{"id":"W4253801790","doi":"10.18833/curq/36/3/4","title":"Mucking About in the Mess: Research-based Education at Quest University Canada","year":2016,"lang":"en","type":"article","venue":"Council on Undergraduate Research Quarterly","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Political science; Sociology; Media studies","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":[0.006127408,0.0003998652,0.0003275906,0.001980708,0.02877985,0.00924429,0.00290562,0.00265153,0.02732852],"category_scores_gemma":[0.007617312,0.0008144489,0.0003668581,0.002961436,0.0107113,0.00252295,0.00666363,0.003733651,0.003426066],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09744906,"about_ca_system_score_gemma":0.3948579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9504243,"about_ca_topic_score_gemma":0.9904084,"domain_scores_codex":[0.9928132,0.001668145,0.0001394184,0.0006637062,0.002398358,0.002317187],"domain_scores_gemma":[0.968599,0.001780452,0.000389977,0.0005858559,0.005433374,0.0232114],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002081323,0.0009897025,0.02124961,0.0003133753,0.00002968742,0.002511562,0.1002303,0.001005998,0.004027829,0.07196474,0.6009163,0.1965529],"study_design_scores_gemma":[0.00003142053,0.00009002198,0.008318851,0.0001168762,0.000007127796,0.0001723883,0.03601547,0.0004590521,0.0006032362,0.00357636,0.9505308,0.00007850681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1861391,0.0057097,0.01110668,0.2372817,0.001766396,0.001403879,0.001577948,0.001968593,0.553046],"genre_scores_gemma":[0.396835,0.003558911,0.02430766,0.02786289,0.0002214151,0.0005586323,0.0007993472,0.0008474657,0.5450088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9938726,"threshold_uncertainty_score":0.7070458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3646979964187809,"score_gpt":0.4900638637907863,"score_spread":0.1253658673720054,"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."}}