{"id":"W4385213211","doi":"10.11646/zootaxa.5319.2.11","title":"Validation of Anablepsoides origuelai, Nielsen &amp; Veiga (Cyprinodontiformes: Rivulidae) from rio Tapajós drainage, Amazon basin, Brazil","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"QUAD Engineering (Canada)","funders":"","keywords":"Cyprinodontiformes; Amazon basin; Biology; Amazon rainforest; Fishery; Zoology; Ecology; Fish <Actinopterygii>","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":[0.001178017,0.0007331955,0.0006052612,0.002297189,0.002115252,0.0007847684,0.001186295,0.000640508,0.002285091],"category_scores_gemma":[0.003846346,0.0003434021,0.0004879252,0.001378414,0.001191859,0.0008698157,0.001414821,0.0005743043,0.001037925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007365173,"about_ca_system_score_gemma":0.0009242222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04360414,"about_ca_topic_score_gemma":0.1198304,"domain_scores_codex":[0.9990782,0.0001388902,0.0001220368,0.0002576134,0.0003050108,0.00009818484],"domain_scores_gemma":[0.9974704,0.0002761652,0.0005862273,0.0001853244,0.001251148,0.0002308362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000297598,0.0001861114,0.8261527,0.001047395,0.0001287136,0.002300214,0.01009601,0.0002007812,0.06676279,0.0004458287,0.001858703,0.09052323],"study_design_scores_gemma":[0.00001736903,0.0002437112,0.9569619,0.0004659049,0.0001365531,0.002435379,0.008521616,0.0003982704,0.005442818,0.0002537645,0.02509382,0.00002911007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785953,0.002882761,0.00253186,0.0004671667,0.0002167066,0.0003711092,0.002036501,0.00005454988,0.01284406],"genre_scores_gemma":[0.9917046,0.0007551115,0.004692714,0.0001786326,0.00002632767,0.0001762504,0.001384262,0.00001878129,0.001063294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04360414,"threshold_uncertainty_score":0.08670068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145850343519884,"score_gpt":0.2626142826176766,"score_spread":0.2411557791824777,"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."}}