{"id":"W2752301508","doi":"10.11646/zootaxa.4317.1.6","title":"Brazilian Pseudochironomini (Diptera: Chironomidae) Part 1. New Pseudochironomus Malloch from highlands","year":2017,"lang":"en","type":"article","venue":"Zootaxa","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"Instituto Chico Mendes de Conservação da Biodiversidade; Instituto Nacional de Pesquisas da Amazônia; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Biology; Chironomidae; DNA barcoding; Atlantic forest; Amazon rainforest; Zoology; Adult male; Ecology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000138059,0.0003394606,0.0003702005,0.00003907016,0.001038253,0.0003048104,0.001445186,0.0002033694,0.05068238],"category_scores_gemma":[0.00003523542,0.0003411278,0.0001639641,0.00003921883,0.0004944349,0.0007851089,0.001119582,0.0002479556,0.01805559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826972,"about_ca_system_score_gemma":0.00002972244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168629,"about_ca_topic_score_gemma":0.01272361,"domain_scores_codex":[0.997973,0.00004690968,0.0003127906,0.0007880894,0.0001943214,0.0006848419],"domain_scores_gemma":[0.9979721,0.00003328128,0.0002762334,0.001268047,0.000004305117,0.0004460372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406471,0.0001384011,0.8262174,0.000004430025,0.00007776658,0.00006974514,0.0006375804,0.0003054608,0.0003170222,0.0002324358,0.1349049,0.03695422],"study_design_scores_gemma":[0.001371233,0.0001051144,0.5609065,0.000008950487,0.00004625321,0.000006838454,0.00004412855,0.001124874,0.0007862567,0.0006917859,0.434429,0.0004790734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398043,0.00003421103,0.0001619481,0.002243126,0.001289044,0.000200448,0.00004983745,0.00008765411,0.05612943],"genre_scores_gemma":[0.9802731,0.00002507306,0.001791988,0.001027514,0.0005567361,0.000009846139,0.00007741489,0.00003075536,0.01620754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2995241,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448863545086907,"score_gpt":0.2109674421858827,"score_spread":0.1964788067350136,"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."}}