{"id":"W4408975453","doi":"10.5206/cjils-rcsib.v48i1.22257","title":"Le chantier de la bibliothèque comme dispositif d’accompagnement du changement","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Education, sociology, and vocational training","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":[],"consensus_categories":[],"category_scores_codex":[0.003159237,0.00007345907,0.0001052295,0.001287639,0.001173077,0.0007457993,0.0003935123,0.00007068861,0.0002563256],"category_scores_gemma":[0.0003001499,0.00007594325,0.00003691898,0.001877042,0.002662129,0.006488564,0.0000242052,0.0001677919,0.000005661553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305496,"about_ca_system_score_gemma":0.01434064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922387,"about_ca_topic_score_gemma":0.0006006422,"domain_scores_codex":[0.9989243,0.0002265827,0.0003294655,0.00006087082,0.0001668532,0.0002919811],"domain_scores_gemma":[0.9988326,0.0002738458,0.0002146724,0.0000604543,0.0001531993,0.0004651961],"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":[0.000001554685,0.00001414212,0.02219555,0.00003028513,0.00001215911,0.000001120445,0.03681609,0.00002201969,0.000003022622,0.8807841,0.04348799,0.01663197],"study_design_scores_gemma":[0.0002122359,0.00003477341,0.09922332,0.0001692036,0.00001003301,0.00001681716,0.05663185,0.0002499257,0.00002497165,0.004657838,0.8386835,0.00008548071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2075055,0.00751385,0.004004173,0.3403512,0.006868305,0.0002475454,0.00003526588,0.00001436272,0.4334598],"genre_scores_gemma":[0.9855205,0.002375157,0.00164049,0.008848959,0.0004746637,0.000002808453,0.000004966661,0.000002217023,0.001130227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8761263,"threshold_uncertainty_score":0.9912471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658330739726334,"score_gpt":0.3398054532167745,"score_spread":0.2932221458195111,"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."}}