{"id":"W2733028499","doi":"","title":"Mangement: Improving Gender Equity in Australian Businesses","year":2011,"lang":"en","type":"article","venue":"Keeping good companies","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Gender equity; Publishing; Representation (politics); Equity (law); Political science; Executive board; Public relations; Senior management; Management; Business; Economic growth; Public administration; Accounting; Economics; 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":[0.007571395,0.0002924192,0.000294191,0.001255953,0.006875863,0.003631326,0.001363724,0.001526027,0.01030099],"category_scores_gemma":[0.0131043,0.0001885566,0.0002879864,0.00114417,0.002105738,0.004096584,0.007059335,0.001637545,0.0009430346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004180908,"about_ca_system_score_gemma":0.01479316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04522363,"about_ca_topic_score_gemma":0.08373325,"domain_scores_codex":[0.9959456,0.001825639,0.000083812,0.0002468091,0.001124885,0.0007732225],"domain_scores_gemma":[0.9951906,0.0007391309,0.0004228956,0.000280809,0.0009318969,0.002434595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000154246,0.0008703633,0.04771648,0.0005863118,0.00003661715,0.0005884985,0.06825674,0.0005282798,0.002702022,0.05797406,0.0591401,0.7614463],"study_design_scores_gemma":[0.00005596689,0.001051157,0.2721533,0.001183607,0.00007467574,0.0004183266,0.07721097,0.002053934,0.002179752,0.04508629,0.5984495,0.00008251807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5384791,0.008329169,0.007575854,0.1573009,0.001514724,0.0004377382,0.0001600657,0.0002863429,0.2859161],"genre_scores_gemma":[0.9331505,0.002303432,0.006387318,0.007922359,0.0002967548,0.0001180976,0.0000551694,0.00003988974,0.04972637],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04522363,"threshold_uncertainty_score":0.08992076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3725888677444765,"score_gpt":0.3582209725512682,"score_spread":0.0143678951932083,"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."}}