{"id":"W2965839454","doi":"10.11646/zootaxa.4651.1.8","title":"The eastern Pacific species of Salmoneus Holthuis, 1955, with description of a remarkable new species from Las Perlas Archipelago, Panama  (Malacostraca: Decapoda: Alpheidae)","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Smithsonian Tropical Research Institute; Universidade de São Paulo; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Panama; Archipelago; Biology; Malacostraca; Tropical Eastern Pacific; Cape verde; Genus; Caridea; Decapoda; Carapace; Ecology; Fishery; Zoology; Crustacean; Oceanography; Pacific ocean","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002555287,0.0001954439,0.0003217097,0.00003322809,0.0001281662,0.00002580415,0.0003813435,0.0001325124,0.005561613],"category_scores_gemma":[0.00005166561,0.0001312994,0.00008601924,0.000173362,0.0007028565,0.000161264,0.0001803809,0.000209706,0.0007231637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694539,"about_ca_system_score_gemma":0.00004177235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547995,"about_ca_topic_score_gemma":0.005352587,"domain_scores_codex":[0.9985229,0.0001123796,0.0003487228,0.0003767271,0.0002526149,0.0003866852],"domain_scores_gemma":[0.9988349,0.0002556198,0.0002962355,0.0005033468,0.00001628685,0.00009362129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005041526,0.00008097926,0.9727888,0.00001243812,0.00005334359,0.000006047256,0.001270637,0.00019196,0.0189411,0.000350678,0.003860913,0.001938936],"study_design_scores_gemma":[0.0006171577,0.0004200026,0.9088551,0.00003683853,0.00003256122,0.000009129159,0.003609782,0.0001824067,0.002774409,0.0003461454,0.08293165,0.0001848297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642616,0.0002377899,0.00008623535,0.0002573295,0.000238618,0.000293733,0.00002477151,0.00001788725,0.03458203],"genre_scores_gemma":[0.9539801,0.0001715293,0.0004678574,0.00003019007,0.00006752733,0.00000468386,0.00002110281,0.00001500134,0.04524196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07907074,"threshold_uncertainty_score":0.9953474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404228944475886,"score_gpt":0.1908477411496567,"score_spread":0.1768054517048979,"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."}}