{"id":"W2624785724","doi":"","title":"Influence of Corrosion Rate On the Capacity of Rock Support","year":2010,"lang":"en","type":"article","venue":"44th U.S. Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université Laval","funders":"","keywords":"Corrosion; Geology; Environmental science; Natural resource economics; Economics; Metallurgy; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009098959,0.0009626154,0.001146036,0.0002589338,0.0003894925,0.00005817258,0.001225659,0.0006885562,0.0001632585],"category_scores_gemma":[0.0002336841,0.000806355,0.0002740473,0.0007949483,0.00001267721,0.0002748996,0.0005076433,0.001642467,0.00002910682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764985,"about_ca_system_score_gemma":0.0003795243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005189093,"about_ca_topic_score_gemma":0.01143417,"domain_scores_codex":[0.9952307,0.0001084976,0.001459733,0.0008641878,0.001154655,0.001182246],"domain_scores_gemma":[0.9965737,0.0004971786,0.0004355034,0.001389754,0.0004682162,0.0006355781],"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":[0.00003904357,0.0000593417,0.000003403954,0.0002640802,0.00004618325,0.00000642662,0.00006392322,0.503773,0.4775915,0.01748789,0.0006391583,0.00002600824],"study_design_scores_gemma":[0.0007849648,0.0005782375,0.000008973817,0.0002283255,0.0001602927,0.00006706775,0.00007861603,0.5934353,0.3916074,0.003973693,0.008096989,0.000980052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3446335,0.0002859381,0.6405309,0.002640432,0.005718663,0.002697169,0.0008893515,0.0009332151,0.001670846],"genre_scores_gemma":[0.9981707,0.0005495564,0.0001472941,0.0005072115,0.0001352982,0.00009696294,0.00003227819,0.0001627211,0.000197938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6535372,"threshold_uncertainty_score":0.9994387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006222747821749734,"score_gpt":0.1768584877739216,"score_spread":0.1706357399521719,"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."}}