{"id":"W4392386308","doi":"10.1139/cjz-2023-0132","title":"Expect the unexpected: a new species of killifish from a highly stochastic temporary wetland near Iguazú Falls (Cyprinodontiformes: Rivulidae)","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación","keywords":"Cyprinodontiformes; Biology; Ecoregion; Ecology; Killifish; Endemism; Wetland; Habitat; Gambusia; Zoology; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008464791,0.0002926942,0.0002383535,0.0005226536,0.0009403488,0.0003002681,0.0003183863,0.0003488807,0.001440586],"category_scores_gemma":[0.0002050341,0.0001274564,0.0001289359,0.0002778585,0.0006816315,0.0004068346,0.0006714365,0.0003846089,0.0002730612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632847,"about_ca_system_score_gemma":0.000181352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008390846,"about_ca_topic_score_gemma":0.04944036,"domain_scores_codex":[0.9999301,0.000004668375,0.000004173824,0.00003200519,0.00001315363,0.00001589155],"domain_scores_gemma":[0.9998881,0.00001037603,0.00004486512,0.00001183109,0.00001253019,0.00003241841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003209556,0.0001169058,0.8148509,0.0002240744,0.00008087161,0.009293227,0.009002668,0.0001705073,0.09453911,0.000415193,0.0008649164,0.07012067],"study_design_scores_gemma":[0.000008881192,0.0001791941,0.9814178,0.0000272863,0.00003481524,0.009122902,0.003124719,0.0001819282,0.0009903307,0.0001470001,0.004748375,0.00001683096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981444,0.0001239574,0.0002097403,0.00006626828,0.000009967073,0.00001126947,0.00004660623,0.00001028871,0.00137752],"genre_scores_gemma":[0.9980808,0.0001160263,0.0008093699,0.00009268836,0.0000130793,0.00001177575,0.0001258898,0.000004095964,0.0007461322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008390846,"threshold_uncertainty_score":0.016684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655166990535969,"score_gpt":0.2159376771528509,"score_spread":0.1993860072474912,"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."}}