{"id":"W2693243222","doi":"10.1093/acrefore/9780199389414.013.1","title":"Ecological Effects of Environmental Stressors","year":2015,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Environmental Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stressor; Disturbance (geology); Ecosystem; Environmental science; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004432994,0.0008742082,0.001356075,0.0006449792,0.0004948151,0.00006400565,0.003918668,0.000791107,0.005725201],"category_scores_gemma":[0.001081486,0.0007440718,0.0003428413,0.001335922,0.01096084,0.0008163667,0.005038044,0.001818265,0.0008972067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003527317,"about_ca_system_score_gemma":0.0003968749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004360852,"about_ca_topic_score_gemma":0.00007745511,"domain_scores_codex":[0.9851659,0.0009275565,0.001320164,0.002077297,0.008288651,0.002220423],"domain_scores_gemma":[0.9949165,0.001292937,0.0008627279,0.001719182,0.00002292743,0.001185721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003401912,0.008531551,0.09216525,0.002065761,0.0002026428,0.0004558751,0.001918433,0.0001665352,0.02725379,0.00007029758,0.1009261,0.7659036],"study_design_scores_gemma":[0.001913652,0.004236576,0.2997098,0.0009187225,0.0001335072,0.00005110133,0.0006308272,0.000388606,0.007633749,0.0005759686,0.6820868,0.001720732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5641766,0.001711216,0.000003630541,0.00003025642,0.001094537,0.001979025,0.0006572148,0.00003376843,0.4303137],"genre_scores_gemma":[0.8545434,0.112702,0.0006037463,0.00002200784,0.0002901214,0.0002595746,0.0001379139,0.0001222763,0.03131893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7641829,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879074648284388,"score_gpt":0.282220962629977,"score_spread":0.2634302161471331,"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."}}