{"id":"W4320892163","doi":"10.47854/anthropen.v1i1.51404","title":"Catastrophe","year":2023,"lang":"fr","type":"article","venue":"Anthropen","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":[0.0008483544,0.0001585726,0.0002187802,0.0001224692,0.0005421619,0.00003684127,0.0003357078,0.0001454541,0.01958743],"category_scores_gemma":[0.0001064822,0.0001513917,0.0000709927,0.0005923559,0.0002046809,0.0002192168,0.0007980694,0.000346039,0.1945913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006930974,"about_ca_system_score_gemma":0.0001619788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228742,"about_ca_topic_score_gemma":0.0003694181,"domain_scores_codex":[0.9976811,0.0006781335,0.000328267,0.0003025262,0.0002101347,0.0007998782],"domain_scores_gemma":[0.9989619,0.000203991,0.00008580712,0.000531523,0.00004429617,0.0001725097],"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":[0.00004755336,0.00006810917,0.0003127117,0.0002655636,0.00005930392,0.0002255141,0.007329342,0.000007656299,0.00002905825,0.02118711,0.8901977,0.08027039],"study_design_scores_gemma":[0.0004715316,0.0001010972,0.005412973,0.000386619,0.00004759652,0.000001487591,0.02445048,0.0001102592,0.00001520439,0.0007096045,0.9681366,0.0001565608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1009411,0.003399412,0.0007351346,0.1955598,0.01760452,0.002294629,0.0003016318,0.0005175959,0.6786462],"genre_scores_gemma":[0.0652868,0.002912736,0.0001871906,0.003677415,0.0007509852,0.000101211,0.0001175428,0.00005488915,0.9269112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.248265,"threshold_uncertainty_score":0.9813088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298611330219272,"score_gpt":0.4870887893842068,"score_spread":0.3572276563622796,"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."}}