{"id":"W4386693288","doi":"10.5040/9781350386006.ch-009","title":"Inconvenient Narratives","year":2023,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Geology; History; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.002187617,0.0009455056,0.0004933319,0.001966058,0.009016512,0.01685007,0.001954236,0.00267613,0.04676665],"category_scores_gemma":[0.007918472,0.0003344676,0.0003955459,0.003136161,0.01300994,0.0111094,0.008459043,0.004733969,0.009234687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299134,"about_ca_system_score_gemma":0.003463945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004145432,"about_ca_topic_score_gemma":0.006582041,"domain_scores_codex":[0.9969151,0.001447746,0.0001304818,0.0004166128,0.0006730687,0.0004168881],"domain_scores_gemma":[0.9980443,0.0009032227,0.00015062,0.0003540088,0.000314922,0.0002329666],"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":[0.00002274374,0.00001384246,0.0001861402,0.0001225414,0.000003651493,0.0003000377,0.05085075,0.00003723426,0.00009139439,0.846756,0.07856675,0.02304904],"study_design_scores_gemma":[0.000002262244,0.000002742249,0.00008052131,0.0002770547,0.000001596869,0.0001109524,0.01775171,0.00002731773,0.00005528452,0.0237622,0.9579249,0.000003464412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007509733,0.01058954,0.002774288,0.02590688,0.0038095,0.00006828253,0.0003300783,0.0000863125,0.9489254],"genre_scores_gemma":[0.3073414,0.01476605,0.003319538,0.01340543,0.002122354,0.0002994394,0.0008862131,0.0005539065,0.6573056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04676665,"threshold_uncertainty_score":0.15645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020591385846884,"score_gpt":0.3222817302198207,"score_spread":0.3016903443729366,"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."}}