{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001058308,0.0006212282,0.0003376475,0.001705037,0.00136832,0.0005355097,0.0006713834,0.0004096887,0.004821897],"category_scores_gemma":[0.0002578864,0.0002287694,0.0002550227,0.000779609,0.0006028742,0.0007758215,0.0008848053,0.0004422975,0.0009865575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425779,"about_ca_system_score_gemma":0.0002529981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633093,"about_ca_topic_score_gemma":0.01886296,"domain_scores_codex":[0.9998932,0.000007823167,0.00001600096,0.00004230923,0.0000194115,0.00002122416],"domain_scores_gemma":[0.9998327,0.00001349798,0.00008151116,0.00001883426,0.0000216984,0.00003169899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00103437,0.0002953549,0.1830103,0.001663956,0.0001792597,0.01901723,0.01400103,0.0007373244,0.1080444,0.0016057,0.005408141,0.6650029],"study_design_scores_gemma":[0.00002682541,0.0003546116,0.8943383,0.0001546926,0.0001102404,0.01550057,0.003475642,0.0006340098,0.004002765,0.0005024958,0.08085309,0.00004686906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565019,0.006880123,0.003855901,0.0002111852,0.0001856798,0.000260081,0.001289721,0.0002360997,0.03057927],"genre_scores_gemma":[0.9826048,0.001926456,0.006314069,0.0001657843,0.00009743815,0.0001061612,0.002379483,0.00005318198,0.006352584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006633093,"threshold_uncertainty_score":0.01613086,"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."}}