{"id":"W4388320138","doi":"10.1016/b978-0-323-95377-1.00001-1","title":"An overview of taxonomic and morphological diversity in sea cucumbers (Holothuroidea: Echinodermata)","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Biology; Taxonomy (biology); Taxon; Clade; Phylogenetic tree; Echinoderm; Geography; Sea cucumber; Ecology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891274,0.000311389,0.0006757041,0.00004516655,0.0001889129,0.00001255045,0.0004279235,0.0007398547,0.0003824126],"category_scores_gemma":[0.00001827897,0.0001482733,0.0001454328,0.00002735908,0.0003781091,0.00005613772,0.0006691767,0.0004849855,0.00008305629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003229433,"about_ca_system_score_gemma":0.00001252788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008766255,"about_ca_topic_score_gemma":0.008294114,"domain_scores_codex":[0.9984803,0.0001113351,0.0003973368,0.0005787629,0.0001083761,0.0003238524],"domain_scores_gemma":[0.9992604,0.0002227358,0.0002375532,0.0001366839,0.00002726826,0.000115362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001094848,0.0000662843,0.1407622,0.000108645,0.00009654983,0.0003242558,0.0001666352,0.000002011003,0.002862284,0.01294249,0.0002232741,0.8423359],"study_design_scores_gemma":[0.001259612,0.002081238,0.6064543,0.0006077958,0.0002956591,0.0003258988,0.0001681184,0.0002143434,0.0002430909,0.1746391,0.2112028,0.002508065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6167516,0.001168539,7.518187e-8,0.000197355,0.0002067025,0.00043957,0.0002958124,0.00009759497,0.3808427],"genre_scores_gemma":[0.7735177,0.002771326,0.00006678096,0.0009035911,0.0001665915,0.00001851645,0.0002576966,0.00000811062,0.2222896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8398279,"threshold_uncertainty_score":0.6046409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08373342742095495,"score_gpt":0.2600689252795214,"score_spread":0.1763354978585664,"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."}}