{"id":"W4411938799","doi":"10.1071/is24101","title":"The phylogeny and systematics of the Costellariidae (Caenogastropoda: Turbinelloidea) revisited","year":2025,"lang":"en","type":"article","venue":"Invertebrate Systematics","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Systematics; Caenogastropoda; Systematic Entomology; PhyloCode; Phylogenetics; Zoology; Taxonomy (biology); Evolutionary biology; Cladistics; Biology; Mollusca; Genetics","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":[0.0012667,0.0002494772,0.0005143594,0.00003490798,0.0006329992,0.00007077661,0.0007019501,0.0001773897,0.0002145692],"category_scores_gemma":[0.0003487821,0.0001308743,0.000116544,0.0005718677,0.0007417892,0.00009098605,0.0005034523,0.0002322026,0.000297928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419556,"about_ca_system_score_gemma":0.00005081949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005940982,"about_ca_topic_score_gemma":0.0002036705,"domain_scores_codex":[0.9974216,0.0005924297,0.0009986405,0.0002682325,0.0003880399,0.0003310707],"domain_scores_gemma":[0.9979855,0.0004297286,0.000557969,0.0009053668,0.00005763051,0.00006378919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007080068,0.0004857616,0.7351572,0.01509553,0.0009080213,0.00002743377,0.003553808,0.0006732504,0.03918854,0.08631263,0.1155309,0.00299611],"study_design_scores_gemma":[0.006292944,0.0007651013,0.3007859,0.01617208,0.004841048,0.0004671241,0.01615232,0.5554614,0.0431749,0.0464235,0.006652907,0.002810775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724233,0.0007237105,0.001945945,0.001088985,0.001300501,0.003219902,0.00002600411,0.00006408352,0.01920759],"genre_scores_gemma":[0.9912074,0.00003019829,0.0004082884,0.0004759027,0.00001811865,0.00004438923,0.000002161373,0.00001591988,0.007797591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547881,"threshold_uncertainty_score":0.53369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007763417439132937,"score_gpt":0.2166449487029333,"score_spread":0.2088815312638004,"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."}}