{"id":"W2969432024","doi":"10.11646/zootaxa.4658.3.3","title":"Demosponges from the sublittoral and shallow-circalittoral (&amp;lt;24m depth) Antarctic Peninsula with a description of four new species and notes on &lt;br /&gt;in situ identification characteristics","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huntsman Marine Science Centre; University of New Brunswick","funders":"","keywords":"Biology; Sponge; Scuba diving; Peninsula; Ecology; Biodiversity; Habitat; Oceanography; Zoology; Botany","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":[0.0001154771,0.0007007956,0.0002507169,0.00219086,0.0008904235,0.0002923665,0.0004517141,0.0001669422,0.006873963],"category_scores_gemma":[0.0001215859,0.0002347747,0.0002238279,0.002506381,0.0003617647,0.0003071065,0.000768375,0.0002715694,0.00266927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896378,"about_ca_system_score_gemma":0.0003588278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380539,"about_ca_topic_score_gemma":0.06556242,"domain_scores_codex":[0.9999197,0.000007347726,0.00001297939,0.00001893936,0.00002356323,0.00001741541],"domain_scores_gemma":[0.9998605,0.00001495506,0.00004914452,0.00001609953,0.00002565756,0.00003370272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005239776,0.0001310745,0.6310268,0.001099508,0.0001583583,0.004479342,0.01418919,0.0003906431,0.04224377,0.0007386775,0.008286403,0.2967322],"study_design_scores_gemma":[0.000009436435,0.0001180497,0.9287246,0.00006272113,0.00002394051,0.001723153,0.002481314,0.00008132718,0.000870758,0.00009152035,0.06580144,0.00001175406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281619,0.003834565,0.001573398,0.0001789621,0.0000621259,0.0007534608,0.01674246,0.0001185033,0.04857477],"genre_scores_gemma":[0.9365771,0.003499659,0.009891667,0.0004755305,0.00007178752,0.0005959996,0.0174033,0.00004577641,0.03143916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380539,"threshold_uncertainty_score":0.02745008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346389616912713,"score_gpt":0.2311818493137483,"score_spread":0.2077179531446212,"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."}}