{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002932319,0.0001410756,0.0001941408,0.0002375581,0.0004340146,0.00001199963,0.0001939582,0.00008575889,0.0001598344],"category_scores_gemma":[0.0001762353,0.0001693969,0.00004820488,0.0003668569,0.00009563353,0.0001784011,0.0001292823,0.0001539058,0.000002088906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090816,"about_ca_system_score_gemma":0.0005430919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9670284,"about_ca_topic_score_gemma":0.999349,"domain_scores_codex":[0.9987448,0.00008917843,0.0002963729,0.0003456995,0.0001864575,0.0003374929],"domain_scores_gemma":[0.9992405,0.0001005106,0.0002320255,0.0001631253,0.0000377797,0.0002260708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009616711,0.0001841181,0.8689799,0.0001442137,0.000252361,0.00008413081,0.01550675,0.01018473,0.04510023,0.0005147155,0.004141,0.05394614],"study_design_scores_gemma":[0.0008777833,0.001364755,0.9914756,0.00001085043,0.00001640277,0.000005412599,0.0003194388,0.0005205962,0.002505724,0.001627679,0.001094606,0.000181187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945665,0.00002230548,0.0004252789,0.00008526012,0.0006263565,0.0009226745,0.0005904832,0.000017084,0.002744047],"genre_scores_gemma":[0.9988256,0.000005831936,0.0007201883,0.0001450826,0.00005342119,0.00009561387,0.00005670039,0.00001589578,0.00008173681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224956,"threshold_uncertainty_score":0.6907806,"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."}}