{"id":"W4387435501","doi":"10.7717/peerj.15854","title":"Replacing mechanical protection with colorful faces–twice: parallel evolution of the non-operculate marine worm-snail genera <i>Thylacod</i>es (Guettard, 1770) and <i>Cayo</i> n. gen. (Gastropoda: Vermetidae)","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"National Science Foundation","keywords":"Biology; Operculum (bryozoa); Type locality; Gastropoda; Zoology; Genus; Ecology","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":[0.0009536548,0.0001830762,0.0002776995,0.00009850822,0.0004333387,0.00002995603,0.0002541791,0.0001805382,0.0005647465],"category_scores_gemma":[0.0001032118,0.0001162772,0.00006332921,0.0005093077,0.0002894102,0.0001458988,0.0001540109,0.0003898342,0.0001186413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002025053,"about_ca_system_score_gemma":0.0001084524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272399,"about_ca_topic_score_gemma":0.008824089,"domain_scores_codex":[0.9983255,0.0002095694,0.0002665936,0.0004350369,0.0002770895,0.0004861544],"domain_scores_gemma":[0.9992845,0.0001084912,0.0001169834,0.0002981199,0.00008235607,0.0001095383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006514592,0.00001882281,0.9876469,0.00006063724,0.00007320346,0.0000137257,0.0001059251,0.003854986,0.002813301,0.00005681098,0.0007796786,0.003924503],"study_design_scores_gemma":[0.000595284,0.0005782357,0.9681616,0.0000147854,0.00003288031,0.00007132642,0.0001628111,0.02794352,0.0005110065,0.000259941,0.001521104,0.0001474635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966091,0.00007778027,0.000176353,0.001338387,0.0002546505,0.0005858476,0.00002201771,0.00006382947,0.0008720661],"genre_scores_gemma":[0.9977583,0.00008954515,0.0003564688,0.00007355621,0.0001026712,0.00002130955,0.00006985163,0.000006922326,0.001521324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408854,"threshold_uncertainty_score":0.6183578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120455005724831,"score_gpt":0.2039664760407878,"score_spread":0.1927619259835395,"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."}}