{"id":"W2079562277","doi":"10.1093/envhis/emq069","title":"<i>Natural Disasters, Cultural Responses: Case Studies toward a Global Environmental History</i>. Edited by Christof Mauch and Christian Pfister. Lanham, Boulder, New York, Toronto, and Plymouth, UK: Lexington Books, 2009. xi + 382 pp. Illustrations.","year":2010,"lang":"en","type":"article","venue":"Environmental History","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Download; Media studies; Environmental ethics; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003127639,0.0005160575,0.0005089777,0.00003339666,0.0009261545,0.00005150833,0.0002252528,0.0002595975,0.0006740742],"category_scores_gemma":[0.00005026894,0.0005085319,0.0001188146,0.0000335653,0.004270404,0.0004980838,0.0001918723,0.0004192162,0.00003732372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004479075,"about_ca_system_score_gemma":0.0001236542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152434,"about_ca_topic_score_gemma":0.008116641,"domain_scores_codex":[0.9972985,0.0002419907,0.0004477315,0.0007879484,0.0005869842,0.0006368608],"domain_scores_gemma":[0.9988431,0.00007913306,0.0002451408,0.0003152447,0.000006935238,0.0005104527],"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":[0.0003325115,0.0002194382,0.004334958,0.00003245209,0.0002067817,0.0003209963,0.3094477,2.432095e-7,0.008308214,0.0002724396,0.6717674,0.00475692],"study_design_scores_gemma":[0.0009271904,0.0001211662,0.001593249,0.00001844985,0.0001137623,0.0002710234,0.2624486,0.000005253326,0.00001993831,0.00001947587,0.7338896,0.0005722141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7094378,0.2721555,0.00001769058,0.0006419935,0.003351277,0.0006777614,0.000921428,0.0001302982,0.01266617],"genre_scores_gemma":[0.9538489,0.002327106,0.0002889863,0.0003060527,0.0005437539,0.00003539036,0.0001079767,0.00003165614,0.04251019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2698284,"threshold_uncertainty_score":0.9997366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573026598398882,"score_gpt":0.2628257394331657,"score_spread":0.2370954734491769,"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."}}