{"id":"W4402282092","doi":"10.1007/978-3-031-57553-2_4","title":"Finanzielle Risiken durch Wohnhochwasser: Einbeziehung der Haushaltswahrnehmungen zum besseren Verständnis des Verhaltens","year":2024,"lang":"de","type":"book-chapter","venue":"","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Political science; Gynecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005804183,0.0004030202,0.0002507465,0.0004346516,0.0003677201,0.001496594,0.0005120907,0.0009062993,0.01084122],"category_scores_gemma":[0.001076772,0.0001717116,0.0002296612,0.0006048426,0.0009732521,0.0009791865,0.0008119561,0.001055632,0.001550579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008188717,"about_ca_system_score_gemma":0.001525101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111907,"about_ca_topic_score_gemma":0.009904702,"domain_scores_codex":[0.9997585,0.00006827663,0.000008591534,0.00002443703,0.0001043148,0.00003588297],"domain_scores_gemma":[0.9997019,0.0001972272,0.00003587498,0.00001245951,0.00003395545,0.00001848761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009712315,0.0001521684,0.003182897,0.000640949,0.00003768688,0.0005169237,0.001967532,0.002856895,0.003876512,0.2194629,0.09068113,0.6765273],"study_design_scores_gemma":[0.00001550642,0.0002757532,0.01744548,0.001199965,0.00005554531,0.001425441,0.003975994,0.001412779,0.00445224,0.2096266,0.7600723,0.00004233538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04114607,0.2910163,0.02603488,0.02898129,0.002391244,0.00009211035,0.0004764,0.0001789148,0.6096827],"genre_scores_gemma":[0.3155419,0.2964865,0.01205483,0.003863772,0.001205856,0.0001563547,0.0003155047,0.00008911856,0.3702862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01084122,"threshold_uncertainty_score":0.03626752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863301249960995,"score_gpt":0.2366259529686962,"score_spread":0.2179929404690863,"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."}}