{"id":"W4296701970","doi":"10.1093/ee/nvac069","title":"Systematic Mapping and Review of Landscape Fire Smoke (LFS) Exposure Impacts on Insects","year":2022,"lang":"en","type":"review","venue":"Environmental Entomology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Centre for Earth Observation; Natural Environment Research Council; Sight Research UK","keywords":"Smoke; Climate change; Ecology; Hazard; Human health; Biology; Environmental science; Environmental resource management; Geography; Environmental health; Meteorology","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":[0.00353856,0.001183435,0.003243966,0.01309025,0.0005664255,0.001911128,0.001218352,0.001153196,0.00471789],"category_scores_gemma":[0.01470559,0.0006771301,0.004711111,0.01245692,0.0006439087,0.001998374,0.001327902,0.0007219297,0.0005538093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411967,"about_ca_system_score_gemma":0.01102096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094074,"about_ca_topic_score_gemma":0.02818613,"domain_scores_codex":[0.9971328,0.0007040419,0.001140616,0.0003334882,0.0005735158,0.0001155049],"domain_scores_gemma":[0.9890978,0.006885497,0.002036612,0.0002425362,0.001550629,0.0001868129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001163326,0.00002980166,0.002134141,0.8303242,0.002940912,0.0002590511,0.0005938114,0.0001915581,0.0007535536,0.0005113237,0.00565197,0.1564933],"study_design_scores_gemma":[0.0000731613,0.0003154252,0.02380601,0.7572986,0.02872074,0.00091577,0.0009489308,0.0001256141,0.0006271496,0.0008815654,0.1862037,0.00008320042],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001877089,0.9950978,0.0003808222,0.0003995299,0.0001639306,0.0001348105,0.001198449,0.00002041213,0.0007272064],"genre_scores_gemma":[0.00616655,0.9915825,0.0008136031,0.0003565064,0.00007052162,0.0001494882,0.0006382397,0.00000743296,0.0002151778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01309025,"threshold_uncertainty_score":0.02175409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019473454018344,"score_gpt":0.2508922099717505,"score_spread":0.2314187559534066,"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."}}