{"id":"W2970554246","doi":"","title":"Selecting sampling points for larvae of western spruce budworm, Choristoneura occidentalis (Lepidoptera: Tortricidae), from survey records in British Columbia","year":2019,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Spruce budworm; Tortricidae; Lepidoptera genitalia; Sampling (signal processing); Larva; Forestry; Biology; Ecology; Horticulture; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598827,0.0002020618,0.0001653279,0.001940139,0.00115292,0.0004905265,0.0005284134,0.0001807769,0.001252065],"category_scores_gemma":[0.0007565179,0.0002653261,0.0001034916,0.002246112,0.0002589066,0.0001509481,0.0003514088,0.0001786956,0.0003555915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431375,"about_ca_system_score_gemma":0.003192007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8886003,"about_ca_topic_score_gemma":0.9820258,"domain_scores_codex":[0.9997811,0.0000256049,0.00001577932,0.0000497229,0.00007790542,0.00004990147],"domain_scores_gemma":[0.9994938,0.00006787892,0.00009902185,0.00002249456,0.000230004,0.00008684232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006151975,0.00002728423,0.9492578,0.0001084817,0.00002095509,0.0001961692,0.001599357,0.0003495579,0.005863595,0.00006411946,0.002626902,0.03982423],"study_design_scores_gemma":[0.000002136686,0.00001044618,0.9970766,0.00001858648,0.00001001865,0.00004288838,0.001011384,0.0003341503,0.0003184543,0.000008611183,0.001163396,0.000003326365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935266,0.0003380908,0.0004548802,0.00003137584,0.000004240608,0.00009126549,0.002126873,0.00001772366,0.003409027],"genre_scores_gemma":[0.9838675,0.0008666397,0.004431664,0.00003855824,0.000003378799,0.0001181422,0.003880754,0.00000957756,0.006783675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113997,"threshold_uncertainty_score":0.2241115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266115367847303,"score_gpt":0.2005282373184424,"score_spread":0.1878670836399694,"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."}}