{"id":"W4387789304","doi":"10.1007/978-3-031-38141-6_13","title":"Improvements in Autoclave Availability at Vale’s Long Harbour Refinery","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Newfoundland and Labrador","funders":"","keywords":"Refinery; Downtime; Autoclave; Metallurgy; Corrosion; Leaching (pedology); Waste management; Environmental science; Base metal; Materials science; Engineering; Reliability engineering","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":[0.001542455,0.0004274912,0.0002536328,0.001242671,0.001102269,0.001425267,0.001374938,0.0008748735,0.01295478],"category_scores_gemma":[0.001213199,0.0003668006,0.0004346593,0.000745306,0.0004635451,0.001400069,0.0006720274,0.001238862,0.00301605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659531,"about_ca_system_score_gemma":0.003186437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04543787,"about_ca_topic_score_gemma":0.1504833,"domain_scores_codex":[0.9986995,0.0001208161,0.00002808988,0.000105134,0.0009461688,0.0001002615],"domain_scores_gemma":[0.9988122,0.0002475438,0.00003619048,0.000109698,0.0007225434,0.00007189289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003094203,0.0003437018,0.006148897,0.0004106685,0.00001912369,0.0005517386,0.001277329,0.01071898,0.129637,0.00769143,0.04368301,0.7992089],"study_design_scores_gemma":[0.00003986843,0.0005444898,0.03537213,0.0001937561,0.00003041912,0.0005959152,0.0009916521,0.01157746,0.1266557,0.002612481,0.8213086,0.00007758984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3395918,0.007240765,0.1164714,0.008141251,0.001307432,0.000394769,0.001830459,0.009478644,0.5155433],"genre_scores_gemma":[0.3293678,0.001949781,0.05472719,0.0006496254,0.00006789844,0.00005310597,0.001047847,0.00139287,0.6107438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9545621,"threshold_uncertainty_score":0.09034681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877918298465809,"score_gpt":0.2387784668644528,"score_spread":0.2099992838797947,"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."}}