{"id":"W7164870026","doi":"","title":"Actes de 3ème séminaire international du programme APPRENDRE. Se professionnaliser en collaborant, tenu en ligne du 23 au 26 février 2021","year":2021,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional qualification; Continuing education; Center (category theory); Occupational training","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007377821,0.0009046816,0.0004880327,0.001397793,0.004120132,0.004082366,0.001654838,0.005526934,0.09968407],"category_scores_gemma":[0.009414875,0.0006197474,0.000669493,0.0008488059,0.0009556786,0.001796083,0.005035017,0.00550684,0.04281184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004646435,"about_ca_system_score_gemma":0.02800786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09344196,"about_ca_topic_score_gemma":0.1576827,"domain_scores_codex":[0.9932065,0.000864379,0.0002680696,0.0004829421,0.002858741,0.002319402],"domain_scores_gemma":[0.9905418,0.0006259797,0.0004111496,0.000286379,0.002676588,0.005458097],"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":[0.0001218306,0.0001413533,0.002028102,0.0002343882,0.000007330463,0.0002362453,0.001387387,0.0001271618,0.0009389587,0.007954096,0.9234838,0.06333924],"study_design_scores_gemma":[0.00001524847,0.00003454997,0.006727778,0.00009315983,0.000002267815,0.00005642573,0.0004239061,0.0000459719,0.0001955872,0.0004845842,0.9919094,0.00001109329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01298451,0.004534157,0.005414078,0.082518,0.02502104,0.005169,0.01143629,0.001713986,0.8512089],"genre_scores_gemma":[0.02197375,0.001029659,0.003834276,0.01260672,0.00127856,0.002156829,0.004368047,0.0004812781,0.9522708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09968407,"threshold_uncertainty_score":0.3334764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198565256719875,"score_gpt":0.2460889159884735,"score_spread":0.2341032634212747,"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."}}