{"id":"W4205375397","doi":"10.3138/utq.91.1.03","title":"Tailor Made, Skylarking, and Making in the Humanities","year":2021,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Empathy and Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Storytelling; Institution; Context (archaeology); Event (particle physics); Narrative; Socialization; Humanities; Sociology; Punishment (psychology); Order (exchange); Reflection (computer programming); Creativity; Perspective (graphical); Aesthetics; Media studies; Psychology; Visual arts; Social psychology; History; Art; Social science; Literature; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009851877,0.00003781135,0.00008915518,0.00001258311,0.00006057142,0.000007415695,0.0000461522,0.00003451872,0.0004181391],"category_scores_gemma":[0.00001560506,0.00003410904,0.00002557185,0.00001967021,0.00008323498,0.00009390674,0.000006646098,0.00006456276,0.000001961414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004850105,"about_ca_system_score_gemma":0.00007435374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303164,"about_ca_topic_score_gemma":0.009591974,"domain_scores_codex":[0.99965,0.00003987859,0.00005372184,0.00008231939,0.000101342,0.00007276427],"domain_scores_gemma":[0.9997802,0.00003579102,0.00002708526,0.0001015067,0.00003687944,0.00001854759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009320314,0.000265079,0.004617097,0.0001655359,0.0000324432,0.0002335478,0.9317861,7.684013e-8,0.0006810121,0.004435386,0.002223616,0.05546694],"study_design_scores_gemma":[0.0007747713,0.000338841,0.1962776,0.0001522029,0.00005423087,0.00004031962,0.7494212,0.00002105227,0.00003324942,0.0001394504,0.05269286,0.00005419101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707033,0.001244801,0.00005500072,0.001060019,0.00006704873,0.00007174739,0.000001626581,0.000007595622,0.02678883],"genre_scores_gemma":[0.9966952,0.00005465132,0.0003183007,0.0003692453,0.00003983618,1.02516e-7,0.000005954717,0.00000188179,0.002514799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916606,"threshold_uncertainty_score":0.5352547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818496858621537,"score_gpt":0.2472597969017929,"score_spread":0.2290748283155775,"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."}}