{"id":"W4414053951","doi":"10.54932/qjjy2863","title":"Be like your sister and stay in school: the benefits of increasing Quebec’s male graduation rates","year":2025,"lang":"en","type":"report","venue":"","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Dropout (neural networks); Graduation (instrument); Educational attainment; Parity (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615894,0.0002808947,0.0002765225,0.0008171351,0.004547256,0.00154237,0.001664297,0.001436881,0.02113771],"category_scores_gemma":[0.003774221,0.0001385271,0.0004706408,0.0008883148,0.0006553971,0.0006433532,0.001438238,0.0009180873,0.002014419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369361,"about_ca_system_score_gemma":0.03268173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653242,"about_ca_topic_score_gemma":0.9895759,"domain_scores_codex":[0.9984328,0.0002486008,0.00003261517,0.00006720326,0.0004272997,0.0007914807],"domain_scores_gemma":[0.9940416,0.0002059629,0.0002374782,0.0001010409,0.001385571,0.004028262],"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":[0.0004844344,0.00161575,0.3000433,0.0003648141,0.00007285865,0.0006434682,0.003221133,0.0008787824,0.001336646,0.003720855,0.3103089,0.3773091],"study_design_scores_gemma":[0.0001106899,0.0004320504,0.8880843,0.0004832108,0.00004836292,0.0001803878,0.005458739,0.0005298852,0.0003389198,0.0002179053,0.1040717,0.0000437256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6700848,0.008147009,0.0007618438,0.1262664,0.001397458,0.0005000989,0.005575466,0.0004292701,0.1868378],"genre_scores_gemma":[0.9030304,0.00339201,0.001423091,0.009484574,0.0004371031,0.000134203,0.001672932,0.00005262513,0.08037318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03467584,"threshold_uncertainty_score":0.09935457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2968316840745668,"score_gpt":0.4736107850364322,"score_spread":0.1767791009618654,"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."}}