{"id":"W3092282603","doi":"10.18162/ritpu-2020-v17n1-13","title":"Le développement professionnel au postsecondaire à l’ère du numérique","year":2020,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00330779,0.0002574825,0.0002777231,0.001769536,0.004364356,0.006645333,0.0009324405,0.001517598,0.02702112],"category_scores_gemma":[0.009506646,0.0001687016,0.0003076257,0.001808452,0.004876204,0.004855624,0.004571587,0.002603371,0.002322817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01153756,"about_ca_system_score_gemma":0.01798921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04418281,"about_ca_topic_score_gemma":0.06216022,"domain_scores_codex":[0.9969059,0.001007244,0.00009915353,0.0004604671,0.0008421181,0.0006852067],"domain_scores_gemma":[0.9937139,0.0019253,0.001073175,0.0004065214,0.001281595,0.001599471],"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":[0.00007213023,0.0001776828,0.02306139,0.000294349,0.00001098196,0.0001876878,0.02588718,0.0003822238,0.001101511,0.6789898,0.01649971,0.2533353],"study_design_scores_gemma":[0.00001231277,0.00009353662,0.08018839,0.0008743897,0.000008770086,0.0002375901,0.02066827,0.0007161798,0.001213312,0.05977099,0.836178,0.00003817739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1831084,0.01350437,0.0147501,0.07514384,0.001672615,0.00009130994,0.0001908115,0.0002009275,0.7113377],"genre_scores_gemma":[0.7965177,0.007013279,0.006162176,0.002972912,0.000632203,0.0001200534,0.00008184541,0.00007221723,0.1864275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04418281,"threshold_uncertainty_score":0.09039462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203909067628571,"score_gpt":0.3714562438704064,"score_spread":0.1510653371075492,"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."}}