{"id":"W4320071576","doi":"10.1332/policypress/9781529222432.003.0005","title":"Bombs, Bridges And Gold","year":2022,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nothing; Meaning (existential); Communication source; Sentence; Clan; Context (archaeology); Psychology; History; Law; Political science; Engineering; Computer science; Philosophy","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":[0.0005468013,0.0006841659,0.0003885564,0.0007403871,0.009669632,0.006581196,0.0005972258,0.002662013,0.1861219],"category_scores_gemma":[0.00154179,0.0003697017,0.0002597487,0.0008133445,0.00360017,0.004288937,0.004679061,0.003438164,0.04099007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005007796,"about_ca_system_score_gemma":0.003559479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07161457,"about_ca_topic_score_gemma":0.2307401,"domain_scores_codex":[0.9992905,0.0001378901,0.00002143244,0.0001341897,0.0001867773,0.0002292535],"domain_scores_gemma":[0.9995524,0.00004310031,0.00002236667,0.0000507273,0.00009671698,0.0002345949],"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":[0.00002342853,0.00002003062,0.0006034474,0.0000865972,0.000004911758,0.0002613209,0.009388637,0.00002113771,0.0001413003,0.07604311,0.8787985,0.03460759],"study_design_scores_gemma":[8.422984e-7,0.000002478625,0.0003246955,0.00003860371,5.184145e-7,0.00004303271,0.002350139,0.000002455265,0.0000145297,0.0005495546,0.9966713,0.000001944015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005475398,0.0123541,0.000170933,0.04513592,0.00800261,0.00002935327,0.0002692643,0.0001210497,0.9284413],"genre_scores_gemma":[0.01987018,0.002355278,0.0001149149,0.006244577,0.0003585155,0.000009377412,0.0001007183,0.00008962691,0.9708567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1861219,"threshold_uncertainty_score":0.6226398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968645833454709,"score_gpt":0.310285566841019,"score_spread":0.2605991085064719,"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."}}