{"id":"W4285726052","doi":"10.3390/insects13070646","title":"Predatory and Parasitic Insects Associated with Urophora cardui L. (Diptera: Tephritidae) Galls on Canada Thistle, Cirsium arvense L. (Asterales, Asteraceae) in North Dakota","year":2022,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture","keywords":"Biology; Tephritidae; Cirsium arvense; Thistle; Gall; Pteromalidae; Botany; Parasitoid; Biological pest control; PEST analysis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002972666,0.0002826951,0.0002873249,0.0001082163,0.0003635361,0.00003728326,0.0002930247,0.00006340996,0.001263787],"category_scores_gemma":[0.00004888534,0.0002851362,0.00003008245,0.0004827132,0.0001599074,0.0002197591,0.000298158,0.0005257336,0.0000464942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218223,"about_ca_system_score_gemma":0.0001493107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09666026,"about_ca_topic_score_gemma":0.8635871,"domain_scores_codex":[0.9976237,0.0003672803,0.0002866203,0.000594449,0.0005682405,0.0005597236],"domain_scores_gemma":[0.9991639,0.000158865,0.0001399212,0.0003680357,0.00001058087,0.0001586937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004165857,0.0006140859,0.9622937,0.00005167668,0.00009878392,0.003074616,0.00144492,0.01840247,0.0009355607,0.00006120662,0.01171912,0.0008872826],"study_design_scores_gemma":[0.001199729,0.0006418162,0.9864492,0.00002987156,0.00002144614,0.00004208292,0.0001066157,0.0002323664,0.00004744606,0.00003127896,0.0108489,0.0003492273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914877,0.00006622045,9.217298e-7,0.0001264639,0.0003239674,0.0005768061,0.00006325232,0.00004044559,0.00731418],"genre_scores_gemma":[0.9951679,0.00001209372,0.0000144809,0.003151444,0.00001927064,0.0001517465,0.0000628448,0.0000325249,0.001387724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7669268,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005483723852399948,"score_gpt":0.1670581746192652,"score_spread":0.1615744507668652,"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."}}