{"id":"W2335108045","doi":"10.5055/jem.2011.0071","title":"Warning response on a university campus: Anticipating message confirmation behavior among undergraduate students","year":2011,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001899163,0.0001131394,0.0001475082,0.0003228899,0.0004336666,0.00003969578,0.0006173881,0.00003661724,0.0004826125],"category_scores_gemma":[0.00006680789,0.0001064207,0.0001184295,0.0003684566,0.00008109474,0.0005290633,0.0001327113,0.0001345836,0.00003173241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227453,"about_ca_system_score_gemma":0.00002131957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810493,"about_ca_topic_score_gemma":0.0001456867,"domain_scores_codex":[0.9978485,0.0005020979,0.0003929435,0.0001484913,0.0008420191,0.0002660175],"domain_scores_gemma":[0.9990392,0.00003001188,0.0005595723,0.00014055,0.0001151202,0.0001155946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575309,0.002081189,0.8288079,0.0001275089,0.0007178748,0.001550536,0.09211721,0.0003178999,0.0001741208,0.03972024,0.009048533,0.02376169],"study_design_scores_gemma":[0.0007548349,0.0003102241,0.9189548,0.0001823983,0.0003292605,4.337731e-7,0.05966202,0.00003952225,0.0000238987,0.0004649864,0.01904635,0.0002313115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311633,0.00001393534,0.00091984,0.0001919438,0.001000226,0.0002861038,4.970166e-7,0.00002169996,0.06640246],"genre_scores_gemma":[0.9853545,0.0003808769,0.0002959362,0.00002041871,0.00005135678,0.000001847598,3.955382e-7,0.000007615981,0.01388709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09014688,"threshold_uncertainty_score":0.5284269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055532835415517,"score_gpt":0.3365528807820313,"score_spread":0.2859975524278761,"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."}}