{"id":"W4211086773","doi":"10.5840/raven20111838","title":"Hamilton, Ontario","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004179765,0.001368288,0.0006637897,0.001768024,0.006749215,0.004089206,0.001316624,0.001547263,0.7174883],"category_scores_gemma":[0.00203221,0.0008389126,0.0006201492,0.003140785,0.001355578,0.00136841,0.001910762,0.001166372,0.2869118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008958899,"about_ca_system_score_gemma":0.01599231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6330284,"about_ca_topic_score_gemma":0.9079611,"domain_scores_codex":[0.9991074,0.00008238622,0.00004204663,0.0002263959,0.0003383127,0.0002033546],"domain_scores_gemma":[0.9984791,0.0001844818,0.00008735222,0.0001415591,0.0007884796,0.0003191289],"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":[0.0002645164,0.00007525632,0.003886341,0.0006823307,0.00003737315,0.001038679,0.0009253221,0.0005821211,0.001506263,0.02019075,0.6548156,0.3159954],"study_design_scores_gemma":[0.00002005667,0.00002116436,0.004434471,0.0001488099,0.00001211225,0.000159378,0.000507147,0.0001096449,0.0002342385,0.0009633638,0.9933744,0.00001509577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005608367,0.006832488,0.0009517431,0.002463923,0.000804393,0.0001691092,0.006688607,0.0004746215,0.9760067],"genre_scores_gemma":[0.004732725,0.001235748,0.0005226904,0.0002268732,0.00002956134,0.00002639745,0.0007310884,0.0001427818,0.9923521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7174883,"threshold_uncertainty_score":0.7382655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06851659831688957,"score_gpt":0.2871017040772305,"score_spread":0.2185851057603409,"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."}}