{"id":"W2135096661","doi":"10.1002/gj.2734","title":"FOUR BILLION YEARS AND COUNTING: CANADA'S GEOLOGICAL HERITAGE, edited by Robert Fensome, Graham Williams, Aïcha Achab, John Clague, David Corrigan, Jim Monger and Godfrey Nowlan. Canadian Federation of Earth Sciences and Nimbus Publishing, Halifax, Nova Scotia, 2014. No. of pages: vi+402. Price: C$39–95. ISBN 978‐1‐55109‐996‐5 (paperback).","year":2015,"lang":"en","type":"article","venue":"Geological Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Casual; History; Geology; Art history; Law; Political science","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":[0.002235643,0.0003910975,0.0006446699,0.0001514792,0.0004772907,0.0008105101,0.0008561437,0.0004530627,0.0001330625],"category_scores_gemma":[0.001833011,0.0003019244,0.0000647253,0.0005390447,0.0009145526,0.001121717,0.0004906384,0.000807686,0.000005304258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819775,"about_ca_system_score_gemma":0.0009334595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2350381,"about_ca_topic_score_gemma":0.2992721,"domain_scores_codex":[0.9962803,0.0002810737,0.0008195948,0.0008076295,0.0009095172,0.0009018607],"domain_scores_gemma":[0.9967527,0.0002839882,0.0006490437,0.0003191515,0.001025906,0.0009691685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001309497,0.0002713379,0.71832,0.0001695239,0.0001386816,0.0006620683,0.0006480766,0.0009325533,0.005837902,0.001537425,0.2669391,0.00441241],"study_design_scores_gemma":[0.003468589,0.002204436,0.8141084,0.0003409362,0.00007901615,0.003775428,0.0009842713,0.02645153,0.0008654718,0.005485825,0.1406694,0.001566704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789206,0.004520783,0.0009465601,0.01017273,0.0008770938,0.0003317051,0.00005112846,0.00004800029,0.004131387],"genre_scores_gemma":[0.9924222,0.0009444742,0.004649052,0.0009630324,0.0002640762,0.000003807645,0.00003074438,0.000007628965,0.0007149367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262697,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235561608670847,"score_gpt":0.2132491470889243,"score_spread":0.1908935310022158,"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."}}