{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623396,0.0002804293,0.000142183,0.0004655314,0.0007556537,0.0005349187,0.00050388,0.0004581091,0.001581584],"category_scores_gemma":[0.0003483865,0.0001619071,0.0001748618,0.0003419588,0.001111919,0.0004673713,0.0007021601,0.0004398769,0.0003529938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915224,"about_ca_system_score_gemma":0.0004862508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008137241,"about_ca_topic_score_gemma":0.02729304,"domain_scores_codex":[0.9998749,0.00001341572,0.000005895305,0.00005574819,0.00002343724,0.00002660311],"domain_scores_gemma":[0.9997627,0.00002688821,0.00009216851,0.00002177355,0.00004543654,0.00005109161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007886998,0.0002056926,0.2991139,0.0004048488,0.0000992629,0.001444352,0.006904712,0.0006891933,0.5328349,0.002552372,0.000664497,0.1542975],"study_design_scores_gemma":[0.00001506684,0.0001909852,0.9841735,0.00004234213,0.00003686359,0.001828727,0.0009768442,0.0006749275,0.004595264,0.0002195654,0.007222883,0.00002306011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964945,0.0004678261,0.0002915074,0.00003920553,0.00000653837,0.000008582821,0.00005276295,0.00001117355,0.00262786],"genre_scores_gemma":[0.9962999,0.0005550839,0.001196555,0.00007943784,0.0000104939,0.00001109929,0.0001335659,0.00001902832,0.001694945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008137241,"threshold_uncertainty_score":0.01617974,"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."}}