{"id":"W4283689082","doi":"10.1017/s0008423922000440","title":"Doctoral Mentorship Practices in Canadian Political Science","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Calgary; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mentorship; Politics; Medical education; Political science; Graduate students; Pedagogy; Sociology; Public relations; Medicine","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":[0.009839194,0.0002281388,0.0004266688,0.002370881,0.02144541,0.006134236,0.002887691,0.001395432,0.008234003],"category_scores_gemma":[0.0231072,0.0003926726,0.0002476781,0.004420277,0.006152502,0.001283851,0.006338949,0.0026763,0.0003686007],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1116516,"about_ca_system_score_gemma":0.2231726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9273545,"about_ca_topic_score_gemma":0.9732248,"domain_scores_codex":[0.9897285,0.002127775,0.0001942375,0.0006652768,0.003196666,0.004087588],"domain_scores_gemma":[0.96393,0.003420579,0.00211001,0.0006672885,0.008533049,0.02133919],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004041055,0.0004256346,0.1763386,0.0007457122,0.00006033316,0.001837394,0.4572043,0.0006953494,0.002325914,0.03783525,0.0717204,0.2504071],"study_design_scores_gemma":[0.00004771707,0.0002024548,0.3886351,0.0006513758,0.00002219958,0.0003363406,0.354283,0.0004997059,0.0007375056,0.00223063,0.2522195,0.0001343478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948976,0.004638349,0.0005122574,0.03909183,0.0004085767,0.0001705992,0.0004696598,0.00007431551,0.0597368],"genre_scores_gemma":[0.9899385,0.001203594,0.0002466174,0.0009349368,0.00002642061,0.00002332135,0.00008410829,0.00001320819,0.007529233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9901608,"threshold_uncertainty_score":0.8100927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265666494274926,"score_gpt":0.5591093421268638,"score_spread":0.2325426926993712,"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."}}