328144,0.00036202848,0.0016812853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003426667,0.00018816465,0.010306737,0.0001440942,0.00019576748,9.885749e-7,0.4349347,0.0009182817,0.000005032116,0.3688871,0.06254466,0.121840194],"study_design_scores_gemma":[0.0009137158,0.00009146487,0.0017599842,0.00014511555,0.00006986087,0.000006661137,0.2202886,0.00009581701,0.000038740305,0.02383002,0.75239027,0.00036973422],"about_ca_topic_score_codex":0.0019443418,"about_ca_topic_score_gemma":0.00030211444,"teacher_disagreement_score":0.6898456,"about_ca_system_score_codex":0.00076034747,"about_ca_system_score_gemma":0.0008802609,"threshold_uncertainty_score":0.99985456},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15689848,0.009103045,0.053446043,0.008236324,0.009033358,0.0009991063,0.00015890552,0.0006152126,0.76150954],"genre_scores_gemma":[0.9164269,0.0012544926,0.012584061,0.0048985207,0.0004856454,0.000037726837,0.00022990786,0.000029229357,0.06405351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975772,0.00008511672,0.00071187015,0.00023903062,0.0006928404,0.000693953],"domain_scores_gemma":[0.99806803,0.000092773356,0.00034302066,0.00048335202,0.00030329722,0.0007095126],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00021661706,0.00037688675,0.00028420007,0.00021278048,0.0003187738,0.005790467,0.00087857223,0.00011643064,0.00008847842],"category_scores_gemma":[0.0002605706,0.0002994841,0.00014647914,0.0004600654,0.00041544126,0.04799745,0.0005914747,0.00019043776,0.0025090866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000811862,0.0002891691,0.0030487154,0.000336824,0.00018619241,0.000041134437,0.117843255,0.0014932536,0.00005014442,0.22909619,0.11864651,0.52888745],"study_design_scores_gemma":[0.0014984091,0.00045145262,0.0072052632,0.0005482669,0.00003926675,0.00021501938,0.0021449628,0.011763324,0.0013472959,0.09700491,0.8770835,0.00069832994],"about_ca_topic_score_codex":0.00087662536,"about_ca_topic_score_gemma":0.00007690286,"teacher_disagreement_score":0.7595284,"about_ca_system_score_codex":0.00014575478,"about_ca_system_score_gemma":0.0002271732,"threshold_uncertainty_score":0.9999457},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31497473,0.010100828,0.0010238643,0.06431087,0.013327675,0.0013473997,0.00025668842,0.00039230924,0.59426564],"genre_scores_gemma":[0.96550214,0.0017439496,0.0007239062,0.005512758,0.0018245883,0.000065179636,0.0003785645,0.000021656939,0.024227232],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973279,0.00023999419,0.00056483387,0.00018335115,0.0009905269,0.00069335767],"domain_scores_gemma":[0.99840146,0.00005994736,0.00041765938,0.00019503325,0.0005136116,0.0004122681],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073038845,0.00029303937,0.00028420516,0.00009036774,0.0015304597,0.00041313868,0.0004835091,0.00034115795,0.00032670118],"category_scores_gemma":[0.00020390165,0.00030396268,0.00012572002,0.00094046246,0.0003956883,0.0055951434,0.00020855678,0.00023977247,0.0018170455],"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":[0.000032986565,0.00012299237,0.0068844585,0.000133981,0.00018732321,0.000003957303,0.69735986,0.00046706502,0.0000021433455,0.040955264,0.2131952,0.04065474],"study_design_scores_gemma":[0.0011252003,0.00006996324,0.002989735,0.00011613734,0.00009072175,0.0000022779038,0.09279803,0.0007010497,0.000037234575,0.010825901,0.8908909,0.00035285827],"about_ca_topic_score_codex":0.19956586,"about_ca_topic_score_gemma":0.02049717,"teacher_disagreement_score":0.6776957,"about_ca_system_score_codex":0.002488517,"about_ca_system_score_gemma":0.00045582373,"threshold_uncertainty_score":0.99994123},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08807625,0.006028503,0.055456746,0.08865308,0.005438732,0.0012278828,0.00028927863,0.00068760413,0.7541419],"genre_scores_gemma":[0.8886417,0.0027931656,0.027899927,0.015620579,0.0006523689,0.000069582704,0.0005183901,0.000053980562,0.06375029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641,0.0008874419,0.0007803827,0.0002917361,0.00085790915,0.0007725102],"domain_scores_gemma":[0.997269,0.00051666197,0.0004217009,0.0006104844,0.00039894716,0.0007832533],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002349161,0.00044122274,0.00032418247,0.00016968395,0.00019506145,0.007635676,0.0009928007,0.00045682536,0.00014101967],"category_scores_gemma":[0.0012308046,0.0003540651,0.00016781276,0.0006047105,0.00023277802,0.038574725,0.00065989024,0.0006464927,0.0016106638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007778523,0.0003988561,0.0012095844,0.0002426045,0.00016054366,0.00006911669,0.1297866,0.001547458,0.000051188636,0.53025013,0.23301621,0.103189915],"study_design_scores_gemma":[0.0015188648,0.0002096573,0.001485821,0.0003980612,0.000045521596,0.00030347292,0.0027767324,0.0051993164,0.00075156963,0.08706787,0.89966536,0.00057777425],"about_ca_topic_score_codex":0.0018964004,"about_ca_topic_score_gemma":0.00009928407,"teacher_disagreement_score":0.8005655,"about_ca_system_score_codex":0.0007273816,"about_ca_system_score_gemma":0.000800598,"threshold_uncertainty_score":0.99989116},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085039936,0.0009956863,0.010944088,0.022036552,0.005422805,0.00065905484,0.0001529078,0.00037215132,0.87437683],"genre_scores_gemma":[0.96586275,0.00039487303,0.0011503126,0.0055942396,0.0005765523,0.000023878643,0.00015897532,0.000017062312,0.026221352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975345,0.0001821661,0.0006944973,0.00021650667,0.00073328585,0.0006390387],"domain_scores_gemma":[0.997789,0.00009803666,0.00038379314,0.00042438644,0.0006565853,0.0006481506],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005793192,0.0003363247,0.00027282714,0.00014939511,0.00023025526,0.0056980033,0.0007551116,0.00032042834,0.00012073019],"category_scores_gemma":[0.0003847447,0.000289984,0.00014245203,0.00044711956,0.0001943572,0.043959145,0.00059719925,0.0003174164,0.003454887],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000234565,0.0001549255,0.0006721279,0.00010611856,0.00007378533,0.00004030358,0.046146963,0.00022242745,0.000006715104,0.7093608,0.19831851,0.044873893],"study_design_scores_gemma":[0.0010849311,0.00016460402,0.0026364916,0.00013849525,0.000021225902,0.00023362746,0.0010983743,0.0025108662,0.00029085923,0.033698313,0.9577031,0.00041907415],"about_ca_topic_score_codex":0.002392342,"about_ca_topic_score_gemma":0.00009688131,"teacher_disagreement_score":0.88082284,"about_ca_system_score_codex":0.0003951038,"about_ca_system_score_gemma":0.00046607654,"threshold_uncertainty_score":0.99995524},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2977228,0.0018890905,0.0026809564,0.2306503,0.015515859,0.00111721,0.00015937864,0.00027095896,0.44999346],"genre_scores_gemma":[0.95319265,0.0010842537,0.0012219177,0.005391306,0.0015924781,0.000050896553,0.00009686248,0.0000184652,0.03735114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963107,0.00023356998,0.000755663,0.00023056191,0.0017536659,0.00071584305],"domain_scores_gemma":[0.99795705,0.000093474344,0.0007808917,0.0002525465,0.00042791423,0.00048812604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015548532,0.00026510225,0.00027436166,0.00010083671,0.00064044533,0.00073212746,0.00065842055,0.0002730538,0.0010900958],"category_scores_gemma":[0.0005626991,0.00026723556,0.00013444283,0.0013759951,0.0005417107,0.011578218,0.00013265375,0.00021273768,0.006702671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045778732,0.00012803944,0.009928775,0.000051702442,0.000056326942,0.000003685768,0.13913356,0.00031745003,0.000003736739,0.30712882,0.41167238,0.13152973],"study_design_scores_gemma":[0.00095509726,0.00008679941,0.0058103404,0.000097381926,0.00003390768,0.0000021949336,0.041364037,0.0006600909,0.00004504833,0.037459593,0.9131274,0.00035809746],"about_ca_topic_score_codex":0.058213957,"about_ca_topic_score_gemma":0.005750081,"teacher_disagreement_score":0.6554699,"about_ca_system_score_codex":0.0009106694,"about_ca_system_score_gemma":0.0008315003,"threshold_uncertainty_score":0.999978},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1035219,0.011182609,0.023231532,0.015388001,0.0031319135,0.00059298,0.00010055657,0.00053431344,0.8423162],"genre_scores_gemma":[0.9774575,0.0012045347,0.007060031,0.0011086499,0.00016233878,0.000006201728,0.00009302335,0.00001146433,0.01289626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977739,0.00009676246,0.00059305376,0.00024329057,0.0007152156,0.0005777622],"domain_scores_gemma":[0.9978554,0.00007103099,0.00037952073,0.00039018918,0.0007589273,0.00054492045],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00027304044,0.00034226314,0.00028784902,0.0006196886,0.00059026317,0.008521034,0.0009339004,0.00016790444,0.00009989525],"category_scores_gemma":[0.00014162071,0.00029189716,0.00013019888,0.0015858298,0.00052844215,0.08095358,0.0005914521,0.00017755365,0.0009430695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049190166,0.00017900996,0.0016484382,0.00016776436,0.00011316175,0.000049446422,0.027848914,0.0010465549,0.000014196443,0.654554,0.19530243,0.11902691],"study_design_scores_gemma":[0.0013548686,0.00046083226,0.0033222507,0.00048789178,0.000032472253,0.00017330615,0.009519998,0.0034147017,0.0008266199,0.07465955,0.90510327,0.0006442188],"about_ca_topic_score_codex":0.010995606,"about_ca_topic_score_gemma":0.000655562,"teacher_disagreement_score":0.8739356,"about_ca_system_score_codex":0.0001998281,"about_ca_system_score_gemma":0.00056928856,"threshold_uncertainty_score":0.9999533},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.080021106,0.0071835914,0.0416548,0.034367368,0.008790075,0.001445851,0.00012724864,0.00065491226,0.82575506],"genre_scores_gemma":[0.93798935,0.0010020949,0.0055160904,0.005266994,0.00062574714,0.00005760484,0.0002715727,0.000029972483,0.049240552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970006,0.00014991086,0.0008077583,0.00033431433,0.0008101504,0.0008972755],"domain_scores_gemma":[0.99767494,0.00012348467,0.0003960262,0.0006792596,0.0002922778,0.00083402195],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00036644973,0.00045189745,0.00036975052,0.0002794366,0.0003325279,0.0044749547,0.0009658342,0.00018966044,0.000056675133],"category_scores_gemma":[0.00022901405,0.00038455485,0.00018020281,0.0005279098,0.00022530361,0.038332496,0.00081004336,0.00028224674,0.0022482113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096378