{"id":"W4411753973","doi":"10.1139/cjz-2025-0008","title":"Morphological variations and dysmorphic features in the sea cucumber <i>Cucumaria frondosa</i>","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Biology; Sea cucumber; Apostichopus japonicus; Ecology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001390825,0.000225663,0.0001596229,0.001294493,0.0003236157,0.0002727066,0.0002023917,0.0001777556,0.0006925515],"category_scores_gemma":[0.000319565,0.0001114855,0.0001858568,0.0004486495,0.0004312297,0.0001783322,0.000303293,0.0001562019,0.0001229858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431982,"about_ca_system_score_gemma":0.0001465334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376321,"about_ca_topic_score_gemma":0.02947937,"domain_scores_codex":[0.9998734,0.000009455958,0.00001403537,0.00004392795,0.00003197762,0.00002721134],"domain_scores_gemma":[0.9996985,0.00002195598,0.0001586122,0.00002334235,0.00004284336,0.00005473592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938378,0.00004192877,0.7443356,0.0001297436,0.00006823023,0.002150621,0.0006793772,0.0001952048,0.2332536,0.00006530274,0.0002211929,0.01866529],"study_design_scores_gemma":[5.783199e-7,0.00003053851,0.9983273,0.000002730486,0.00000357228,0.0006537493,0.00007920861,0.00004112719,0.0006541538,0.000003643842,0.0002006201,0.000002634667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991083,0.000188226,0.00005380113,0.000007866338,0.000001930121,0.000005863745,0.0001559755,0.000006919652,0.0004712209],"genre_scores_gemma":[0.9991158,0.0001040779,0.000219275,0.00001083846,0.000002395672,0.000004659513,0.0002267237,0.000002778912,0.0003134422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376321,"threshold_uncertainty_score":0.02736622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751484749263252,"score_gpt":0.2025175204237403,"score_spread":0.193766035674477,"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."}}