{"id":"W7103248003","doi":"","title":"Advances in Hypogene Karst Studies National Cave & Karst Management Symposia NCKRI Symposia 1","year":2022,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypogene; Karst; Sinkhole; Section (typography); Cave","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":[0.002388917,0.0005728107,0.0004080381,0.002616057,0.001020145,0.002901681,0.001861687,0.0008940051,0.05404362],"category_scores_gemma":[0.001834653,0.0002712932,0.0004919023,0.003817191,0.0009177961,0.001606665,0.002986552,0.00148124,0.006371185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005860744,"about_ca_system_score_gemma":0.01021413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05242507,"about_ca_topic_score_gemma":0.1289639,"domain_scores_codex":[0.9986878,0.0001985415,0.00006447041,0.0001771789,0.000651906,0.0002199894],"domain_scores_gemma":[0.9973812,0.0002558328,0.0001594516,0.0002500683,0.001277014,0.000676574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000558718,0.00008600888,0.005237702,0.0008886278,0.00001924289,0.0002784284,0.0007500743,0.0008330231,0.001716492,0.01359424,0.5901791,0.3863612],"study_design_scores_gemma":[0.000001870264,0.00001094118,0.007668569,0.0002587093,0.000003969652,0.000125436,0.0003619816,0.0001889061,0.0001440334,0.0008314258,0.9903917,0.00001239039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02604698,0.1917655,0.01218698,0.05549881,0.02442771,0.000267594,0.003930188,0.00154099,0.6843352],"genre_scores_gemma":[0.1769364,0.203157,0.0329609,0.007697342,0.01438137,0.0003675828,0.008674761,0.000811456,0.5550132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05404362,"threshold_uncertainty_score":0.1807939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980189437509015,"score_gpt":0.1946679775065731,"score_spread":0.1748660831314829,"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."}}