{"id":"W2008556189","doi":"10.17704/eshi.26.1.p71448m3245mt6q5","title":"The Sustainability of Geological Mapmaking: The Case of the Geological Survey of Great Britain","year":2007,"lang":"en","type":"article","venue":"Earth Sciences History","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Government (linguistics); Politics; Quarter (Canadian coin); Relevance (law); Public institution; Public opinion; Sustainability; History; Geography; Political science; Cartography; Archaeology; Law; Geology; Geophysics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00784786,0.0001237869,0.0002336723,0.00007957543,0.001355488,0.0000108643,0.001056938,0.00006384626,0.0004898233],"category_scores_gemma":[0.001041298,0.00005330743,0.0001602629,0.0002172194,0.02939094,0.0001528872,0.0001417563,0.0002556081,0.000003764436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514833,"about_ca_system_score_gemma":0.0004301009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007540864,"about_ca_topic_score_gemma":0.04894425,"domain_scores_codex":[0.9979675,0.0004217542,0.0004962278,0.0002698329,0.0004932592,0.0003513634],"domain_scores_gemma":[0.9973944,0.00119404,0.0004212316,0.0004309485,0.0005075919,0.00005177829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005053892,0.0005955981,0.1150935,0.0001902929,0.00005157087,0.0002287248,0.1129341,0.0002612293,0.0005920092,0.6848736,0.05552426,0.02914959],"study_design_scores_gemma":[0.0001637874,0.0004690209,0.2265055,0.00001776043,0.00001884716,0.00006733207,0.009165852,0.0001116961,0.0001096246,0.002050777,0.7611338,0.000185882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600071,0.005962316,0.000008065932,0.0003933905,0.001177719,0.0002441998,0.000009295986,0.00001348779,0.03218439],"genre_scores_gemma":[0.9903671,0.00001433165,0.00002001168,0.0001361868,0.00005582103,0.000002265305,3.55921e-7,0.000002727943,0.009401189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7056096,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06353487056297566,"score_gpt":0.2617401567987274,"score_spread":0.1982052862357518,"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."}}