{"id":"W2106034281","doi":"10.5281/zenodo.16181095","title":"Sphaeroderma testaceum (F.) (Coleoptera: Chrysomelidae), a palearctic flea beetle new to North America","year":2003,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thistle; Cirsium arvense; Flea beetle; Biology; Biological pest control; Nova scotia; Geography; Ecology; Botany; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005773907,0.000383392,0.0004044053,0.00004091297,0.0007709431,0.0003073708,0.0007034254,0.0001955067,0.004249725],"category_scores_gemma":[0.0002147033,0.0001952137,0.0002386456,0.001063437,0.0003109907,0.001238021,0.0002850116,0.0002992705,0.002956019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008067273,"about_ca_system_score_gemma":0.00009760143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003469539,"about_ca_topic_score_gemma":0.0007960957,"domain_scores_codex":[0.9977526,0.0001736299,0.0003139918,0.0007247247,0.000334583,0.0007004598],"domain_scores_gemma":[0.9987705,0.0001289823,0.0001261335,0.0001874763,0.00006397533,0.0007229348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375562,0.000211551,0.9541789,0.00001514903,0.00005021726,0.0001822688,0.0001833058,0.00002341314,0.001226774,0.0009959717,0.02260598,0.02018891],"study_design_scores_gemma":[0.0003044476,0.0003983978,0.6649752,0.00001669153,0.00001595885,0.00001155125,0.0003013145,0.000001752161,0.000502907,0.00007096396,0.3330199,0.0003808821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775327,0.0003637521,0.00004859622,0.0105237,0.000351782,0.0006179037,0.0004279325,0.0004443084,0.009689308],"genre_scores_gemma":[0.9848703,0.0001381447,0.002921504,0.009976822,0.0003007023,0.00001347621,0.00004293912,0.000002257266,0.001733846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104139,"threshold_uncertainty_score":0.9978203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795246634606306,"score_gpt":0.1766628743846786,"score_spread":0.1587104080386155,"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."}}