{"id":"W4239889489","doi":"10.1007/s10459-012-9348-1","title":"Oops!!!","year":2012,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Medical education; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.000932873,0.00005594212,0.000062524,0.0002096079,0.0002388417,0.00006023105,0.0001300814,0.00001648751,0.0001401082],"category_scores_gemma":[0.000263121,0.00005119582,0.000008881183,0.001054295,0.0000744695,0.002961048,0.00001608196,0.00007144109,0.0002706817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004972035,"about_ca_system_score_gemma":0.0001486593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094581,"about_ca_topic_score_gemma":0.00005295395,"domain_scores_codex":[0.9992263,0.00001437947,0.000166976,0.0001317874,0.0001746439,0.0002859058],"domain_scores_gemma":[0.9996893,0.0000480739,0.0001440986,0.000062412,0.00004026283,0.00001588995],"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":[0.00000129747,0.00008147347,0.8089463,0.0001289238,1.980598e-7,1.361394e-8,0.000240897,0.00039648,0.00000203779,0.1519236,0.0009898827,0.0372889],"study_design_scores_gemma":[0.00006559708,0.000008944598,0.2332254,0.00008733534,0.000001098784,0.000001193596,0.002725972,0.0003936079,0.000004413419,0.005976323,0.7573896,0.0001204381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5478691,0.06821039,0.001719828,0.07756536,0.01928819,0.001013473,8.287846e-7,0.0004314496,0.2839014],"genre_scores_gemma":[0.9898838,0.0001128668,0.001091113,0.006900276,0.001754767,0.00001096045,0.00000710208,0.000005234209,0.0002338612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7563998,"threshold_uncertainty_score":0.3479155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892005251994139,"score_gpt":0.3389185567013864,"score_spread":0.309998504181445,"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."}}