{"id":"W2002972648","doi":"10.7202/007146ar","title":"Introduction","year":2002,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.001942774,0.000796108,0.0004389008,0.001193256,0.002424075,0.006249694,0.001664063,0.003188392,0.3104662],"category_scores_gemma":[0.006788658,0.0002425046,0.0005657743,0.001553416,0.001465868,0.003639739,0.00364899,0.002685275,0.1431836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458246,"about_ca_system_score_gemma":0.004100003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570864,"about_ca_topic_score_gemma":0.004597485,"domain_scores_codex":[0.9979964,0.0003325832,0.0001026824,0.0004693764,0.0008213784,0.0002775457],"domain_scores_gemma":[0.9969015,0.0006113509,0.0001874849,0.0002861545,0.001542854,0.0004705399],"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":[0.00006488293,0.00004412184,0.0009820871,0.0004347628,0.000006813366,0.0001675275,0.002243763,0.0001041172,0.0004272989,0.07540167,0.8133272,0.1067957],"study_design_scores_gemma":[0.000002577685,0.000008172343,0.0004578644,0.0001504987,0.000001476918,0.00007317413,0.0003640236,0.00001297824,0.00007334698,0.002440323,0.9964104,0.000005061989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004438435,0.009356839,0.007618386,0.05667804,0.01842812,0.0002977316,0.007865484,0.00117337,0.8941435],"genre_scores_gemma":[0.03390489,0.007935183,0.005174162,0.02412814,0.006373606,0.0004127992,0.005824767,0.0007452972,0.9155012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6895338,"threshold_uncertainty_score":0.9835363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.740135778123861,"score_gpt":0.5303466917564967,"score_spread":0.2097890863673643,"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."}}