{"id":"W4413679006","doi":"10.7202/1119064ar","title":"Évolution de la formation au numérique à BAnQ : besoins diversifiés des clientèles et apprentissage collaboratif","year":2025,"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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science; Psychology","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":[0.0075423,0.0004608174,0.0006952765,0.005021926,0.008278716,0.01094096,0.00302788,0.001786315,0.02699245],"category_scores_gemma":[0.02820883,0.0006652726,0.0003773135,0.004183052,0.004271896,0.00448467,0.005700135,0.001986136,0.002857288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02378588,"about_ca_system_score_gemma":0.01986057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5541977,"about_ca_topic_score_gemma":0.5271221,"domain_scores_codex":[0.9900097,0.002741384,0.0003813532,0.001461511,0.003544027,0.001862107],"domain_scores_gemma":[0.9660501,0.006675541,0.003822301,0.001678127,0.01461568,0.007158195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003435449,0.0003191569,0.4180125,0.000336779,0.00009873121,0.001119609,0.3878657,0.0004973158,0.003023492,0.0192158,0.01273948,0.1564281],"study_design_scores_gemma":[0.00003760157,0.0001570448,0.5831456,0.0003550713,0.00003816724,0.0007457918,0.293709,0.002258119,0.0008445393,0.0034089,0.1151779,0.0001222859],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142691,0.000921564,0.004227565,0.00514659,0.0001049175,0.0002452345,0.0009271777,0.0002638613,0.07389385],"genre_scores_gemma":[0.9626932,0.0003107249,0.002335906,0.00030103,0.00002607801,0.0001681246,0.0003645121,0.0000930364,0.03370746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9762141,"threshold_uncertainty_score":0.8968554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804172375500001,"score_gpt":0.3583642972010364,"score_spread":0.3403225734460364,"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."}}