{"id":"W2970186329","doi":"","title":"Brachycoryna hardyi Crotch and Microrhopala cyanea (Say), two hispanae rare in British Columbia (Coleoptera: Chrysomelidae)","year":2019,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Botany; Horticulture","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111993,0.0002177925,0.0003408047,0.00002706496,0.0005589656,0.001045124,0.0003773224,0.0002065071,0.003116473],"category_scores_gemma":[0.00001768215,0.000195728,0.0001321472,0.000517674,0.0002195234,0.002193541,0.0003477943,0.0002729834,0.0003728951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959538,"about_ca_system_score_gemma":0.00005943133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02274787,"about_ca_topic_score_gemma":0.1071663,"domain_scores_codex":[0.9982197,0.0001103964,0.0003069144,0.0006821872,0.0002045546,0.000476255],"domain_scores_gemma":[0.9994172,0.0000563871,0.0001175403,0.0001315632,0.00003684881,0.0002404084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004918094,0.0001356511,0.9726143,0.00003654576,0.00001278429,0.0001569922,0.00004848959,0.000002978324,0.0001497756,0.00007251191,0.001701653,0.02501914],"study_design_scores_gemma":[0.0009791551,0.0001377772,0.9341755,0.00010166,0.00001277005,0.00004744767,0.0003542904,0.00002719565,0.0001000766,0.00004378482,0.06361207,0.0004082642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930412,0.0004317665,0.000003125335,0.001042579,0.000329729,0.0007419121,0.001238704,0.0001987774,0.002972164],"genre_scores_gemma":[0.9977643,0.0001548587,0.0002090656,0.0009881435,0.0001219873,0.00001585722,0.0001660405,9.631076e-7,0.0005787121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08441843,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007081340218296014,"score_gpt":0.1603405249890487,"score_spread":0.1532591847707527,"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."}}