{"id":"W6893619640","doi":"10.5281/zenodo.16876471","title":"Pteronarcys proteus Newman 1838","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":"Proteus; Proteus syndrome; West virginia; STREAMS; Range (aeronautics)","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":[0.00004096382,0.0002533916,0.0001190514,0.0007308588,0.000739266,0.0002698147,0.0001485682,0.0002654289,0.004191935],"category_scores_gemma":[0.00017243,0.0001126645,0.00009178543,0.0004421542,0.0002745824,0.0004524916,0.0006333704,0.0002184217,0.001475836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178177,"about_ca_system_score_gemma":0.0003296809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006763483,"about_ca_topic_score_gemma":0.02248592,"domain_scores_codex":[0.9999173,0.000005707054,0.000006517847,0.00002329554,0.0000355361,0.0000116129],"domain_scores_gemma":[0.9999151,0.000007723041,0.00003548955,0.000004691754,0.00001795322,0.00001892464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004412774,0.0001682534,0.4515728,0.0009372759,0.0000741929,0.012998,0.00373285,0.0009253091,0.1427965,0.001656529,0.01252414,0.3721728],"study_design_scores_gemma":[0.00001139068,0.0002675049,0.8999712,0.0001191278,0.00002644858,0.0130838,0.002172126,0.0002602655,0.005203893,0.0004817214,0.0783861,0.0000164417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8672866,0.001841928,0.001719166,0.0002880088,0.0001012942,0.0001295701,0.001626642,0.0001328914,0.1268739],"genre_scores_gemma":[0.9875109,0.0008081197,0.001302947,0.000121134,0.0000249737,0.00001776873,0.0006654741,0.000007425589,0.009541281],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006763483,"threshold_uncertainty_score":0.01402342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679414574723503,"score_gpt":0.2059928371472681,"score_spread":0.1891986914000331,"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."}}