564,0.0003498526,0.00018881155,0.00025291156,0.00014755123,0.00005746173,0.14768772,0.0006960701,0.00021048823,0.50259686,0.101135485,0.24658042],"study_design_scores_gemma":[0.0016275633,0.00033051704,0.00078530173,0.00028802836,0.000025118408,0.00019009027,0.0024509218,0.0073709725,0.001995285,0.032353353,0.95196813,0.0006146897],"about_ca_topic_score_codex":0.0032850245,"about_ca_topic_score_gemma":0.00031130345,"teacher_disagreement_score":0.8579683,"about_ca_system_score_codex":0.00017798763,"about_ca_system_score_gemma":0.000551835,"threshold_uncertainty_score":0.99986064},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05770514,0.0012637059,0.616223,0.12574987,0.010682792,0.0021816709,0.00073978613,0.0009623172,0.18449172],"genre_scores_gemma":[0.9638992,0.0037798332,0.008507315,0.01061197,0.00034215223,0.000114409566,0.00030550594,0.000031896143,0.0124077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534285,0.00020526181,0.0018250726,0.000291198,0.0013802956,0.00095529994],"domain_scores_gemma":[0.9962366,0.00034650133,0.0010498668,0.0009615105,0.0010677634,0.00033774052],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002048766,0.0004988443,0.00041805778,0.0008111375,0.00066866766,0.0024680803,0.001453259,0.0005427916,0.0006279021],"category_scores_gemma":[0.0009261224,0.00041966248,0.0002871167,0.0013781786,0.00029121488,0.09085761,0.0007217222,0.00043105063,0.009111619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042539403,0.00014205674,0.0017143515,0.00031089503,0.00008976249,0.0000014031044,0.006036678,0.0002588781,0.000029277186,0.40241247,0.096975125,0.49198657],"study_design_scores_gemma":[0.0028475353,0.00020054317,0.0089574875,0.00031365742,0.000025394802,0.000022678629,0.0005134017,0.015143025,0.00092669553,0.0058170934,0.9645808,0.0006517239],"about_ca_topic_score_codex":0.0011169028,"about_ca_topic_score_gemma":0.000079957186,"teacher_disagreement_score":0.9061941,"about_ca_system_score_codex":0.0005239736,"about_ca_system_score_gemma":0.001604857,"threshold_uncertainty_score":0.99982554},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63211584,0.001964725,0.29126826,0.014821719,0.0015591885,0.0010213429,0.00020688833,0.0005135071,0.056528505],"genre_scores_gemma":[0.9790361,0.004640157,0.010060155,0.0019757352,0.00018918874,0.00007037161,0.00008230085,0.000019893303,0.0039260993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997355,0.00034180083,0.00070796907,0.00027223062,0.0005759971,0.0007470144],"domain_scores_gemma":[0.99801826,0.0004149521,0.00053463597,0.00035599727,0.0003407572,0.00033539243],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008498053,0.00037204492,0.00025193027,0.0005828485,0.00041886602,0.009681046,0.0005170103,0.00024176924,0.00041877382],"category_scores_gemma":[0.00052102044,0.00026360824,0.000121144505,0.0011298051,0.00030160154,0.11087145,0.00025167695,0.00015116016,0.0005367875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017266901,0.00061798125,0.05584951,0.0007448844,0.00038990568,0.00004679949,0.04985376,0.0015442718,0.007864896,0.2919435,0.1960781,0.39489374],"study_design_scores_gemma":[0.0053081056,0.0006451918,0.22620012,0.0025879415,0.00014495214,0.00047984166,0.0020911568,0.0064726872,0.051448174,0.18617569,0.51662815,0.0018179883],"about_ca_topic_score_codex":0.0011565319,"about_ca_topic_score_gemma":0.00012638111,"teacher_disagreement_score":0.39307573,"about_ca_system_score_codex":0.0005778595,"about_ca_system_score_gemma":0.0003271412,"threshold_uncertainty_score":0.99998164},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21334726,0.0021368999,0.009492615,0.18513991,0.010302946,0.0015758278,0.00032327347,0.0004010437,0.5772802],"genre_scores_gemma":[0.9637545,0.01923634,0.00068629155,0.005618057,0.0007370525,0.00016752101,0.000056621735,0.000016605154,0.009727017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997089,0.0002240268,0.0008181555,0.00013820044,0.00089427637,0.00083630404],"domain_scores_gemma":[0.9982776,0.00018611675,0.00065404334,0.00020941148,0.00042668456,0.00024616448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011927054,0.00029680002,0.0002743855,0.00011154018,0.0012243664,0.00045996797,0.0005124639,0.0002858701,0.0009246631],"category_scores_gemma":[0.00030482278,0.00025282343,0.00011892341,0.00060220546,0.00039258422,0.013294769,0.00019152166,0.00016146153,0.004661493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056101395,0.000115941555,0.02136134,0.00035945658,0.0002290153,0.0000029329458,0.22347732,0.00008535043,0.000010618121,0.1898435,0.2312136,0.33324483],"study_design_scores_gemma":[0.0012109098,0.000043285614,0.021365017,0.00034614798,0.00004104301,0.0000028928987,0.0074314815,0.000106481886,0.00007778848,0.004013122,0.96501243,0.0003494234],"about_ca_topic_score_codex":0.019082861,"about_ca_topic_score_gemma":0.0042010313,"teacher_disagreement_score":0.7504072,"about_ca_system_score_codex":0.0036932586,"about_ca_system_score_gemma":0.0005508778,"threshold_uncertainty_score":0.9999924},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11914595,0.0056214244,0.01154888,0.19876361,0.0091260085,0.0014424064,0.00020157675,0.00034119084,0.65380895],"genre_scores_gemma":[0.8409784,0.025336593,0.0013035686,0.0026085933,0.001010953,0.00019405487,0.000040167535,0.000029855279,0.12849782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970383,0.0002129715,0.0007078786,0.00019625995,0.0008834799,0.0009611194],"domain_scores_gemma":[0.9987251,0.0001506178,0.0003636807,0.0002353642,0.00022268605,0.00030254395],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008567707,0.0002940692,0.0002949676,0.00010286679,0.001163125,0.000306921,0.00050485315,0.00023590223,0.0018106219],"category_scores_gemma":[0.00022215344,0.0002379644,0.00016166417,0.00064401224,0.0007499563,0.0042291665,0.00018582906,0.00015844809,0.0034746875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004253787,0.00017312882,0.021700893,0.00013852377,0.000323877,0.0000054969305,0.18961583,0.000026571115,0.000079399295,0.20680775,0.41620016,0.16488585],"study_design_scores_gemma":[0.0009979737,0.00006880049,0.014908224,0.00022168689,0.000041545816,0.0000013107448,0.012541289,0.000023565748,0.0002578318,0.017826049,0.95275724,0.0003544883],"about_ca_topic_score_codex":0.011287738,"about_ca_topic_score_gemma":0.0032962293,"teacher_disagreement_score":0.72183245,"about_ca_system_score_codex":0.0028692367,"about_ca_system_score_gemma":0.00034310768,"threshold_uncertainty_score":0.9991019},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.795212,0.00049176096,0.0012659186,0.016285922,0.0059344093,0.00055333605,0.00012725612,0.00020851441,0.17992091],"genre_scores_gemma":[0.9825935,0.0073734815,0.0012846113,0.0014532454,0.001293209,0.00010396844,0.0002088107,0.000012807774,0.005676361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972253,0.00047066226,0.00087211805,0.00015082903,0.0006616395,0.00061945384],"domain_scores_gemma":[0.9976569,0.0006404867,0.00069670216,0.00021497256,0.00060077576,0.00019020129],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028176429,0.00027307647,0.00023455662,0.0002100079,0.0013992153,0.00046468084,0.00051780517,0.00039581585,0.001005379],"category_scores_gemma":[0.0003094129,0.00023799636,0.0001184756,0.0004948068,0.0017163552,0.026561052,0.00008202215,0.00019417806,0.004083937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016170447,0.00006931875,0.02766949,0.00050496985,0.00009586885,1.1905717e-7,0.16953823,0.000023641587,0.000007099117,0.14855978,0.0033247669,0.65019053],"study_design_scores_gemma":[0.00080530817,0.00006459752,0.0374787,0.0005291654,0.000044429988,0.000005255465,0.06847038,0.00007969026,0.00005417201,0.006042547,0.8860698,0.00035600658],"about_ca_topic_score_codex":0.0006813157,"about_ca_topic_score_gemma":0.000102956044,"teacher_disagreement_score":0.88274497,"about_ca_system_score_codex":0.00050887227,"about_ca_system_score_gemma":0.00044386918,"threshold_uncertainty_score":0.99990785},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05895684,0.01799216,0.0015702079,0.049491044,0.017988058,0.001074225,0.00021235133,0.00037721844,0.8523379],"genre_scores_gemma":[0.8719184,0.011575831,0.00016602967,0.0013789382,0.0011233364,0.00006848435,0.000019324036,0.000017752227,0.1137319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729395,0.00016483286,0.00069850276,0.00019701524,0.0008879948,0.0007577282],"domain_scores_gemma":[0.99868864,0.00014736518,0.00038840092,0.0002520893,0.00026327683,0.00026025507],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005108124,0.00029784103,0.00033259043,0.0001194686,0.00086801394,0.0002930822,0.00045654518,0.00026713219,0.002316479],"category_scores_gemma":[0.00027918923,0.00023659083,0.00019699386,0.00047564565,0.0009428255,0.0059158714,0.00019118634,0.00014930652,0.006094597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031806507,0.00009193654,0.00247115,0.000101443,0.00027966686,0.0000045102984,0.057916667,0.0000062546214,0.000024335639,0.4072266,0.1921137,0.33973196],"study_design_scores_gemma":[0.00083611807,0.000074980635,0.002359736,0.00027243796,0.000050137394,0.0000011621227,0.0028905114,0.000018796487,0.00008746491,0.0103778625,0.9826781,0.00035266674],"about_ca_topic_score_codex":0.00803202,"about_ca_topic_score_gemma":0.0012432537,"teacher_disagreement_score":0.8129616,"about_ca_system_score_codex":0.0010047037,"about_ca_system_score_gemma":0.00015640247,"threshold_uncertainty_score":0.99859554},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040273774,0.0037611036,0.0020190275,0.14545427,0.010730646,0.0009866006,0.000112348804,0.00022129086,0.79644096],"genre_scores_gemma":[0.89625037,0.01087879,0.00049513957,0.0019261106,0.0009132387,0.000116363386,0.000028138236,0.00001927108,0.08937261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719733,0.00015362218,0.00071371096,0.00019810008,0.0008564429,0.0008808215],"domain_scores_gemma":[0.99876285,0.000115781186,0.00039809456,0.0002244473,0.00024194746,0.00025688915],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006898387,0.00027470803,0.000302367,0.000113286376,0.0015944673,0.00028346037,0.00045313415,0.00019773985,0.0012280373],"category_scores_gemma":[0.00020765328,0.00022838733,0.00015757611,0.00044906975,0.0007270978,0.005577516,0.00020302406,0.000114408205,0.0054508974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022113318,0.00012675756,0.0066110548,0.000089240864,0.0002085648,0.0000020308185,0.06669505,0