{"id":"W3183446632","doi":"10.3917/proj.029.0039","title":"Toward a digital training world?","year":2021,"lang":"fr","type":"article","venue":"Cairn.info","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Trois-Rivieres","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00101841,0.0001849687,0.0002623626,0.00007083564,0.0005340192,0.0002489192,0.0002491488,0.0001941735,0.003996095],"category_scores_gemma":[0.001821858,0.0002240776,0.0001999708,0.0007830594,0.001507677,0.0006666613,0.00004923959,0.0002919608,0.0005890811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005802423,"about_ca_system_score_gemma":0.001554924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075521,"about_ca_topic_score_gemma":0.0007287285,"domain_scores_codex":[0.9981127,0.0002735839,0.0003477601,0.0003678923,0.0003306948,0.0005673046],"domain_scores_gemma":[0.9977946,0.001329174,0.0001308149,0.0001905817,0.0002990389,0.0002558178],"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":[0.000001456205,0.00008331145,0.004226201,0.00003340561,0.00006846523,0.00001597822,0.3472102,0.00001128144,0.000008240529,0.5915195,0.01050547,0.04631648],"study_design_scores_gemma":[0.0001844545,0.00001974338,0.002975469,0.00009272736,0.00003042206,0.00001560193,0.2493926,0.00001984105,0.00001365162,0.01035952,0.7366597,0.0002362842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05994542,0.005778641,0.0003737784,0.09787878,0.01101634,0.000128184,0.00005563135,0.00009955985,0.8247237],"genre_scores_gemma":[0.6611995,0.0004341847,0.00154619,0.001084893,0.006296246,0.00001932327,0.00006633811,0.00001711608,0.3293362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7261543,"threshold_uncertainty_score":0.9969144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.427642268826976,"score_gpt":0.4601462242176557,"score_spread":0.03250395539067968,"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."}}