{"id":"W4210879509","doi":"10.11646/zootaxa.5094.4.5","title":"A new species of Trimma (Pisces: Gobiidae) from the deep reefs of Palau, western Pacific Ocean","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Biology; Pacific ocean; Reef; Anatomy; Fish fin; Oceanography; Paleontology; Deep sea; Simple eye in invertebrates; Trench; Cheek; Fishery; Geology; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434212,0.0006916681,0.0004213174,0.002364644,0.002855965,0.0004795636,0.0007202838,0.0006499828,0.005245217],"category_scores_gemma":[0.0004832547,0.0004629439,0.0002833126,0.001096672,0.001015608,0.0008921229,0.001612614,0.0006696102,0.0009302598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007188404,"about_ca_system_score_gemma":0.0006657737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397525,"about_ca_topic_score_gemma":0.09580016,"domain_scores_codex":[0.999866,0.00001040008,0.00001478455,0.00005201334,0.00003277163,0.00002395023],"domain_scores_gemma":[0.9997721,0.00003330557,0.00005418849,0.00002748049,0.00003286993,0.00008000227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009341242,0.0002827417,0.5921257,0.001068201,0.0001966496,0.01292705,0.02663608,0.0002922588,0.07764494,0.0007363273,0.00297719,0.2841788],"study_design_scores_gemma":[0.0000545497,0.0005761831,0.964911,0.0002068925,0.00009265696,0.008899111,0.004810893,0.0003005667,0.0006809645,0.0002072827,0.01923067,0.00002926964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916812,0.001369988,0.0007001747,0.0001612783,0.00005495816,0.0001513486,0.000367845,0.0000837812,0.005429511],"genre_scores_gemma":[0.9898552,0.001022471,0.004242781,0.0005202098,0.00005649024,0.0002444624,0.0009911217,0.00001406054,0.003053259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397525,"threshold_uncertainty_score":0.04767138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100903265971628,"score_gpt":0.2017514874061363,"score_spread":0.19074245474642,"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."}}