{"id":"W6931158393","doi":"10.5281/zenodo.16876183","title":"Ostrocerca prolongata","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; STREAMS; West virginia; Range (aeronautics); Appalachian Region","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":[0.00008181097,0.0002769785,0.0001531411,0.0006904757,0.0007189254,0.0003515527,0.0001805268,0.0001651369,0.006053943],"category_scores_gemma":[0.0002973534,0.000112979,0.0001188711,0.0003648416,0.0001371923,0.0003414659,0.0004175597,0.0001709081,0.001064376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608039,"about_ca_system_score_gemma":0.0002010575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338808,"about_ca_topic_score_gemma":0.0405264,"domain_scores_codex":[0.9999141,0.000002988011,0.000008400576,0.00003060955,0.0000221774,0.00002177539],"domain_scores_gemma":[0.9997508,0.0000214066,0.0001121466,0.00001902646,0.00005462473,0.00004203982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006644091,0.0001977944,0.5622301,0.0006992026,0.00005980788,0.002147941,0.001691715,0.0004536657,0.1591261,0.001097798,0.004571076,0.2670604],"study_design_scores_gemma":[0.00001302288,0.0002912156,0.9545757,0.00009266598,0.00003510669,0.004171292,0.0005102835,0.0002538986,0.004480731,0.0001702846,0.03539051,0.00001525172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484559,0.002033381,0.0007445647,0.00006921707,0.00003937271,0.0000686377,0.001669672,0.0001039948,0.04681529],"genre_scores_gemma":[0.987422,0.0007257565,0.001144283,0.00004260925,0.00001602087,0.00001837116,0.0007873239,0.000006243835,0.009837425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338808,"threshold_uncertainty_score":0.02662027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613068943312503,"score_gpt":0.2054990737152818,"score_spread":0.1893683842821568,"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."}}