{"id":"W4386795919","doi":"10.1002/dvg.23548","title":"Diversity and distribution of ascidians","year":2023,"lang":"en","type":"letter","venue":"genesis","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Molecular taxonomy; Biodiversity; Biogeography; Ecology; Taxonomy (biology); Biology; Phylogenetics","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":[0.0003877732,0.0001762389,0.0002280953,0.002485996,0.0006310254,0.0007675856,0.0002330221,0.0002365062,0.00303007],"category_scores_gemma":[0.001090585,0.000129731,0.0002038917,0.002310217,0.0005994393,0.0004949921,0.0007973566,0.000334599,0.0005592009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004717897,"about_ca_system_score_gemma":0.0002234198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236618,"about_ca_topic_score_gemma":0.006488847,"domain_scores_codex":[0.99959,0.00006507892,0.00004148607,0.0001445725,0.0001142957,0.0000446423],"domain_scores_gemma":[0.9993458,0.00008953695,0.00018183,0.00003967582,0.0001646775,0.0001785217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002275699,0.0000208174,0.9111938,0.0002340633,0.0001219391,0.0003229151,0.004411076,0.0001870294,0.01442376,0.001228971,0.001557855,0.06607026],"study_design_scores_gemma":[0.000002944579,0.00005112555,0.9944712,0.00002712362,0.00001075757,0.0004329101,0.0008349039,0.0001039279,0.0002537481,0.0002415179,0.003561489,0.000008358522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857007,0.003130874,0.0005766632,0.0002527663,0.00001980793,0.00002251494,0.001143869,0.00004220376,0.009110465],"genre_scores_gemma":[0.9959169,0.00117308,0.0008280783,0.00004304051,0.00002164737,0.00001307767,0.0006661637,0.000007834201,0.00133014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004236618,"threshold_uncertainty_score":0.01013654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799786367873103,"score_gpt":0.1903907014197415,"score_spread":0.1723928377410104,"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."}}