{"id":"W2982047299","doi":"10.4095/226027","title":"Case study 8. Geological mapping derived from topography","year":2008,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geologic map; Cartography; Geography; Geomorphology","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":[0.0004357971,0.0003797467,0.0007897642,0.0002424363,0.0003578975,0.00006652548,0.0003141327,0.0004177771,0.01583137],"category_scores_gemma":[0.0001489275,0.0002410011,0.0004232772,0.0003934319,0.0001037425,0.00005035962,0.00004224874,0.0005548589,0.0004239273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005154382,"about_ca_system_score_gemma":0.0001402408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2800945,"about_ca_topic_score_gemma":0.03905753,"domain_scores_codex":[0.997135,0.0002025946,0.0005807913,0.0008634891,0.0007858762,0.0004322511],"domain_scores_gemma":[0.9987098,0.000243459,0.0001945265,0.0004349125,0.0001829172,0.0002343848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004401571,0.00008751036,0.948639,0.000005110378,0.0002746905,0.02722263,0.0001560209,0.002640742,2.043757e-7,6.302117e-8,0.001828085,0.0191415],"study_design_scores_gemma":[0.0005397599,0.0006620314,0.93261,0.00003839261,0.0005960893,0.009047577,0.007105053,0.02105337,9.295988e-7,0.0003165723,0.026579,0.001451271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469115,0.001759796,0.0007061785,0.00005853478,0.0004634647,0.0002288725,0.0001056043,0.0001820434,0.04958405],"genre_scores_gemma":[0.9936792,0.001350423,0.001644789,0.0001384683,0.0005343991,0.000002848715,0.0006708173,0.000004276656,0.001974841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241037,"threshold_uncertainty_score":0.9850683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022787376315058,"score_gpt":0.260418346902182,"score_spread":0.1581396092706762,"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."}}