{"id":"W2127318362","doi":"","title":"Small-bodied Fishes of Tar Creek and Other Small Streams in Ottawa County, Oklahoma","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Oklahoma Academy of Science","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; Species richness; Geography; Watershed; Environmental science; Habitat; Fishery; Archaeology; Ecology; Biology","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":[0.0001599019,0.0001988057,0.0001363959,0.001264686,0.001734469,0.0005818972,0.0002837132,0.0001537246,0.001913112],"category_scores_gemma":[0.0003704576,0.0002230337,0.0001465091,0.001503561,0.0006729201,0.0003858283,0.0005224289,0.0001649369,0.0001718877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489391,"about_ca_system_score_gemma":0.002641036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6021624,"about_ca_topic_score_gemma":0.9072578,"domain_scores_codex":[0.9997999,0.00001718008,0.00002098722,0.00005436921,0.00005748884,0.00005019595],"domain_scores_gemma":[0.9995272,0.00005484661,0.000136417,0.00001876824,0.0001286899,0.0001340163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008061004,0.00004361083,0.9874621,0.00003645976,0.0000281837,0.0002212741,0.002037508,0.00007451372,0.002117414,0.0000429978,0.0004112467,0.007443958],"study_design_scores_gemma":[0.000001811257,0.00002661636,0.9975098,0.000005578469,0.000008211878,0.00004240277,0.00165826,0.00004290452,0.0001161705,0.000006197645,0.0005788729,0.000003227671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990535,0.00003547244,0.00002175927,0.00001412069,0.000001326761,0.00001418105,0.0004409527,0.000002391675,0.0004162712],"genre_scores_gemma":[0.9971887,0.0001071809,0.0002614786,0.00002691237,0.000001948448,0.00003251804,0.0008162629,0.000001999318,0.001563103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6021624,"threshold_uncertainty_score":0.8003612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530216608326546,"score_gpt":0.2501898131838882,"score_spread":0.1648876471006227,"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."}}