{"id":"W6994565907","doi":"","title":"Introduction","year":2018,"lang":"fr","type":"article","venue":"","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université de Sherbrooke","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Fondation J. Armand Bombardier; Université de Sherbrooke","keywords":"Work (physics); Identification (biology); Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005235774,0.0009354713,0.0005743678,0.001713445,0.002255962,0.009456292,0.003049172,0.003936751,0.1977835],"category_scores_gemma":[0.01283688,0.0003509814,0.001234354,0.001842508,0.001656251,0.004664399,0.004261075,0.002605653,0.07783066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003598506,"about_ca_system_score_gemma":0.006680123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007811482,"about_ca_topic_score_gemma":0.006015453,"domain_scores_codex":[0.994597,0.001397244,0.0002480894,0.001143561,0.002081917,0.0005322713],"domain_scores_gemma":[0.9941497,0.001252021,0.0002639866,0.001010517,0.002794162,0.0005296321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001489242,0.0001195015,0.00202644,0.0009400478,0.00003609523,0.0003098162,0.001385633,0.001319626,0.001065131,0.2853928,0.3325811,0.3746749],"study_design_scores_gemma":[0.00001228856,0.00002674309,0.0007149847,0.0004596234,0.00001037382,0.0001613473,0.0003731182,0.0003235842,0.0002864868,0.01972424,0.9778935,0.00001365823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005681019,0.008461868,0.08767784,0.04515225,0.009181164,0.0008971908,0.00436271,0.002350671,0.8362353],"genre_scores_gemma":[0.08042365,0.01553221,0.08695231,0.02551158,0.005386063,0.00122182,0.008435186,0.001185816,0.7753514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1977835,"threshold_uncertainty_score":0.6616518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2481633078982526,"score_gpt":0.4898963133512824,"score_spread":0.2417330054530299,"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."}}