{"id":"W2767161650","doi":"","title":"Quality of Pellets before and after Torrefaction. Results of Experiments","year":2017,"lang":"en","type":"article","venue":"Institutional Repository National Mining University of Ukraine (National Mining University of Ukraine)","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Torrefaction; Pellets; Quality (philosophy); Pulp and paper industry; Environmental science; Process engineering; Waste management; Materials science; Engineering; Pyrolysis; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000746696,0.0002078785,0.0004954692,0.0003477732,0.0007823141,0.00001464818,0.0005387731,0.0002198488,0.0001926049],"category_scores_gemma":[0.0009553542,0.0002763501,0.0002760312,0.000154657,0.001669634,0.0006057149,0.0002782535,0.0001553164,0.000001362242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253849,"about_ca_system_score_gemma":0.0007983911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200641,"about_ca_topic_score_gemma":0.000220136,"domain_scores_codex":[0.997348,0.000083119,0.0005893574,0.00043161,0.001381582,0.0001663508],"domain_scores_gemma":[0.9954988,0.0005051394,0.001652791,0.0002909648,0.001932559,0.0001197341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02055538,0.005472904,0.3646456,0.007184321,0.007702061,0.0004612844,0.07281008,0.01845685,0.3479453,0.1446149,0.003840158,0.006311157],"study_design_scores_gemma":[0.0295654,0.0008136598,0.8143502,0.005358318,0.0009934454,0.0001626506,0.05352925,0.01121138,0.04640002,0.001774524,0.03340308,0.002438011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399987,0.0001131802,0.0002598799,0.000246379,0.00009508191,0.00005456861,0.0007672776,0.00001792521,0.05844701],"genre_scores_gemma":[0.9901106,0.00006497461,0.006210248,0.00001020405,0.00009160293,1.448853e-7,0.0001802691,0.000007476406,0.003324529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497047,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522267394978028,"score_gpt":0.2758012935765854,"score_spread":0.2405786196268051,"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."}}