{"id":"W4413807233","doi":"10.4081/bollettinosei.2025.55","title":"Three new &lt;i&gt;Pseudaptinus&lt;/i&gt; (subgenus &lt;i&gt;Thalpius&lt;/i&gt;) from Ecuador, with notes on &lt;i&gt;Pseudaptinus&lt;/i&gt; (&lt;i&gt;Thalpius&lt;/i&gt;)&lt;i&gt; aptinoides&lt;/i&gt; Liebke","year":2025,"lang":"en","type":"article","venue":"Bollettino della Società Entomologica Italiana","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute","funders":"","keywords":"Subgenus; Holotype; Homogeneous; Biology; Zoology; Key (lock); Humanities; Taxonomy (biology); Ecology; Art; Combinatorics; Mathematics","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.007186096,0.01139662,0.01053244,0.002816936,0.006836422,0.00242879,0.01404344,0.009462605,0.01706594],"category_scores_gemma":[0.003107839,0.01042535,0.007438155,0.009285592,0.01241159,0.002845887,0.008057823,0.005064873,0.01476523],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006769248,"about_ca_system_score_gemma":0.003028869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004945827,"about_ca_topic_score_gemma":0.0107579,"domain_scores_codex":[0.9464778,0.004248281,0.009962452,0.01554421,0.009539092,0.01422822],"domain_scores_gemma":[0.9670885,0.005682403,0.006904109,0.01204082,0.001528768,0.006755348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002397841,0.004554307,0.002436654,0.0003994497,0.003501693,0.003460439,0.002654064,0.002535853,0.5090527,0.01707796,0.4388624,0.01306663],"study_design_scores_gemma":[0.01744225,0.006485115,0.03721356,0.002038636,0.004241051,0.001713085,0.000484673,0.004219382,0.01682661,0.007074291,0.8864897,0.01577162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7156395,0.04589117,0.005359393,0.01235494,0.00900799,0.01401363,0.004719026,0.006314514,0.1866999],"genre_scores_gemma":[0.8139438,0.007289656,0.0193634,0.008696407,0.004919113,0.002169272,0.003167453,0.002059108,0.1383918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4922261,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512864101751474,"score_gpt":0.228206003854476,"score_spread":0.2130773628369612,"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."}}