{"id":"W6924931275","doi":"10.15468/w8macu","title":"Taxonomic review of Hadromerida (Porifera, Demospongiae) from British Columbia, Canada, and adjacent waters, with the description of nine new species","year":2014,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological classification; Taxonomy (biology); Single specimen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003154091,0.0001199758,0.0004279074,0.000003527756,0.0001480532,0.00009447158,0.0002372888,0.00009394744,0.003087761],"category_scores_gemma":[0.000142773,0.00006433692,0.0000758053,0.0001571488,0.0001752473,0.0001613918,0.0000913788,0.0000997465,0.00003196498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008699577,"about_ca_system_score_gemma":0.00006314527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9476525,"about_ca_topic_score_gemma":0.8593177,"domain_scores_codex":[0.9988158,0.0001642852,0.0004013741,0.0001533131,0.0003360372,0.0001292172],"domain_scores_gemma":[0.9990596,0.0001030219,0.0004438762,0.0001089571,0.0001787148,0.0001058142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002653382,0.000009007434,0.0119562,0.0002568339,0.00004888582,6.314556e-7,0.000003558112,8.861408e-7,0.000003012312,1.007245e-7,0.9798415,0.00785285],"study_design_scores_gemma":[0.00008998078,0.00006504187,0.1946445,0.00009271256,0.0001423568,0.000001950623,0.0000855605,4.967586e-7,0.000004068822,0.000001457663,0.8047633,0.0001086025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1071436,0.0002261359,0.00002547915,0.000362621,0.00005441584,0.0001866785,0.8919733,0.000004141102,0.000023667],"genre_scores_gemma":[0.001474199,0.001562463,0.00007095726,0.0006956133,0.000008125699,0.00000105262,0.9961729,2.559347e-8,0.00001465853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1826883,"threshold_uncertainty_score":0.9978235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812903519772706,"score_gpt":0.1776622655188721,"score_spread":0.159533230321145,"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."}}