{"id":"W2033028086","doi":"10.1029/01eo00190","title":"New digital data base helps to map North America","year":2001,"lang":"en","type":"article","venue":"Eos","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Geologic map; Base (topology); Joint (building); Geology; Tectonics; Digital data; Data science; Computer science; Cartography; Geography; Earth science; Seismology; Paleontology; Engineering; Civil engineering; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003820779,0.00007719794,0.00007381749,0.00001840419,0.00005060357,0.0001393652,0.001361071,0.00001831939,0.000145706],"category_scores_gemma":[0.00009958517,0.00007098595,0.00001688319,0.0002583619,0.00001075879,0.0003659567,0.0009161004,0.00006123941,0.0008760013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006493494,"about_ca_system_score_gemma":0.00004046567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004063001,"about_ca_topic_score_gemma":0.0000148849,"domain_scores_codex":[0.999219,0.000006597887,0.00008910707,0.0003499858,0.0001235539,0.0002117554],"domain_scores_gemma":[0.9987084,0.00002723002,0.00001837994,0.001053862,0.00002356871,0.0001685512],"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":[0.000005877876,0.00004839807,0.008925082,0.000009459714,0.00001047777,0.0002057098,0.0003649616,0.0003849992,0.0001744983,0.0002172014,0.3556123,0.6340411],"study_design_scores_gemma":[0.00005841171,0.00002375158,0.001365535,0.000005559719,0.000001046148,0.00001980069,0.00001677247,0.005073547,0.0001287903,0.0003358367,0.9928558,0.0001151763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008629499,0.00004702934,0.9250953,0.02264903,0.0002701701,0.0001129622,0.00002376258,0.0002166828,0.04295556],"genre_scores_gemma":[0.8834893,0.000006157265,0.06201262,0.002973079,0.0005001333,0.000005911174,0.0001589731,0.000004177512,0.05084966],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8748598,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303722282621831,"score_gpt":0.233881276967963,"score_spread":0.2035090487057799,"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."}}