{"id":"W4290573452","doi":"10.3390/insects13080708","title":"New Canadian and Provincial Records of Coleoptera Resulting from Annual Canadian Food Inspection Agency Surveillance for Detection of Non-Native, Potentially Invasive Forest Insects","year":2022,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Biology; Agency (philosophy); Invasive species; Ecology; Environmental resource management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008302365,0.0005815859,0.0004342468,0.005839377,0.004207437,0.001343811,0.001232444,0.0003484637,0.001843269],"category_scores_gemma":[0.003036126,0.0005370503,0.0005335024,0.008956233,0.0006957902,0.0004332243,0.001073724,0.0007635593,0.000316325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02349249,"about_ca_system_score_gemma":0.03294403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956857,"about_ca_topic_score_gemma":0.9989333,"domain_scores_codex":[0.9980332,0.00005727342,0.0001085518,0.0002196269,0.001166235,0.0004151315],"domain_scores_gemma":[0.9911287,0.0003048579,0.001274553,0.0003195682,0.006097329,0.0008750845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001576548,0.00004160777,0.9619726,0.0002103451,0.0001239042,0.0003215348,0.002216601,0.0002533667,0.001896084,0.0001276216,0.007844437,0.02483428],"study_design_scores_gemma":[0.000005723558,0.00001730469,0.9902679,0.00004483076,0.00004468218,0.0001886578,0.0009337262,0.0002356096,0.0003267243,0.00001052416,0.007903684,0.00002061408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941993,0.002222823,0.0008344356,0.0002533165,0.00005825952,0.000380705,0.03778535,0.000102532,0.01636944],"genre_scores_gemma":[0.9613322,0.002432339,0.002904176,0.0002501735,0.00002483484,0.0001637274,0.02600016,0.00003408587,0.006858272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349249,"threshold_uncertainty_score":0.1704507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006476780985192844,"score_gpt":0.1888648017437729,"score_spread":0.18238802075858,"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."}}