{"id":"W4405238409","doi":"10.7202/1114880ar","title":"Le rôle des collections dans les bibliothèques : c’est compliqué1","year":2024,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00124896,0.0002769449,0.0002449979,0.007967629,0.004243225,0.008948326,0.0003676184,0.0003851454,0.01309718],"category_scores_gemma":[0.0001767039,0.0003148256,0.0001746668,0.02459482,0.001614377,0.02305228,0.0001685034,0.0006211406,0.0008884253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617441,"about_ca_system_score_gemma":0.001077414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179893,"about_ca_topic_score_gemma":0.01138985,"domain_scores_codex":[0.9974456,0.0006055644,0.0005674051,0.0003757158,0.0004769376,0.0005287178],"domain_scores_gemma":[0.9986876,0.0005461221,0.0001716483,0.0001953696,0.0002611387,0.0001381039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001028926,0.00009015946,0.001194569,0.000194398,0.0001115719,0.000009792962,0.0494217,0.0003121984,0.000336106,0.8834667,0.05526881,0.009583669],"study_design_scores_gemma":[0.0002720593,0.0001662008,0.0007258285,0.0004466206,0.00007520105,0.00003264886,0.04973128,0.00118651,0.002516519,0.08619989,0.8582367,0.0004105507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05126316,0.04398127,0.07736856,0.02661018,0.002783872,0.0006552447,0.00009897602,0.002308391,0.7949303],"genre_scores_gemma":[0.8207411,0.04017574,0.002390723,0.0004205386,0.0003273227,0.000107226,0.00009914007,0.00004500418,0.1356933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8029679,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867736977775016,"score_gpt":0.3451247627044994,"score_spread":0.3164473929267493,"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."}}