{"id":"W7093557030","doi":"","title":"Proceedings of the 2005 National Cave and Karst Management Symposia National Cave & Karst Management Symposia NCKMS","year":2005,"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":"Cave; Karst; Geologist; Sinkhole","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000634417,0.0006265627,0.0009725226,0.0008783449,0.001314152,0.000125937,0.001708957,0.0003849674,0.0006002513],"category_scores_gemma":[0.00001910622,0.0007292225,0.0005652303,0.001003162,0.002084412,0.001585114,0.0009841211,0.0004964248,0.0001993262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226448,"about_ca_system_score_gemma":0.0001984342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006794158,"about_ca_topic_score_gemma":0.001352659,"domain_scores_codex":[0.9954544,0.00007211819,0.0006387517,0.0009919485,0.002011319,0.0008314473],"domain_scores_gemma":[0.9970439,0.0001360341,0.001169253,0.0004293667,0.0007709066,0.0004505061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002029671,0.0005907273,0.8318673,0.002088424,0.003464474,0.00009666092,0.05711232,0.007671768,0.0000648752,0.08513765,0.00829049,0.001585682],"study_design_scores_gemma":[0.00794322,0.0005749591,0.7406111,0.001261015,0.001594635,0.00009424939,0.1296595,0.007174137,0.00003425878,0.001119384,0.107926,0.002007616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879072,0.0003468389,0.0001396999,0.0007859173,0.0004966832,0.0009908525,0.004361286,0.00005006792,0.1049214],"genre_scores_gemma":[0.9894398,0.0001715745,0.000699957,0.00004790052,0.0001628207,1.981592e-7,0.0002268002,0.00001971553,0.009231195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015326,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287108932907607,"score_gpt":0.1690857503420419,"score_spread":0.1562146610129658,"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."}}