{"id":"W2553506973","doi":"10.15468/82sk2r","title":"Studies On The Plecoptera Of The Kootenay Lake Drainage: A Revisitation Of The Stoneflies From The Purcell Range, British Columbia, Canada","year":2010,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Geology; Archaeology; Oceanography; Paleontology; Ecology; Geography; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394485,0.001311237,0.001376923,0.008472174,0.002332591,0.001754226,0.002673077,0.000837613,0.01107786],"category_scores_gemma":[0.003949312,0.0008204639,0.0006786903,0.02800109,0.0005861684,0.0005697591,0.001951655,0.001137119,0.005531281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181654,"about_ca_system_score_gemma":0.03620736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880713,"about_ca_topic_score_gemma":0.995465,"domain_scores_codex":[0.9990059,0.00003147878,0.0000988307,0.0001652809,0.0004297299,0.0002688676],"domain_scores_gemma":[0.9956269,0.0002624108,0.0004014398,0.0003702438,0.002752186,0.0005868923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001403888,0.00003735714,0.041317,0.001537824,0.000190241,0.0001704173,0.0005256568,0.0006215659,0.0004716635,0.0005266169,0.936948,0.01751335],"study_design_scores_gemma":[0.0001094323,0.000009851293,0.4027824,0.001044167,0.0001465981,0.0001194583,0.001064467,0.0004052619,0.0004541964,0.0002267164,0.5935643,0.00007315245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004219498,0.0005136517,0.00005593531,0.00009005656,0.00001705683,0.00003202457,0.9932504,0.00007832731,0.001743156],"genre_scores_gemma":[0.009497244,0.0007615194,0.0003553904,0.00007999899,0.000007383039,0.0001188294,0.986614,0.00004011358,0.002525521],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0181654,"threshold_uncertainty_score":0.1317998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008498766502465376,"score_gpt":0.1699510114014587,"score_spread":0.1614522448989934,"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."}}