{"id":"W4399430210","doi":"10.3390/f15060997","title":"Applied Chemical Ecology of Forest Insects","year":2024,"lang":"en","type":"article","venue":"Forests","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Livelihood; Ecology; Ecosystem services; Habitat; Ecosystem; Climate change; Forest ecology; Geography; Agroforestry; Environmental resource management; Biology; Environmental science; Agriculture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001933645,0.0002853549,0.0001994975,0.0008814977,0.0003379838,0.0009079627,0.0002999565,0.0004785084,0.006840803],"category_scores_gemma":[0.0003372843,0.0001199657,0.0001985076,0.0007282048,0.0007341547,0.0005242822,0.000514645,0.0006713201,0.001363308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007777405,"about_ca_system_score_gemma":0.0006469018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672146,"about_ca_topic_score_gemma":0.003313536,"domain_scores_codex":[0.9998407,0.00003617817,0.000006703153,0.00003221981,0.00005464543,0.00002952734],"domain_scores_gemma":[0.9998586,0.0000319949,0.00002919251,0.00001274731,0.0000393945,0.00002798011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001995835,0.0004822976,0.01580389,0.001645296,0.00009338788,0.0006500456,0.0002047235,0.005796839,0.1491059,0.14428,0.01667257,0.6650655],"study_design_scores_gemma":[0.0000725722,0.0007972428,0.08372805,0.0004674734,0.00006797013,0.002540253,0.0005790192,0.03263962,0.06234636,0.1426238,0.6740648,0.00007276195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1902936,0.2067481,0.0995651,0.01307248,0.004194824,0.0003343325,0.001929361,0.0004706039,0.4833918],"genre_scores_gemma":[0.748397,0.09636655,0.0240802,0.002546682,0.001833342,0.0002764959,0.0008756895,0.00006777315,0.1255563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006840803,"threshold_uncertainty_score":0.02288473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005442605727090193,"score_gpt":0.2089317350594404,"score_spread":0.2034891293323502,"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."}}