{"id":"W2984734914","doi":"10.1130/abs/2019am-340478","title":"CONNECTING CONTAMINATION EVENTS TO THE SEDIMENT RECORD IN HIDDEN RIVER CAVE, KENTUCKY","year":2019,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cave; Contamination; Sediment; Geology; Archaeology; Mining engineering; Hydrology (agriculture); Environmental science; Geomorphology; Geography; Geotechnical engineering; 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":[0.0002693525,0.00009980384,0.0001722526,0.0009745159,0.001548214,0.0009650895,0.0005791216,0.0005571266,0.002461071],"category_scores_gemma":[0.001380601,0.0002106698,0.0001423575,0.001624515,0.0004958017,0.0006352708,0.001220911,0.0004837603,0.0003028896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657872,"about_ca_system_score_gemma":0.003133782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.75488,"about_ca_topic_score_gemma":0.9272423,"domain_scores_codex":[0.99978,0.00002764378,0.00002617815,0.00007074197,0.00003889864,0.00005659254],"domain_scores_gemma":[0.9984514,0.0002859873,0.0004155948,0.00008832594,0.0005032968,0.0002553175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006361213,0.00002133651,0.9949602,0.00001089257,0.00001860769,0.0001247343,0.000846764,0.00007863188,0.0009576918,0.00003621828,0.0004671109,0.002414202],"study_design_scores_gemma":[0.000001269688,0.000006239225,0.9988857,0.000006102231,0.00000294733,0.00001648987,0.0006787917,0.00006536323,0.0000575535,0.000008104313,0.0002696263,0.000001841466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976212,0.00004955869,0.00005433523,0.00006549138,0.000004131638,0.000008191324,0.001290968,0.000004461605,0.0009015686],"genre_scores_gemma":[0.9974893,0.00006844614,0.0001331471,0.00003437195,0.000003615821,0.0000169568,0.0009630838,0.000005251896,0.001285922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.75488,"threshold_uncertainty_score":0.4931272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750589732913337,"score_gpt":0.2426811021922848,"score_spread":0.2151752048631514,"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."}}