{"id":"W2918325739","doi":"10.2307/j.ctvcj2m2z.24","title":"A Personal Reflection on Gender Equality in Canada","year":2019,"lang":"en","type":"book-chapter","venue":"MQUP eBooks","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Gender equality; Gender studies; Sociology; Political science; Psychology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160631,0.0001362253,0.000167724,0.00008535976,0.0001449286,0.00003094656,0.0001037065,0.0001903636,0.0002818095],"category_scores_gemma":[0.000009988677,0.0001383451,0.00006480705,0.000009648833,0.00004390559,0.00001558378,0.00002163717,0.0002921142,0.00004808852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110867,"about_ca_system_score_gemma":0.003250417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8779401,"about_ca_topic_score_gemma":0.9699684,"domain_scores_codex":[0.9986589,0.00006974546,0.0001883647,0.0002738009,0.0005372496,0.0002719361],"domain_scores_gemma":[0.9995762,0.0000571637,0.0001016709,0.0001397543,0.00003676903,0.00008844792],"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":[0.00001595515,0.000005961467,0.0004391432,0.00003297835,0.00003085435,0.00001567001,0.01110015,0.000008070318,0.00002830545,0.9828186,0.001656911,0.003847416],"study_design_scores_gemma":[0.0005550616,0.00005915987,0.003241445,0.0001209415,0.00004256294,0.000002519092,0.006964079,0.00006805227,0.0001061039,0.1377011,0.8503482,0.000790732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003212613,0.00002299017,0.000006260098,0.0001908041,0.000777263,0.0002526053,0.00001635429,0.00001373429,0.9955074],"genre_scores_gemma":[0.4824199,0.000004829349,0.000004311037,0.000289013,0.0001979052,0.000003162057,0.000007192921,0.00001192818,0.5170618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8486913,"threshold_uncertainty_score":0.57661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471146313111351,"score_gpt":0.3476288653288581,"score_spread":0.200514234017723,"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."}}