{"id":"W7108621423","doi":"10.5281/zenodo.17809441","title":"Notropis missuriensis","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tributary; Notropis; Spring (device); River valley; Hydrology (agriculture)","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":[0.00006382701,0.0005742996,0.0002562714,0.0009241808,0.001208509,0.0002888404,0.0004003715,0.0004257871,0.01936391],"category_scores_gemma":[0.0002234777,0.0002015227,0.0002118573,0.0006502303,0.0003932199,0.0008650965,0.001023264,0.0003761712,0.004635032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247589,"about_ca_system_score_gemma":0.0002419738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007840391,"about_ca_topic_score_gemma":0.02143436,"domain_scores_codex":[0.9998989,0.0000106463,0.000009257508,0.00003382954,0.00002534416,0.00002196235],"domain_scores_gemma":[0.9998927,0.000009734525,0.00004960559,0.00001240076,0.00002185817,0.00001379589],"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":[0.0005742467,0.0001784236,0.1219102,0.00189947,0.0001143733,0.006361929,0.003846704,0.0008204961,0.0619567,0.004833726,0.04403534,0.7534684],"study_design_scores_gemma":[0.00003958725,0.00039206,0.6525361,0.0004705128,0.0001181558,0.01269807,0.004121438,0.001089597,0.00466201,0.001172288,0.3226507,0.00004937372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5386682,0.007853395,0.002180829,0.001065775,0.0006933237,0.0002756361,0.002757819,0.0004477058,0.4460573],"genre_scores_gemma":[0.9628144,0.001482933,0.00152196,0.0005065874,0.000142453,0.00009307935,0.00141191,0.0000258235,0.03200076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01936391,"threshold_uncertainty_score":0.06477875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233829959553021,"score_gpt":0.2425485450411188,"score_spread":0.2191655490858167,"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."}}