{"id":"W7095886529","doi":"","title":"Smallbodied fishes of Tar Creek and other small streams","year":2006,"lang":"en","type":"article","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; tar (computing); Habitat; Fish <Actinopterygii>; Hydrology (agriculture); Drainage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007267746,0.00005699182,0.00008723792,0.000006317932,0.00005469644,0.00001080455,0.0000623707,0.00002507575,0.0006343689],"category_scores_gemma":[0.000004043163,0.00004191916,0.00002111243,0.00003315307,0.0002407841,0.000022872,0.0001030337,0.00002364404,0.00003101168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008821529,"about_ca_system_score_gemma":5.790444e-7,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03303962,"about_ca_topic_score_gemma":0.01941597,"domain_scores_codex":[0.9995637,0.00001864074,0.0001094858,0.0001200021,0.00007789664,0.0001102849],"domain_scores_gemma":[0.9998397,0.00003023602,0.00002807101,0.00008028131,0.000001573895,0.00002013653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000104083,0.0001059412,0.9865195,0.00001581774,0.00001504565,0.000001894426,0.001020715,0.0002284691,0.003738448,0.0003499517,0.004194158,0.003799724],"study_design_scores_gemma":[0.0006383696,0.0001572083,0.7894814,0.00001571394,0.00002668616,0.000004512875,0.001191122,0.0002763985,0.01957214,0.004321242,0.1839986,0.000316598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559301,0.00004268069,0.00003376021,0.0001676407,0.000007872562,0.00004286389,0.000004087784,0.00001480268,0.1437561],"genre_scores_gemma":[0.9888542,0.000008355396,0.0009648054,0.000168819,0.00001745931,0.000001964573,8.435494e-7,0.000004244017,0.009979301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197038,"threshold_uncertainty_score":0.9984772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909772310649334,"score_gpt":0.1980522219602201,"score_spread":0.1589544988537267,"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."}}