{"id":"W2082162644","doi":"10.2316/journal.203.2004.3.203-3415","title":"Valroization of Selected Biomass and Wastes by Co-Pyrolysis with Coal","year":2004,"lang":"en","type":"article","venue":"International Journal of Power and Energy Systems","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coal; Biomass (ecology); Waste management; Pyrolysis; Environmentally friendly; Environmental science; Biomass fuels; Biofuel; Engineering; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005032348,0.00007632661,0.0001377433,0.0001145746,0.00001064338,0.00003161265,0.00009213849,0.00004314126,0.000008469566],"category_scores_gemma":[0.00001224131,0.00005890887,0.00001811156,0.00008447938,0.0000363432,0.0001380884,0.00000853841,0.0000367246,2.484956e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457541,"about_ca_system_score_gemma":0.0000184314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004253319,"about_ca_topic_score_gemma":0.000001457524,"domain_scores_codex":[0.9994019,0.000008878651,0.0002368611,0.00005663591,0.0002349706,0.00006075498],"domain_scores_gemma":[0.9994835,0.00002858769,0.0001184231,0.00003039554,0.0002858292,0.00005321283],"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":[0.00008791991,0.00003233996,0.002656088,0.0000509668,0.000487624,0.00001923639,0.000252391,0.001992285,0.9933257,0.0003353188,0.0004498927,0.0003102515],"study_design_scores_gemma":[0.001377351,0.0001548454,0.0005632009,0.0002165474,0.00003382106,0.0004689912,0.000256134,0.0003396107,0.9946278,0.00006451456,0.001763456,0.0001336998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877648,0.002032299,0.009632152,0.00006839765,0.0002412615,0.0000111778,0.00001631197,0.00001643693,0.000217184],"genre_scores_gemma":[0.9996966,0.0001425369,0.00007004666,0.000007857868,0.00003664366,7.19556e-7,0.000008061896,0.00000969507,0.00002788283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193178,"threshold_uncertainty_score":0.2402234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002541805476392168,"score_gpt":0.1827326893537631,"score_spread":0.1801908838773709,"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."}}