{"id":"W4365398293","doi":"10.7202/1098121ar","title":"Emprunteurs de livres à BAnQ : portraits et tendances","year":2023,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106702,0.0003356251,0.0003286757,0.007385522,0.007853199,0.003494976,0.0009382251,0.0006831416,0.0185675],"category_scores_gemma":[0.002690417,0.0002316608,0.0002792104,0.01511529,0.003394708,0.002251862,0.001995684,0.001066546,0.001493436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01923773,"about_ca_system_score_gemma":0.01161048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9003589,"about_ca_topic_score_gemma":0.9650315,"domain_scores_codex":[0.9988986,0.0001522437,0.00004571145,0.0001815579,0.000462738,0.0002590382],"domain_scores_gemma":[0.9973098,0.0004286112,0.0003533459,0.0001349149,0.001421397,0.0003519557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001692596,0.00003396636,0.1501336,0.00119257,0.00007088183,0.002282817,0.5786995,0.0004750762,0.002801977,0.0292681,0.0486082,0.1862641],"study_design_scores_gemma":[0.000003205942,0.0000170022,0.3350884,0.000677679,0.00002036918,0.0005282449,0.2633768,0.0001593522,0.0003490857,0.0006074999,0.399124,0.00004829666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697515,0.01288674,0.002611453,0.005950557,0.0002218925,0.0001545043,0.01100284,0.000302385,0.2693546],"genre_scores_gemma":[0.8812434,0.006954933,0.002216359,0.0004354847,0.00005203988,0.000106796,0.00344414,0.0001781091,0.1053687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09964108,"threshold_uncertainty_score":0.2004557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910785711779298,"score_gpt":0.3286202555018767,"score_spread":0.2995123983840837,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}