{"id":"W1990798881","doi":"10.1139/x04-091","title":"Evaluating fire shelter performance in experimental crown fires","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Survivability; Firefighting; Personal protective equipment; Crown (dentistry); Vegetation (pathology); Clothing; Forensic engineering; Engineering; Geography; Coronavirus disease 2019 (COVID-19); Materials science; Archaeology; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006284848,0.0007714197,0.0005724863,0.0003830429,0.0007361153,0.0004900126,0.0007222216,0.0005300402,0.001255181],"category_scores_gemma":[0.001038544,0.0003300567,0.0005078175,0.0002322008,0.0006083585,0.0004112896,0.0005448161,0.0009935389,0.0002438668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007983103,"about_ca_system_score_gemma":0.0006922854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007470812,"about_ca_topic_score_gemma":0.01733643,"domain_scores_codex":[0.9994953,0.00007634194,0.00004774283,0.0001339387,0.0001270197,0.0001195844],"domain_scores_gemma":[0.9985908,0.000334144,0.0002616451,0.0002121916,0.0003073061,0.0002938432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009863492,0.01096247,0.03173882,0.0002609511,0.0001514632,0.0002031622,0.001326262,0.002547824,0.927781,0.0001434105,0.0001608909,0.01486026],"study_design_scores_gemma":[0.000401551,0.0956497,0.2191413,0.00005954531,0.0003297268,0.0002730678,0.001519176,0.004888906,0.6752056,0.0003503583,0.002084934,0.00009621861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991016,0.00003435663,0.0004073722,0.000004883059,0.00000622848,0.00007273167,0.0001044631,0.000008464684,0.0002599891],"genre_scores_gemma":[0.991863,0.0001680333,0.004367463,0.0000566079,0.00001111882,0.0003792944,0.0007618941,0.00003014623,0.002362432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007470812,"threshold_uncertainty_score":0.01485467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528717952471864,"score_gpt":0.3499038889401905,"score_spread":0.2946167094154719,"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."}}