{"id":"W2553438466","doi":"","title":"Ontario’s Future with the Emerald Ash Borer","year":2011,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pennsylvania Department of Conservation and Natural Resources","keywords":"Emerald ash borer; Emerald; Environmental science; Biology; Geology; Ecology; Fraxinus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008406867,0.0002317054,0.0001554858,0.0005224264,0.005708992,0.002711699,0.000431627,0.0007555989,0.01810459],"category_scores_gemma":[0.0006826678,0.0001651801,0.0003245819,0.001032901,0.001205945,0.001268806,0.001068675,0.000740801,0.001413688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02343529,"about_ca_system_score_gemma":0.02514946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9581712,"about_ca_topic_score_gemma":0.9939134,"domain_scores_codex":[0.9994529,0.00004268371,0.00001118102,0.00005547577,0.0002722877,0.0001654787],"domain_scores_gemma":[0.9991654,0.00003976414,0.00004221502,0.00003557622,0.0003618838,0.0003552501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003460103,0.00007426701,0.04360432,0.0002630121,0.00004276689,0.001257417,0.01261149,0.0007137719,0.00413682,0.03144781,0.7306481,0.1748542],"study_design_scores_gemma":[0.00001090319,0.00002544396,0.03353545,0.00004796815,0.0000100325,0.0001052887,0.003635575,0.0001434265,0.0002786315,0.0009618559,0.9612247,0.00002074961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1469434,0.01556022,0.002964095,0.165592,0.003295227,0.0001167261,0.006878791,0.0005124542,0.6581371],"genre_scores_gemma":[0.5015907,0.00761162,0.006481134,0.004567922,0.0003689069,0.00003323175,0.002129312,0.0001394056,0.4770777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04182875,"threshold_uncertainty_score":0.1700358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990579366307458,"score_gpt":0.2180077684623274,"score_spread":0.1881019747992529,"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."}}