{"id":"W4383314982","doi":"10.11646/zootaxa.5315.2.1","title":"A new species of the fish louse genus Dipteropeltis Calman, 1912 (Crustacea: Branchiura) from Peru","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic","funders":"","keywords":"Biology; Genus; Carapace; Zoology; Crustacean; Shrimp; Fishery; Ecology","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":[0.0001832524,0.0004617203,0.0003505072,0.001169194,0.001224539,0.0006056565,0.0005450181,0.0007129833,0.002574338],"category_scores_gemma":[0.0005655597,0.0003273907,0.0002172375,0.0006751884,0.000882125,0.0009122347,0.001173254,0.0005733173,0.0005434604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328143,"about_ca_system_score_gemma":0.0003052887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362566,"about_ca_topic_score_gemma":0.01557135,"domain_scores_codex":[0.9998342,0.00001956892,0.0000185476,0.00007055633,0.00003251649,0.00002450026],"domain_scores_gemma":[0.9997503,0.0000483787,0.00008711489,0.0000258065,0.00004561293,0.00004267936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004858758,0.0002178557,0.5623623,0.001738175,0.0001916947,0.02238615,0.01608455,0.0003307301,0.1031267,0.0009846104,0.003697055,0.2883943],"study_design_scores_gemma":[0.00005713337,0.0005922549,0.9297671,0.0003066904,0.0001337574,0.02135933,0.003931713,0.0005160214,0.00149098,0.0004661981,0.04133211,0.00004678516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850611,0.003513548,0.001599936,0.0003199927,0.00006766873,0.0001420411,0.0003395724,0.0001136052,0.008842521],"genre_scores_gemma":[0.9923854,0.001245438,0.003358462,0.0004267811,0.0000717811,0.0001108419,0.0006611338,0.00001113008,0.00172892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004362566,"threshold_uncertainty_score":0.008674324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204494994163513,"score_gpt":0.2276577064440395,"score_spread":0.2072082070276882,"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."}}