{"id":"W4393083845","doi":"10.4018/979-8-3693-1994-9.ch015","title":"The Impact of Mentorship on the Career Development of Women in STEM Fields","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in human resources management and organizational development book series","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mentorship; Career development; Psychosocial; Medical education; Diversity (politics); Psychology; Medicine; Political 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":[0.001471789,0.0002913817,0.0001337811,0.0004106906,0.001016562,0.003230253,0.0004661063,0.0004773913,0.01303938],"category_scores_gemma":[0.00327561,0.00009155343,0.0002310718,0.0004992087,0.0008279509,0.001381263,0.002112126,0.001208043,0.002636009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305949,"about_ca_system_score_gemma":0.001942622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006627953,"about_ca_topic_score_gemma":0.003277419,"domain_scores_codex":[0.9990184,0.0005583689,0.00001556666,0.00003237416,0.0002844071,0.00009080269],"domain_scores_gemma":[0.9975545,0.001590337,0.00009715471,0.00007745605,0.0002014777,0.0004791568],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004994994,0.0001620831,0.001939228,0.000765037,0.00001209539,0.0003697632,0.007361169,0.0002778687,0.001560364,0.03477381,0.0924328,0.8602958],"study_design_scores_gemma":[0.00001052858,0.0002799061,0.01003801,0.001783007,0.00001713096,0.001077791,0.007467189,0.0003028918,0.001678978,0.01595576,0.9613667,0.00002198998],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06122145,0.09036332,0.005396091,0.02896067,0.003776428,0.0001092869,0.0001419439,0.0003177827,0.809713],"genre_scores_gemma":[0.413196,0.1341396,0.01067026,0.005742868,0.002449276,0.0001696237,0.0001919171,0.0002203284,0.4332201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9985282,"threshold_uncertainty_score":0.04362106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000227234437422,"score_gpt":0.2682514338586937,"score_spread":0.2482491615143194,"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."}}