{"id":"W6893453293","doi":"10.5281/zenodo.16876125","title":"Capnura manitoba","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foothills; West virginia; Fauna; Habitat; Appalachian Region; STREAMS","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":[0.0001942218,0.000746783,0.0002476273,0.001428526,0.003301434,0.0009091538,0.001088635,0.0003272032,0.02862902],"category_scores_gemma":[0.0004146787,0.000272555,0.0001675506,0.00151811,0.0004533121,0.0003765734,0.0009868903,0.0004679329,0.003510254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00356487,"about_ca_system_score_gemma":0.006002938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6209148,"about_ca_topic_score_gemma":0.8733124,"domain_scores_codex":[0.9998455,0.00001341712,0.000005709257,0.00003754164,0.00004566211,0.00005213976],"domain_scores_gemma":[0.9997591,0.00001390397,0.00003924409,0.00001393731,0.0001214538,0.00005231051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000260403,0.0002727832,0.2008416,0.001571934,0.00007433988,0.005530665,0.01004963,0.0005399354,0.01939261,0.01313366,0.1358416,0.6124908],"study_design_scores_gemma":[0.00001368369,0.00009051691,0.2468052,0.0007052746,0.00004575059,0.001626623,0.003719662,0.0002979134,0.000855614,0.0005701173,0.7452376,0.00003192974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2262211,0.03005287,0.001953434,0.002547863,0.0007302981,0.0008350867,0.007811811,0.0006075472,0.72924],"genre_scores_gemma":[0.7156224,0.0159331,0.008700243,0.003346246,0.0002211127,0.0004059053,0.00581733,0.0001143093,0.2498393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6209148,"threshold_uncertainty_score":0.7626354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749186645061039,"score_gpt":0.2006927044300629,"score_spread":0.1832008379794525,"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."}}