{"id":"W2482105334","doi":"10.7202/1029132ar","title":"Implantation en mode coopératif d’un système de gestion de bibliothèques dans huit établissements du réseau de l’Université du Québec (UQTR, UQAC, UQAR, UQO, UQAT, ETS, INRS, ENAP)","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Rimouski","funders":"","keywords":"Political science; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001518296,0.0006952601,0.0005536804,0.004043564,0.0005320343,0.02116773,0.0009803219,0.0004271127,0.0008883046],"category_scores_gemma":[0.0005670813,0.0006803927,0.0002074963,0.006873258,0.0002286504,0.05601369,0.0004193447,0.0004479503,0.0001878186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004554973,"about_ca_system_score_gemma":0.003542981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2612828,"about_ca_topic_score_gemma":0.03005367,"domain_scores_codex":[0.9949591,0.00115648,0.0008574519,0.0008605853,0.001006438,0.001159966],"domain_scores_gemma":[0.9962199,0.000600892,0.0006092513,0.00054344,0.0009310451,0.001095458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004489507,0.001282857,0.06342193,0.0004350196,0.000553186,0.0008075674,0.1541337,0.00948209,0.01957763,0.3178518,0.4168787,0.01512661],"study_design_scores_gemma":[0.01295317,0.003932144,0.3001035,0.002728912,0.001181612,0.006220575,0.01570301,0.1744153,0.1291227,0.1058802,0.2421842,0.005574613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4329045,0.01533944,0.479331,0.0282518,0.001565494,0.001306488,0.0003031569,0.0009926931,0.04000549],"genre_scores_gemma":[0.9571538,0.02047553,0.008717488,0.00338624,0.0005949065,0.00006684404,0.00039871,0.00008123276,0.009125271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5242493,"threshold_uncertainty_score":0.9995647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739841826784572,"score_gpt":0.300654795867652,"score_spread":0.2432563775998063,"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."}}