{"id":"W2106793812","doi":"","title":"Mapping Eastern Spruce Budworm Cumulative Defoliation Severity from Landsat and SPOT","year":2009,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spruce budworm; Choristoneura fumiferana; Forestry; Taiga; Environmental science; Multispectral image; PEST analysis; Boreal; Remote sensing; Geography; Ecology; Biology; Horticulture; Tortricidae","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":[0.0001916042,0.0002826357,0.000109419,0.001076165,0.0001804749,0.0002619942,0.000142185,0.00009405662,0.0005207334],"category_scores_gemma":[0.0003100096,0.00009071818,0.000121367,0.0006457277,0.00008933511,0.00009355327,0.0000953417,0.00007587249,0.0001203007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000813262,"about_ca_system_score_gemma":0.0005766834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3742207,"about_ca_topic_score_gemma":0.7401289,"domain_scores_codex":[0.9999273,0.000006957132,0.000003845506,0.0000188687,0.00002612225,0.00001700799],"domain_scores_gemma":[0.9997918,0.00002337408,0.00005032093,0.00001223931,0.00009311816,0.00002916805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003001014,0.00009629605,0.8851587,0.00007484283,0.00009057891,0.0001859997,0.0003870489,0.008984867,0.04546051,0.0001096566,0.0007496097,0.05840175],"study_design_scores_gemma":[0.000003891393,0.00002076807,0.9883874,0.000004019593,0.00001353564,0.00003620903,0.0001111731,0.00916929,0.002030881,0.00001088871,0.0002080386,0.000003814861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972398,0.00003740697,0.001038654,0.000003747744,7.605179e-7,0.00001916887,0.0008590662,0.00005906224,0.0007424176],"genre_scores_gemma":[0.9936364,0.00004795434,0.003640908,0.000003288408,0.000001103911,0.000009165017,0.002090726,0.000005098979,0.0005654607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3742207,"threshold_uncertainty_score":0.7440851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009650198461438995,"score_gpt":0.2140958414517328,"score_spread":0.2044456429902938,"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."}}