{"id":"W2014459725","doi":"10.5539/ass.v10n1p86","title":"Demographic and Family Related Barriers on Women Managers’ Career Development","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marital status; Career development; Psychology; Government (linguistics); Sample (material); Social psychology; Sociology; Demography; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001480339,0.00009129211,0.0001080744,0.0001282196,0.003341383,0.0002269917,0.0004270014,0.00009470619,0.0002648095],"category_scores_gemma":[0.0001362186,0.00009269609,0.00002891444,0.001068467,0.001885899,0.0005411716,0.0001085306,0.0001323684,0.0001313368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968235,"about_ca_system_score_gemma":0.0003745207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009133955,"about_ca_topic_score_gemma":0.0001004597,"domain_scores_codex":[0.9980832,0.0001240483,0.0001292175,0.0003298317,0.0007294731,0.0006041914],"domain_scores_gemma":[0.9993104,0.00002255532,0.00005727872,0.0000898304,0.0001018772,0.0004180761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005623119,0.00003095019,0.02666653,0.000007724352,0.00002605351,0.000004718975,0.6771622,1.650589e-7,0.0002873589,0.1059478,0.002421739,0.1874391],"study_design_scores_gemma":[0.0001417459,0.00002288809,0.731302,0.000004836303,0.000003367546,1.121033e-7,0.2433387,0.000001114106,0.00002056794,0.007089092,0.01789049,0.0001851192],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057366,0.000008297518,0.000007601489,0.001865493,0.0001463845,0.0001456206,9.520192e-7,0.00004695659,0.3920422],"genre_scores_gemma":[0.998073,0.00001102638,0.0001144063,0.0007503033,0.0000334904,0.00001216998,5.311305e-7,0.000003342639,0.001001703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7046354,"threshold_uncertainty_score":0.9979562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758610803899064,"score_gpt":0.2511791151121369,"score_spread":0.2135930070731462,"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."}}