.0000090885715,0.000014667371,0.59816766,0.21238694,0.11566686],"study_design_scores_gemma":[0.0010931524,0.00007148371,0.006339837,0.00020998987,0.00003198186,7.4915465e-7,0.0064205835,0.000007049655,0.00016848168,0.010926395,0.9743846,0.00034568677],"about_ca_topic_score_codex":0.018824322,"about_ca_topic_score_gemma":0.006186052,"teacher_disagreement_score":0.8559766,"about_ca_system_score_codex":0.0016817759,"about_ca_system_score_gemma":0.00062443956,"threshold_uncertainty_score":0.9997053},"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":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020481814,0.00858787,0.0017074029,0.21005651,0.010587814,0.0016178563,0.00020170155,0.00037708736,0.74638194],"genre_scores_gemma":[0.6196802,0.09867708,0.0020144945,0.019852782,0.00160961,0.00057030073,0.00011168684,0.000058331025,0.2574255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969393,0.00026708894,0.00079447305,0.00021800937,0.0009824735,0.00079863024],"domain_scores_gemma":[0.9985416,0.00019316918,0.00046529627,0.00024830032,0.00029301792,0.00025864973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009284825,0.00032771027,0.00033361246,0.00012172975,0.0009621104,0.00056425453,0.00055973366,0.0003137351,0.003345364],"category_scores_gemma":[0.00029675142,0.00026064002,0.00017132968,0.00050635694,0.00054918526,0.009378396,0.00029807375,0.00020883947,0.005358141],"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":[0.000025786694,0.00009741581,0.0025651024,0.000092837094,0.00018636322,0.0000025361983,0.038757995,0.0000064132723,0.000013276747,0.3700063,0.38166088,0.20658511],"study_design_scores_gemma":[0.0009993333,0.000080677826,0.0040795184,0.00031316813,0.000036873018,9.946626e-7,0.0036500006,0.000010508161,0.00014088291,0.017801072,0.972509,0.00037793594],"about_ca_topic_score_codex":0.003073751,"about_ca_topic_score_gemma":0.0012822956,"teacher_disagreement_score":0.5991984,"about_ca_system_score_codex":0.0011336907,"about_ca_system_score_gemma":0.0002793131,"threshold_uncertainty_score":0.99998456},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3793293,0.0011549992,0.50704956,0.044297613,0.0017174712,0.0005801541,0.00011947564,0.0003612548,0.065390185],"genre_scores_gemma":[0.97490275,0.00069989683,0.012155589,0.0019179806,0.00019397018,0.000022080812,0.00002556765,0.000010418965,0.010071764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977055,0.00007680446,0.00055323495,0.0002635477,0.00053592125,0.00086495484],"domain_scores_gemma":[0.9978525,0.00014148379,0.00031631382,0.00043767615,0.000786146,0.00046588728],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00064618944,0.0002886688,0.00018152934,0.000285135,0.0011092669,0.00402944,0.00096103415,0.00016342058,0.0004149632],"category_scores_gemma":[0.00081434345,0.00019318145,0.00009639381,0.0008780581,0.0007684776,0.035021935,0.00037872806,0.00016496974,0.0008396096],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022407448,0.00014339949,0.0074134115,0.00010977828,0.000048197548,0.000010411572,0.015802234,0.00061958516,0.0025015303,0.1926674,0.034370013,0.74629164],"study_design_scores_gemma":[0.0020626825,0.00036362206,0.09172942,0.0015634949,0.000064591346,0.00085804146,0.00061263127,0.0072965594,0.02964337,0.1984563,0.6662824,0.0010668578],"about_ca_topic_score_codex":0.0009604054,"about_ca_topic_score_gemma":0.00022133942,"teacher_disagreement_score":0.7452248,"about_ca_system_score_codex":0.0007905842,"about_ca_system_score_gemma":0.00084401993,"threshold_uncertainty_score":0.99993837},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6090332,0.004337758,0.22509389,0.030697314,0.004458717,0.0013345932,0.0003144578,0.0010479926,0.12368208],"genre_scores_gemma":[0.9747704,0.010186794,0.004428355,0.0027173876,0.00041878,0.00006329745,0.00009150865,0.000027743912,0.007295734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961981,0.00023539898,0.0011322988,0.00042976855,0.0009314791,0.0010729325],"domain_scores_gemma":[0.9970395,0.00026957443,0.000700693,0.0006322298,0.0008264065,0.0005316145],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00080959924,0.0005888102,0.00039873645,0.0009841439,0.0006956411,0.009549336,0.0009289569,0.00033225692,0.00043212145],"category_scores_gemma":[0.00052480894,0.00040962917,0.00024222692,0.0017065406,0.00050985796,0.11533854,0.00054848613,0.00021836438,0.0017742045],"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":[0.00015031004,0.0004225123,0.008933862,0.0006033384,0.00021738793,0.0000272441,0.02026584,0.00092361745,0.004667366,0.69700515,0.06228027,0.20450309],"study_design_scores_gemma":[0.0039376654,0.00081573986,0.056308866,0.0031761364,0.000109928325,0.00047727267,0.0006393559,0.024925578,0.014724026,0.1337029,0.75946826,0.0017142792],"about_ca_topic_score_codex":0.0020245055,"about_ca_topic_score_gemma":0.0007164359,"teacher_disagreement_score":0.69718796,"about_ca_system_score_codex":0.0007932627,"about_ca_system_score_gemma":0.00047756283,"threshold_uncertainty_score":0.99983555},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12019899,0.0014785688,0.015959771,0.024782328,0.008067197,0.002606778,0.0024515176,0.00080387463,0.82365096],"genre_scores_gemma":[0.9321622,0.001656116,0.0005473991,0.0065062125,0.000826075,0.00026196183,0.0010329718,0.000044498327,0.05696255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596846,0.00023650398,0.0017361196,0.00019190868,0.0009304334,0.0009365823],"domain_scores_gemma":[0.99717075,0.00018511745,0.0010106106,0.0004586937,0.0008873628,0.00028748738],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.001132145,0.00055499317,0.000409944,0.00048262195,0.0015068343,0.0058641224,0.0007009531,0.00027904197,0.007000155],"category_scores_gemma":[0.00017114596,0.00042247341,0.00023163049,0.00012056099,0.00050352915,0.08915332,0.0002717679,0.00039180636,0.0049497834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008875503,0.00011995086,0.00042419706,0.00053151784,0.000087462766,0.0000023207367,0.08236353,0.00002234819,0.000005370041,0.7751086,0.09038754,0.050858412],"study_design_scores_gemma":[0.0014304803,0.00023906026,0.00046481667,0.0014927181,0.000041930023,0.000029778324,0.035815593,0.00019302015,0.00018084324,0.041177437,0.9182998,0.0006345196],"about_ca_topic_score_codex":0.0005758656,"about_ca_topic_score_gemma":0.0005543422,"teacher_disagreement_score":0.8279123,"about_ca_system_score_codex":0.00060692127,"about_ca_system_score_gemma":0.00022586594,"threshold_uncertainty_score":0.99982274},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064476736,0.0012396736,0.90188247,0.0063027116,0.0010911409,0.00050095364,0.000050029463,0.00038573178,0.024070544],"genre_scores_gemma":[0.81954086,0.003547482,0.15390018,0.0086917365,0.00042137355,0.00010026516,0.000070734706,0.000060491275,0.013666907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578214,0.00022490683,0.0017274978,0.00031790184,0.000921609,0.001025918],"domain_scores_gemma":[0.9965407,0.00031455464,0.0012132514,0.0007113769,0.00083811925,0.00038197782],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0019840896,0.00052045024,0.00040763,0.0011731803,0.0007864013,0.003839015,0.001189824,0.0002262483,0.0016562508],"category_scores_gemma":[0.0006165674,0.0004268487,0.00019618153,0.0011091562,0.00029913097,0.030847881,0.00066363136,0.00023835954,0.0018507456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037098638,0.00028514263,0.00253656,0.002314252,0.00014604416,0.0000073433907,0.07859303,0.000519732,0.0002057078,0.25204983,0.07255298,0.5907523],"study_design_scores_gemma":[0.0059412895,0.0006479552,0.0061935503,0.008337023,0.00013595253,0.0003914778,0.009053473,0.18477146,0.016163187,0.10226692,0.6636049,0.0024927852],"about_ca_topic_score_codex":0.0004491175,"about_ca_topic_score_gemma":0.00004908009,"teacher_disagreement_score":0.7550641,"about_ca_system_score_codex":0.000821434,"about_ca_system_score_gemma":0.00058128184,"threshold_uncertainty_score":0.9998183},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4635725,0.0024859575,0.0024082083,0.05533454,0.0051334505,0.000989779,0.0002512924,0.00035101018,0.46947327],"genre_scores_gemma":[0.9738889,0.0062225224,0.00016588905,0.001259913,0.0005557679,0.00003975374,0.000036402747,0.00001560717,0.017815277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978144,0.00029879238,0.0005863377,0.00013806164,0.0006666537,0.000495724],"domain_scores_gemma":[0.99876004,0.00029861377,0.00041146358,0.00020524597,0.00015123306,0.00017342293],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062190404,0.00020717834,0.00018312555,0.00011381239,0.00073832576,0.00035240094,0.00034121456,0.00035359475,0.00094215217],"category_scores_gemma":[0.0002893761,0.00016935475,0.00012374746,0.00034975502,0.0007055548,0.006869783,0.00011057364,0.00015094985,0.0024120796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024954015,0.000039493774,0.008766352,0.000050924828,0.000053914595,0.0000012701036,0.048497032,0.000017101018,0.000012210769,0.25860167,0.043126885,0.6408082],"study_design_scores_gemma":[0.0006106876,0.000045886987,0.06812128,0.00020793143,0.000033619795,0.0000017854097,0.004546887,0.000040270752,0.00003000315,0.01297059,0.9131538,0.00023721319],"about_ca_topic_score_codex":0.0063592624,"about_ca_topic_score_gemma":0.0004157891,"teacher_disagreement_score":0.87002695,"about_ca_system_score_codex":0.0003719564,"about_ca_system_score_gemma":0.00016507327,"threshold_uncertainty_score":0.99997115},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09181859,0.0031982567,0.10093329,0.089504555,0.00903861,0.000956436,0.00018870941,0.00062651956,0.70373505],"genre_scores_gemma":[0.9491477,0.0009936198,0.00077045284,0.0039038043,0.00026093153,0.000016255113,0.000014739121,0.000010942001,0.04488154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978606,0.00008431448,0.0006219843,0.00023030768,0.000608652,0.0005941194],"domain_scores_gemma":[0.99844134,0.00015051958,0.0003207158,0.00047838694,0.00027183723,0.00033720446],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00027147643,0.00031101433,0.00021044038,0.00013896589,0.00022525043,0.0032307538,0.00077051006,0.0001861332,0.0005587129],"category_scores_gemma":[0.00019163292,0.00019341096,0.00012692252,0.00035695347,0.00028664095,0.051459815,0.00044110764,0.0001357465,0.0075960024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023698609,0.00010455592,0.00085725664,0.00011330123,0.000059121074,0.00003099141,0.009645406,0.000025096191,0.00018