{"id":"W4390451164","doi":"10.4311/2023es0104","title":"Rock Pigeon Cave, Colorado: development and mineralogy","year":2023,"lang":"en","type":"article","venue":"Journal of Cave and Karst Studies","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Bureau of Land Management; U.S. Geological Survey; University of Waterloo; Colorado School of Mines","keywords":"Geology; Oil shale; Pyrite; Cave; Gypsum; Mineralogy; Sulfate; Geochemistry; Karst; Chemistry; Paleontology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001259888,0.0002028916,0.0001414741,0.002556862,0.001889515,0.0009260406,0.0006101511,0.0003229152,0.004869517],"category_scores_gemma":[0.0001886895,0.0002080637,0.0000842779,0.003069126,0.0005817461,0.0004440289,0.0005657034,0.0002334711,0.000752362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763742,"about_ca_system_score_gemma":0.002100299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.549288,"about_ca_topic_score_gemma":0.8412133,"domain_scores_codex":[0.9998088,0.00000970366,0.000007269327,0.00007461574,0.00005794892,0.00004170311],"domain_scores_gemma":[0.9996563,0.00001722056,0.00007084858,0.00001390752,0.0001694284,0.00007214123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250581,0.0001731819,0.823426,0.0004854401,0.00006705669,0.002574577,0.002978164,0.0004791556,0.02153174,0.001179489,0.01342131,0.1334589],"study_design_scores_gemma":[0.000004066475,0.00001775955,0.9650542,0.00003655551,0.000006690496,0.0005616506,0.0007893837,0.00008223578,0.0004977825,0.00003928909,0.03290494,0.000005458103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033103,0.009502885,0.0004028801,0.0007188083,0.00003242793,0.0001856525,0.01143408,0.0001034748,0.07430958],"genre_scores_gemma":[0.9691414,0.003883401,0.001561777,0.0001129324,0.00002885904,0.00005676131,0.005180582,0.00003768493,0.01999653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.549288,"threshold_uncertainty_score":0.9067326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029214562844686,"score_gpt":0.2609939572458053,"score_spread":0.2207018116173585,"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."}}