{"id":"W2971158098","doi":"10.1177/1038416219828087","title":"Career development for doctoral and postdoctoral trainees in Canada","year":2019,"lang":"en","type":"article","venue":"Australian Journal of Career Development","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Career development; Pace; Career Pathways; Career counseling; Medical education; Pedagogy; Population; Career portfolio; Psychology; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002838081,0.0001940934,0.0003809052,0.001618518,0.01759333,0.004098654,0.001865658,0.001267966,0.0108704],"category_scores_gemma":[0.005748023,0.000413026,0.0004077189,0.002470177,0.001505668,0.0008278219,0.004879741,0.002447706,0.001093188],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08711199,"about_ca_system_score_gemma":0.2975319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749453,"about_ca_topic_score_gemma":0.9931813,"domain_scores_codex":[0.9964275,0.0003804906,0.00007130196,0.0001865022,0.0007132791,0.002220922],"domain_scores_gemma":[0.9830567,0.0003928852,0.0003605517,0.00008768604,0.002168652,0.01393339],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000796271,0.0006770483,0.3739525,0.0008020274,0.00006866705,0.004887848,0.19814,0.0006921766,0.001942609,0.0381041,0.1737631,0.2061738],"study_design_scores_gemma":[0.00007210441,0.0002705532,0.4398598,0.0009184891,0.00002348669,0.001118224,0.2701762,0.0008846739,0.0003944101,0.001671791,0.2844557,0.000154656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874691,0.00560009,0.0003145285,0.03905728,0.0006546822,0.0002896343,0.001905707,0.00005420241,0.06465489],"genre_scores_gemma":[0.9320464,0.004104257,0.0007195083,0.003673951,0.00005231427,0.0001052463,0.0006523647,0.00002587217,0.05861995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971619,"threshold_uncertainty_score":0.6320447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06472379773482383,"score_gpt":0.268033236724838,"score_spread":0.2033094389900141,"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."}}