{"id":"W3119446424","doi":"10.15173/m.v1i38.2635","title":"Dr. Sheila Singh","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychoanalysis; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004544029,0.0000666026,0.00009762335,0.0000276652,0.0004023515,0.00001205108,0.0001749716,0.00003503425,0.002476477],"category_scores_gemma":[0.0001565887,0.00004237006,0.00003980391,0.0001704126,0.00003558062,0.00002885407,0.0001902413,0.000198651,0.003014072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005299713,"about_ca_system_score_gemma":0.0004215285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003081697,"about_ca_topic_score_gemma":0.000045359,"domain_scores_codex":[0.9989153,0.0004159988,0.0001647965,0.0001311004,0.0001076137,0.0002652238],"domain_scores_gemma":[0.9991501,0.000239473,0.00004116851,0.0004687571,0.00004348256,0.00005700243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004449821,0.0001293636,0.001305259,0.00009923801,0.00006938422,0.00001480329,0.02356851,3.985679e-7,0.001491815,0.06368013,0.9041209,0.005475672],"study_design_scores_gemma":[0.0001729484,0.000005432401,0.004447043,0.00005973318,0.00002600478,8.315997e-7,0.03300213,0.000002084853,0.0002492511,0.002744504,0.9592401,0.0000499369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5795709,0.0006693198,0.0001514336,0.05583461,0.002878169,0.0003204008,0.000002082053,0.00006571431,0.3605074],"genre_scores_gemma":[0.4949595,0.00004072551,0.0001138771,0.02277317,0.0004110719,0.0001623767,0.000006185338,0.00002187066,0.4815113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1210039,"threshold_uncertainty_score":0.9984354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518368076078679,"score_gpt":0.448441769656142,"score_spread":0.3632580888953552,"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."}}