{"id":"W4402797085","doi":"10.1080/19392699.2024.2402438","title":"Relationship between coking properties measured by automatic Sapozhnikov plastometer with other measurements","year":2024,"lang":"en","type":"article","venue":"International Journal of Coal Preparation and Utilization","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Materials science; Engineering drawing; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004662611,0.0001179411,0.0001374538,0.0002733144,0.00008289371,0.0003591311,0.0001542432,0.00007937321,0.0001614524],"category_scores_gemma":[0.0002170582,0.00008570706,0.00004450608,0.0001810585,0.00006044015,0.0006852942,0.00002668176,0.0001887639,0.00001654862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272441,"about_ca_system_score_gemma":0.0001342591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004178633,"about_ca_topic_score_gemma":0.0000563895,"domain_scores_codex":[0.9981653,0.0001315673,0.000441096,0.0001427727,0.001006026,0.0001132201],"domain_scores_gemma":[0.9989988,0.0001400013,0.0001612975,0.0000669574,0.0005604438,0.00007251061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003146932,0.0004373178,0.6592769,0.0003734611,0.002537533,0.00005489008,0.00956764,0.01182319,0.02068589,0.009337704,0.02568046,0.2570781],"study_design_scores_gemma":[0.006556708,0.002542473,0.1791917,0.003992958,0.0006666161,0.0006854976,0.00136002,0.09331909,0.07602999,0.006297548,0.6278673,0.001490129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468884,0.0009630416,0.04655447,0.001346475,0.0004732782,0.0002042316,0.00001558282,0.0000747126,0.003479786],"genre_scores_gemma":[0.997889,0.00001459208,0.000101601,0.00005779835,0.0002457729,0.000008366799,0.0000253161,0.00001773656,0.001639848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6021869,"threshold_uncertainty_score":0.3495032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872632580298318,"score_gpt":0.3628742476361313,"score_spread":0.1756109896062995,"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."}}