{"id":"W3002579600","doi":"10.24908/pceea.vi0.13807","title":"CONTRIBUTIONS FEMMUNIQUES : QU’APPORTENT LES FEMMES AU GÉNIE ?","year":2019,"lang":"fr","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; 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":[],"consensus_categories":[],"category_scores_codex":[0.00100847,0.0001720781,0.000219921,0.0002241525,0.0006105714,0.0001612179,0.0004539062,0.0003121024,0.0003748613],"category_scores_gemma":[0.001047178,0.0001926344,0.0001681631,0.0007442628,0.00007408508,0.00044766,0.00006104163,0.0002896131,0.00008382468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049106,"about_ca_system_score_gemma":0.004115824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2403844,"about_ca_topic_score_gemma":0.1186493,"domain_scores_codex":[0.9984488,0.0000217892,0.0002886597,0.0002074007,0.0005099873,0.0005233444],"domain_scores_gemma":[0.9977463,0.00008646691,0.0004264957,0.00009683501,0.001317786,0.0003260476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001721405,0.00006582004,0.732537,0.0001517202,0.000132099,5.864687e-8,0.01196609,0.00004155255,0.0001544367,0.1091868,0.1441365,0.00162618],"study_design_scores_gemma":[0.0002172201,0.00001620945,0.4467327,0.0002999379,0.0001214405,0.000001007271,0.006656783,0.0001415894,0.0006083385,0.001012944,0.5438378,0.0003540176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611507,0.0008957515,0.000004374522,0.06443883,0.006695864,0.0006918756,0.0001173241,0.0000811663,0.06592408],"genre_scores_gemma":[0.9268768,0.0001114368,0.0001694261,0.0002347983,0.0003484254,0.00001801089,0.0000207837,0.00001623203,0.07220413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3997014,"threshold_uncertainty_score":0.9933075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492283804698043,"score_gpt":0.2345942961036384,"score_spread":0.219671458056658,"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."}}