{"id":"W1242166096","doi":"10.1093/forestscience/49.5.657","title":"The Influence of Forest and Stand Conditions on Spruce Budworm Defoliation in New Brunswick, Canada","year":2003,"lang":"en","type":"article","venue":"Forest Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Natural Resources Canada; Canadian Forest Service","funders":"U.S. Forest Service; Canadian Forest Service; Government of Canada","keywords":"Balsam; Spruce budworm; Abies balsamea; Choristoneura fumiferana; Black spruce; Forestry; Softwood; Yellow birch; Picea abies; Hardwood; Biology; Ecology; Taiga; Botany; Tortricidae; Geography; Lepidoptera genitalia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006591547,0.0000913164,0.00008955886,0.00004155662,0.0002903167,0.00004614197,0.0003050154,0.00002329809,0.00001665507],"category_scores_gemma":[0.0006061026,0.0000675357,0.00001025913,0.0006812782,0.0005724915,0.0003420381,0.0000538686,0.00008263287,0.00001561328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741834,"about_ca_system_score_gemma":0.001183051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.596761,"about_ca_topic_score_gemma":0.9839466,"domain_scores_codex":[0.9986821,0.00003975211,0.0001968142,0.0002511296,0.0005257517,0.0003044168],"domain_scores_gemma":[0.9992443,0.0002464604,0.0001044913,0.0002600154,0.00001412081,0.0001305929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000526618,0.00001277597,0.8509108,0.000004971595,7.859142e-7,0.000002821478,0.0001072141,0.1115298,0.0008244039,0.03612442,0.0003428674,0.0001338624],"study_design_scores_gemma":[0.0001760895,0.00006405803,0.9919919,0.00003945337,0.000001526877,0.000006137177,0.00003808356,0.003392236,0.0004888364,0.002162185,0.001554878,0.00008459545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975948,0.00003144875,0.00004420259,0.0001632701,0.0001146267,0.0002686398,0.000003591667,0.000006127052,0.001773349],"genre_scores_gemma":[0.9996266,0.000009301225,0.00006067542,0.00006662959,0.000005358237,0.000004120738,4.335857e-7,0.000004542843,0.0002223485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871856,"threshold_uncertainty_score":0.4059242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003785123549030187,"score_gpt":0.2009681769676402,"score_spread":0.19718305341861,"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."}}