{"id":"W4248005793","doi":"10.12927/hcq.2003.20503","title":"Quarterly Change","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Best practice; Business; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008930039,0.0002499182,0.0003379141,0.0001965421,0.0006554697,0.00002108053,0.000206144,0.0002009797,0.001033599],"category_scores_gemma":[0.00002253835,0.0002310833,0.00009910629,0.0002874204,0.00003613667,0.0002683627,0.00001014983,0.0005002525,0.004818446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616714,"about_ca_system_score_gemma":0.0002756428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167348,"about_ca_topic_score_gemma":0.001597133,"domain_scores_codex":[0.9959742,0.001541723,0.0006418926,0.0004537446,0.0003351202,0.001053307],"domain_scores_gemma":[0.9984006,0.0001683094,0.0001951133,0.0007107084,0.0001407461,0.0003845141],"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":[0.0001997007,0.0002297638,0.006540687,0.001225733,0.00005878286,0.0001012408,0.2332879,3.643958e-8,0.00005668787,0.385016,0.04002062,0.3332629],"study_design_scores_gemma":[0.001139648,0.002047566,0.009293979,0.000219181,0.00001807124,0.000006048684,0.09031973,0.000005490924,0.000002198298,0.006469863,0.8901434,0.0003348529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5639187,0.00263819,0.003757921,0.04376646,0.01050726,0.009379561,0.0001120363,0.00158085,0.3643391],"genre_scores_gemma":[0.9743662,0.00002213373,0.0003415769,0.0130024,0.0005035988,0.001178805,0.00002206203,0.00005693571,0.01050621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8501227,"threshold_uncertainty_score":0.9998796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133453833409363,"score_gpt":0.4261687099388509,"score_spread":0.3128233265979146,"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."}}