{"id":"W7116041928","doi":"10.82417/hyxm-f717","title":"Thermogravimetric analysis of refuse-derived fuel and its sorted fractions under torrefaction conditions","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Sherbrooke; Enerkem","keywords":"Torrefaction; Refuse-derived fuel; Thermogravimetric analysis; RDF; Mass fraction; Fraction (chemistry); Sorting; Heat of combustion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002247799,0.0006169746,0.001167757,0.009350557,0.0001762332,0.00007455314,0.0002779078,0.0007760459,0.01206527],"category_scores_gemma":[0.0002711821,0.0006413364,0.0004682714,0.00913903,0.0001781647,0.0001716867,0.0001056489,0.0005824244,0.001023309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294519,"about_ca_system_score_gemma":0.0002432051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586787,"about_ca_topic_score_gemma":0.005869168,"domain_scores_codex":[0.9972494,0.0003250168,0.0004958043,0.00088646,0.0006058972,0.0004374421],"domain_scores_gemma":[0.9971783,0.0003335041,0.001031721,0.0009527276,0.0003052939,0.0001984089],"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":[0.0002976359,0.001976543,0.00463508,0.0007156503,0.06736179,0.00003403784,0.0008623232,0.002147056,0.07638991,0.01342029,0.830809,0.001350688],"study_design_scores_gemma":[0.002720055,0.0001429208,0.2612404,0.0005974233,0.03877993,0.00001002954,0.001542863,0.001948223,0.001694215,0.0004087338,0.6887099,0.002205366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02725255,0.01205918,0.002788062,0.001018709,0.001777616,0.003107032,0.01581639,0.003097033,0.9330834],"genre_scores_gemma":[0.395496,0.0008993531,0.0001699242,0.00009461321,0.0001264561,0.0000960327,0.001337331,0.0006753794,0.601105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3682434,"threshold_uncertainty_score":0.9997545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843645531036345,"score_gpt":0.2981183661030412,"score_spread":0.2796819107926777,"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."}}