{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256916,0.0005608973,0.0004441341,0.0009688631,0.001541194,0.002549419,0.0006304267,0.002202944,0.1297424],"category_scores_gemma":[0.009150454,0.0002600166,0.0002801111,0.0003626414,0.0005288371,0.00137533,0.001514728,0.004702046,0.0672723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209643,"about_ca_system_score_gemma":0.002921304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596562,"about_ca_topic_score_gemma":0.003892489,"domain_scores_codex":[0.99886,0.0002025364,0.00005253611,0.0002371286,0.0005146765,0.0001331782],"domain_scores_gemma":[0.9939415,0.0005688816,0.000268377,0.0001349533,0.002888939,0.002197311],"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":[0.00002332965,0.00001961318,0.0005019708,0.00006199616,0.000003057972,0.0002971437,0.0001028128,0.00003520364,0.000178836,0.001167773,0.9453782,0.05223009],"study_design_scores_gemma":[0.00000643048,0.00003270314,0.0006240558,0.0001383325,0.000003884618,0.002931312,0.0003832074,0.00008245942,0.0002095482,0.0005208068,0.9950501,0.00001698503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004592246,0.03675969,0.004208895,0.6337237,0.08387887,0.0001653778,0.0006490708,0.001629168,0.234393],"genre_scores_gemma":[0.04572003,0.03889597,0.002816978,0.169336,0.02316934,0.0001420142,0.000457608,0.0005345945,0.7189274],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1297424,"threshold_uncertainty_score":0.4340317,"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."}}