{"id":"W1945187483","doi":"","title":"Commitment to Graduate Studies and Careers in Science and Engineering: Examining Women's and Men's Experiences","year":2010,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Interpersonal communication; Psychology; Graduate students; Self-efficacy; Self-confidence; Qualitative property; Field (mathematics); Medical education; Social psychology; Applied psychology; Pedagogy; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001449134,0.0001622986,0.0003091561,0.000885691,0.002679301,0.001636355,0.0003332194,0.0003114755,0.00157971],"category_scores_gemma":[0.002952884,0.0002018107,0.0001949018,0.001049369,0.001257536,0.0006779252,0.002139546,0.0008043779,0.0001865953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642111,"about_ca_system_score_gemma":0.002934047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08814751,"about_ca_topic_score_gemma":0.2046212,"domain_scores_codex":[0.9991578,0.0002283507,0.00003482283,0.00006096682,0.000190919,0.000327243],"domain_scores_gemma":[0.997651,0.0005128111,0.0003635871,0.00003632087,0.0002927191,0.001143644],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009960977,0.00009686391,0.7099028,0.00005304218,0.00001638948,0.0002917476,0.2671571,0.00003340632,0.0008632563,0.0003393219,0.000701532,0.02044501],"study_design_scores_gemma":[0.000003352288,0.0001409295,0.5144997,0.00003333188,0.000007510649,0.0002044646,0.4788238,0.00005374127,0.0002185515,0.0000520761,0.005945268,0.00001724288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986666,0.0001299966,0.00002545884,0.0001402015,0.000006243737,0.00000377179,0.00003552565,8.258605e-7,0.0009914795],"genre_scores_gemma":[0.9982933,0.0002375023,0.00004576023,0.00008607269,0.000005563684,0.000005861662,0.00005149566,0.000001485174,0.001272863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985509,"threshold_uncertainty_score":0.1752689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392071575658228,"score_gpt":0.255469192779316,"score_spread":0.2115484770227337,"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."}}