{"id":"W4400495462","doi":"10.32870/dugesiana.v31i1.7288","title":"El subgΓ©nero π‘ƒπ‘–π‘›π‘Žπ‘π‘œπ‘‘π‘’π‘Ÿπ‘Ž Schaum del Hemisferio Oeste: Subgrupo πΆπ‘¦π‘šπ‘–π‘›π‘‘π‘–π‘  (π‘ƒπ‘–π‘›π‘Žπ‘π‘œπ‘‘π‘’π‘Ÿπ‘Ž ) π‘™π‘Žπ‘‘π‘–π‘’π‘ π‘π‘’π‘™π‘Ž (Coleoptera: Carabidae: Lebiini: πΆπ‘¦π‘šπ‘–π‘›π‘‘π‘–π‘  Latreille)","year":2024,"lang":"en","type":"article","venue":"Dugesiana","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vanguard College; University of Alberta","funders":"","keywords":"Biology; Zoology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004429514,0.0006137227,0.0005494866,0.00007142355,0.0005284826,0.000627405,0.0006789129,0.0004541199,0.001551923],"category_scores_gemma":[0.00007392259,0.0003103528,0.0004733886,0.001088636,0.0001711653,0.0005933493,0.0002183404,0.0005757448,0.000908245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338708,"about_ca_system_score_gemma":0.0001000604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167893,"about_ca_topic_score_gemma":0.00382745,"domain_scores_codex":[0.9963953,0.0001417467,0.0006823638,0.001192595,0.0005435385,0.001044467],"domain_scores_gemma":[0.9986492,0.0002814191,0.0001342546,0.000321715,0.0001441974,0.0004691882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003644192,0.0006776711,0.1070305,0.0003434033,0.0003196225,0.0006231135,0.0004951343,0.00003934004,0.02906665,0.01825665,0.03234513,0.8104384],"study_design_scores_gemma":[0.0006001262,0.0004680448,0.2660877,0.000286965,0.0001493227,0.0001196145,0.0005391802,0.0009577903,0.006046417,0.001392604,0.7218824,0.001469856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738034,0.004391695,0.00009690505,0.003743964,0.0009595547,0.0005925894,0.0003637499,0.0006969118,0.01535125],"genre_scores_gemma":[0.9962544,0.0002779562,0.00007965998,0.0005252706,0.0009428366,0.0001452855,0.0005598001,0.000005610161,0.001209116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8089685,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474612191942522,"score_gpt":0.2217529197872762,"score_spread":0.207006797867851,"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."}}