{"id":"W2069505829","doi":"10.3897/zookeys.147.2119","title":"Nebria brevicollis (Fabricius, 1792) in North America, benign or malign? (Coleoptera, Carabidae, Nebriini)","year":2011,"lang":"en","type":"article","venue":"ZooKeys","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agricultural Research Service; Oregon Department of Agriculture; Oregon State University; U.S. Department of Agriculture","keywords":"Taxonomy (biology); Zoology; Geography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008611652,0.0003609954,0.0001593916,0.0007908051,0.000617876,0.00034508,0.0001772665,0.000118601,0.001107065],"category_scores_gemma":[0.0001178391,0.0001138219,0.00007522632,0.0003969362,0.0002440319,0.0002441045,0.0003831875,0.0001405723,0.0003038183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882435,"about_ca_system_score_gemma":0.0001793576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04019861,"about_ca_topic_score_gemma":0.1235986,"domain_scores_codex":[0.9999288,0.000005087596,0.000005102206,0.00002596373,0.00001778689,0.00001718376],"domain_scores_gemma":[0.999905,0.000005863879,0.00005452463,0.000003829271,0.00001388288,0.00001697083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507102,0.0001120487,0.7631885,0.0003515239,0.00006495808,0.001775334,0.003943726,0.00022279,0.0374959,0.0003788574,0.003729953,0.1885857],"study_design_scores_gemma":[0.000003852681,0.00004376992,0.9836503,0.00007708119,0.00001902765,0.000953535,0.00107174,0.0001013074,0.0003066489,0.00005490308,0.0137119,0.000005892615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833071,0.006667938,0.0003212225,0.0001140506,0.00002893822,0.00001782806,0.0004568598,0.00005538771,0.009030581],"genre_scores_gemma":[0.9948022,0.002033374,0.0004339675,0.00008012883,0.00001331859,0.00001003262,0.0005627247,0.000004215928,0.002059987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04019861,"threshold_uncertainty_score":0.07992923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902019690665495,"score_gpt":0.2089356414070858,"score_spread":0.1899154445004308,"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."}}