{"id":"W4415030851","doi":"10.1016/j.indcrop.2025.121869","title":"Fuel briquettes produced via the co-treatment of wood sawdust, miscanthus and wheat straw: Physicochemical properties","year":2025,"lang":"en","type":"article","venue":"Industrial Crops and Products","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Briquette; Miscanthus; Biomass (ecology); Sawdust; Raw material; Bioenergy; Straw; Biofuel; Compaction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444684,0.000409362,0.0003284377,0.0004572835,0.0001689661,0.000365678,0.0001735848,0.0002729498,0.0008106029],"category_scores_gemma":[0.0002595034,0.0001919487,0.0003553803,0.0003344874,0.0001572817,0.0002950983,0.0002942765,0.0003432211,0.0001821395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390812,"about_ca_system_score_gemma":0.0001295642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003768622,"about_ca_topic_score_gemma":0.001801217,"domain_scores_codex":[0.9998581,0.00001533598,0.00001613653,0.0000329681,0.00005006191,0.00002740692],"domain_scores_gemma":[0.999881,0.00002302067,0.00004451962,0.000008330746,0.00002350832,0.00001948681],"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":[0.0001371915,0.00002614823,0.0005887679,0.00008745327,0.00001162809,0.00004311702,0.00003350935,0.000154342,0.9965348,0.00002960615,0.000009600068,0.002343754],"study_design_scores_gemma":[0.000007177254,0.0005270583,0.009275364,0.000009216453,0.0000347505,0.00008003977,0.00005670059,0.0006711165,0.9884631,0.00001686435,0.0008519218,0.000006648424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983962,0.0004194608,0.0008227331,0.000006487292,0.000007432675,0.000009846788,0.0000473443,0.00001040915,0.0002801946],"genre_scores_gemma":[0.9962099,0.0004775367,0.002316169,0.00001042737,0.000004190549,0.0000195576,0.00009361344,0.00001288208,0.0008557994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008106029,"threshold_uncertainty_score":0.002711713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455681363730659,"score_gpt":0.2227074583600742,"score_spread":0.1981506447227677,"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."}}