{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003326366,0.0001649439,0.0001958275,0.0006251599,0.00005626306,0.0000102631,0.0001736178,0.0001387148,0.00008359487],"category_scores_gemma":[0.00001311,0.0002011337,0.00006259109,0.0004673539,0.00001086778,0.0001709436,0.00002620411,0.000181448,0.00002555572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569692,"about_ca_system_score_gemma":0.00003259918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009525061,"about_ca_topic_score_gemma":0.001253941,"domain_scores_codex":[0.999372,0.00001393262,0.0001695294,0.0001384878,0.0001491908,0.000156827],"domain_scores_gemma":[0.9996438,0.00002156892,0.0001028877,0.0001547825,0.00004781531,0.00002912209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006793927,0.0001490724,0.003549202,0.002514803,0.0002260832,0.0001346999,0.01952174,0.9194684,0.01257792,0.02041285,0.01823756,0.002528297],"study_design_scores_gemma":[0.004665023,0.000486293,0.01748948,0.002925921,0.0004923333,0.000002877281,0.06651963,0.09027654,0.03117205,0.0002348083,0.7826911,0.003043946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6950852,0.0005812485,0.004591278,0.00006049028,0.001027883,0.0006072538,0.00000789812,0.0003188427,0.2977199],"genre_scores_gemma":[0.838403,0.001173429,0.00007719154,0.000003133699,0.00001776845,9.288465e-7,0.0001782413,0.00002399083,0.1601223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8291919,"threshold_uncertainty_score":0.8201994,"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."}}