{"id":"W2230736725","doi":"","title":"Conversations with professors: an exploration of academic career success","year":2014,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Passion; Public relations; Order (exchange); Work (physics); Career development; Qualitative research; Pedagogy; Psychology; Sociology; Political science; Social psychology; Engineering; Business; Social science","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002534778,0.0001028776,0.0001575984,0.0004306715,0.001618842,0.0001465863,0.0008908738,0.0001923146,0.0001234355],"category_scores_gemma":[0.0005494197,0.0001061593,0.00004342186,0.0008336091,0.0008119899,0.01472503,0.0001507798,0.0007408629,0.00002471099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658413,"about_ca_system_score_gemma":0.001103168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005035341,"about_ca_topic_score_gemma":0.0008406352,"domain_scores_codex":[0.9927129,0.004926092,0.0001897227,0.0003511177,0.001467205,0.0003529248],"domain_scores_gemma":[0.9976048,0.0009631436,0.0002356944,0.0003987277,0.0005240811,0.0002734945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006366365,0.0004028132,0.3558547,0.0001365756,0.000140057,0.00004575126,0.08045435,0.000419073,0.001729906,0.5463558,0.01124923,0.002575144],"study_design_scores_gemma":[0.00288247,0.001785377,0.08936363,0.0004703662,0.0002082146,0.000004721484,0.2042178,0.002202504,0.02160105,0.00521816,0.6710019,0.001043855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8365718,0.00002653253,0.0006951745,0.01083434,0.0001521396,0.0005651669,0.000004555244,0.0002104994,0.1509398],"genre_scores_gemma":[0.9663326,0.0000486739,0.0008123264,0.00002597577,0.000221486,0.000003649528,0.00001943231,0.00001628332,0.03251955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597526,"threshold_uncertainty_score":0.9996809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841941787777131,"score_gpt":0.4318241266813301,"score_spread":0.1476299479036169,"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."}}