{"id":"W2162023741","doi":"10.11646/zootaxa.3884.4.5","title":"A new species of Limatulichthys Isbrücker &amp;amp; Nijssen (Loricariidae, Loricariinae) from the western Guiana Shield ","year":2014,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"Division of Environmental Biology; Office of International Science and Engineering; National Geographic Society","keywords":"Snout; Biology; Loricariidae; Spots; Dorsum; Anatomy; Botany; Fishery","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":[0.0001576595,0.0004606527,0.0003483079,0.001932037,0.00132957,0.000478757,0.0005943258,0.0004088022,0.002207632],"category_scores_gemma":[0.000409587,0.0002822067,0.0001928725,0.001097592,0.001501046,0.0004909402,0.00105435,0.0003739106,0.0003990753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007975586,"about_ca_system_score_gemma":0.0003872654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01604743,"about_ca_topic_score_gemma":0.05927909,"domain_scores_codex":[0.9998715,0.00001618434,0.00001169259,0.00005644566,0.00002473684,0.00001941612],"domain_scores_gemma":[0.9997707,0.00005128935,0.00009233016,0.00003002795,0.00002412369,0.00003149904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008599092,0.0001813593,0.5691853,0.0007720948,0.0001690427,0.005843965,0.0164302,0.0006266064,0.05807059,0.0009772851,0.001991712,0.344892],"study_design_scores_gemma":[0.00003175873,0.0002600541,0.9816996,0.0001128551,0.00007822267,0.00397982,0.001905299,0.0004394451,0.0004153458,0.0002281335,0.01082269,0.00002675264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905595,0.001788762,0.0005890144,0.0000686103,0.00003275315,0.0000478142,0.0001342217,0.00006995672,0.006709315],"genre_scores_gemma":[0.9967594,0.0004666513,0.001495803,0.00009808886,0.00002355323,0.00005350145,0.0002842402,0.000005403511,0.0008133166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604743,"threshold_uncertainty_score":0.03190804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827996523852469,"score_gpt":0.2456926193251209,"score_spread":0.2174126540865962,"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."}}