{"id":"W7027690517","doi":"","title":"Corrosion of rock reinforcement in underground excavations","year":2008,"lang":"en","type":"dissertation","venue":"eSpace (Curtin University)","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Minerals and Energy Research Institute of Western Australia; Barrick Gold Corporation","keywords":"Corrosion; Reinforcement; Excavation; Rock mass classification; Service life; Underground mining (soft rock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002747217,0.0001742638,0.000363986,0.0003496814,0.0003193689,0.000536119,0.0003328929,0.0003344708,0.0006398275],"category_scores_gemma":[0.000537313,0.0002100959,0.0001954133,0.0002642462,0.0003587188,0.0002509752,0.0003957149,0.0003033405,0.0002467786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096511,"about_ca_system_score_gemma":0.000182243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004570522,"about_ca_topic_score_gemma":0.005673127,"domain_scores_codex":[0.999467,0.00006586847,0.00002227311,0.00008062181,0.0002990072,0.00006518663],"domain_scores_gemma":[0.9996935,0.00004449925,0.00008754375,0.00001584096,0.0001395057,0.000018975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007656933,0.0001224595,0.1191416,0.0006742202,0.00007945221,0.001735317,0.002686264,0.005067847,0.8244409,0.000410675,0.000526555,0.04434912],"study_design_scores_gemma":[0.00001600489,0.002371799,0.652696,0.0001304526,0.00009604452,0.001577967,0.004010339,0.009714447,0.3235847,0.0002734653,0.005478243,0.00005059685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984818,0.0002275538,0.0003835301,0.00001290333,0.000002982323,0.000006779457,0.00002462123,0.000007099094,0.00085272],"genre_scores_gemma":[0.9980313,0.0002519646,0.00032556,0.000006074215,0.00000155358,0.00000408476,0.00004152255,0.000002978942,0.00133498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004570522,"threshold_uncertainty_score":0.009087801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051213296850178,"score_gpt":0.1814251134352433,"score_spread":0.1709129804667415,"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."}}