{"id":"W1485901995","doi":"10.1096/fasebj.29.1_supplement.9.3","title":"Surviving the Sexodus Project: How STEM Women Approach Career Challenges","year":2015,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal","funders":"","keywords":"Women in science; Face (sociological concept); Career development; Psychology; Public relations; Sociology; Gender studies; Social psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009994175,0.0008668622,0.000550898,0.001338073,0.02214039,0.01210604,0.001738196,0.003372845,0.0070324],"category_scores_gemma":[0.0166212,0.0005930222,0.0005561875,0.0009656551,0.01646351,0.009291993,0.01338612,0.009620172,0.001490396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188139,"about_ca_system_score_gemma":0.006091222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389676,"about_ca_topic_score_gemma":0.008005459,"domain_scores_codex":[0.9921581,0.005392829,0.0001200275,0.0003285871,0.0009008119,0.001099707],"domain_scores_gemma":[0.9913108,0.004152985,0.0007070212,0.0002687509,0.0006660179,0.002894345],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006478496,0.00004567944,0.005157631,0.000139071,0.00002071005,0.001416092,0.9258892,0.00004581425,0.0007483262,0.01266634,0.02725354,0.02655287],"study_design_scores_gemma":[0.000005293976,0.00005875553,0.0008734829,0.0001628789,0.000009123387,0.0008786202,0.837748,0.00004342806,0.000355574,0.002974109,0.1568652,0.00002545314],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865682,0.01181256,0.009387949,0.2842988,0.005620747,0.0002075142,0.0002586464,0.0002578692,0.1015876],"genre_scores_gemma":[0.9130079,0.00924849,0.002390737,0.03105081,0.000729853,0.0002026014,0.0001500582,0.0003001447,0.04291939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900059,"threshold_uncertainty_score":0.0528549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.421457787262019,"score_gpt":0.3890057216845317,"score_spread":0.03245206557748731,"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."}}