887524,0.36321738,0.07645046,0.54928386],"study_design_scores_gemma":[0.0009705049,0.00012954391,0.005825723,0.00054022454,0.000015262796,0.00025580544,0.00019056132,0.0005100627,0.0016561636,0.0063620824,0.98312765,0.00041641458],"about_ca_topic_score_codex":0.00034802718,"about_ca_topic_score_gemma":0.000019571049,"teacher_disagreement_score":0.9066772,"about_ca_system_score_codex":0.00017750327,"about_ca_system_score_gemma":0.00012458963,"threshold_uncertainty_score":0.997804},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12974817,0.003177265,0.12428129,0.05926857,0.015589239,0.0026906587,0.00018115342,0.0006116937,0.66445196],"genre_scores_gemma":[0.98873246,0.0012045598,0.0021096403,0.0019493392,0.0006987566,0.000028391878,0.00008367795,0.000020299618,0.005172906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718755,0.00013296348,0.0007455022,0.00032428672,0.0008393286,0.00077037653],"domain_scores_gemma":[0.9970558,0.0001180339,0.0008536199,0.0008836956,0.0006393054,0.00044951437],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004892771,0.00044327253,0.00036548177,0.00048906024,0.0046821036,0.014077159,0.0019449454,0.00032048285,0.00009948207],"category_scores_gemma":[0.00045132596,0.00039176273,0.00021332383,0.0005268161,0.00030408512,0.06560927,0.0032486052,0.0002670056,0.0012120542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013758629,0.00032586572,0.0020095096,0.0005500729,0.00022628643,0.000087468,0.27140835,0.0024352148,0.0002061752,0.26751617,0.12978002,0.3253173],"study_design_scores_gemma":[0.0021123148,0.00036680608,0.009717247,0.00047360174,0.000048764887,0.00008289399,0.0021944784,0.007102509,0.002780748,0.008450709,0.9657849,0.0008850068],"about_ca_topic_score_codex":0.00838811,"about_ca_topic_score_gemma":0.0005404741,"teacher_disagreement_score":0.85898423,"about_ca_system_score_codex":0.0006453622,"about_ca_system_score_gemma":0.0014366884,"threshold_uncertainty_score":0.99985343},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5591916,0.0014294994,0.010650581,0.018340362,0.0069309403,0.0008381641,0.00027929505,0.0003241508,0.40201545],"genre_scores_gemma":[0.98566884,0.00066430226,0.0018060476,0.0019356274,0.0004187732,0.000020466941,0.00007108687,0.000013445249,0.00940143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975099,0.00013107498,0.0007649368,0.00028498884,0.00066070014,0.0006483952],"domain_scores_gemma":[0.9971242,0.00017205313,0.00087198656,0.0010094285,0.00040413023,0.0004182061],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00049377914,0.00042196666,0.0003767662,0.000112493835,0.0011520856,0.01382723,0.0013278535,0.00024277072,0.00024165749],"category_scores_gemma":[0.00045066106,0.00034260415,0.0001944036,0.00016543284,0.00037888697,0.045689162,0.0007734234,0.00027509802,0.00355962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008520734,0.00037371952,0.019692896,0.000370926,0.00042064502,0.0002223813,0.0344385,0.00054805,0.00048434982,0.43940753,0.12007739,0.38387844],"study_design_scores_gemma":[0.0024517016,0.00015217354,0.037230328,0.0003357942,0.00006370821,0.00016383652,0.00024184523,0.015476442,0.002268721,0.011700737,0.9292525,0.0006621806],"about_ca_topic_score_codex":0.00093843654,"about_ca_topic_score_gemma":0.00010561257,"teacher_disagreement_score":0.80917513,"about_ca_system_score_codex":0.00015295169,"about_ca_system_score_gemma":0.00025489065,"threshold_uncertainty_score":0.9999026},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18086314,0.0016980956,0.0022640459,0.050719645,0.013195237,0.0009044646,0.00008738327,0.000108610024,0.7501594],"genre_scores_gemma":[0.9405982,0.004764472,0.012104169,0.002716396,0.0012627798,0.000115104376,0.00019908806,0.000021706981,0.038218092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976926,0.00023975686,0.0006442319,0.00019208496,0.00075031613,0.0004810279],"domain_scores_gemma":[0.9978311,0.00012640664,0.00094709726,0.00051639957,0.00032859461,0.00025039315],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0013860271,0.0002207276,0.00021352549,0.0003177423,0.0030451023,0.0020659426,0.00081779313,0.00021325743,0.0014711111],"category_scores_gemma":[0.0004275607,0.00024737758,0.00012809732,0.00045698127,0.0004487813,0.016097847,0.00017380509,0.00020328576,0.0023801322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022540671,0.00016761932,0.0033513852,0.000082647355,0.00009178331,8.2923486e-7,0.01631581,0.000041294006,0.000044350563,0.5637088,0.022010857,0.3941621],"study_design_scores_gemma":[0.00080259144,0.000050640185,0.029335087,0.00011593752,0.000043268337,0.0000024765804,0.004255203,0.00008030796,0.0011435007,0.024034973,0.93984544,0.0002905561],"about_ca_topic_score_codex":0.0075525492,"about_ca_topic_score_gemma":0.00020938489,"teacher_disagreement_score":0.9178346,"about_ca_system_score_codex":0.00019009097,"about_ca_system_score_gemma":0.0006646996,"threshold_uncertainty_score":0.99999785},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05785684,0.0017900981,0.006937971,0.04592608,0.010345044,0.0009348314,0.00014246369,0.0003705334,0.8756961],"genre_scores_gemma":[0.92396474,0.0005544859,0.0020790913,0.0059035625,0.00052969786,0.000025213985,0.00011008899,0.000018912768,0.06681421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971367,0.000043270473,0.0008427143,0.000312218,0.000827442,0.00083763344],"domain_scores_gemma":[0.9966045,0.0000790285,0.00094344723,0.0013959035,0.00046940238,0.0005077375],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00027317015,0.00045470783,0.00035498128,0.00017987787,0.0013723563,0.024058,0.002019451,0.00023138507,0.00046132933],"category_scores_gemma":[0.0005204074,0.00037142105,0.00020756577,0.00020233048,0.0003066392,0.080472484,0.0011818167,0.000278415,0.007304975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041669893,0.00020926818,0.0018216841,0.00021555269,0.00016372622,0.000051706298,0.010506036,0.0002120156,0.00005475777,0.43461737,0.24551669,0.3065895],"study_design_scores_gemma":[0.0011827537,0.00019778348,0.012444565,0.00030988563,0.000032722633,0.0001429026,0.00020177185,0.004680658,0.0009984403,0.01990911,0.9592886,0.00061079994],"about_ca_topic_score_codex":0.0019305657,"about_ca_topic_score_gemma":0.00014731457,"teacher_disagreement_score":0.8661079,"about_ca_system_score_codex":0.00016058086,"about_ca_system_score_gemma":0.00017503252,"threshold_uncertainty_score":0.9999277},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038235098,0.001249575,0.39898786,0.019147804,0.0025596996,0.00092016865,0.00003899748,0.0003325191,0.53852826],"genre_scores_gemma":[0.9642037,0.0008992332,0.017136946,0.004712709,0.00024155778,0.000026458849,0.000022864695,0.000018369821,0.012738132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776274,0.00013912265,0.00052237435,0.00021302342,0.0004985881,0.00086412777],"domain_scores_gemma":[0.9979173,0.00012412126,0.00059420936,0.0007402291,0.00020217392,0.00042194506],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007612274,0.00029832823,0.00023298465,0.00030991642,0.0014274878,0.02604879,0.0015589619,0.00022953885,0.00008661485],"category_scores_gemma":[0.00031770134,0.00027280778,0.00013227103,0.00036323754,0.00020293749,0.05930281,0.00060953235,0.0002638101,0.0005620944],"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":[0.000055058885,0.00023512055,0.0028072433,0.00023628712,0.000117627606,0.00008362235,0.02452639,0.0060604466,0.0002703848,0.8444926,0.06409884,0.05701639],"study_design_scores_gemma":[0.0019967833,0.00022668227,0.031654157,0.00085627456,0.000043973563,0.00040627655,0.00037339842,0.04439767,0.010105134,0.08827845,0.8208227,0.00083846616],"about_ca_topic_score_codex":0.0035821907,"about_ca_topic_score_gemma":0.00011456916,"teacher_disagreement_score":0.92596865,"about_ca_system_score_codex":0.00026462192,"about_ca_system_score_gemma":0.0008601234,"threshold_uncertainty_score":0.9999724},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6160074,0.00043724303,0.025094746,0.04930528,0.004037791,0.0011668613,0.00008055258,0.0002860768,0.30358407],"genre_scores_gemma":[0.97293735,0.00018720402,0.0035445557,0.004344098,0.00032807558,0.00006834997,0.000080340615,0.000013098069,0.018496912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701655,0.00012290903,0.00081722427,0.00024340168,0.0006999079,0.0010999998],"domain_scores_gemma":[0.996483,0.00007235319,0.0013748518,0.00078885903,0.0007812679,0.0004996648],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009861934,0.0003331582,0.0002624068,0.00011633856,0.0028744761,0.009209066,0.0010828015,0.00026897583,0.00012978571],"category_scores_gemma":[0.00051194115,0.0002994565,0.00013692213,0.00023012882,0.000110823814,0.045536455,0.00072954316,0.00025232183,0.0009315845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018475301,0.0011696026,0.04878317,0.0020190415,0.0006665425,0.00009272212,0.3121543,0.0029761004,0.0019238746,0.36177656,0.10553865,0.16271468],"study_design_scores_gemma":[0.0051641907,0.00044424884,0.2971779,0.0033951527,0.00018472625,0.00035432214,0.0056367787,0.038815364,0.017021915,0.07403263,0.5560424,0.0017304005],"about_ca_topic_score_codex":0.01812791,"about_ca_topic_score_gemma":0.0016822646,"teacher_disagreement_score":0.4505037,"about_ca_system_score_codex":0.0026371116,"about_ca_system_score_gemma":0.0009255053,"threshold_uncertainty_score":0.99994576},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5040068,0.00073654676,0.014543542,0.0076121474,0.0041296007,0.0019319479,0.000064960725,0.00035953004,0.46661493],"genre_scores_gemma":[0.9762826,0.00037999626,0.00020477013,0.0040619173,0.0007616232,0.00016189739,0.00006697699,0.00003202736,0.018048175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977334,0.0000788741,0.00072986505,0.00021860858,0.0004679588,0.00077128725],"domain_scores_gemma":[0.9986828,0.00014368696,0.00043203405,0.00034419372,0.00033680283,0.000060480932],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0010098128,0.0003677901,0.000257595,0.00030148064,0.00054514286,0.0016974357,0.0005860072,0.00029039997,0.0070936303],"category_scores_gemma":[0.0004855769,0.00027602093,0.00014815155,0.0003806474,0.00024573936,0.016188323,0.00045832025,0.00022947359,0.01743388],"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":[0.0010961969,0.0009742869,0.19877696,0.004252868,0.0007342713,0.000068729256,0.011902486,0.00079313194,0.003672943,0.14071603,0.4051505,0.2318616],"study_design_scores_gemma":[0.002123448,0.00004148765,0.003717