{"id":"W2906347848","doi":"10.18559/ebr.2018.4.6","title":"Bold Vision: Gender Diversity Stuck in Transition","year":2018,"lang":"en","type":"article","venue":"Economics and Business Review/The Poznań University of Economics Review","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Transition (genetics); Psychology; Cognitive psychology; Political science; Chemistry; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004850634,0.0002796617,0.0004735938,0.001526466,0.01125776,0.00824824,0.001476933,0.003793991,0.00661287],"category_scores_gemma":[0.007116347,0.00016651,0.0004797236,0.002354627,0.01387836,0.004974966,0.004359384,0.006159775,0.0004466821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03844403,"about_ca_system_score_gemma":0.08913407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7360285,"about_ca_topic_score_gemma":0.8197417,"domain_scores_codex":[0.9956601,0.0009654902,0.00009360801,0.0002698232,0.001979729,0.001031114],"domain_scores_gemma":[0.9951924,0.001338019,0.0002828541,0.000158618,0.001931687,0.001096556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004000006,0.00003316233,0.002203573,0.0008922103,0.0000343559,0.0006790679,0.02966578,0.0001814514,0.0003768989,0.6156642,0.2095344,0.1406948],"study_design_scores_gemma":[0.00000747718,0.00002750115,0.005715673,0.002066605,0.00002252719,0.0003069814,0.0340733,0.00007034609,0.000278699,0.02949423,0.9278976,0.00003908119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02860703,0.1588958,0.002281337,0.518653,0.01030525,0.00007949649,0.0003138701,0.00007778956,0.2807863],"genre_scores_gemma":[0.6669702,0.1261923,0.002063837,0.14595,0.001778846,0.00006197795,0.0002283938,0.0000922804,0.05666213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7360285,"threshold_uncertainty_score":0.5310521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09994928654765639,"score_gpt":0.266747119883054,"score_spread":0.1667978333353976,"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."}}