{"id":"W2373070172","doi":"","title":"Practice of Improving the Yield of Large Capacity Coke Oven","year":2011,"lang":"en","type":"article","venue":"","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coke; Coal; Yield (engineering); Coke oven; Waste management; Coke strength after reaction; Production (economics); Process engineering; Environmental science; Petroleum coke; Metallurgy; Engineering; Materials science; Economics; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001120475,0.0005870412,0.0002600077,0.001173579,0.001252945,0.0008041618,0.001018161,0.0004179785,0.003341646],"category_scores_gemma":[0.002693891,0.0002832515,0.0001963423,0.000851798,0.0006319068,0.001192297,0.0008298308,0.000845859,0.001654903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009908524,"about_ca_system_score_gemma":0.001152623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842216,"about_ca_topic_score_gemma":0.009421517,"domain_scores_codex":[0.9991002,0.0001151368,0.00005348995,0.0001608981,0.000496543,0.00007382486],"domain_scores_gemma":[0.9983811,0.000239053,0.0001558373,0.0002957631,0.0008551932,0.00007304924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003836625,0.0004753022,0.01576115,0.0007093427,0.00006071835,0.0004879766,0.001159877,0.01809692,0.2602326,0.01374138,0.004942185,0.6839489],"study_design_scores_gemma":[0.00006123088,0.0008631781,0.02626958,0.0003106872,0.00009018392,0.001517585,0.001368303,0.04015889,0.7717211,0.01163423,0.145847,0.0001580023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4085014,0.004750402,0.5076525,0.002652417,0.0003458244,0.0003331481,0.000199544,0.003016516,0.07254819],"genre_scores_gemma":[0.862206,0.001773883,0.1200072,0.0002004364,0.0001051844,0.00007967343,0.0001377089,0.0002153559,0.01527445],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003842216,"threshold_uncertainty_score":0.01117891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102500794375943,"score_gpt":0.2879387269673858,"score_spread":0.1776886475297914,"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."}}