{"id":"W2898236862","doi":"10.1001/jama.2018.7413","title":"The Ship of Theseus","year":2018,"lang":"en","type":"article","venue":"JAMA","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Aeronautics; Medical education","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":[0.0008850179,0.00001524993,0.00001994351,0.000006661205,0.000326706,0.00004749531,0.0001570981,0.00002389919,0.0002713418],"category_scores_gemma":[0.001307043,0.000009641577,0.00001352163,0.00008450046,0.0003639923,0.0001203643,0.000005840275,0.0000397613,0.0001298286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007277492,"about_ca_system_score_gemma":0.0001133465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008103853,"about_ca_topic_score_gemma":0.00178719,"domain_scores_codex":[0.9995726,0.0001321667,0.00004421237,0.00003459179,0.0001399168,0.00007655203],"domain_scores_gemma":[0.9987314,0.001042175,0.00004308121,0.00006736827,0.0000951235,0.00002089749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002122808,0.0000206504,0.008152511,0.000002116792,0.000009817961,1.071121e-7,0.06921083,3.54324e-8,0.00004992273,0.830218,0.01754234,0.07477249],"study_design_scores_gemma":[0.00002459537,0.00001290139,0.01596488,0.000002651064,0.000002235324,7.879017e-8,0.02692514,5.962743e-7,0.0002143391,0.0139518,0.9428846,0.00001618868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1269037,0.000174394,0.000003242527,0.1213122,0.0003954719,0.00003523668,5.976952e-7,0.00000838814,0.7511668],"genre_scores_gemma":[0.9895329,0.00003646182,0.00006702989,0.0004313292,0.001095633,0.000001745614,1.572101e-7,0.000001252986,0.008833508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9253423,"threshold_uncertainty_score":0.2971002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001913978245135,"score_gpt":0.4003836389638386,"score_spread":0.3001922411393251,"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."}}