{"id":"W3210835189","doi":"10.25416/ntr.16895230.v1","title":"Working together: Exploring collaborative opportunities to ‘SoTL’","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Presentation (obstetrics); Medical education; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02448528,0.000790088,0.0005162285,0.00223203,0.03083968,0.02403171,0.003291416,0.006063577,0.03363341],"category_scores_gemma":[0.02925927,0.0005680228,0.001347346,0.002289908,0.02929128,0.02502764,0.04300031,0.007255568,0.005692956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006674907,"about_ca_system_score_gemma":0.01035937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430877,"about_ca_topic_score_gemma":0.008695229,"domain_scores_codex":[0.9557661,0.03681672,0.0005591191,0.001322269,0.002037067,0.00349875],"domain_scores_gemma":[0.9701323,0.01423964,0.001707296,0.001738114,0.001438325,0.01074428],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006528001,0.0001254605,0.001195991,0.0004495364,0.00002790579,0.001046453,0.7710359,0.0002357154,0.0004010621,0.1340164,0.05088213,0.04051819],"study_design_scores_gemma":[0.00001637172,0.00005440372,0.0005455957,0.0003757884,0.000007581617,0.0001998444,0.5039191,0.0001744489,0.0001323637,0.03685911,0.4576904,0.00002501703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1796721,0.007408472,0.04856507,0.2135944,0.004359829,0.0006769396,0.0002400345,0.0005153656,0.5449678],"genre_scores_gemma":[0.911066,0.005278656,0.01505655,0.01083493,0.000529947,0.000636213,0.0002464906,0.000366769,0.05598461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9755147,"threshold_uncertainty_score":0.129492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6472648341970326,"score_gpt":0.4572331693405907,"score_spread":0.190031664856442,"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."}}