{"id":"W68857036","doi":"10.7202/1032967ar","title":"Les employés des bibliothèques francophones au Canada et leurs habitudes et pratiques de formation continue","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Santé Montérégie; Université de Montréal","funders":"","keywords":"Humanities; Political science; Portrait; Art; Art history","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01065593,0.0004703315,0.0005183063,0.004426588,0.001325311,0.003577013,0.0005011864,0.0004251164,0.003738118],"category_scores_gemma":[0.004608769,0.0004582259,0.00009306739,0.007525844,0.0004801159,0.03040347,0.000157435,0.001346816,0.0001695463],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004244912,"about_ca_system_score_gemma":0.03817815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9587697,"about_ca_topic_score_gemma":0.982697,"domain_scores_codex":[0.9871041,0.0079109,0.001350905,0.0005759589,0.001434092,0.001624023],"domain_scores_gemma":[0.9932685,0.002560721,0.0007421808,0.0004094327,0.001673994,0.001345201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001388495,0.0002660655,0.1621614,0.001975297,0.00004062613,0.00001256975,0.1476,0.0002277166,0.000288614,0.02872488,0.6526932,0.005870784],"study_design_scores_gemma":[0.002175627,0.0009486168,0.3922584,0.002709948,0.00005129764,0.00003564705,0.1161927,0.0008243166,0.002415197,0.01586835,0.4656347,0.0008851429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579614,0.02418095,0.02066369,0.06660748,0.005379256,0.002193438,0.0002808207,0.0003149923,0.02241804],"genre_scores_gemma":[0.9172764,0.04540851,0.01222229,0.0152737,0.0009749717,0.0005473634,0.0004107293,0.00008237982,0.007803655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230097,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151365543111129,"score_gpt":0.4890955383830492,"score_spread":0.2739589840719363,"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."}}