{"id":"W2037047542","doi":"10.1145/2630407.2630411","title":"3D geological modeling using sketches and annotations from geologic maps","year":2014,"lang":"en","type":"article","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures; CMG Reservoir Simulation Foundation; Johns Hopkins University","keywords":"Workflow; Sketch; Interpretation (philosophy); Computer science; Task (project management); Geologic map; Process (computing); Domain (mathematical analysis); Stage (stratigraphy); Geology; Earth science; Algorithm; Paleontology; Systems engineering; Database; Programming language; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002457395,0.0001180411,0.0001940524,0.00005212848,0.0002262339,0.00005482456,0.0001130209,0.0001035785,0.001876808],"category_scores_gemma":[0.0001326537,0.0000762631,0.00004728938,0.0001157077,0.00007343802,0.000093123,0.0000201124,0.0001139108,0.0001329208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001076496,"about_ca_system_score_gemma":0.000006968579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009576465,"about_ca_topic_score_gemma":0.001488484,"domain_scores_codex":[0.9990219,0.00009811096,0.0001898216,0.0003268204,0.0001215687,0.0002417608],"domain_scores_gemma":[0.9994998,0.0001921694,0.00003512618,0.0001237967,0.00003509796,0.0001140094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003777955,0.000005581433,0.2767949,0.000001125231,0.000009154519,0.000001375812,0.00002624809,0.7111275,0.00001053474,0.00006925492,0.000009025883,0.01194159],"study_design_scores_gemma":[0.00008803201,0.00003919565,0.03414716,0.000003413565,0.00003069974,0.000003044132,0.00009529842,0.9452188,0.000001697293,0.02013039,0.000118933,0.0001233482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8021888,0.0002589483,0.1946403,0.0003383862,0.00004162153,0.00002779646,0.00001410763,0.00006637553,0.002423591],"genre_scores_gemma":[0.9443749,0.00003991225,0.05476929,0.0005266888,0.00009563483,3.043277e-7,0.0001114257,0.000001218911,0.00008058626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426477,"threshold_uncertainty_score":0.9990356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685810005950455,"score_gpt":0.2217665934294561,"score_spread":0.1749084933699515,"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."}}