{"id":"W4254577589","doi":"10.1002/9781118061992.ch159","title":"Prediction of Calcined Coke Bulk Density","year":2011,"lang":"en","type":"other","venue":"","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada); Cégep de Jonquière","funders":"","keywords":"Calcination; Coke; Environmental science; Materials science; Metallurgy; Chemistry; Organic chemistry; Catalysis","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":[0.0002599871,0.0005914318,0.0003446642,0.0002946339,0.0003062495,0.000570856,0.0006149928,0.0004831154,0.002754438],"category_scores_gemma":[0.0006941738,0.0003788449,0.0004098872,0.0002433723,0.0002149566,0.0006106822,0.0002204098,0.0004296297,0.001076955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008297532,"about_ca_system_score_gemma":0.000605806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271146,"about_ca_topic_score_gemma":0.01317667,"domain_scores_codex":[0.9998569,0.000009790185,0.000003128946,0.0000472026,0.00007066218,0.00001227915],"domain_scores_gemma":[0.9997913,0.0001073683,0.000008434366,0.00001862035,0.0000674756,0.00000679123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000482121,0.000165434,0.01721215,0.0004493793,0.00006278428,0.0001306502,0.00008010407,0.8117069,0.108108,0.003787025,0.002470242,0.05534515],"study_design_scores_gemma":[0.00001645824,0.00004451304,0.004595673,0.00001293046,0.00001168982,0.00001351569,0.00002039524,0.9066807,0.08715467,0.0004659544,0.0009703197,0.00001313689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494425,0.001071748,0.1127078,0.0002023228,0.0001834027,0.0001493118,0.002433294,0.001617876,0.03219163],"genre_scores_gemma":[0.9801324,0.0003199973,0.01041238,0.00001446622,0.0000108305,0.00004693362,0.0009573749,0.00009454107,0.008011038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271146,"threshold_uncertainty_score":0.02527493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860129202509653,"score_gpt":0.2600243910334479,"score_spread":0.1914230990083514,"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."}}