{"id":"W4389998195","doi":"10.1649/0010-065x-77.4.639","title":"Biocontrol Agents Cross Borders: First Detection of the Knapweed Seed Head Weevil, Bangasternus fausti (Reitter) (Coleoptera: Curculionidae), in Canada","year":2023,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Curculionidae; Centaurea; Weevil; Biology; Biological pest control; Invasive species; Asteraceae; Sensu; Ecology; Botany; Genus","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":[0.0004534778,0.0002696272,0.0003759283,0.00002189478,0.0004021812,0.00008684777,0.0008662256,0.0001248015,0.0004365787],"category_scores_gemma":[0.0002474742,0.00008913498,0.0001764304,0.0006992306,0.0002387761,0.00003866731,0.000281922,0.000284484,0.0001030618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925321,"about_ca_system_score_gemma":0.00004842768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5671941,"about_ca_topic_score_gemma":0.9296919,"domain_scores_codex":[0.9978432,0.0003024038,0.0005368342,0.0003839881,0.0003846921,0.0005488981],"domain_scores_gemma":[0.9988132,0.0004995381,0.0002888314,0.0002033827,0.0001130045,0.00008209205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106892,0.0001938528,0.8155801,0.00009142599,0.0001343241,0.0000787904,0.0003702374,0.0008671142,0.1252519,0.00003429578,0.004449901,0.0518411],"study_design_scores_gemma":[0.0005982167,0.000151617,0.9522791,0.00007005951,0.00001117317,0.000004798991,0.0003682901,0.000170349,0.001905491,0.00002249116,0.04422794,0.0001904869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763924,0.0001747876,0.000001654535,0.02161116,0.0004118927,0.0007892338,0.00008793042,0.00005567167,0.000475266],"genre_scores_gemma":[0.9977525,0.00004429842,0.000002034314,0.001513223,0.0001692285,0.0001132796,0.00001316985,0.00000247234,0.0003898262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3624977,"threshold_uncertainty_score":0.478023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837755193799689,"score_gpt":0.2232058905832706,"score_spread":0.2048283386452737,"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."}}