{"id":"W1965525165","doi":"10.1046/j.1461-9555.2001.00120.x","title":"Climate change impacts on insect management and conservation in temperate regions: can they be predicted?","year":2001,"lang":"en","type":"article","venue":"Agricultural and Forest Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":303,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Centre for Ecology and Hydrology; Biotechnology and Biological Sciences Research Council","keywords":"Ecology; Temperate climate; Geography; Environmental ethics; Biology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001302029,0.0001513123,0.0001348075,0.00006005889,0.0001367247,0.00001981621,0.00008229251,0.00009076161,0.00007174224],"category_scores_gemma":[0.000008562709,0.00009708884,0.00001783017,0.0001720696,0.0001406783,0.0001582934,0.0001824288,0.0001001523,0.00001822252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006888792,"about_ca_system_score_gemma":9.867339e-7,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002581644,"about_ca_topic_score_gemma":0.04305293,"domain_scores_codex":[0.9990545,0.00006330089,0.0001576321,0.0002919001,0.00008833016,0.000344319],"domain_scores_gemma":[0.9997341,0.00002858683,0.00005765504,0.00009567476,0.000004713941,0.0000792454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116701,0.0001247244,0.9744377,0.00002462709,0.00002213488,0.0001410362,0.001123663,0.00007567492,0.0001329386,0.02016866,0.001764051,0.001873173],"study_design_scores_gemma":[0.0005998416,0.0002969941,0.9947518,0.00002524826,0.00001580208,0.0001389836,0.000209471,0.00006085921,0.000009453633,0.002522692,0.001236836,0.0001320593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913235,0.00003861021,8.90784e-7,0.003861366,0.00008932324,0.0005138817,0.000008237845,0.00003401449,0.00413021],"genre_scores_gemma":[0.9946982,0.002372616,0.00002572422,0.002271078,0.00002511684,0.0001446973,0.00005802233,0.000004680408,0.0003998353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04047129,"threshold_uncertainty_score":0.9744089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203463444520505,"score_gpt":0.2173478836446389,"score_spread":0.1970015391925884,"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."}}