{"id":"W2522826357","doi":"","title":"Contaminant Mapping and Refugia: Hidden River Cave, Kentucky","year":2015,"lang":"en","type":"article","venue":"TopSCHOLAR (Western Kentucky University)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cave; Tributary; Crayfish; Karst; Environmental science; Geography; Ecology; Archaeology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031927,0.0002186798,0.000258105,0.0003030855,0.000339168,0.0001241398,0.0004109778,0.0001496687,0.0003118079],"category_scores_gemma":[0.00003104328,0.0002270981,0.0000706912,0.0003418648,0.0002210461,0.001121384,0.0001231692,0.0003065654,0.0005567212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004425968,"about_ca_system_score_gemma":0.00006403512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645716,"about_ca_topic_score_gemma":0.001217422,"domain_scores_codex":[0.9985141,0.0001644599,0.0001599902,0.0004691623,0.0002949737,0.0003973701],"domain_scores_gemma":[0.998965,0.00006329748,0.0001168238,0.0002972748,0.00009161972,0.0004659526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253259,0.00001803553,0.9881384,0.0000154922,0.00005065322,0.0004544569,0.001168028,0.000007816802,0.00001110302,0.00006198304,0.0005941624,0.009354484],"study_design_scores_gemma":[0.001501222,0.0001532192,0.5510241,0.00004042819,0.00006308271,0.00007787021,0.002239836,0.00006944562,0.00003960079,0.0000560271,0.4443999,0.0003352674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610116,0.0003349977,0.0001218935,0.000157875,0.0003461157,0.0002070431,0.0000705206,0.00009516548,0.03765479],"genre_scores_gemma":[0.9899105,0.0001193927,0.0009530534,0.0002476393,0.00009427414,8.641484e-8,0.00008500538,0.000004961242,0.008585065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438058,"threshold_uncertainty_score":0.9260791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06388707980178072,"score_gpt":0.1846860878574473,"score_spread":0.1207990080556665,"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."}}