{"id":"W4406640653","doi":"10.11646/zootaxa.5575.1.1","title":"Eleven new heteroscleromorph Demospongiae (Porifera), and a new record of the tetractinellid Ancorina corticata, from Walters Shoal, a shallow seamount on the Madagascar Ridge in the South West Indian Ocean (SWIO)","year":2025,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Seamount; Biology; Shoal; Ecology; Octocorallia; Sponge; Photic zone; Ridge; Oceanography; Fishery; Cnidaria; Paleontology; Coral; Coelenterata; Geology; Phytoplankton","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":[0.0001292852,0.0004528033,0.000244068,0.0012191,0.0008260155,0.0006673574,0.0003103556,0.0003461208,0.001356314],"category_scores_gemma":[0.0003736905,0.0002493949,0.0002055171,0.001102383,0.0005029646,0.0005143824,0.0009104885,0.0004008338,0.0003829474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774071,"about_ca_system_score_gemma":0.0003296291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988916,"about_ca_topic_score_gemma":0.01495325,"domain_scores_codex":[0.999777,0.00001504667,0.00002912448,0.00008845932,0.00004846307,0.00004194405],"domain_scores_gemma":[0.9997348,0.00003867767,0.0001014582,0.00002315941,0.00004014691,0.00006180675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004990437,0.0001349615,0.6686154,0.0006525356,0.00007510299,0.00351615,0.0062836,0.0002021396,0.2278751,0.0001703436,0.0004839725,0.09149157],"study_design_scores_gemma":[0.00000678846,0.0002245118,0.980379,0.00004079257,0.00002341482,0.003282951,0.002036303,0.00009134414,0.002973916,0.00003479537,0.01089639,0.000009716474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995479,0.0005381466,0.0004375375,0.00002697236,0.00001691906,0.0000470557,0.0007795929,0.00001318679,0.00266157],"genre_scores_gemma":[0.9935989,0.0006351338,0.002089093,0.00007157265,0.00001968768,0.00004730771,0.001717443,0.000006846801,0.001814029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003988916,"threshold_uncertainty_score":0.007931411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648638700714063,"score_gpt":0.2329495758050387,"score_spread":0.2164631887978981,"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."}}