{"id":"W4409402439","doi":"10.18740/ss27372","title":"From Crisis to Catastrophe","year":2025,"lang":"en","type":"article","venue":"Socialist studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299436,0.0006687788,0.0005230782,0.001687223,0.001752066,0.003886894,0.001173098,0.004518031,0.02432433],"category_scores_gemma":[0.005314017,0.000316679,0.0004261599,0.001603152,0.004286591,0.005885012,0.002875183,0.008799635,0.004288442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167351,"about_ca_system_score_gemma":0.001774702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003917595,"about_ca_topic_score_gemma":0.009225897,"domain_scores_codex":[0.9993944,0.0002553175,0.00003883272,0.00009707101,0.0001559659,0.00005834865],"domain_scores_gemma":[0.9952042,0.002908511,0.0002357618,0.0001422117,0.0009356324,0.0005737215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001682916,0.0000169282,0.0002471577,0.0003466636,0.000004878922,0.00008729599,0.0006146766,0.0000669146,0.00007279879,0.0380213,0.9288217,0.03168279],"study_design_scores_gemma":[0.000003171313,0.00001362804,0.0009485904,0.0008472548,0.000002909794,0.0001821512,0.001054782,0.00005806549,0.00002919931,0.01958744,0.9772634,0.000009447163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005721145,0.2862858,0.001019611,0.5506537,0.1281192,0.00002000629,0.0002321798,0.00005203886,0.03304533],"genre_scores_gemma":[0.02894513,0.3116201,0.001366298,0.2632896,0.3175031,0.00009178252,0.0004786024,0.0001338762,0.07657164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02432433,"threshold_uncertainty_score":0.08137298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860072290016854,"score_gpt":0.4316632618889911,"score_spread":0.3930625389888226,"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."}}