{"id":"W6996000080","doi":"","title":"A quiet battle: an examination of the social forces that shape self-silencing and well-being in female leaders","year":2007,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Fusible alloy; Demotion; Dysgeusia; Proteogenomics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001838283,0.000308358,0.0004703692,0.0005480481,0.000468639,0.00002046351,0.0006580712,0.0008740876,0.0005456242],"category_scores_gemma":[0.00006004622,0.0003446728,0.0001403029,0.0004662392,0.0001714487,0.0004384728,0.0001223997,0.0009619222,0.00001846974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512665,"about_ca_system_score_gemma":0.00009563618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072354,"about_ca_topic_score_gemma":0.0007973232,"domain_scores_codex":[0.9975804,0.0003841826,0.0003426288,0.0005928452,0.0006320833,0.0004678605],"domain_scores_gemma":[0.9986526,0.0002026067,0.0006435604,0.0002870102,0.0001089518,0.0001052405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005712957,0.000289248,0.2968243,0.0008908884,0.0003212501,0.00003534553,0.6744379,0.00000435829,0.00548748,0.0008356901,0.000187547,0.0201147],"study_design_scores_gemma":[0.001004106,0.00005725188,0.8371953,0.0004246632,0.000114116,0.000003777571,0.1581828,0.00001239094,0.002304161,0.00005668888,0.0003479157,0.0002968619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978597,0.0001653066,0.000003184683,0.00006418653,0.001255419,0.0003266931,0.00000984441,0.00003908903,0.01953928],"genre_scores_gemma":[0.9910508,0.00004006437,0.0002019086,0.00002696356,0.00009707906,0.000001498399,0.0001230805,0.00003523019,0.008423418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5403709,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425418098468144,"score_gpt":0.3032424842263217,"score_spread":0.2689883032416403,"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."}}