{"id":"W7008091862","doi":"","title":"Assessing Local Differences in Chemical Disaster Proneness: The Community Chemical Hazard Vulnerability Inventory","year":2005,"lang":"en","type":"other","venue":"UDSpace Institutional Repository (University of Delaware)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ohio State University; National Science Foundation","keywords":"Hazard; Vulnerability (computing); Environmental hazard; Salient; Hazard analysis; Risk assessment; Emergency response; Physical hazard","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":[0.0006360994,0.0002336619,0.0001742884,0.003817086,0.0004679033,0.0007578972,0.000422723,0.0001786666,0.006324285],"category_scores_gemma":[0.00296765,0.000164925,0.0001560234,0.004225588,0.0001682833,0.0005901997,0.001146006,0.0003083195,0.001210324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007692189,"about_ca_system_score_gemma":0.001150184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07318315,"about_ca_topic_score_gemma":0.1534268,"domain_scores_codex":[0.9997554,0.0000503444,0.0000192716,0.00003201211,0.0001024658,0.00004039754],"domain_scores_gemma":[0.9982698,0.0002729905,0.0003235464,0.0001547989,0.0006071033,0.0003716343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109937,0.0001561696,0.9171395,0.00005642695,0.0000901953,0.0001490241,0.001369467,0.001148164,0.000383112,0.0005947,0.01855253,0.0602507],"study_design_scores_gemma":[0.00001170749,0.00004887671,0.9875479,0.0000244403,0.00003039888,0.00007214987,0.003672258,0.001084705,0.0002264101,0.0003583183,0.006903159,0.00001967449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523166,0.0001167254,0.001012881,0.000309887,0.000007897906,0.0002180032,0.03178728,0.0001033065,0.01412732],"genre_scores_gemma":[0.9632573,0.0002529185,0.003969538,0.00003977568,0.00001092768,0.0003058251,0.02617571,0.0000389422,0.005949214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07318315,"threshold_uncertainty_score":0.1455144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204981060009648,"score_gpt":0.251911896617053,"score_spread":0.2198620860169566,"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."}}