{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02607633,0.0004361593,0.0008858226,0.003608779,0.01167912,0.01019122,0.002176768,0.002106312,0.003738443],"category_scores_gemma":[0.08222273,0.0005902723,0.0004593335,0.00343919,0.006288638,0.006539005,0.01048184,0.003649004,0.0006103474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006935426,"about_ca_system_score_gemma":0.008954287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730445,"about_ca_topic_score_gemma":0.009458784,"domain_scores_codex":[0.965448,0.02794711,0.0008846146,0.0007688483,0.002327422,0.002623968],"domain_scores_gemma":[0.8882119,0.0891766,0.006359179,0.001172224,0.005310765,0.009769361],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002229479,0.00003703792,0.005176391,0.0001103675,0.000003815462,0.000288482,0.9866275,0.00001692321,0.0001683871,0.0009780703,0.0003830596,0.006187649],"study_design_scores_gemma":[0.00000262965,0.000025485,0.001647062,0.00009728741,0.000002616392,0.00007744729,0.9938173,0.00003648598,0.00009420198,0.0002526996,0.003939846,0.000006990512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793976,0.001342978,0.001405911,0.004897891,0.0001146358,0.0001408276,0.0001144094,0.00002186999,0.01256386],"genre_scores_gemma":[0.9946097,0.001140875,0.0006476916,0.0006777346,0.00004362845,0.0001441805,0.00004245363,0.00002734339,0.00266632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9739237,"threshold_uncertainty_score":0.1379065,"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."}}