{"id":"W3003895262","doi":"10.3390/su12031081","title":"Sustainable Emergency Management Based on Intelligent Information Processing","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Complement (music); Computer science; Rank (graph theory); Sustainable development; Information processing; Emergency management; Knowledge management; Risk analysis (engineering); Data science; Process management; Engineering management; Engineering; Business; Political science","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":[0.002166555,0.0008697896,0.000696771,0.004424413,0.001080173,0.006679053,0.001397324,0.002233361,0.003884491],"category_scores_gemma":[0.005810669,0.0003361278,0.001085849,0.00269213,0.001660838,0.008269099,0.003066239,0.001880459,0.001348682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224241,"about_ca_system_score_gemma":0.001845735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113375,"about_ca_topic_score_gemma":0.001362332,"domain_scores_codex":[0.9981427,0.0005593388,0.0002370045,0.0002177534,0.0006861648,0.0001569538],"domain_scores_gemma":[0.9962158,0.002128942,0.0003445948,0.0003037436,0.0008473891,0.0001595626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007780056,0.0001446539,0.004127074,0.002817638,0.0001861512,0.000561355,0.001727109,0.01478532,0.004280774,0.1888786,0.05588902,0.7265247],"study_design_scores_gemma":[0.00002193632,0.000149832,0.003253687,0.002768482,0.0002807126,0.0008885618,0.002894514,0.05461055,0.00751651,0.2783255,0.6490847,0.0002048857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01800316,0.08431964,0.694793,0.03904041,0.01108838,0.0005445958,0.0006243905,0.002602426,0.148984],"genre_scores_gemma":[0.3127753,0.1376714,0.5010123,0.005716113,0.009895983,0.0004645434,0.001646387,0.0004694334,0.03034858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006679053,"threshold_uncertainty_score":0.01299495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970408649653581,"score_gpt":0.444468929641576,"score_spread":0.3947648431450402,"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."}}