{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007044435,0.00007793993,0.0001208116,0.00001503848,0.0003884317,0.000002059535,0.000127603,0.0002170495,0.001561317],"category_scores_gemma":[0.00003194635,0.00007541946,0.00004001256,0.000083996,0.0002242317,0.00003325596,0.002004296,0.0001388152,0.0002184333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629063,"about_ca_system_score_gemma":0.000002904508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183506,"about_ca_topic_score_gemma":0.0001931369,"domain_scores_codex":[0.9994705,0.00002911717,0.00007435834,0.0001786943,0.0001186719,0.0001286616],"domain_scores_gemma":[0.9997475,0.00005408145,0.00005412276,0.0001239427,0.000004134074,0.00001624991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[8.74991e-7,0.000002245263,0.2510858,0.00001436091,0.000008348929,0.00001618037,0.00006334123,0.000002017648,0.00001456859,0.000002222995,0.7485075,0.0002825714],"study_design_scores_gemma":[0.00002700092,0.00001413179,0.6351339,0.000001946358,0.00002038199,0.000001249471,0.000006804043,0.000002336194,0.00008039419,0.0001447954,0.3645076,0.00005944572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8000156,0.00004156236,0.00005138732,0.1939332,0.0004692277,0.000157342,0.0002202267,0.00004908849,0.005062394],"genre_scores_gemma":[0.4209686,0.001431233,0.0002062167,0.4357171,0.0024464,0.00004810651,0.001802902,0.00008281544,0.1372966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3840482,"threshold_uncertainty_score":0.9993514,"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."}}