215,0.001003093,0.00009896709,0.000017979348,0.00054408214,0.0033482944,0.0027349482,0.006922669,0.97893494,0.00051286013],"about_ca_topic_score_codex":0.0015443162,"about_ca_topic_score_gemma":0.000031854033,"teacher_disagreement_score":0.5737845,"about_ca_system_score_codex":0.0002776364,"about_ca_system_score_gemma":0.00009108115,"threshold_uncertainty_score":0.9999692},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48219034,0.0070608873,0.000048849568,0.011857114,0.0057324227,0.00088095147,0.00013301204,0.00024520006,0.49185124],"genre_scores_gemma":[0.87859565,0.03932887,0.0005518968,0.0012592435,0.00067737186,0.000042741158,0.00006109695,0.000019026824,0.07946411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719334,0.00023650256,0.00067507406,0.00026066243,0.0009297493,0.00070466445],"domain_scores_gemma":[0.9985223,0.00024852616,0.0004133766,0.00021309232,0.00034411615,0.00025858346],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006428013,0.00034329982,0.00043577765,0.00034096098,0.0009720373,0.0010621403,0.0005712268,0.00025327638,0.004203929],"category_scores_gemma":[0.00018510116,0.0002978399,0.00021659175,0.0020518724,0.0005824927,0.009478219,0.00021354358,0.00028150206,0.008206796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025653822,0.00034554716,0.10908349,0.0009296183,0.00076307595,0.000018631099,0.29717913,0.00010937098,0.00010348043,0.1906167,0.34227565,0.058318764],"study_design_scores_gemma":[0.0007168563,0.00017489762,0.022030745,0.0001758299,0.000093457886,0.0000059270583,0.021155655,0.000029126653,0.00006984786,0.0025495372,0.9525802,0.00041789643],"about_ca_topic_score_codex":0.02773629,"about_ca_topic_score_gemma":0.002110958,"teacher_disagreement_score":0.6103046,"about_ca_system_score_codex":0.0009226814,"about_ca_system_score_gemma":0.00012965962,"threshold_uncertainty_score":0.99997485},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61918384,0.0017689004,0.013249002,0.02859461,0.0058225985,0.0032943743,0.00083716796,0.00018114455,0.32706833],"genre_scores_gemma":[0.9743215,0.0025105984,0.0015366051,0.0014302856,0.0003432515,0.000033002823,0.0012840901,0.0000067341352,0.018533949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968061,0.00029873924,0.00074681756,0.00026931532,0.0011372227,0.00074179255],"domain_scores_gemma":[0.99854505,0.00032055777,0.0003177392,0.00028560593,0.00016510669,0.00036594365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011505107,0.00028268053,0.0002421519,0.00026730998,0.00038711034,0.00036267945,0.0005850341,0.00013686426,0.024756355],"category_scores_gemma":[0.00022301068,0.00024797427,0.0001356257,0.00038241735,0.00022111803,0.0042170556,0.0001998405,0.0005335508,0.023650948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049409777,0.000056046934,0.12943126,0.00040966197,0.00021415505,0.000012052762,0.004914836,0.0065269335,0.00002370821,0.009093579,0.009229898,0.83959377],"study_design_scores_gemma":[0.0010771325,0.0007779712,0.13756196,0.00014376159,0.000014513405,0.000025809379,0.0005235297,0.016125353,0.00014101976,0.012164841,0.8311238,0.00032030005],"about_ca_topic_score_codex":0.006708618,"about_ca_topic_score_gemma":0.000858301,"teacher_disagreement_score":0.83927345,"about_ca_system_score_codex":0.0000930391,"about_ca_system_score_gemma":0.00014126692,"threshold_uncertainty_score":0.99999726},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05975328,0.0015744807,0.2947305,0.094695754,0.0036253983,0.0010848447,0.00026005955,0.00056485966,0.5437108],"genre_scores_gemma":[0.9050953,0.0003378893,0.005701221,0.075148925,0.00028730877,0.000021697502,0.00024782587,0.00001745456,0.013142413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980384,0.00009112342,0.00063195656,0.00022774715,0.0004575512,0.0005532117],"domain_scores_gemma":[0.9986131,0.00006547827,0.00031501247,0.00027785596,0.00013593976,0.0005925714],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0001657284,0.00030720208,0.00023878657,0.00008355244,0.0001257921,0.005964178,0.0007685086,0.00011088318,0.000388984],"category_scores_gemma":[0.00016056387,0.00025972305,0.00013993798,0.00032483556,0.00010456591,0.026341878,0.0006652106,0.0002928348,0.003527575],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090473375,0.00011471901,0.00056253513,0.00027952643,0.00014902456,0.00006614329,0.17194167,0.0010004985,0.00015222165,0.3815444,0.34547183,0.09862694],"study_design_scores_gemma":[0.00076563185,0.00036246408,0.0021297631,0.00020617153,0.00001911025,0.000086125925,0.00045076298,0.03213308,0.0016486115,0.009520464,0.9522924,0.00038544336],"about_ca_topic_score_codex":0.0016251779,"about_ca_topic_score_gemma":0.000057807072,"teacher_disagreement_score":0.845342,"about_ca_system_score_codex":0.00012398281,"about_ca_system_score_gemma":0.00016813722,"threshold_uncertainty_score":0.9999855},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27822584,0.0073632267,0.05825698,0.06346473,0.008746316,0.0026191233,0.00040650726,0.00078647723,0.5801308],"genre_scores_gemma":[0.97952724,0.0005174758,0.00033594054,0.01587649,0.0014456861,0.000048663464,0.00027103754,0.000030197165,0.0019472445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980811,0.00003083105,0.00065546203,0.0002436797,0.0003817858,0.00060718297],"domain_scores_gemma":[0.99878466,0.000050242157,0.00042661143,0.0002210326,0.00042815256,0.00008931309],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020262749,0.0003571884,0.00029479395,0.00019759989,0.00032160865,0.0010032394,0.0005258944,0.00015410142,0.0062464355],"category_scores_gemma":[0.00020009719,0.0003783638,0.00017072172,0.0005555174,0.00009393414,0.011467518,0.0004825475,0.00031248634,0.024227811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091215956,0.00043341104,0.024221532,0.0031330122,0.0005429574,0.00006778559,0.016692389,0.00089390436,0.00041215288,0.09827489,0.16945036,0.68496543],"study_design_scores_gemma":[0.0008048941,0.000053483953,0.0025463093,0.00032279344,0.000099266945,0.00000959993,0.0021640284,0.018918416,0.0019729284,0.0020577123,0.9705835,0.00046704462],"about_ca_topic_score_codex":0.00040687688,"about_ca_topic_score_gemma":0.00004786358,"teacher_disagreement_score":0.80113316,"about_ca_system_score_codex":0.00015835327,"about_ca_system_score_gemma":0.00007089158,"threshold_uncertainty_score":0.99986684},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3067063,0.0041286093,0.08068431,0.21795493,0.0036523198,0.0025870297,0.00025061966,0.0015077557,0.3825281],"genre_scores_gemma":[0.96769357,0.0004820225,0.0060768747,0.019858634,0.0005317872,0.00003883507,0.00011673855,0.000023880424,0.005177665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973989,0.00007861699,0.00085119467,0.00030767792,0.00062001985,0.0007435548],"domain_scores_gemma":[0.9981499,0.000052245945,0.0004809689,0.00037291582,0.00046324395,0.00048075887],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002508822,0.00041418846,0.00032125675,0.00030476323,0.00031365512,0.0076562753,0.00096564344,0.00019222459,0.00021760102],"category_scores_gemma":[0.00023296336,0.00034930324,0.00015758211,0.0016571217,0.00011436881,0.04525107,0.00064260396,0.0002870182,0.0024459823],"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":[0.0001571533,0.00059800845,0.0025875578,0.0009772561,0.0002791291,0.000120744706,0.07300663,0.0010076233,0.00095556496,0.33629164,0.43940613,0.14461258],"study_design_scores_gemma":[0.001398644,0.0004267392,0.0029562053,0.0002879524,0.000020629566,0.00014826278,0.0013748106,0.022401243,0.011686132,0.013269819,0.9453276,0.0007019691],"about_ca_topic_score_codex":0.001320233,"about_ca_topic_score_gemma":0.000040184183,"teacher_disagreement_score":0.66098726,"about_ca_system_score_codex":0.00012538851,"about_ca_system_score_gemma":0.00046179685,"threshold_uncertainty_score":0.9998959},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104122244,0.0057209767,0.004556112,0.0727698,0.0052071707,0.0010738467,0.00005562522,0.0004590568,0.80603516],"genre_scores_gemma":[0.96851116,0.00044308093,0.00012285924,0.012579682,0.0021638824,0.00004314876,0.00016398012,0.000037388723,0.015934823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979599,0.00003443104,0.0007836584,0.00024491065,0.00046694608,0.0005101173],"domain_scores_gemma":[0.9984923,0.00012576992,0.0004621782,0.0002654616,0.0005704647,0.000083802224],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030813753,0.00035476408,0.00031159603,0.00019429515,0.00034869288,0.0012593428,0.0005631132,0.00015463354,0.003893044],"category_scores_gemma":[0.00059450814,0.00037531985,0.00018417348,0.00061711797,0.00014505233,0.012958207,0.0005031515,0.00030050625,0.032351464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030411,0.00029544914,0.10153196,0.003866792,0.00033637576,0.00004195717,0.011615895,0.0004148495,0.000044029908,0.073080614,0.43151796,0.37695],"study_design_scores_gemma":[0.0006420229,0.000036151458,0.003110496,0.0003720674,0.00007345556,0.000003867131,0.001021818,0.0053250697,0.00017057604,0.0002915109,0.98853993,0.00041300544],"about_ca_topic_score_codex":0.030474449,"about_ca_topic_score_gemma":0.008092528,"teacher_disagreement_score":0.8643889,"about_ca_system_score_codex":0.00026097664,"about_ca_system_score_gemma":0.00037052057,"threshold_uncertainty_score":0.9998699},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02960936,0.016706161,0.046104208,0.14336433,0.008451821,0.0018896952,0.0003718483,0.0013629583,0.7521396],"genre_scores_gemma":[0.88320935,0.007451042,0.007141103,0.06765806,0.0015659505,0.000046118657,0.0005364655,0.0000516005,0.032340325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973113,0.000047954432,0.0009384536,0.0002979328,0.0007152899,0.00068906957],"domain_scores_gemma":[0.99803954,0.000051308012,0.00045266308,0.0004106279,0.00032261235,0.00072325574],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00016374,0.0004106909,0.0003478389,0.00035197483,0.00028786116,0.011755563,0.00093924796,0.00020316806,0.00083422597],"category_scores_gemma":[0.0001879616,0.00033697294,0.00017372791,0.0020580434,0.00012447366,0.093871355,0.0006203637,0.00029342598,0.0066006803],"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":[0.00007121684,0.000107953114,0.0004555888,0.0006184074,0.00014950181,0.000060984563,0.027209556,0.00058645353,0.000075797514,0.30941963,0.5350048,0.12624013],"study_design_scores_gemma":[0.0007885676,0.00033156786,0.0009387882,0.0002475071,0.000022833827,0.000092051174,0.000288126,0.009