{"id":"W4280522375","doi":"10.1016/j.scitotenv.2022.155412","title":"Pyrolysis of vegetable oil soapstock in fluidized bed: Characteristics of thermal decomposition and analysis of pyrolysis products","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexterra (Canada)","funders":"","keywords":"Pyrolysis; Chemistry; Deoxygenation; Decomposition; Thermal decomposition; Yield (engineering); Organic chemistry; Fluidized bed; Cracking; Chemical engineering; Materials science; Catalysis","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":[0.0001291011,0.0002778052,0.0002044679,0.0004267077,0.0002911887,0.0002896401,0.0001535536,0.0002165403,0.0007320947],"category_scores_gemma":[0.0002792266,0.0001574178,0.0003010512,0.0003775897,0.0002620099,0.0003476191,0.0001187065,0.0003113571,0.0001494128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803451,"about_ca_system_score_gemma":0.0002734895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777649,"about_ca_topic_score_gemma":0.00415937,"domain_scores_codex":[0.9998965,0.000009953594,0.000005090082,0.0000224351,0.0000413641,0.00002455837],"domain_scores_gemma":[0.999907,0.00003190194,0.00001013145,0.000004236495,0.0000300077,0.00001670355],"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":[0.0003889554,0.00002196291,0.001395299,0.00004079333,0.00001079628,0.000104926,0.00005491945,0.0003515463,0.9961895,0.00006507884,0.00001729093,0.001359024],"study_design_scores_gemma":[0.000005625944,0.0001505482,0.01441342,0.000004921742,0.00001445855,0.0001263523,0.0001281392,0.002408548,0.9823297,0.00005936542,0.0003473718,0.00001166021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983381,0.0002337007,0.0008354135,0.000008686562,0.000008318447,0.000004617998,0.0001106942,0.000007413892,0.0004530041],"genre_scores_gemma":[0.9986733,0.0001796525,0.0003385029,0.000004577134,0.000002029271,0.000003375553,0.0001400495,0.000005390199,0.0006531136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003777649,"threshold_uncertainty_score":0.007511318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004900817853065498,"score_gpt":0.1829980827062591,"score_spread":0.1780972648531935,"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."}}