{"id":"W6968549589","doi":"10.5281/zenodo.16876133","title":"Paracapnia opis","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":"STREAMS; West virginia; Historical record; Period (music); Hydrology (agriculture); Dry season","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":[0.0001068699,0.0006661082,0.0002270949,0.00103069,0.001405558,0.0004693998,0.0004547171,0.0003708931,0.01085923],"category_scores_gemma":[0.0003571378,0.0002014898,0.0001773397,0.0005321912,0.0005323688,0.0008826711,0.001020361,0.000621418,0.002287235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292018,"about_ca_system_score_gemma":0.0003848127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007522341,"about_ca_topic_score_gemma":0.02646172,"domain_scores_codex":[0.9998209,0.00001446358,0.0000111008,0.00004770612,0.00007276917,0.00003306846],"domain_scores_gemma":[0.9997454,0.00002377381,0.0001088576,0.00001929949,0.0000651826,0.00003752808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006749325,0.0004587453,0.196213,0.001593993,0.0001555259,0.00483878,0.00298438,0.0009232094,0.07439164,0.008171911,0.04993452,0.6596594],"study_design_scores_gemma":[0.00003611565,0.0005733984,0.6627815,0.0004200544,0.00008165398,0.008601801,0.001876982,0.001025099,0.007463822,0.00187274,0.3152059,0.00006090127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4591212,0.006893453,0.004739712,0.0006858086,0.000595282,0.0004620396,0.003955758,0.0004008577,0.523146],"genre_scores_gemma":[0.9655953,0.001529967,0.001885184,0.0007096881,0.0001778983,0.0001027945,0.001230399,0.00003345413,0.0287353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01085923,"threshold_uncertainty_score":0.03632772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164701883668123,"score_gpt":0.2080513049811807,"score_spread":0.1915811166143684,"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."}}