998,0.0012552607,0.00441138,0.98112965,0.00049629813],"about_ca_topic_score_codex":0.0007159601,"about_ca_topic_score_gemma":0.000025854877,"teacher_disagreement_score":0.85359997,"about_ca_system_score_codex":0.00014736196,"about_ca_system_score_gemma":0.00019159346,"threshold_uncertainty_score":0.9999082},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16170137,0.0016305494,0.032536607,0.2541706,0.008661234,0.0010465017,0.00027091426,0.00068042445,0.5393018],"genre_scores_gemma":[0.95284635,0.000355707,0.0016591526,0.037014756,0.00048369291,0.000015309026,0.00013828253,0.000011268111,0.0074754744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997719,0.000034639823,0.0007357045,0.00025353435,0.0007938408,0.00046329212],"domain_scores_gemma":[0.99834347,0.000039392027,0.00037102535,0.00028570823,0.00044080635,0.0005195874],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000113884256,0.00030056748,0.00020949962,0.00009542026,0.00020012677,0.0053676725,0.0011824192,0.00012496748,0.00057019026],"category_scores_gemma":[0.00022276347,0.00026451735,0.00012590254,0.00049308507,0.00011996902,0.054675132,0.00069487863,0.00023660153,0.0072552115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010476393,0.00018723005,0.001328037,0.00029905915,0.00027327207,0.00009335341,0.046857115,0.014858582,0.00032280042,0.45090708,0.2904519,0.19431679],"study_design_scores_gemma":[0.0007531018,0.0001401673,0.0031070043,0.0001222188,0.000013914238,0.000067081935,0.00018563023,0.026188316,0.0010837052,0.002119152,0.9658602,0.0003595123],"about_ca_topic_score_codex":0.00033360365,"about_ca_topic_score_gemma":0.000007471315,"teacher_disagreement_score":0.79114497,"about_ca_system_score_codex":0.00013153703,"about_ca_system_score_gemma":0.00011916273,"threshold_uncertainty_score":0.9999807},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03392941,0.008567454,0.0017978682,0.29192647,0.0020314443,0.00051104475,0.00015617655,0.0002428669,0.6608373],"genre_scores_gemma":[0.9259597,0.007117142,0.00089770486,0.027859002,0.0012427171,0.00007441593,0.00011503375,0.000017506878,0.036716785],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811804,0.00020068864,0.00058802916,0.0001676564,0.0005876562,0.00033792504],"domain_scores_gemma":[0.99878365,0.0004630103,0.00027522992,0.0001022936,0.00010248935,0.00027330784],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021123416,0.00021756685,0.00023639872,0.00025962404,0.00071213505,0.0003890689,0.00039073837,0.00008534343,0.002468529],"category_scores_gemma":[0.00054028654,0.00020820732,0.00014184909,0.0010869788,0.00043283994,0.006338783,0.00016406026,0.00021319547,0.0036986764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006161951,0.00010864392,0.010706154,0.00023167062,0.00019542906,0.000003983988,0.3923504,0.00026216786,0.0000050097406,0.27943394,0.28987607,0.02676492],"study_design_scores_gemma":[0.00036078016,0.00008387275,0.0024928516,0.00006514731,0.000027537504,0.0000012490901,0.0017325534,0.0004802108,0.000010646527,0.0011967985,0.9933145,0.00023384528],"about_ca_topic_score_codex":0.014064466,"about_ca_topic_score_gemma":0.0052935956,"teacher_disagreement_score":0.8920303,"about_ca_system_score_codex":0.00031488232,"about_ca_system_score_gemma":0.0010873977,"threshold_uncertainty_score":0.99844337},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083045706,0.0040754545,0.030707836,0.38692904,0.0054059927,0.0017002544,0.00019852951,0.0008501439,0.48708707],"genre_scores_gemma":[0.9726324,0.0001686689,0.0008051837,0.018946562,0.00044813857,0.00001938975,0.00013944662,0.000016481392,0.0068237134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971843,0.00006316653,0.0009606663,0.00032884735,0.0007280419,0.00073500694],"domain_scores_gemma":[0.9979743,0.00004985377,0.00048058826,0.0004377512,0.00026991757,0.0007876347],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00014575018,0.0004298095,0.0003598516,0.00010447246,0.00054970855,0.0043101334,0.0009218146,0.00016272446,0.00029931127],"category_scores_gemma":[0.00014756597,0.0003790399,0.00021194252,0.00069100736,0.00016707761,0.05305238,0.00073491264,0.0002691124,0.005112935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012043426,0.00027422726,0.002140793,0.0005865073,0.00024851836,0.00007728566,0.07454465,0.0011370342,0.00012499688,0.37909833,0.21326832,0.3283789],"study_design_scores_gemma":[0.0015049926,0.00038056922,0.0017630599,0.00014207503,0.000031248983,0.00006496853,0.00093609677,0.004567134,0.0014130493,0.0015273249,0.98711574,0.00055374234],"about_ca_topic_score_codex":0.11291791,"about_ca_topic_score_gemma":0.006485135,"teacher_disagreement_score":0.8895867,"about_ca_system_score_codex":0.0004302043,"about_ca_system_score_gemma":0.001718309,"threshold_uncertainty_score":0.9998661},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21794817,0.0015741889,0.056823846,0.26433024,0.0035657666,0.0011649857,0.0001111243,0.0009585058,0.4535232],"genre_scores_gemma":[0.9679056,0.00017646575,0.0016098202,0.027038459,0.00025484743,0.000014758082,0.00007969471,0.0000143453635,0.0029060491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979222,0.00008856172,0.0006716388,0.00024765602,0.0005829233,0.00048702012],"domain_scores_gemma":[0.9984681,0.00006943915,0.00032709131,0.00031434742,0.00033669235,0.0004843471],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00014381993,0.0002976109,0.00023684662,0.00008707593,0.00031679816,0.005182677,0.000590951,0.00016171,0.00015538078],"category_scores_gemma":[0.00011910672,0.00027310217,0.0001144912,0.0008742977,0.000079746605,0.045233563,0.00031740073,0.0002368296,0.004166077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015376991,0.00036362157,0.0005217667,0.00085642247,0.00021824588,0.000056003093,0.08479577,0.00505584,0.0016959495,0.53992116,0.09761518,0.26874626],"study_design_scores_gemma":[0.0011068706,0.00018546791,0.0017760119,0.00015623427,0.000027074773,0.00008949063,0.0015359173,0.036604922,0.0067161294,0.0042773127,0.9470864,0.0004381527],"about_ca_topic_score_codex":0.0030581916,"about_ca_topic_score_gemma":0.000210618,"teacher_disagreement_score":0.8494712,"about_ca_system_score_codex":0.000102656675,"about_ca_system_score_gemma":0.0002232244,"threshold_uncertainty_score":0.9999721},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15187228,0.0039692377,0.33613008,0.192872,0.003168362,0.0020562494,0.0006140109,0.0016897983,0.30762798],"genre_scores_gemma":[0.9813036,0.0013951091,0.0030451627,0.012131986,0.0003100998,0.000015456104,0.00031140083,0.000014836142,0.0014723829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974543,0.000120058954,0.0007870631,0.00019990368,0.0006464912,0.0007921699],"domain_scores_gemma":[0.9979397,0.00009197426,0.0005419273,0.00030153274,0.00043712463,0.0006877089],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00028574243,0.00039773108,0.00029983695,0.0005012682,0.00056354154,0.0061250636,0.0009015048,0.0003097198,0.00025286642],"category_scores_gemma":[0.00025444158,0.0003720493,0.000199794,0.0014658243,0.00014376997,0.07587533,0.0004863332,0.00033324116,0.0015441938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012168565,0.000110722896,0.0018232395,0.0008679955,0.00021589882,0.000049446164,0.15437257,0.0046745623,0.0001117226,0.3377452,0.2882137,0.21169324],"study_design_scores_gemma":[0.0011433577,0.00030036242,0.0051689795,0.00032256276,0.000036798738,0.000116057294,0.0046159104,0.041992676,0.0013671693,0.0064345323,0.9378761,0.00062551675],"about_ca_topic_score_codex":0.0033399232,"about_ca_topic_score_gemma":0.00010246796,"teacher_disagreement_score":0.8294313,"about_ca_system_score_codex":0.00071134727,"about_ca_system_score_gemma":0.0004842044,"threshold_uncertainty_score":0.99987316},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04988015,0.0016795127,0.22217768,0.06528387,0.0037711903,0.0012048847,0.0002799476,0.00072660076,0.65499616],"genre_scores_gemma":[0.9614247,0.0008109227,0.0037242973,0.030693978,0.0002811806,0.000026142652,0.00017290926,0.00001162819,0.0028542392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978194,0.000074828786,0.0007773621,0.00015351987,0.00061450416,0.0005603662],"domain_scores_gemma":[0.9983334,0.00006142642,0.00052096805,0.00029069788,0.00027521033,0.0005183316],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002378196,0.00030439784,0.00022928267,0.000084408275,0.00023938082,0.0060643493,0.00074510067,0.00020241164,0.0002102357],"category_scores_gemma":[0.00026872964,0.00027163993,0.00012961222,0.00057530176,0.00011521372,0.08510258,0.00040312053,0.00029483868,0.0050122323],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006297184,0.000072892115,0.0005259911,0.0005069738,0.00008552714,0.000026775719,0.07542637,0.0026522598,0.000038102185,0.32548726,0.23523742,0.35987747],"study_design_scores_gemma":[0.0008270465,0.00014874722,0.0031227483,0.00016186608,0.000017102404,0.00008981475,0.000495179,0.0331488,0.0006230184,0.0022902228,0.9587162,0.0003592342],"about_ca_topic_score_codex":0.0005202413,"about_ca_topic_score_gemma":0.00001142243,"teacher_disagreement_score":0.91154456,"about_ca_system_score_codex":0.0002473398,"about_ca_system_score_gemma":0.00023753826,"threshold_uncertainty_score":0.9999736},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6319846,0.0033017735,0.016186884,0.1930884,0.0047127083,0.0060068453,0.0006682597,0.00085242116,0.1431981],"genre_scores_gemma":[0.9693127,0.0023869826,0.0022181668,0.023409283,0.00076931383,0.00024214199,0.00072506146,0.00003999428,0.0008963022],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919143,0.0040559596,0.002106778,0.00025582704,0.000774026,0.00089311297],"domain_scores_gemma":[0.99542737,0.0011283967,0.0018318667,0.00036926087,0.00061717443,0.0006259249],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005392065,0.0004197408,0.0004584068,0.00024768544,0.0014633178,0.00071713794,0.0004440683,0.0007693128,0.0009941646],"category_scores_gemma":[0.0013236407,0.00042859963,0.00011516569,0.000668033,0.00016408353,0.024516549,0.00025907278,0.0011853698,0.0036143397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025731852,0.0001334073,0.012624486,0.02044087,0.0001635732,0.000004950984,0.7786239,0.0009464225,0.000102701735,0.04711778,0.022718074,0.116866514],"study_design_scores_gemma":[0.0017999413,0.00020064146,0.023327213,0.0019474776,0.00004650977,0.000024256404,0.060469482,0.0048816446,0.00017977846,0.001769156,0.9049238,0.0004301098],"about_ca_topic_score_codex":0.0070232847,"about_ca_topic_score_gemma":0.00042430108,"teacher_disagreement_score":0.8822057,"about_ca_system_score_codex":0.0004619729,"about_ca_system_score_gemma":0.0013140854,"threshold_uncertainty_score":0.99991906},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45712107,0.0020473027,0.0038488838,0.50888145,0.0010128035,0.0018210141,0.0005176436,0.00031511497,0.024434727],"genre_scores_gemma":[0.88936716,0.0031483336,0.0031902627,0.10178792,0.0006250271,0.00027063917,0.00038370234,0.000053693544,0.0011732323],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872966,0.008852737,0.0017077695,0.00025421075,0.00057123584,0.0013174885],"domain_scores_gemma":[0.99315095,0.0037339544,0.0014979981,0.0004675871,0.00030576257,0.0008437202],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0065567344,0.00045903987,0.0005881599,0.00015268876,0.0015257538,0.00042334382,0.00070036075,0.000941046,0.0015067046],"category_scores_gemma":[0.0017299916,0.00045736646,0.00015807229,0.0003981094,0.0000822067,0.0077395737,0.00043545425,0.0021160552,0.0018355243],"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":[0.00013747794,0.00010935021,0.15549612,0.0062574875,0.00018668074,0.000008734237,0.7898693,0.00026566494,0.000041489766,0.008922545,0.022615692,0.01608947],"study_design_scores_gemma":[0.0011489391,0.0002620286,0.07815113,0.0018352317,0.00007875214,0.000020980611,0.12801024,0.00563207,0.000054550987,0.00053113257,0.78384787,0.00042710366],"about_ca_topic_score_codex":0.43444446,"about_ca_topic_score_gemma":0.2576307,"teacher_disagreement_score":0.76123214,"about_ca_system_score_codex":0.0027402285,"about_ca_system_score_gemma":0.010547858,"threshold_uncertainty_score":0.9997878},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2344525,0.0018688674,0.14141028,0.060943145,0.0028015524,0.0012024735,0.00014783887,0.00064088334,0.55653244],"genre_scores_gemma":[0.9767889,0.00020149855,0.00523058,0.016194692,0.0002470311,0.000020624437,0.0000645703,0.000007362697,0.001244759],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735266,0.000065843786,0.0008465877,0.00019219288,0.000746759,0.0007959531],"domain_scores_gemma":[0.9982585,0.000073104435,0.0004819164,0.0002388253,0.0003375464,0.0006101181],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00038429967,0.00032937617,0.00024539337,0.00015872967,0.0012995705,0.007326653,0.00096532475,0.00014052093,0.00021647222],"category_scores_gemma":[0.0004225396,0.00027130434,0.00013539486,0.0009573823,0.0007415426,0.09877732,0.00045372857,0.0001962017,0.0035066311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006894457,0.00011222369,0.0036965823,0.0007670983,0.00010695842,0.000012641202,0.24947315,0.0070681707,0.0000714956,0.34928375,0.059534743,0.32980424],"study_design_scores_gemma":[0.001124157,0.0007048246,0.010574144,0.00031216114,0.00003872189,0.00012573377,0.0029607026,0.07517083,0.0019892685,0.0077599427,0.8985324,0.0007071333],"about_ca_topic_score_codex":0.047513805,"about_ca_topic_score_gemma":0.0018224603,"teacher_disagreement_score":0.83899766,"about_ca_system_score_codex":0.00075827155,"about_ca_system_score_gemma":0.001607433,"threshold_uncertainty_score":0.9999739},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045187004,0.0058725653,0.05866941,0.13411279,0.029896723,0.0020552191,0.00031662922,0.0013784156,0.72251123],"genre_scores_gemma":[0.96490306,0.00093100645,0.0050805183,0.014250572,0.004698716,0.000038091257,0.00025687827,0.00002589043,0.009815271],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766546,0.00008084456,0.0008089184,0.0002534808,0.0006896538,0.00050166715],"domain_scores_gemma":[0.99827844,0.00007533188,0.0004430244,0.00031559131,0.00038199205,0.0005056176],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00015160983,0.00035957157,0.0002936884,0.00008062365,0.00033137028,0.006603166,0.0007489682,0.00021379998,0.00040923525],"category_scores_gemma":[0.00028671953,0.00029607533,0.0001445443,0.00046884565,0.00013357542,0.04174807,0.0004619796,0.00025891652,0.0030460253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000443538,0.00008470094,0.00023576086,0.00030767464,0.000099925026,0.00002102231,0.03997891,0.00031652793,0.000105250525,0.47045982,0.37941125,0.10893479],"study_design_scores_gemma":[0.0005825576,0.00027974692,0.000961039,0.00015583893,0.000021939575,0.000023735676,0.00048781815,0.0045457836,0.0021099588,0.003151474,0.9872678,0.00041234077],"about_ca_topic_score_codex":0.0009961785,"about_ca_topic_score_gemma":0.000056162342,"teacher_disagreement_score":0.91971606,"about_ca_system_score_codex":0.00012967565,"about_ca_system_score_gemma":0.00017597173,"threshold_uncertainty_score":0.99994916},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5666908,0.005072556,0.2100756,0.094686076,0.0066808057,0.001817148,0.0007246852,0.0010169313,0.11323537],"genre_scores_gemma":[0.8877534,0.002980296,0.071290694,0.03051338,0.002519564,0.00010097355,0.00028489402,0.00007035696,0.0044864444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627304,0.0008343552,0.0007798783,0.00034251722,0.0006015349,0.0011686925],"domain_scores_gemma":[0.99708277,0.0004498275,0.00039914358,0.00038353895,0.0005976152,0.001087107],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0015556326,0.00048117532,0.00039414474,0.00029166238,0.0005268304,0.007453375,0.0010270074,0.0006266421,0.00006985112],"category_scores_gemma":[0.0025651804,0.00044906515,0.00018158986,0.0025546805,0.00026314362,0.022957822,0.00043891714,0.00074110075,0.00017193658],"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":[0.0004070709,0.00044018292,0.0065098433,0.00071885524,0.00041122295,0.00013669777,0.28289217,0.0060992055,0.004429075,0.07133465,0.50575215,0.12086886],"study_design_scores_gemma":[0.0033177198,0.00077070575,0.014558712,0.00049930473,0.00013719851,0.00015147982,0.004100638,0.047635265,0.028962618,0.031756505,0.8668475,0.0012623627],"about_ca_topic_score_codex":0.0064875768,"about_ca_topic_score_gemma":0.0004020609,"teacher_disagreement_score":0.36109534,"about_ca_system_score_codex":0.0018496163,"about_ca_system_score_gemma":0.0040232856,"threshold_uncertainty_score":0.9997961},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29530427,0.0016923328,0.023357362,0.018575259,0.0020236697,0.00056456745,0.0007252824,0.00021836018,0.6575389],"genre_scores_gemma":[0.957529,0.004954493,0.0071932846,0.005317669,0.00008304226,0.00014310838,0.0024070502,0.000037437,0.022334937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971917,0.00006336338,0.0018157107,0.0002575879,0.00009527401,0.000576312],"domain_scores_gemma":[0.9983573,0.000104604165,0.00084454555,0.00035503582,0.00024583453,0.000092704664],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014214013,0.0003108385,0.00040845727,0.00052940793,0.00017652735,0.0011176029,0.00029988756,0.00053601485,0.001277415],"category_scores_gemma":[0.0002756136,0.00044158357,0.00012452011,0.00078189705,0.00013537602,0.011140384,0.00011690957,0.0004129958,0.0026369886],"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":[0.000010701593,0.00014950699,0.02077291,0.00030535678,0.00012252117,0.0000053431013,0.0025908768,0.00021181056,0.0000049070086,0.945597,0.008861298,0.021367792],"study_design_scores_gemma":[0.0014491512,0.000054212596,0.021196896,0.00027624605,0.000018888964,0.00006209965,0.001473781,0.0021572039,0.0021258213,0.1300027,0.84057164,0.0006113737],"about_ca_topic_score_codex":0.000103008526,"about_ca_topic_score_gemma":0.000048523554,"teacher_disagreement_score":0.83171034,"about_ca_system_score_codex":0.00058380835,"about_ca_system_score_gemma":0.00040983883,"threshold_uncertainty_score":0.99991935},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03940924,0.0036617725,0.3514574,0.066837825,0.008785823,0.0019950706,0.00016971256,0.000456362,0.5272268],"genre_scores_gemma":[0.73329544,0.0017666396,0.022517027,0.030963073,0.0006652712,0.00008614824,0.00070986047,0.00006590967,0.20993061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965456,0.00011054043,0.0011760354,0.00046825423,0.00081802276,0.00088156335],"domain_scores_gemma":[0.9970428,0.00015073185,0.000586433,0.0009095767,0.00076415145,0.0005463519],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0003271272,0.0005013133,0.0004497549,0.00015126153,0.0004886074,0.017334912,0.0019273107,0.00021704861,0.0009497375],"category_scores_gemma":[0.00028060607,0.00043900148,0.00019097493,0.0011826036,0.00019911792,0.044624634,0.0025982612,0.00038157564,0.0062421435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006932907,0.0004330156,0.00048755528,0.00025856216,0.00018594587,0.0001395763,0.0263197,0.003357596,0.0001355134,0.21324863,0.08308392,0.67228067],"study_design_scores_gemma":[0.00071232684,0.00020915424,0.001309482,0.0006305426,0.000041121944,0.00044029832,0.0014340054,0.01471968,0.0071902745,0.017532883,0.95504737,0.0007328731],"about_ca_topic_score_codex":0.004305299,"about_ca_topic_score_gemma":0.0005149033,"teacher_disagreement_score":0.87196344,"about_ca_system_score_codex":0.00025837333,"about_ca_system_score_gemma":0.00047340445,"threshold_uncertainty_score":0.9999635},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30167022,0.0551272,0.0012861877,0.077932216,0.034231886,0.002212895,0.00047917097,0.0006207474,0.5264395],"genre_scores_gemma":[0.9247018,0.016686872,0.0010495235,0.0019045596,0.0027488451,0.000041746767,0.00067865074,0.000027950564,0.05216006],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638283,0.0003321104,0.0009712075,0.00035576284,0.001183483,0.0007745941],"domain_scores_gemma":[0.998117,0.00013258803,0.00053073384,0.00030275044,0.00062423287,0.00029268654],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004417213,0.00046249866,0.0005197388,0.00014737553,0.00224884,0.00069859036,0.00042025873,0.00051781075,0.002425392],"category_scores_gemma":[0.0005791813,0.0004538571,0.00027690525,0.0016707882,0.00062864,0.003742969,0.00027909162,0.00044348277,0.00091401103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007208154,0.00034564122,0.001890386,0.0004725303,0.0004632325,0.00005520193,0.39758348,0.001299536,0.00022603673,0.2577855,0.16842717,0.1713792],"study_design_scores_gemma":[0.000946871,0.000062516745,0.0019429363,0.0002272352,0.00012817373,0.0000075382113,0.041424345,0.00015649406,0.0011512303,0.014677621,0.93878645,0.0004885899],"about_ca_topic_score_codex":0.03617528,"about_ca_topic_score_gemma":0.014683547,"teacher_disagreement_score":0.7703593,"about_ca_system