{"id":"W1831552303","doi":"","title":"Integrated permanent plot and aerial monitoring for the spruce budworm decision support system","year":2000,"lang":"en","type":"article","venue":"","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spruce budworm; Choristoneura fumiferana; Forestry; Forest inventory; Forest management; Agroforestry; Silviculture; Environmental science; Decision support system; Sustainable forest management; Geography; Ecology; Tortricidae; Biology; Lepidoptera genitalia; Computer science","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":[0.0007763744,0.0004405637,0.0003168435,0.0006136979,0.0002429781,0.0005190001,0.0005294273,0.000291586,0.005772149],"category_scores_gemma":[0.001624751,0.0001520935,0.0001480848,0.0003824521,0.0001033521,0.0004624581,0.0003111983,0.0002446782,0.0009567455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006222424,"about_ca_system_score_gemma":0.0007525858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03693863,"about_ca_topic_score_gemma":0.03762744,"domain_scores_codex":[0.9996821,0.00007537946,0.00002032052,0.00009055107,0.00009558081,0.00003601189],"domain_scores_gemma":[0.9990259,0.0003295463,0.00008629298,0.0000862762,0.0003422644,0.0001296504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004766328,0.001093052,0.1260306,0.0002718751,0.000225352,0.0004912846,0.0003765906,0.1231411,0.03092338,0.001813591,0.03991144,0.6709554],"study_design_scores_gemma":[0.0003952968,0.000527114,0.05263904,0.00002971341,0.00008287514,0.00008202423,0.000143743,0.9249891,0.01066232,0.0007989051,0.009606753,0.0000431894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6254567,0.0003787153,0.2919871,0.0006661644,0.0001436074,0.001333725,0.01703246,0.04280432,0.02019727],"genre_scores_gemma":[0.9328675,0.00006812206,0.05745794,0.00008445422,0.00003136017,0.0003029038,0.004665863,0.00008150562,0.004440276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03693863,"threshold_uncertainty_score":0.07344729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417319142290789,"score_gpt":0.215950031922415,"score_spread":0.1917768404995071,"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."}}