{"id":"W4312650242","doi":"10.7202/1092838ar","title":"Introduction","year":2022,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Coaching; Political science; Sociology; Philosophy; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002655556,0.0009244917,0.0005412548,0.001476438,0.002171785,0.005319903,0.001949778,0.003340074,0.2857366],"category_scores_gemma":[0.008273765,0.0002924089,0.0007847022,0.001598054,0.001244038,0.00341215,0.003859505,0.003239737,0.1481906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861148,"about_ca_system_score_gemma":0.005167491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005364693,"about_ca_topic_score_gemma":0.004870113,"domain_scores_codex":[0.9973869,0.0004116522,0.0001359576,0.0006240686,0.001124427,0.0003170873],"domain_scores_gemma":[0.9955602,0.0008463559,0.0002524138,0.0003572013,0.002404985,0.0005789016],"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":[0.00007782513,0.00006031481,0.0009303241,0.0007723294,0.00000980653,0.0001854872,0.001246357,0.0001043575,0.0005624134,0.03294628,0.823639,0.1394655],"study_design_scores_gemma":[0.000004816131,0.00001513371,0.000598052,0.0002991896,0.000003181584,0.0001073642,0.0002699606,0.00001693578,0.000135332,0.002024913,0.9965178,0.000007266629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005633284,0.0204023,0.01123672,0.09322461,0.04193516,0.0005835961,0.01374358,0.002024504,0.8112162],"genre_scores_gemma":[0.03841553,0.01850086,0.009047023,0.04626256,0.01377726,0.0007858207,0.01077031,0.001168228,0.8612724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7142634,"threshold_uncertainty_score":0.955884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525953104959508,"score_gpt":0.4508069314635276,"score_spread":0.2982116209675768,"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."}}