{"id":"W4234956817","doi":"10.2118/2007-028","title":"Monitoring and Modelling in Coupled Geomechanics Processes","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geomechanics; Computer science; Systems engineering; Geology; Geotechnical engineering; Engineering","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":[0.0002587334,0.00007835753,0.00009128649,0.0002577215,0.00006386371,0.0000800344,0.0001769186,0.0000524218,0.0004114245],"category_scores_gemma":[0.00007903647,0.00007393003,0.000014713,0.0001326597,0.00001768324,0.0001106045,0.000005548572,0.0001246679,0.00003150301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854967,"about_ca_system_score_gemma":0.0001517021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2156641,"about_ca_topic_score_gemma":0.6374899,"domain_scores_codex":[0.9992253,0.000007173259,0.0001626268,0.000196459,0.0001498813,0.0002585309],"domain_scores_gemma":[0.9995153,0.00006210487,0.00003338377,0.00005554303,0.0001090726,0.0002246116],"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":[0.000008742498,0.000003016,0.4778416,0.000005932971,0.000008880114,0.00003726645,0.00007314695,0.5175314,0.000005104212,0.0003551356,0.000002355014,0.004127405],"study_design_scores_gemma":[0.00009333954,0.00001332744,0.05505247,0.00003281386,0.000003120476,0.000005195076,0.0001731351,0.9422705,0.00001025627,0.001680969,0.0005687562,0.00009610434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738201,0.0003008985,0.02109963,0.0004658464,0.0002054002,0.00002247347,0.00002036509,0.00001279731,0.004052522],"genre_scores_gemma":[0.998856,0.0001918251,0.0005986589,0.00005890983,0.00008698583,5.251237e-7,0.00002717368,0.000001526186,0.0001783975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4247391,"threshold_uncertainty_score":0.7895589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134015014620936,"score_gpt":0.225196820858624,"score_spread":0.1938566707124146,"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."}}