{"id":"W4206356797","doi":"10.3410/f.717970465.793469061","title":"Faculty Opinions recommendation of Temperature-driven range expansion of an irruptive insect heightened by weakly coevolved plant defenses.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"National Park Service; University of Wyoming","keywords":"Herbivore; Mountain pine beetle; Biology; Pinus contorta; Ecology; Predation; Host (biology); Range (aeronautics); Dendroctonus; Insect; Endangered species; Climate change; Adaptation (eye); Bark beetle; Bark (sound); Habitat","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009354611,0.0005393023,0.0004521025,0.001133283,0.001793764,0.00431394,0.0008383815,0.00336158,0.6098109],"category_scores_gemma":[0.004323034,0.0003225862,0.0004998826,0.001029582,0.0007701797,0.001599129,0.001515946,0.002282443,0.373899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687743,"about_ca_system_score_gemma":0.003214461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004425199,"about_ca_topic_score_gemma":0.01272621,"domain_scores_codex":[0.9989041,0.0000724984,0.0000584753,0.0001915063,0.0006111516,0.0001623558],"domain_scores_gemma":[0.9954996,0.0002003992,0.0001984518,0.0002720707,0.002315121,0.001514414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005507465,0.00006406991,0.0009014515,0.0001967987,0.000008671348,0.0001641659,0.00005614483,0.00007132805,0.001520284,0.002350995,0.906721,0.08789009],"study_design_scores_gemma":[0.000006705282,0.00001707038,0.000899855,0.0001015211,0.00000367911,0.00005533351,0.00009490723,0.00006933576,0.000209862,0.0005331291,0.9980029,0.000005640692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002423167,0.003499801,0.001517924,0.06382121,0.05621796,0.0002421068,0.002969676,0.0008043832,0.8685038],"genre_scores_gemma":[0.007260067,0.002662171,0.0006787636,0.006504358,0.008215103,0.00004380609,0.0009053461,0.000200182,0.9735301],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6098109,"threshold_uncertainty_score":0.5565574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395804992365142,"score_gpt":0.2941718503114178,"score_spread":0.2702138003877664,"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."}}