{"id":"W2147160131","doi":"10.5281/zenodo.16514378","title":"Asciodema obsoleta (Hemiptera: Miridae): New Records for British Columbia and First U.S. Record of an Adventive Plant Bug of Scotch Broom ( Cytisus scoparius ; Fabaceae)","year":2011,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; Cornell University Agricultural Experiment Station; Cooperative State Research, Education, and Extension Service; U.S. Forest Service; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Broom; Miridae; Biology; Hemiptera; Botany; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"category_scores_codex":[0.0001173122,0.0002302034,0.0005150335,0.00002928072,0.0006254296,0.0001629698,0.0004790342,0.0002035146,0.0009600402],"category_scores_gemma":[0.00007073238,0.0001866289,0.0001824005,0.0003174426,0.0005289661,0.001568424,0.0003646075,0.00013532,0.0000122303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003768405,"about_ca_system_score_gemma":0.0000907655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03831419,"about_ca_topic_score_gemma":0.07637095,"domain_scores_codex":[0.9982998,0.00006238506,0.0004584307,0.0005791234,0.000214239,0.0003859856],"domain_scores_gemma":[0.9990492,0.00009742799,0.0003047552,0.0001410126,0.00008827114,0.0003193713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002773747,0.0002732581,0.9664122,0.0001488002,0.00009172266,0.00005276307,0.0006225341,1.967844e-7,0.0003512084,0.00004481737,0.01207519,0.01964993],"study_design_scores_gemma":[0.0008010219,0.0009928684,0.980213,0.000350239,0.00006032106,0.00003060305,0.0005540285,0.00001033994,0.002629892,0.0001974858,0.01377164,0.0003884945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934394,0.0004197005,0.00001528734,0.0002647063,0.0003264315,0.0006894121,0.003366505,0.0001177283,0.001360769],"genre_scores_gemma":[0.9909334,0.0004318069,0.007630485,0.0002160292,0.0001397804,0.00001458848,0.00008769805,0.000003047546,0.0005431731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03805677,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587953727029361,"score_gpt":0.1813808094784502,"score_spread":0.1555012722081566,"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."}}