{"id":"W4388410202","doi":"10.2991/978-94-6463-258-3_50","title":"Slope Stability in Open Pits with Thin Weak Layers","year":2023,"lang":"en","type":"book-chapter","venue":"Atlantis highlights in engineering/Atlantis Highlights in Engineering","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Stability (learning theory); Materials science; Geology; Composite material; Geometry; Mathematics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001160999,0.002789007,0.003660819,0.004255728,0.00009515407,0.0004203458,0.002871316,0.001966459,0.0001839968],"category_scores_gemma":[0.0001439769,0.002703705,0.0004787791,0.002352577,0.0001205273,0.0008819297,0.0007715332,0.003347121,0.0003051654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387165,"about_ca_system_score_gemma":0.0001476391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007958279,"about_ca_topic_score_gemma":0.002717701,"domain_scores_codex":[0.9908117,0.00004800144,0.002848642,0.002376715,0.001317598,0.002597354],"domain_scores_gemma":[0.99612,0.000689991,0.0002761934,0.002190443,0.0001260115,0.0005974023],"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":[0.00004415626,0.0001071703,0.0002632086,0.001620212,0.0003901516,0.002395755,0.0002425413,0.9225575,0.0007015846,0.07073933,0.0007789288,0.0001595081],"study_design_scores_gemma":[0.005473477,0.0003007005,0.006628766,0.01431102,0.0003212711,0.0002351175,0.00004114903,0.6271966,0.001978841,0.0004197878,0.3347679,0.008325425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.172199,0.02589843,0.08517996,0.008281372,0.0651279,0.0371421,0.003022647,0.066374,0.5367746],"genre_scores_gemma":[0.9143696,0.02066901,0.006480498,0.00004424338,0.001127339,0.001050394,0.00108136,0.003230941,0.05194657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7421706,"threshold_uncertainty_score":0.9993292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280175138407287,"score_gpt":0.2022407006968107,"score_spread":0.1894389493127378,"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."}}