{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005211189,0.000244902,0.0001918262,0.0007295405,0.001652677,0.0007784709,0.0008014789,0.001173554,0.008360632],"category_scores_gemma":[0.002623473,0.0001571691,0.0002023931,0.00174609,0.0006356975,0.0008464036,0.0009541975,0.0007112798,0.00112052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474547,"about_ca_system_score_gemma":0.001571094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1021902,"about_ca_topic_score_gemma":0.2340234,"domain_scores_codex":[0.9995005,0.0001406057,0.00003035024,0.00005176604,0.0001584189,0.0001181977],"domain_scores_gemma":[0.9992087,0.0003002534,0.00006304959,0.0001116272,0.0002041545,0.0001121854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008985,0.001477791,0.3163912,0.001053235,0.00008599419,0.1950127,0.04315199,0.02947929,0.01157984,0.06823581,0.07128933,0.2613443],"study_design_scores_gemma":[0.0002112499,0.0005897823,0.1947169,0.0005405173,0.00009265862,0.04938921,0.07449052,0.02282918,0.01035953,0.01113979,0.6355079,0.000132722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8455943,0.0002026885,0.01224985,0.002369776,0.00006957233,0.0004807698,0.00396042,0.0002812908,0.1347913],"genre_scores_gemma":[0.951176,0.0002558006,0.0171319,0.000203164,0.00002099599,0.0001987426,0.00292347,0.00007753844,0.02801237],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1021902,"threshold_uncertainty_score":0.2031907,"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."}}