{"id":"W2389895247","doi":"","title":"An improved kinetic model for cellulose pyrolysis","year":2002,"lang":"en","type":"article","venue":"Journal of Zhejiang University(Engineering Science)","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Cellulose; Pyrolysis; Kinetic energy; Kinetics; Biomass (ecology); Chemistry; Thermodynamics; Chemical engineering; Chemical kinetics; Materials science; Organic chemistry; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005434717,0.0009087966,0.001193159,0.0007560513,0.0004753146,0.001039748,0.001859056,0.00152256,0.002561311],"category_scores_gemma":[0.0009049898,0.0004490868,0.001480609,0.000808134,0.0003197762,0.001763886,0.0006780024,0.001213159,0.001357955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009105565,"about_ca_system_score_gemma":0.00102974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313052,"about_ca_topic_score_gemma":0.002614913,"domain_scores_codex":[0.9996108,0.00006075563,0.00003456757,0.0000861927,0.0001606286,0.00004706141],"domain_scores_gemma":[0.9997807,0.00007349897,0.00002293111,0.00002239547,0.00009299306,0.000007555276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008051639,0.0000577494,0.0004077397,0.0003065923,0.00003271169,0.0002331357,0.00007860819,0.9150072,0.0260354,0.03202106,0.001241519,0.02449786],"study_design_scores_gemma":[0.000009394893,0.00001466189,0.0000962438,0.000005877094,0.00001082567,0.00003867605,0.000003667057,0.9929732,0.001704496,0.002481908,0.002650271,0.00001067881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01837127,0.001946026,0.9646738,0.0002877073,0.0002733493,0.0001406583,0.0004479038,0.0005579108,0.01330144],"genre_scores_gemma":[0.734521,0.006674037,0.2095935,0.0003045436,0.0002820044,0.001064472,0.001806303,0.0003849708,0.04536911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005313052,"threshold_uncertainty_score":0.01056421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008790942908510901,"score_gpt":0.1805127063535061,"score_spread":0.1717217634449952,"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."}}