{"id":"W1589836186","doi":"10.7202/019878ar","title":"Le travail rémunéré pendant les études au cégep","year":2009,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sainte Foy","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006549845,0.0003785092,0.0004611345,0.0002370273,0.001492727,0.0001170752,0.0005754968,0.001109042,0.0001258859],"category_scores_gemma":[0.001020125,0.0004318822,0.0005651639,0.001053919,0.003839489,0.0005065417,0.00002596252,0.0009416316,0.00004315303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238676,"about_ca_system_score_gemma":0.001967413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05983546,"about_ca_topic_score_gemma":0.01667256,"domain_scores_codex":[0.993543,0.004067169,0.0005318365,0.0005770987,0.0003980641,0.0008828276],"domain_scores_gemma":[0.9961933,0.002618633,0.0002751602,0.0002921947,0.0003380838,0.0002825986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005667937,0.000499665,0.0194558,0.00004992292,0.0001503233,0.000001777031,0.2132083,0.000001345151,0.0002599641,0.6900585,0.003363245,0.07294556],"study_design_scores_gemma":[0.0004653762,0.0004213394,0.2547997,0.0003791376,0.0002015443,0.00001183102,0.284061,0.00001223281,0.0003108584,0.2478087,0.2104583,0.001070035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522766,0.0373449,0.0004986569,0.2594174,0.00247732,0.0005749632,0.00003343362,0.0005090751,0.1763783],"genre_scores_gemma":[0.9431177,0.03542736,0.008907146,0.001171643,0.004487174,0.00004223215,0.00004433291,0.00003672008,0.006765672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422497,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4607048249281713,"score_gpt":0.4823030159022727,"score_spread":0.02159819097410143,"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."}}