{"id":"W1601146164","doi":"10.4000/sociologies.132","title":"Décrire, comprendre et expliquer","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Explication; Humanities; Soul; Philosophy; Sociology; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008184104,0.001032361,0.0005729137,0.002146413,0.003764298,0.01134871,0.002177185,0.004790034,0.007939282],"category_scores_gemma":[0.01414529,0.0003197915,0.0006962973,0.001542326,0.02216678,0.009899797,0.004245814,0.005781362,0.003405162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071696,"about_ca_system_score_gemma":0.006585681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006925337,"about_ca_topic_score_gemma":0.01137296,"domain_scores_codex":[0.9900156,0.006108412,0.000306426,0.0008496144,0.002299337,0.0004206528],"domain_scores_gemma":[0.9941348,0.0029741,0.0006626215,0.000726766,0.001269592,0.0002321803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001380427,0.00002931287,0.0005419816,0.0001628713,0.00001388383,0.0002771015,0.02085495,0.0002665014,0.0009009334,0.9520715,0.009612349,0.01525475],"study_design_scores_gemma":[0.00001264944,0.00004689605,0.001133124,0.000923593,0.00003349231,0.0007679635,0.02656053,0.001196921,0.002026309,0.3020699,0.665178,0.00005057695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04358508,0.02005643,0.1968976,0.2308493,0.008642288,0.0002542444,0.0002708529,0.0003928194,0.4990515],"genre_scores_gemma":[0.7079359,0.01815355,0.0823717,0.02493184,0.006074294,0.0004577034,0.0003526111,0.0006687504,0.1590537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01134871,"threshold_uncertainty_score":0.04328221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4708598212921273,"score_gpt":0.5355523409916058,"score_spread":0.06469251969947842,"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."}}