{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528424,0.0007034289,0.0007058504,0.0006525649,0.000568465,0.0008820204,0.0004785974,0.0008889171,0.006132294],"category_scores_gemma":[0.002300014,0.0003794869,0.0008459727,0.0008232991,0.000372624,0.0008178338,0.0004290818,0.0005432359,0.001370528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663532,"about_ca_system_score_gemma":0.0001946601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005061,"about_ca_topic_score_gemma":0.00296514,"domain_scores_codex":[0.9968463,0.0002063219,0.0002788391,0.0006145887,0.001767064,0.0002870045],"domain_scores_gemma":[0.9963677,0.000463965,0.0005897402,0.0003340385,0.002062006,0.0001826657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002651171,0.0002557321,0.004504956,0.0004430042,0.0001023179,0.0001787792,0.0002523962,0.0005611667,0.9722303,0.00006731384,0.0003533578,0.01839949],"study_design_scores_gemma":[0.00006766229,0.002248275,0.04226686,0.00003956551,0.0001962547,0.0001783608,0.0002175621,0.0005356077,0.9494061,0.00005702053,0.004731821,0.0000548188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784713,0.003192148,0.006518813,0.0001062238,0.0001405686,0.0003681363,0.005385332,0.0002275372,0.005589998],"genre_scores_gemma":[0.9625019,0.001496292,0.008502295,0.0001104524,0.00002693952,0.0002208418,0.009616957,0.0003534344,0.01717083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006132294,"threshold_uncertainty_score":0.02051461,"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."}}