{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122642,0.0002467131,0.0004122831,0.00002764365,0.0003097358,0.0001292475,0.00141632,0.0001337251,0.0006059271],"category_scores_gemma":[0.0008032401,0.00005862633,0.0001510982,0.0006615585,0.0007795588,0.0001024033,0.00005560421,0.0003424793,0.000007388468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146251,"about_ca_system_score_gemma":0.0004465714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258897,"about_ca_topic_score_gemma":0.9992753,"domain_scores_codex":[0.9978808,0.0003769409,0.0005221724,0.000394042,0.0002764926,0.0005495397],"domain_scores_gemma":[0.9961035,0.003152282,0.0001572006,0.0002703858,0.0001799547,0.0001366955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.006980651,0.000608729,0.2007931,0.0001945366,0.001558398,0.0007093655,0.001394963,0.002529653,0.2928454,0.3645433,0.03817055,0.08967141],"study_design_scores_gemma":[0.0005696917,0.00143545,0.9543845,0.00008914225,0.00007355668,0.00002063078,0.002689879,0.0007676906,0.006024181,0.002495453,0.0310295,0.0004202963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440006,0.0008442951,0.00001585161,0.05246307,0.0004074466,0.001064777,0.0008754035,0.000022622,0.0003059463],"genre_scores_gemma":[0.9959099,0.0001249957,0.00000606132,0.003487722,0.0002382845,0.00005459767,0.00005268113,0.000002362088,0.0001233758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7535915,"threshold_uncertainty_score":0.6634477,"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."}}