{"id":"W2736369033","doi":"10.7202/1041057ar","title":"Masculinités et familles en transformation","year":2017,"lang":"fr","type":"article","venue":"Enfances Familles Générations","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; 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":[],"category_scores_codex":[0.0008172849,0.0002749145,0.0003493027,0.00009384217,0.005282959,0.0008782393,0.000741045,0.0002468231,0.0001050825],"category_scores_gemma":[0.0002960314,0.0002984671,0.0002700426,0.000177839,0.0005420927,0.002201789,0.0001287852,0.0003146575,0.0006605165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107641,"about_ca_system_score_gemma":0.0002220348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008266783,"about_ca_topic_score_gemma":0.03864244,"domain_scores_codex":[0.9976296,0.0004002223,0.0004862868,0.0003863092,0.0005674975,0.0005300734],"domain_scores_gemma":[0.9986718,0.0001179718,0.0003234886,0.0005465877,0.0001929801,0.0001471936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009755306,0.0001847442,0.006405449,0.000102488,0.00024767,0.00000549366,0.2195898,0.000303785,0.00005365746,0.7259344,0.02288575,0.024277],"study_design_scores_gemma":[0.0007193716,0.00009090977,0.07799159,0.0001846035,0.0001871801,0.00000413281,0.2969073,0.0006174852,0.00006081322,0.02673969,0.5958764,0.0006205314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200231,0.01295997,0.00363703,0.188007,0.006997222,0.0007273844,0.0002617575,0.0001413647,0.6672453],"genre_scores_gemma":[0.9024303,0.04523691,0.000731335,0.0004761128,0.0009211893,0.0000702571,0.00003891166,0.00002213203,0.05007288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7824072,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05852269638382179,"score_gpt":0.4047843512998078,"score_spread":0.346261654915986,"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."}}