{"id":"W3038748099","doi":"10.3897/zookeys.946.51373","title":"A new species of the cave-fish genus Lucifuga (Ophidiiformes, Bythitidae), from eastern Cuba","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cave; Biology; Genus; Phylogenetic tree; Zoology; DNA barcoding; Species complex; Ecology; Gene","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":[0.0001064451,0.0003158025,0.0001878459,0.001013309,0.001241444,0.0003841322,0.0002718893,0.0002445816,0.001076746],"category_scores_gemma":[0.0002422945,0.0001176734,0.0001280094,0.0004533489,0.000587857,0.0002883226,0.0006631912,0.0002383391,0.0001504043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005746777,"about_ca_system_score_gemma":0.0006176058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03840617,"about_ca_topic_score_gemma":0.1136987,"domain_scores_codex":[0.9999224,0.000007269217,0.000006638756,0.00003140363,0.00001519647,0.00001712766],"domain_scores_gemma":[0.999923,0.000009477697,0.00002744448,0.000005646087,0.00001576565,0.00001872467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007161671,0.0001234608,0.5315765,0.001092504,0.0001063589,0.008474193,0.01570919,0.0002841106,0.1410513,0.002566597,0.00302061,0.295279],"study_design_scores_gemma":[0.00002103409,0.0001694507,0.9613582,0.0001750973,0.00006362544,0.009342725,0.003206687,0.0003242681,0.001057383,0.0003509797,0.02390073,0.00002981143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892036,0.002132781,0.0007833677,0.0001104831,0.0000384252,0.0000627159,0.000225937,0.00007088083,0.007371776],"genre_scores_gemma":[0.9951335,0.0006296497,0.002356397,0.0001180198,0.00001781082,0.00005159479,0.0004222628,0.000008220991,0.001262599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03840617,"threshold_uncertainty_score":0.07636523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415089302502575,"score_gpt":0.2143064585323456,"score_spread":0.1901555655073199,"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."}}