{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004328265,0.0001182946,0.0002097639,0.0001091037,0.00001515533,0.000004540034,0.0001288456,0.0003864118,0.0998805],"category_scores_gemma":[0.00003183979,0.00009570065,0.00006269485,0.0001192704,0.00006402143,0.00001041897,0.00009653535,0.0001869088,0.0007284478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200425,"about_ca_system_score_gemma":0.00009089466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03178478,"about_ca_topic_score_gemma":0.007069141,"domain_scores_codex":[0.9992625,0.00003097433,0.000140765,0.0001800038,0.0002280781,0.0001576857],"domain_scores_gemma":[0.9994574,0.00001679131,0.00005952938,0.0003216056,0.00008067544,0.00006396417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002859059,0.00005160228,0.0003289833,0.00004431785,0.00008672372,0.00001333367,0.00001361088,7.544049e-7,0.0002176793,0.006542693,0.9793877,0.01328398],"study_design_scores_gemma":[0.0001926518,0.0000492365,0.0004652605,0.00004007476,0.00001870307,0.000004245947,0.00001318693,0.00001502995,0.005911134,0.0002634608,0.9929463,0.00008071222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002169076,0.00009855792,0.0000957715,0.00003208647,0.0002184278,0.00008071371,0.00006845132,0.000154773,0.9990343],"genre_scores_gemma":[0.005455584,0.00009040631,0.00004346243,0.0000224583,0.0002765755,0.000006249233,0.00005828433,0.0001170974,0.9939299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09915206,"threshold_uncertainty_score":0.9746627,"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."}}