{"id":"W2154844440","doi":"10.5038/9780991000951.1055","title":"Tracking of Karst Contamination Using Alternative Monitoring Technologies: Hidden River Cave Kentucky","year":2015,"lang":"en","type":"article","venue":"","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cave; Karst; Contamination; Environmental science; Groundwater; Pollution; Environmental planning; Environmental resource management; Water resource management; Geography; Archaeology; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003375089,0.0001578761,0.0001925911,0.0007449212,0.001267153,0.0011065,0.0006130312,0.0004531339,0.001264566],"category_scores_gemma":[0.000638371,0.0001440067,0.0001360332,0.0008524135,0.0005208165,0.0006300237,0.001298793,0.0003728118,0.0001819393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556532,"about_ca_system_score_gemma":0.001887208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2228348,"about_ca_topic_score_gemma":0.6458575,"domain_scores_codex":[0.9996879,0.00005156179,0.00001420538,0.00008922717,0.000106203,0.00005099944],"domain_scores_gemma":[0.9995933,0.00007827004,0.00008649091,0.00004564058,0.0001418869,0.00005433615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584468,0.0001297551,0.8246467,0.0001617738,0.00006177749,0.002125328,0.006184534,0.002608814,0.04526629,0.0006805917,0.001605045,0.116371],"study_design_scores_gemma":[0.00001712992,0.0004209329,0.9474944,0.0002084319,0.0000591155,0.001160457,0.01078593,0.01217343,0.011121,0.0007507447,0.01571808,0.00009035588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827961,0.0002001564,0.006449644,0.0002681793,0.00001365395,0.0001447947,0.000782575,0.0001134399,0.00923143],"genre_scores_gemma":[0.9808424,0.0001990427,0.01425606,0.00007071266,0.000005168652,0.00007923453,0.0003235867,0.00001594008,0.004207862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228348,"threshold_uncertainty_score":0.4430754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07186366847023673,"score_gpt":0.2677839748192155,"score_spread":0.1959203063489787,"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."}}