{"id":"W2527319591","doi":"","title":"Increasing the participation of women in science and engineering: a report on research and innovative programs","year":2001,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Promotion (chess); Geomatics; Women in science; Visibility; Science and engineering; Engineering ethics; Engineering; Medical education; Public relations; Sociology; Political science; Medicine; Geography; Gender studies; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007488975,0.00002448849,0.00005241695,0.0001165539,0.0002372405,0.00005580717,0.0000704085,0.0000153846,0.000005541867],"category_scores_gemma":[0.002695731,0.00001888869,0.000002066733,0.001275228,0.0005817953,0.0001091882,0.00007113622,0.00005255031,8.760831e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652847,"about_ca_system_score_gemma":0.0001845504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139617,"about_ca_topic_score_gemma":0.0001901922,"domain_scores_codex":[0.9990743,0.0000481223,0.00008845326,0.00008808122,0.0004500829,0.0002509829],"domain_scores_gemma":[0.9994459,0.000173596,0.00002624091,0.00005818731,0.0002412721,0.00005486981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003306195,0.00005963322,0.8460549,0.00001306348,0.000004132599,0.00001882877,0.1229583,0.000001142582,0.0003017593,0.01971301,0.0000265098,0.01081568],"study_design_scores_gemma":[0.0001068432,0.00004193361,0.9827086,0.00003539717,7.740935e-7,0.000003274351,0.01367168,0.0001095815,0.00006916429,0.001927829,0.001285173,0.0000397778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929724,0.000004112626,0.000002932697,0.0005716311,0.00001464956,0.0001607851,9.904112e-8,0.000007379298,0.006266051],"genre_scores_gemma":[0.9997699,0.000005443289,0.0001441829,0.000009000195,0.000007868578,0.00001225507,2.935606e-7,8.903702e-7,0.00005013866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366538,"threshold_uncertainty_score":0.3227237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08804629688370742,"score_gpt":0.3593943389459855,"score_spread":0.2713480420622781,"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."}}