{"id":"W2187058941","doi":"10.11646/zootaxa.2726.1.2","title":"Procladius Skuse from Lake Winnipeg, Manitoba, Canada, with keys to some females and immature stages of the genus (Diptera: Chironomidae)","year":2010,"lang":"en","type":"article","venue":"Zootaxa","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Chironomidae; Nearctic ecozone; Pupa; Larva; Instar; Ecology; Zoology; Genus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004530306,0.0001279141,0.000142203,0.00001386661,0.0001657025,0.00002492656,0.0003197206,0.00007082894,0.001153751],"category_scores_gemma":[0.00001018466,0.00008704608,0.00002044931,0.00006633149,0.0002370109,0.0001373031,0.0002965686,0.0001861758,0.00006601703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004725326,"about_ca_system_score_gemma":0.00003968674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4045819,"about_ca_topic_score_gemma":0.9939967,"domain_scores_codex":[0.9992387,0.00002265019,0.0001001236,0.0002523837,0.0001544644,0.0002317186],"domain_scores_gemma":[0.99953,0.00001994036,0.00006588375,0.0002690408,0.000005858846,0.0001093028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006001164,0.00002961971,0.9863957,0.000009256597,0.00002452694,0.00002317721,0.0005829987,0.0001274953,0.003571902,0.00003851114,0.007599581,0.001537258],"study_design_scores_gemma":[0.0002590611,0.00005038204,0.8991197,0.00000694254,0.00001817329,0.000006462296,0.0001660989,0.00003399747,0.005995234,0.00003507521,0.09416869,0.0001402054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976692,0.00002378419,0.000001980273,0.001079802,0.000236517,0.000216175,0.0001721304,0.00001060979,0.0005898162],"genre_scores_gemma":[0.9977505,0.000002537852,0.0003581389,0.0009213302,0.00004518857,0.000005474553,0.000009166253,0.000008806094,0.0008989175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5894148,"threshold_uncertainty_score":0.9997593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006312623474948758,"score_gpt":0.1625864342623577,"score_spread":0.1562738107874089,"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."}}