{"id":"W2273377950","doi":"10.3133/sir20075289e","title":"Mapping known and potential mineral occurrences and host rocks in the Bonnifield Mining District using minimal cloud- and snow-cover ASTER data: Chapter E in <i>Recent U.S. Geological Survey studies in the Tintina Gold Province, Alaska, United States, and Yukon, Canada--results of a 5-year project</i>","year":2007,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Advanced Spaceborne Thermal Emission and Reflection Radiometer; Batholith; Felsic; Mafic; Geochemistry; Terrane; Mineral exploration; Remote sensing; Tectonics; Digital elevation model; Seismology","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":[0.0001364713,0.0001947557,0.00009424685,0.001526393,0.0004978139,0.0003852931,0.0002250792,0.000166456,0.001030192],"category_scores_gemma":[0.0002314705,0.000128806,0.0001021579,0.001557603,0.0002134088,0.0002943161,0.0003594991,0.00009422367,0.0001270153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027334,"about_ca_system_score_gemma":0.0008456712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3167845,"about_ca_topic_score_gemma":0.8033882,"domain_scores_codex":[0.9999303,0.000006765526,0.000005112628,0.00002229165,0.0000175505,0.00001807878],"domain_scores_gemma":[0.9999141,0.00001743971,0.00002384395,0.000005620968,0.00001961761,0.00001943304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006335584,0.0000306425,0.958082,0.00006830575,0.00002174607,0.0001598012,0.0009508581,0.001080259,0.003738906,0.0001182306,0.0005890523,0.03509674],"study_design_scores_gemma":[0.000002113237,0.000008953263,0.997162,0.00001514913,0.000006878907,0.00006172611,0.0007575578,0.0004840532,0.0003471354,0.00002085362,0.001130956,0.000002644899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971265,0.0003373309,0.0001008963,0.00004131565,0.000002278484,0.00001116837,0.001010841,0.000008767372,0.001360894],"genre_scores_gemma":[0.9939003,0.000550062,0.001295274,0.00001481365,0.000004052871,0.00001496706,0.002872757,0.000003814615,0.00134394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832155,"threshold_uncertainty_score":0.6298813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724548300362071,"score_gpt":0.2807753494737408,"score_spread":0.2083205194375337,"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."}}