{"id":"W4327947067","doi":"10.1139/cjz-2022-0150","title":"A new species of <i>Cambeva</i> (Siluriformes: Trichomycteridae) from an area of high anthropogenic impacts in the headwaters of Rio Iguaçu, Southern Brazil","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Structural basin; Paleontology; Anatomy","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":[0.0001511117,0.0007167797,0.0004455742,0.001498187,0.0021116,0.0005518734,0.001029136,0.000931651,0.002991199],"category_scores_gemma":[0.000521154,0.0002957391,0.0002455239,0.0008719188,0.001484223,0.0006563159,0.001343476,0.0006378313,0.0005829253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935794,"about_ca_system_score_gemma":0.0004394054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006,"about_ca_topic_score_gemma":0.06041652,"domain_scores_codex":[0.9998509,0.0000178917,0.00001083432,0.0000532205,0.00003754167,0.00002958395],"domain_scores_gemma":[0.9998254,0.00003195158,0.00006279928,0.00001365861,0.00002496711,0.00004122588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001137075,0.0002719576,0.4001457,0.001577381,0.0001876435,0.02327626,0.0274864,0.0005465581,0.1582598,0.001938188,0.005888349,0.3792846],"study_design_scores_gemma":[0.00006105553,0.0006193371,0.932468,0.0004313255,0.00008797968,0.01668625,0.00590432,0.0005987944,0.001072587,0.0004663615,0.04155641,0.0000475745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800475,0.002821078,0.0009155222,0.0002532576,0.00009193461,0.0001861159,0.0002505356,0.0001043327,0.0153297],"genre_scores_gemma":[0.9934554,0.001007116,0.003112418,0.0003539412,0.00005231208,0.0001416087,0.0003624644,0.00001240264,0.001502414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006,"threshold_uncertainty_score":0.03988647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167020936412907,"score_gpt":0.239698886269932,"score_spread":0.2229967926286414,"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."}}