{"id":"W4206028865","doi":"10.32870/dugesiana.v29i1.7158","title":"An annotated checklist of ground beetles (Insecta: Coleoptera: Carabidae) occurring in the state of Sonora, Mexico with descriptions of new species and notes about some collection localities","year":2022,"lang":"en","type":"article","venue":"Dugesiana","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Checklist; Geography; Type locality; Taxon; Habitat; Subspecies; Vegetation (pathology); Ecology; Archaeology; Biology; Taxonomy (biology)","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":[0.0001996274,0.00008963278,0.0001826804,0.00003163642,0.0001798744,0.00003148517,0.0001261821,0.00002116908,0.00004496544],"category_scores_gemma":[0.00001644188,0.00004119976,0.00003200955,0.0005273915,0.0001440114,0.0001705253,0.00002986545,0.00007978085,9.344034e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003631972,"about_ca_system_score_gemma":0.00003256987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01887326,"about_ca_topic_score_gemma":0.02665175,"domain_scores_codex":[0.999204,0.000115749,0.0002436909,0.0001444401,0.0001650609,0.0001270499],"domain_scores_gemma":[0.9995971,0.00009987578,0.0001579541,0.00005420222,0.00005892532,0.00003195893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009667979,0.0007718288,0.8871879,0.0001247616,0.00006943008,0.000009674,0.01053887,0.00199711,0.0597499,0.004953157,0.0002035669,0.03342703],"study_design_scores_gemma":[0.0002548168,0.0007175406,0.9879137,0.00002624081,0.00001545394,0.000005160619,0.00591838,0.0002265497,0.0033859,0.0005397278,0.000903397,0.00009314733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988229,0.0003282354,0.00004489749,0.000135468,0.00002387819,0.0002254799,0.0002758148,0.000009034517,0.00013431],"genre_scores_gemma":[0.9997585,0.00002640275,0.00002938298,0.00003543539,0.00002173411,0.00002096902,0.0000786785,3.991314e-7,0.00002846342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007258,"threshold_uncertainty_score":0.9911093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194071015427875,"score_gpt":0.2121600965381273,"score_spread":0.1902193863838485,"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."}}