{"id":"W2618201346","doi":"10.11646/zootaxa.1308.1.1","title":"Review of the species of Ardistomina (Coleoptera: Carabidae: Clivinini) in America north of Mexico","year":2006,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Nearctic ecozone; Holotype; Tribe; Genus; Zoology; Habitat; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109262,0.00007676327,0.00026632,0.000007168582,0.00002549031,0.000002922203,0.000189237,0.00002992921,0.0001492472],"category_scores_gemma":[0.00005725745,0.00002782082,0.0001471364,0.000431686,0.0001346023,0.00003622558,0.00005526933,0.00005351124,0.000002323847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164632,"about_ca_system_score_gemma":0.00001083788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285458,"about_ca_topic_score_gemma":0.006303544,"domain_scores_codex":[0.9991989,0.00006847736,0.0003762219,0.000115591,0.0001313188,0.0001094687],"domain_scores_gemma":[0.9994237,0.0000849159,0.0003249257,0.00008250926,0.00006827938,0.00001568929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002063342,0.0001696045,0.904062,0.0002981221,0.000004913149,4.848611e-7,0.00001859144,0.000007841445,0.0006790843,0.0002806322,0.001308432,0.09314967],"study_design_scores_gemma":[0.00005850131,0.00006599653,0.8583106,0.0005374248,0.000009775455,5.017526e-7,0.00003786318,0.000002892347,0.002081077,0.00001760867,0.1388251,0.00005267086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859653,0.002926636,0.000003113826,0.0004077825,0.00004609056,0.0001954004,0.0001244198,0.000004389136,0.01032683],"genre_scores_gemma":[0.9990762,0.0007027314,0.00001606399,0.00008641987,0.00003597616,0.000009264065,0.00002910691,1.638103e-7,0.00004404342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375166,"threshold_uncertainty_score":0.3517526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463712570970476,"score_gpt":0.2058384573366973,"score_spread":0.1912013316269926,"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."}}