{"id":"W4206468928","doi":"10.3390/fire5010008","title":"Why Do We Still Not Know How to Prevent Firefighter Entrapments?—Thoughts and Observations from a Few Perplexed Fire Practitioners","year":2022,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Agriculture Food and Rural Development","funders":"","keywords":"Entrapment; Flammable liquid; Business; Duty; Courtesy; Order (exchange); Firefighting; Public relations; Operations management; Psychology; Risk analysis (engineering); Political science; Engineering; Law; Geography","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":[0.006229071,0.0003327007,0.0003629409,0.0006529322,0.003257202,0.003020855,0.001265868,0.003648427,0.001018137],"category_scores_gemma":[0.0174171,0.0002974047,0.0003135029,0.0008118957,0.004134995,0.006313838,0.001728145,0.007308425,0.0004180087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001989152,"about_ca_system_score_gemma":0.002696864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009296902,"about_ca_topic_score_gemma":0.01970984,"domain_scores_codex":[0.9979638,0.0009214585,0.0001825852,0.000279881,0.0004570413,0.0001952411],"domain_scores_gemma":[0.9890276,0.00706727,0.0008113602,0.0002364273,0.002128128,0.0007291351],"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":[0.0002421689,0.0003153996,0.027774,0.004992143,0.00008605867,0.005470643,0.309796,0.001178221,0.004587114,0.009656068,0.241964,0.3939382],"study_design_scores_gemma":[0.00001405687,0.0002720097,0.01447524,0.005240038,0.00004854527,0.003981415,0.3449615,0.0004164271,0.001345278,0.00793461,0.6211755,0.0001354208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1364474,0.2200089,0.004573382,0.6170825,0.005457884,0.00008398925,0.0001581098,0.0001208403,0.01606688],"genre_scores_gemma":[0.5334911,0.2404532,0.009325036,0.2014503,0.005310084,0.0000842388,0.00019405,0.0001550701,0.009536805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009296902,"threshold_uncertainty_score":0.03294289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145251025336869,"score_gpt":0.2206941105853822,"score_spread":0.2061690080516953,"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."}}