{"id":"W2790273009","doi":"10.4095/261784","title":"Seismic shothole drillers' log-derived thematic GIS, Northwest Territories and northern Yukon: bedrock outcrop and subcrop, geohazards, and muskeg thickness","year":2010,"lang":"en","type":"report","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Outcrop; Bedrock; Geology; Thematic map; Thematic Mapper; Geomorphology; Geochemistry; Cartography; Geography; Remote sensing; Satellite imagery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004886401,0.0005425556,0.0008385453,0.00008214607,0.0006972257,0.0003193737,0.000173383,0.0005689007,0.0004515521],"category_scores_gemma":[0.0001518027,0.000353194,0.00007588699,0.0001087629,0.0005849659,0.0002405098,0.000125889,0.0005824626,0.00003161078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008690083,"about_ca_system_score_gemma":0.0001133517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07534712,"about_ca_topic_score_gemma":0.5676737,"domain_scores_codex":[0.9976264,0.00007321563,0.0005140482,0.0007578844,0.0005460447,0.0004823776],"domain_scores_gemma":[0.9987257,0.000225046,0.0002766908,0.0002974638,0.0002274841,0.0002476543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004189521,0.00001908853,0.9660604,0.0003985602,0.000109095,0.00003269338,0.001080159,0.00007322895,0.000006224373,0.000005711465,0.0006005375,0.03157241],"study_design_scores_gemma":[0.0005562217,0.0003133182,0.9265795,0.0001143037,0.000186387,0.0003766069,0.002979263,0.001392423,0.000008226187,0.000942867,0.06569215,0.0008586837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835299,0.006611609,0.00008766796,0.001111901,0.00117862,0.0005498974,0.0003081851,0.00009921575,0.006522982],"genre_scores_gemma":[0.9832294,0.01304728,0.0003439043,0.0001802808,0.0005583526,0.00001015885,0.001103276,0.0000157524,0.001511622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4923266,"threshold_uncertainty_score":0.999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243589163529853,"score_gpt":0.2240458728774747,"score_spread":0.2016099812421762,"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."}}