{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009099118,0.001271535,0.001287188,0.01823208,0.002960219,0.00157084,0.002679454,0.000617725,0.01929492],"category_scores_gemma":[0.004428338,0.0004788406,0.0004976621,0.03150108,0.0007568579,0.0007615195,0.001791879,0.001097592,0.006842384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465009,"about_ca_system_score_gemma":0.04016026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473903,"about_ca_topic_score_gemma":0.9822122,"domain_scores_codex":[0.9989216,0.00005688551,0.00009749462,0.0001934831,0.0005279114,0.0002026112],"domain_scores_gemma":[0.9947024,0.000414159,0.0004398733,0.0002825903,0.003687576,0.0004733946],"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":[0.00008008953,0.00001401548,0.01064675,0.004476087,0.00009365862,0.0001056076,0.0005362324,0.0003268206,0.0004446918,0.0007430724,0.9541121,0.02842081],"study_design_scores_gemma":[0.00002712681,0.000005134782,0.05926815,0.001871759,0.00009544048,0.00007077264,0.0007054115,0.0001344365,0.0002651595,0.0002826285,0.9372349,0.00003905829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001842408,0.001940159,0.0001231034,0.0001363481,0.00003151475,0.00003426513,0.9921919,0.000149995,0.003550277],"genre_scores_gemma":[0.008996241,0.003064054,0.001511308,0.0001087775,0.00001408785,0.0002346854,0.982226,0.000100294,0.003744568],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05260968,"threshold_uncertainty_score":0.1062943,"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."}}