{"id":"W4404833017","doi":"10.11646/zootaxa.5541.4.7","title":"Three new species of Demidospermus (Monopisthocotyla: Dactylogyridae) parasitizing Ageneiosus inermis (Siluriformes: Auchenipteridae) from western Amazon, Brazil","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransAlta (Canada)","funders":"","keywords":"Biology; Fauna; Amazon rainforest; Sucker; Ecology; Zoology","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":[0.0001655962,0.0004740217,0.0002965191,0.001355477,0.001271071,0.000321058,0.0003823921,0.0003192626,0.001172134],"category_scores_gemma":[0.0003306845,0.0002710091,0.0002626394,0.0005912904,0.0008197341,0.0004860577,0.0008219644,0.0002888498,0.0002324383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491328,"about_ca_system_score_gemma":0.0004035127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006879541,"about_ca_topic_score_gemma":0.02945575,"domain_scores_codex":[0.9998199,0.00001401964,0.00002212006,0.00007328865,0.00003737771,0.00003324499],"domain_scores_gemma":[0.9998141,0.00002451683,0.00006864533,0.00002030646,0.00001994219,0.0000526053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005479369,0.0001977163,0.7862617,0.0005214873,0.00009278041,0.004146581,0.0137918,0.0002338542,0.0771284,0.0006283071,0.0003797573,0.1160697],"study_design_scores_gemma":[0.00001589205,0.0002817604,0.9876001,0.00005563674,0.00003895823,0.003323347,0.001899974,0.0001745261,0.00134327,0.0002000228,0.005052323,0.00001418989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972405,0.0004225391,0.0002901173,0.00002000279,0.000008194657,0.00005498992,0.0001190239,0.000009600319,0.001834893],"genre_scores_gemma":[0.9967806,0.0003396817,0.001850738,0.00006091685,0.000007681817,0.00003505404,0.000227594,0.000001904087,0.0006957056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006879541,"threshold_uncertainty_score":0.01367897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093871964015953,"score_gpt":0.3023566832302843,"score_spread":0.2814179635901248,"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."}}