{"id":"W2520916245","doi":"10.3390/insects7030045","title":"Impact of an Invasive Insect and Plant Defense on a Native Forest Defoliator","year":2016,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; Canadian Forest Service; Animal and Plant Health Inspection Service; National Stroke Foundation","keywords":"Biology; Invasive species; Insect; Introduced species; Ecology; Native forest; Natural enemies; Native plant; Agroforestry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001357742,0.0001351365,0.0001421812,0.00006648602,0.00006934064,0.000006991188,0.0001330818,0.00006874796,0.0004716373],"category_scores_gemma":[0.0001154515,0.00008196511,0.00004820262,0.0001060373,0.0002474902,0.000190022,0.0001204356,0.00005764134,0.0001058322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601876,"about_ca_system_score_gemma":0.0000234349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007203753,"about_ca_topic_score_gemma":0.005544623,"domain_scores_codex":[0.9991734,0.00006885973,0.0001336358,0.0002562762,0.0001389809,0.0002288363],"domain_scores_gemma":[0.9993867,0.0001991395,0.00008924363,0.0002052833,0.000006867717,0.0001127217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008304641,0.000562901,0.9580262,0.00002037393,0.000127577,0.0001687347,0.001949644,0.0003993823,0.02608143,0.003680389,0.002417646,0.005735249],"study_design_scores_gemma":[0.0008041505,0.002184171,0.9902081,0.0000293292,0.00001063186,0.00002334758,0.00002121824,0.00004118641,0.002457191,0.003989837,0.00009875187,0.0001320224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995766,0.000008464172,0.00001373695,0.00002698864,0.00006412238,0.0002423026,0.0000403718,0.00002300467,0.003814972],"genre_scores_gemma":[0.999608,0.00002405739,0.00006019762,0.0001670505,0.00001515112,0.00002357913,0.000003890346,0.00001066721,0.00008737556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03218196,"threshold_uncertainty_score":0.5164098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398966722023475,"score_gpt":0.2327525707011266,"score_spread":0.2187629034808919,"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."}}