{"id":"W1608968540","doi":"","title":"An Examination of the Application of Professional Reliance To Management of Karst Resources In British Columbia (Canada)","year":2010,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Karst; Recreation; Multidisciplinary approach; Cave; Geography; Natural resource; Ecosystem management; Environmental resource management; Work (physics); Natural resource management; Water resources; Environmental planning; Ecology; Ecosystem; Archaeology; Environmental science; Engineering; Sociology; Social science; Biology","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":[0.002569591,0.0001113867,0.0001655863,0.002267388,0.009160733,0.004097008,0.001646282,0.000830121,0.002966386],"category_scores_gemma":[0.01327376,0.0002946241,0.0001381529,0.005202441,0.004031966,0.0007739264,0.002884539,0.00141332,0.0001655407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07618067,"about_ca_system_score_gemma":0.09726993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902682,"about_ca_topic_score_gemma":0.9972167,"domain_scores_codex":[0.9954011,0.000682443,0.0001672555,0.0002937138,0.002302224,0.001153106],"domain_scores_gemma":[0.9807526,0.003389649,0.002006065,0.0003449004,0.009964062,0.003542666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008638236,0.000131243,0.538625,0.0003694454,0.00004031407,0.001473346,0.2987441,0.0006045631,0.001275416,0.01040495,0.02551811,0.122727],"study_design_scores_gemma":[0.000003041972,0.0000218134,0.7805491,0.0001885197,0.00000795316,0.0001102264,0.1855797,0.0002877981,0.0000978366,0.000294019,0.03283748,0.00002249727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360232,0.0009022147,0.0003770274,0.009350073,0.00004161261,0.00008443434,0.0003253277,0.00002013907,0.05287597],"genre_scores_gemma":[0.98973,0.0008371914,0.0002873919,0.000977681,0.000008869092,0.00002606702,0.00009928505,0.0000109929,0.00802264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07618067,"threshold_uncertainty_score":0.552732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008129905479748827,"score_gpt":0.2144748361158701,"score_spread":0.2063449306361212,"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."}}