{"id":"W7056176455","doi":"","title":"Emergency preparedness & incident command systems in residential life at University of California at Los Angeles","year":2012,"lang":"en","type":"dissertation","venue":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Emergency management; Service (business); Event (particle physics); Emergency response; Quarter (Canadian coin); Natural disaster; Incident management","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":[0.00120161,0.0002114474,0.0001461913,0.0003358672,0.001929614,0.002878332,0.0005387348,0.0006337216,0.06284723],"category_scores_gemma":[0.002172501,0.0003383342,0.0001307184,0.0004023435,0.0009308911,0.002201071,0.001581523,0.001414019,0.008709873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838714,"about_ca_system_score_gemma":0.003597706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0273376,"about_ca_topic_score_gemma":0.04633806,"domain_scores_codex":[0.9992732,0.0002791913,0.00003379238,0.00007414461,0.0002201994,0.0001192886],"domain_scores_gemma":[0.9982742,0.0003618874,0.0001194819,0.00007990756,0.0004840282,0.0006805868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009307176,0.0004210358,0.01403793,0.0002970586,0.00001004956,0.0005692106,0.003921411,0.0006983508,0.0008172709,0.006414178,0.6631639,0.3095566],"study_design_scores_gemma":[0.0000299123,0.0001628398,0.01762419,0.0004399187,0.000009910015,0.0002850643,0.006405497,0.001451695,0.0006944152,0.001153395,0.9717094,0.00003364901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08821217,0.02614759,0.01121212,0.09773176,0.003211957,0.0004233206,0.001168429,0.006127723,0.765765],"genre_scores_gemma":[0.341293,0.02603269,0.02383177,0.005645197,0.0009768929,0.0003296584,0.001258227,0.0005889373,0.6000437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06284723,"threshold_uncertainty_score":0.2102449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216899991609044,"score_gpt":0.2485091374024884,"score_spread":0.226819138241584,"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."}}