{"id":"W2122911690","doi":"10.4039/n03-031","title":"Predicting defoliation by<i>Choristoneura biennis</i>(Lepidoptera: Tortricidae)","year":2003,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Tortricidae; Spruce budworm; Abies lasiocarpa; Lepidoptera genitalia; Pinaceae; Abies balsamea; Biology; Balsam; Picea engelmannii; Choristoneura fumiferana; Botany; Forestry; Horticulture; Montane ecology; Ecology; Geography; Pinus <genus>","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":[0.0003819149,0.0003903431,0.0001674724,0.0004752376,0.0002571658,0.0004099624,0.0001920555,0.0001843597,0.0004844021],"category_scores_gemma":[0.0008003974,0.0001331374,0.000155204,0.0002855909,0.0001503849,0.0001588013,0.0001417767,0.0001986973,0.0001568028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215455,"about_ca_system_score_gemma":0.0006814006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.383711,"about_ca_topic_score_gemma":0.6500288,"domain_scores_codex":[0.9999025,0.00001942459,0.000006719249,0.000025306,0.00002354245,0.00002254495],"domain_scores_gemma":[0.9994984,0.0001754937,0.0001111174,0.00002185007,0.0001230637,0.00007008205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009239608,0.00004255977,0.9778118,0.00002079547,0.00006094029,0.00003085789,0.00003604654,0.008575062,0.001890793,0.00001855754,0.0002659709,0.01115419],"study_design_scores_gemma":[0.000008225664,0.00005657119,0.9751741,0.000008513745,0.00003235914,0.00004564558,0.000108516,0.02311837,0.001047257,0.00002002323,0.0003751294,0.000005365845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986305,0.0001423743,0.0003998249,0.0000144495,0.000001787677,0.000006583164,0.0003451159,0.00002771798,0.0004316921],"genre_scores_gemma":[0.9983003,0.0001049292,0.0007341142,0.000005741627,0.000001210839,0.000002623814,0.0005789571,0.000001823202,0.0002704314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.616289,"threshold_uncertainty_score":0.7629552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007443142122496102,"score_gpt":0.2023058468592228,"score_spread":0.1948627047367267,"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."}}