{"id":"W1978874115","doi":"10.1021/ie990550+","title":"Acid-Catalyzed 2-Furaldehyde (Furfural) Decomposition Kinetics","year":2000,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Furfural; Catalysis; Kinetics; Decomposition; Chemistry; Organic chemistry","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":[0.0005754659,0.0006034108,0.000680978,0.0002581927,0.0001872849,0.0002887102,0.0004984434,0.0003873437,0.001504494],"category_scores_gemma":[0.0004901523,0.0002986248,0.0003666589,0.0003412827,0.0001840624,0.0003944075,0.0001470366,0.0004878041,0.0005863265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005618653,"about_ca_system_score_gemma":0.0002859184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332435,"about_ca_topic_score_gemma":0.002008854,"domain_scores_codex":[0.9996118,0.00004774125,0.00003042085,0.00008702702,0.0001223377,0.0001006462],"domain_scores_gemma":[0.9997911,0.0000705901,0.00002847263,0.00001459775,0.00008092369,0.0000143533],"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":[0.0001944146,0.00002180265,0.0002418975,0.00007982505,0.000009530051,0.00002748528,0.00002808892,0.001027476,0.9963158,0.00009917614,0.00003652922,0.001918065],"study_design_scores_gemma":[0.00000646339,0.0001465187,0.0007985032,0.000002916447,0.000007053722,0.00002435481,0.00000748611,0.003068572,0.9955217,0.00002846516,0.0003791796,0.000008840829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871904,0.001343457,0.008812587,0.00003432309,0.00002266001,0.00006997397,0.0008261994,0.0001524055,0.001547996],"genre_scores_gemma":[0.9913782,0.001007046,0.005459989,0.00001270202,0.000006242446,0.00005167666,0.0005618106,0.00002367144,0.001498612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002332435,"threshold_uncertainty_score":0.005033016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111676742471886,"score_gpt":0.3189510383687352,"score_spread":0.2678342709440163,"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."}}