{"id":"W6979780485","doi":"","title":"Advances in Hypogene Karst Studies National Cave & Karst Management Symposia NCKRI Symposia 1","year":2022,"lang":"en","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; Cave; Section (typography)","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":[0.002106329,0.0004753801,0.0003466673,0.002423969,0.0008939863,0.002742913,0.001710074,0.0007752687,0.03404343],"category_scores_gemma":[0.001523712,0.0002358352,0.0003958756,0.003445971,0.0009385904,0.001514971,0.002561735,0.001194945,0.00350851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005197779,"about_ca_system_score_gemma":0.008548521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05738198,"about_ca_topic_score_gemma":0.1331656,"domain_scores_codex":[0.9989076,0.0001793615,0.00005963298,0.0001640308,0.000496765,0.000192637],"domain_scores_gemma":[0.9979501,0.0002339398,0.0001600366,0.0001858643,0.0009502153,0.0005199332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006347222,0.00009462032,0.009863652,0.001084102,0.0000260407,0.0002929358,0.001246111,0.00116865,0.001857288,0.0181183,0.40225,0.5639348],"study_design_scores_gemma":[0.000002186539,0.00001351707,0.01476913,0.0002959592,0.000004977434,0.0001349048,0.0005215799,0.0002965723,0.000198329,0.001042088,0.9827049,0.00001592443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04787989,0.2822576,0.01684824,0.05989165,0.0145544,0.0002312775,0.00362496,0.001445259,0.5732669],"genre_scores_gemma":[0.2826717,0.2229531,0.03525043,0.006409054,0.009279502,0.0002636995,0.007329179,0.0006568365,0.4351864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05738198,"threshold_uncertainty_score":0.114096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177667494900557,"score_gpt":0.1970679060019325,"score_spread":0.1752912310529269,"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."}}