{"id":"W2026150110","doi":"10.1190/1.3059128","title":"Integrating geophysics and geology in 3D","year":2008,"lang":"en","type":"article","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Geology; Geophysics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006346246,0.00004170484,0.00008600188,0.00003194639,0.00005395871,0.000004458042,0.00003930121,0.00002917731,0.0007566545],"category_scores_gemma":[0.00002697164,0.00002697059,0.0000135318,0.00009963237,0.00004607296,0.00003770508,0.000004792172,0.00007029992,0.00009355378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.341592e-7,"about_ca_system_score_gemma":0.000005432699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009302502,"about_ca_topic_score_gemma":0.007815924,"domain_scores_codex":[0.9996331,0.00002160358,0.00007959225,0.0001111851,0.00004057008,0.0001138951],"domain_scores_gemma":[0.9998572,0.00005110976,0.00001154848,0.00004083423,0.000007902168,0.00003140409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001438074,0.000003010753,0.9731768,6.608236e-7,0.000001479011,0.00001049865,0.00006340691,0.003795085,0.000001956337,0.00007576499,0.00001713271,0.02285274],"study_design_scores_gemma":[0.00005420354,0.00002902842,0.7233101,0.000001197385,0.000001322922,0.00001165445,0.00006572198,0.2748886,0.000001480826,0.001449348,0.0001421648,0.00004517856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850293,0.0001309435,0.0008111753,0.0002154417,0.00001875428,0.00001254521,6.509993e-7,0.00001482357,0.01376632],"genre_scores_gemma":[0.9955291,0.00007303308,0.003721359,0.000242523,0.00002087407,1.147749e-7,0.000008793485,3.275525e-7,0.000403947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710935,"threshold_uncertainty_score":0.9972947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008632066058478,"score_gpt":0.1960329354650492,"score_spread":0.1759466148044645,"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."}}