{"id":"W7098948887","doi":"","title":"Spatial Decision Support for Urban Search and Rescue and Disaster Management","year":2015,"lang":"en","type":"article","venue":"","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Set (abstract data type); Accountability; Search and rescue; Decision support system; Emergency management; Geographic information system; Spatial analysis; Spatial decision support system","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":[0.001583316,0.0005058788,0.000314429,0.0008949016,0.0007934679,0.002941793,0.00105461,0.0009155859,0.01309321],"category_scores_gemma":[0.004580647,0.0002078042,0.0003287529,0.001034377,0.0005863262,0.002047107,0.00163456,0.0007395743,0.003110321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009727371,"about_ca_system_score_gemma":0.001483099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395924,"about_ca_topic_score_gemma":0.0138786,"domain_scores_codex":[0.999136,0.0003541177,0.00009095318,0.0001250433,0.0002367347,0.00005701445],"domain_scores_gemma":[0.9977285,0.001255909,0.0001441428,0.0002506342,0.0004487475,0.0001719792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004791374,0.0003069633,0.004094456,0.0006444934,0.00008001136,0.0004934358,0.002454627,0.04665713,0.01432348,0.07077377,0.06174911,0.7979435],"study_design_scores_gemma":[0.0001710572,0.0002599313,0.005086548,0.0005485258,0.00008369097,0.0004441959,0.002595615,0.4351673,0.01405273,0.1106565,0.4308081,0.0001259234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06798986,0.001916428,0.8298941,0.006982935,0.0003090151,0.0005698666,0.003900593,0.0265389,0.06189827],"genre_scores_gemma":[0.4367017,0.001314968,0.54348,0.0005266977,0.0001378145,0.000288907,0.002687508,0.0005074111,0.0143551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01395924,"threshold_uncertainty_score":0.04380113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464733470726228,"score_gpt":0.2665506875431608,"score_spread":0.220077340470538,"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."}}