{"id":"W1977011374","doi":"10.4039/n02-111","title":"Neotropical species of<i>Dietta</i>(Coleoptera: Leiodidae: Leiodinae: Estadiini)","year":2003,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Subgenus; Biology; Panama; Genus; Mesoamerica; Taxonomy (biology); Zoology; Ecology; Botany; Archaeology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002713853,0.0001483418,0.0001825734,0.00001735317,0.0004298947,0.00008483382,0.0003431759,0.0001165183,0.001282453],"category_scores_gemma":[0.0001700049,0.00005623278,0.000117177,0.000327069,0.0003946857,0.00006552193,0.00002591823,0.0001620317,0.00007589615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581501,"about_ca_system_score_gemma":0.00009493533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1414781,"about_ca_topic_score_gemma":0.7647783,"domain_scores_codex":[0.9987968,0.0001512973,0.0002272545,0.0002249751,0.0001562812,0.0004434345],"domain_scores_gemma":[0.9993293,0.0001425652,0.00008651642,0.0001257309,0.00007576033,0.0002400809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005127279,0.0001364166,0.6965929,0.00001377322,0.00005034712,0.00008769265,0.0001483342,0.0000311592,0.001682558,0.2290537,0.01030368,0.06184821],"study_design_scores_gemma":[0.0001310409,0.000137287,0.4783865,0.000007721514,0.0000158735,0.00002900985,0.0001884303,0.000006121309,0.002390902,0.001170641,0.5173581,0.0001784269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949221,0.0002201124,0.00001330478,0.00337898,0.0002214113,0.0002212152,0.0001236293,0.00002832708,0.04657208],"genre_scores_gemma":[0.9987562,0.00001838044,0.00003579357,0.0005200802,0.00009937197,0.00002094342,0.00005439897,3.834926e-7,0.0004944873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6233001,"threshold_uncertainty_score":0.9996305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921459676024999,"score_gpt":0.2073731868198346,"score_spread":0.1781585900595846,"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."}}