{"id":"W4404149341","doi":"10.4039/tce.2024.18","title":"An update on the identity of <i>Longitarsus</i> (Coleoptera: Chrysomelidae) species introduced or relocated in Canada for the biological control of tansy ragwort (Asteraceae)","year":2024,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Russian Academy of Sciences","keywords":"Asteraceae; Biological pest control; Biology; Botany","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008744764,0.000351293,0.0002731169,0.003246399,0.003280724,0.002029292,0.0009225809,0.0005004496,0.002682692],"category_scores_gemma":[0.001701812,0.0002328353,0.0002455914,0.003231206,0.001121606,0.0006383102,0.0006814328,0.0008549364,0.0005175405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009847076,"about_ca_system_score_gemma":0.01112688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9172369,"about_ca_topic_score_gemma":0.9767529,"domain_scores_codex":[0.9991255,0.00003876774,0.00005925818,0.0001417123,0.0004433235,0.0001914082],"domain_scores_gemma":[0.9939611,0.0005883704,0.001189072,0.0002114325,0.003447018,0.0006030702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005079663,0.00009105388,0.6975954,0.001688999,0.0001335576,0.00118276,0.009936638,0.0003074265,0.0451735,0.001115829,0.01647756,0.2257893],"study_design_scores_gemma":[0.000005236942,0.00005421885,0.9147326,0.0005591381,0.0001048704,0.0005083425,0.004418334,0.0001167549,0.002861843,0.00007968187,0.07651407,0.00004491532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032783,0.03713103,0.001218444,0.003411544,0.0004950512,0.00009750367,0.01291123,0.0001679858,0.04128904],"genre_scores_gemma":[0.9604252,0.01812161,0.004977471,0.001658544,0.0001039532,0.00002342406,0.006990507,0.00004524745,0.007654135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08276314,"threshold_uncertainty_score":0.166501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318175618008357,"score_gpt":0.2377770459029476,"score_spread":0.1945952897228641,"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."}}