{"id":"W7037035396","doi":"","title":"Disability in Graduate Education: Examining the Role of Resource Management and the Psychosocial Aspects of Student Experiences","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Hyporeflexia; Nucleofection; Demotion; Articular cartilage damage; Gestational period","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":[0.002585869,0.0002023396,0.0003173783,0.0007099072,0.003107003,0.003186013,0.000506961,0.0006834858,0.001940477],"category_scores_gemma":[0.005529726,0.0001644449,0.0002552879,0.0007862696,0.003184475,0.001602743,0.004367298,0.001641141,0.0001480667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902706,"about_ca_system_score_gemma":0.005854224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027785,"about_ca_topic_score_gemma":0.03276305,"domain_scores_codex":[0.9985682,0.0006521269,0.00004342331,0.00005900677,0.0001913541,0.0004858825],"domain_scores_gemma":[0.996702,0.000756242,0.0004033123,0.00006877594,0.0002795508,0.001790176],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000049078,0.000769144,0.2505228,0.000225814,0.00001815447,0.0008787659,0.6988077,0.00007062376,0.0006591188,0.001740775,0.002987162,0.04327088],"study_design_scores_gemma":[0.000004716099,0.0002132861,0.1691454,0.0001237268,0.000004440466,0.0002798917,0.8233153,0.0000423557,0.00007157044,0.0002854854,0.006503936,0.000009822393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956164,0.0003796795,0.00004357023,0.001492778,0.00001712671,0.00001432858,0.00001618015,0.000001827839,0.002418072],"genre_scores_gemma":[0.9982523,0.0005191986,0.00006219118,0.0002330054,0.00001247659,0.00001834868,0.00002167602,0.000001218133,0.0008795332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980973,"threshold_uncertainty_score":0.02043605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0633970086887102,"score_gpt":0.3887499950666357,"score_spread":0.3253529863779254,"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."}}