_score_codex":0.0010448262,"about_ca_system_score_gemma":0.00039577155,"threshold_uncertainty_score":0.99986386},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7143987,0.01351631,0.0013175035,0.008022246,0.008544046,0.0021967762,0.00044039567,0.0005571988,0.2510068],"genre_scores_gemma":[0.92741436,0.0033515259,0.00042880588,0.006081457,0.0007211205,0.00048224148,0.00042560647,0.000058678364,0.06103619],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99513525,0.0012951186,0.001195191,0.00029982274,0.0010029392,0.0010717057],"domain_scores_gemma":[0.99752927,0.0006114171,0.0007896415,0.00043307652,0.00035040017,0.00028617686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015108451,0.00041822967,0.000463947,0.0004110071,0.0052361274,0.0003550591,0.00059583155,0.00037674775,0.0057227206],"category_scores_gemma":[0.00034351525,0.0004678197,0.00023900215,0.0009315845,0.00027058893,0.0039998787,0.00055434724,0.0013364619,0.0023318399],"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":[0.00012951366,0.00034433653,0.006414261,0.0011803041,0.00020195825,0.000015508538,0.763493,0.0006386461,0.000021418553,0.012339403,0.14881334,0.0664083],"study_design_scores_gemma":[0.0008423589,0.00021478155,0.0012515556,0.00025701828,0.000108597946,0.000009315851,0.28940144,0.0013814182,0.00009530574,0.0034943167,0.7025002,0.00044366255],"about_ca_topic_score_codex":0.008510225,"about_ca_topic_score_gemma":0.00040986863,"teacher_disagreement_score":0.55368686,"about_ca_system_score_codex":0.0007762587,"about_ca_system_score_gemma":0.00035159264,"threshold_uncertainty_score":0.9997774},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6081385,0.0012060626,0.017323252,0.054823454,0.008341568,0.0020321242,0.00041898226,0.0007013043,0.30701476],"genre_scores_gemma":[0.98734295,0.00026838307,0.00024759967,0.006448933,0.00048616386,0.00022289234,0.001805344,0.000034017256,0.0031437273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715865,0.0000608248,0.0010769125,0.00027273974,0.0007324122,0.00069846713],"domain_scores_gemma":[0.997858,0.00009425254,0.00073597603,0.00039140543,0.00086969155,0.000050685507],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0009282629,0.0003907378,0.00026834817,0.00064249587,0.0035105168,0.0014156734,0.00061267347,0.00017250766,0.008892465],"category_scores_gemma":[0.00010560703,0.00043829408,0.00011723738,0.0029899855,0.00018590578,0.018530617,0.0008058549,0.00048370537,0.0032866665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039994842,0.0012980653,0.017514603,0.0033442199,0.00032368538,0.0000380427,0.010332989,0.24588466,0.00028568515,0.5273489,0.062212896,0.13101631],"study_design_scores_gemma":[0.00063328823,0.000042629465,0.009204542,0.00025270123,0.00013318536,0.00004045573,0.009862404,0.06516734,0.0001095281,0.01556701,0.898355,0.00063191936],"about_ca_topic_score_codex":0.0036865314,"about_ca_topic_score_gemma":0.00024257305,"teacher_disagreement_score":0.8361421,"about_ca_system_score_codex":0.00043148219,"about_ca_system_score_gemma":0.00021568629,"threshold_uncertainty_score":0.9998069},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05921334,0.0012082015,0.8527679,0.0061409185,0.00043431306,0.0017287295,0.00029990613,0.00032758794,0.07787913],"genre_scores_gemma":[0.9786746,0.0008224942,0.011865403,0.0012278197,0.00006113726,0.0007808341,0.0005087273,0.000021435188,0.006037571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666053,0.00035542127,0.00095899525,0.00038696342,0.00089324504,0.00074484706],"domain_scores_gemma":[0.99780715,0.00015517641,0.0007120509,0.0005303041,0.0004906156,0.00030468186],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009462616,0.000431155,0.00027971552,0.000331846,0.0024751702,0.0048615155,0.0009265634,0.00010714154,0.0001876952],"category_scores_gemma":[0.00012983584,0.00042703358,0.00018591336,0.0012175031,0.0004490759,0.047626987,0.00067666604,0.00045244995,0.00030597593],"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":[0.000060290487,0.00050456706,0.0008172186,0.00013508258,0.00008276408,0.0000033097556,0.32388377,0.08486666,0.0009983265,0.56447816,0.0029501475,0.021219704],"study_design_scores_gemma":[0.0016711083,0.0009351554,0.03158007,0.00030724157,0.000091216345,0.0005933681,0.3195477,0.088612385,0.01977694,0.17545886,0.35974985,0.001676069],"about_ca_topic_score_codex":0.006026122,"about_ca_topic_score_gemma":0.0008595335,"teacher_disagreement_score":0.91946125,"about_ca_system_score_codex":0.0013847961,"about_ca_system_score_gemma":0.00086338853,"threshold_uncertainty_score":0.99981815},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20050064,0.024324605,0.08445986,0.2526772,0.039195076,0.0082801785,0.0018122956,0.0020614131,0.3866887],"genre_scores_gemma":[0.9431387,0.010213425,0.0063805934,0.014020151,0.0016966872,0.0005627524,0.0008041241,0.00008250889,0.023101062],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929681,0.0022093132,0.00230882,0.00022546772,0.0008214714,0.0014668263],"domain_scores_gemma":[0.9961845,0.0013930028,0.000905278,0.0004783032,0.0003908792,0.0006480072],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0070853354,0.0004455959,0.00043159956,0.0005225193,0.001326808,0.000908504,0.00040732976,0.0011236329,0.0041065807],"category_scores_gemma":[0.0015068861,0.00044037594,0.00019308172,0.0007348471,0.00011163873,0.022339933,0.000180916,0.0018002044,0.011669923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117182186,0.000038002883,0.0063502043,0.011907697,0.00023535837,0.000015258174,0.12091037,0.000293123,0.0000067623855,0.07291029,0.33144307,0.45577267],"study_design_scores_gemma":[0.0006674338,0.0001202711,0.005255957,0.003119036,0.00010361395,0.00006772424,0.020898119,0.007868003,0.000027285081,0.0020717892,0.9593945,0.00040622609],"about_ca_topic_score_codex":0.014836502,"about_ca_topic_score_gemma":0.0004645775,"teacher_disagreement_score":0.74263805,"about_ca_system_score_codex":0.0025972738,"about_ca_system_score_gemma":0.0020676595,"threshold_uncertainty_score":0.99997336},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3655872,0.010545099,0.08901488,0.12979144,0.010699879,0.0025313823,0.00033049248,0.0019874233,0.3895122],"genre_scores_gemma":[0.9868437,0.0011991054,0.002143684,0.0031266161,0.00023947137,0.000091936796,0.00019027916,0.000018491957,0.0061466843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963506,0.00013836382,0.0011566944,0.00035839752,0.000988058,0.0010078967],"domain_scores_gemma":[0.997933,0.00016596384,0.00043096958,0.0004897589,0.00056062633,0.00041969918],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000879064,0.0004979568,0.00032506709,0.00050058303,0.0016070069,0.012259445,0.00086975127,0.00021935842,0.00005388526],"category_scores_gemma":[0.00039663984,0.00040655397,0.00024014064,0.0015466199,0.0008338872,0.12167788,0.00043378546,0.00032608162,0.0010617481],"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":[0.00006716772,0.00022743027,0.0006480147,0.00095074234,0.00015164471,0.000027324168,0.15697277,0.0064763706,0.00009106249,0.5801547,0.1053398,0.14889297],"study_design_scores_gemma":[0.0010118044,0.00048727746,0.0060401587,0.0014271189,0.000054073316,0.00039144274,0.003251051,0.08682278,0.0012778394,0.017951675,0.88039637,0.0008884246],"about_ca_topic_score_codex":0.21495642,"about_ca_topic_score_gemma":0.029591264,"teacher_disagreement_score":0.77505654,"about_ca_system_score_codex":0.0015544663,"about_ca_system_score_gemma":0.0044765775,"threshold_uncertainty_score":0.99983865},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03993931,0.03306311,0.029988283,0.1340075,0.02469011,0.0022242633,0.0005020386,0.002085507,0.7334999],"genre_scores_gemma":[0.89516103,0.0051842346,0.0028526436,0.014605994,0.00066702365,0.00006894106,0.0005025933,0.00004448608,0.08091305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687797,0.00009324491,0.00092376926,0.00037770614,0.0009249615,0.0008023261],"domain_scores_gemma":[0.9982606,0.00012694043,0.00024006887,0.0005650851,0.00031846992,0.0004888172],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00043302772,0.00047763187,0.00031129,0.00083175686,0.0002859372,0.019346971,0.0007916342,0.0002268626,0.0010027904],"category_scores_gemma":[0.00010907304,0.00036873086,0.00023168346,0.0028162391,0.00012087686,0.061563913,0.0005970164,0.00037584468,0.010081211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018321505,0.00018864253,0.00008367697,0.0004946628,0.00023217047,0.00013462789,0.019365402,0.00044590057,0.000045115652,0.5543903,0.30960807,0.11499308],"study_design_scores_gemma":[0.0005771157,0.00016320111,0.0007123343,0.0008251457,0.00006074626,0.00025222183,0.0003134341,0.022845611,0.0008278186,0.016143657,0.9567508,0.0005279227],"about_ca_topic_score_codex":0.00058778125,"about_ca_topic_score_gemma":0.000042987056,"teacher_disagreement_score":0.85522175,"about_ca_system_score_codex":0.00018269334,"about_ca_system_score_gemma":0.00029055998,"threshold_uncertainty_score":0.9999104},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10111106,0.034281183,0.10063633,0.158772,0.004404939,0.0023326753,0.0019053888,0.0023201487,0.59423625],"genre_scores_gemma":[0.9049154,0.022536423,0.011500634,0.011201177,0.0008388082,0.00009562326,0.0009051694,0.00012269383,0.047884084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953428,0.00073690363,0.0010654939,0.0005005165,0.0010799164,0.0012743619],"domain_scores_gemma":[0.99576765,0.0005087376,0.00067704817,0.00083812315,0.0008121304,0.0013963265],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012803857,0.0007212474,0.0005751837,0.0021309496,0.0007052253,0.015593481,0.0012646299,0.00058722397,0.0008712451],"category_scores_gemma":[0.0005460311,0.00067554845,0.00029917914,0.0039576087,0.0006306471,0.07450719,0.0010451935,0.00064833363,0.0009845528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008898576,0.0003450789,0.0024328434,0.00012151826,0.00017529722,0.00014025666,0.01265662,0.0011315453,0.0000464592,0.06820751,0.9087536,0.005900322],"study_design_scores_gemma":[0.0019804528,0.00046354998,0.0060065575,0.0003477705,0.000115915704,0.00051035936,0.0016369143,0.004258651,0.00083352625,0.016991535,0.9659622,0.00089259684],"about_ca_topic_score_codex":0.01120643,"about_ca_topic_score_gemma":0.0004439217,"teacher_disagreement_score":0.80380434,"about_ca_system_score_codex":0.0006733018,"about_ca_system_score_gemma":0.0016001711,"threshold_uncertainty_score":0.9997933},"labels":[],"label_agreement":null}]}