{"id":"W4383343109","doi":"10.1007/s11440-023-01919-z","title":"Practical considerations for the complete 3D in situ stress estimation from convergence data using the D3 method","year":2023,"lang":"en","type":"article","venue":"Acta Geotechnica","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Borehole; Solid mechanics; Convergence (economics); Stability (learning theory); Plane stress; Plane (geometry); Drilling engineering; Stress (linguistics); Drilling; Geotechnical engineering; Engineering; Applied mathematics; Computer science; Structural engineering; Finite element method; Mathematics; Mechanical engineering; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002748158,0.0009187695,0.0008939183,0.001161209,0.000730947,0.001799498,0.001766023,0.001364556,0.01189467],"category_scores_gemma":[0.009424686,0.0006448606,0.0006042479,0.001056965,0.0007504678,0.001512463,0.001635819,0.001309699,0.003591063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029102,"about_ca_system_score_gemma":0.001333112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727156,"about_ca_topic_score_gemma":0.009817231,"domain_scores_codex":[0.9988926,0.0004548507,0.00005313249,0.0001121601,0.0004486472,0.00003860697],"domain_scores_gemma":[0.9942434,0.003668514,0.0001511131,0.0006178483,0.001206402,0.0001126559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006577949,0.000204571,0.007346447,0.001154779,0.0001150658,0.0008859457,0.0009626443,0.1768039,0.156393,0.05330939,0.0151527,0.5870137],"study_design_scores_gemma":[0.00008339358,0.0001904727,0.005408426,0.0002546527,0.00005342908,0.001066834,0.0006668509,0.88802,0.03582953,0.03119932,0.03703114,0.0001959343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007910505,0.0003592369,0.9873112,0.0007016694,0.00009269782,0.00005404603,0.0002059649,0.0007230949,0.002641481],"genre_scores_gemma":[0.08339011,0.0005089518,0.913069,0.0001517844,0.00005582825,0.0001369984,0.0003637148,0.0003446142,0.001978948],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01189467,"threshold_uncertainty_score":0.03979164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474850620412347,"score_gpt":0.3591349208506946,"score_spread":0.2116498588094599,"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."}}