{"id":"W2976886208","doi":"10.5539/jsd.v12n5p112","title":"Pyrolysis of Wood Residues in a Cylindrical Batch Reactor: Effect of Operating Parameters on the Quality and Yield of Products","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrolysis; tar (computing); Raw material; Yield (engineering); Char; Biomass (ecology); Pulp and paper industry; Chemistry; Phenols; Batch reactor; Gas chromatography; Organic chemistry; Waste management; Materials science; Catalysis; Chromatography; Agronomy; Composite material","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":[0.001475481,0.0001146195,0.0004337271,0.0001691427,0.00001252167,0.000008637658,0.0001677068,0.00006349399,0.00001450741],"category_scores_gemma":[0.001266005,0.00007369074,0.00004250275,0.0003347956,0.0000369297,0.0001016054,0.00005760661,0.000188563,3.984437e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183783,"about_ca_system_score_gemma":0.0001267391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104384,"about_ca_topic_score_gemma":9.167908e-7,"domain_scores_codex":[0.9986333,0.00007646473,0.0007089969,0.00009650183,0.0003188608,0.0001659017],"domain_scores_gemma":[0.998513,0.0007635264,0.0002974366,0.0001351014,0.0002543869,0.00003648573],"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":[0.0003925643,0.00009203125,0.02758613,0.003441504,0.0002098502,0.00002044104,0.00377357,0.0005472094,0.96219,0.000124148,0.00008776801,0.001534814],"study_design_scores_gemma":[0.0004103776,0.0002046658,0.013373,0.0003172442,0.00001390694,0.000003179713,0.002977541,0.00001438525,0.9825481,0.00003491215,0.00002527889,0.00007742007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991371,0.0002527922,0.000006785098,0.0002014603,0.0000326828,0.0002053106,5.012735e-7,0.000004459005,0.0001589291],"genre_scores_gemma":[0.9992017,0.00003055449,0.0007107776,0.00001187891,0.000005345848,0.000003487502,3.13779e-7,0.000009337275,0.00002663791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02035812,"threshold_uncertainty_score":0.3005021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340176461018803,"score_gpt":0.2335823966877617,"score_spread":0.2201806320775737,"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."}}