{"id":"W4392693961","doi":"10.21203/rs.3.rs-3740740/v1","title":"Cultivating a Continuous “I Don’t Know”: Four Supervisory Mentoring Practices that Support Online Doctoral Students’ Academic Writing","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Medical education; Pedagogy; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01016143,0.00061043,0.0008943873,0.0009185953,0.002341472,0.0004111755,0.001659614,0.0014016,0.002691105],"category_scores_gemma":[0.004791244,0.0005681379,0.0003382654,0.0007002645,0.0001990877,0.000410054,0.00826099,0.01962826,0.0009823167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090292,"about_ca_system_score_gemma":0.003783385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425695,"about_ca_topic_score_gemma":0.001269358,"domain_scores_codex":[0.9879034,0.003364599,0.001572073,0.001537393,0.003175267,0.00244727],"domain_scores_gemma":[0.9920094,0.003383929,0.001011394,0.001110688,0.001721472,0.000763092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737857,0.001299806,0.7316399,0.02659119,0.0007912068,0.0002543564,0.09837699,0.00006943347,0.0005560464,0.00430528,0.1211129,0.01482909],"study_design_scores_gemma":[0.001215323,0.0003044802,0.06809443,0.0232031,0.0001729967,0.00001261524,0.4459468,0.0005928814,0.00002359106,0.003151746,0.4561579,0.001124118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478865,0.01182765,0.00001286448,0.02020348,0.004684172,0.004069744,0.0006730124,0.0005946149,0.01004802],"genre_scores_gemma":[0.9314139,0.00918515,0.000644438,0.0002495655,0.007053193,0.002173248,0.0008742306,0.0002143027,0.0481919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6635454,"threshold_uncertainty_score":0.9998948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6655547493633388,"score_gpt":0.6586807919415192,"score_spread":0.006873957421819621,"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."}}