{"id":"W7093557030","doi":"","title":"Proceedings of the 2005 National Cave and Karst Management Symposia National Cave &amp; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001054235,0.0007723902,0.0003966051,0.0007708307,0.001757625,0.002289718,0.001355962,0.00111369,0.326631],"category_scores_gemma":[0.001331105,0.000262556,0.0004273531,0.0009012153,0.0003833546,0.001132707,0.002207271,0.001209617,0.07461651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003029103,"about_ca_system_score_gemma":0.007248705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07218743,"about_ca_topic_score_gemma":0.28702,"domain_scores_codex":[0.99941,0.0000758219,0.00002765121,0.00007977676,0.000287504,0.000119246],"domain_scores_gemma":[0.9990178,0.00005331997,0.00003608605,0.00004158358,0.0005011283,0.0003500069],"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":[0.0000272114,0.00003466154,0.0005287633,0.00007015131,0.000003522644,0.00005360759,0.00006687606,0.00005527237,0.0001993485,0.0003294305,0.9602542,0.03837699],"study_design_scores_gemma":[0.000005505477,0.00001023801,0.00253712,0.0001185908,0.00000310547,0.00004503236,0.0001904812,0.00007416648,0.0000565772,0.0001110708,0.9968415,0.000006550754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0107415,0.01973662,0.002962517,0.02978613,0.04000635,0.000721218,0.007594666,0.001670496,0.8867806],"genre_scores_gemma":[0.008883299,0.004921804,0.002071722,0.001446975,0.001262278,0.0002121205,0.002528694,0.0001917583,0.9784813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.326631,"threshold_uncertainty_score":0.9604792,"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."}}