{"id":"W1982629705","doi":"10.6000/1929-5030.2014.03.03.1","title":"Bio-Oil Production from Cirsium yildizianum through Pyrolysis in a Fixed-Bed Reactor","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Solution Chemistry and Modeling","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrolysis; Production (economics); Environmental science; Pulp and paper industry; Waste management; Petroleum engineering; Engineering; Economics; Microeconomics","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":[0.0001824681,0.0001343538,0.0002214762,0.00002969889,0.00003556302,0.00002329373,0.0001038156,0.0001502932,0.00002388929],"category_scores_gemma":[0.00005167133,0.000133084,0.00005068182,0.0001266142,0.00002643629,0.0001734852,0.00002369863,0.0002643033,0.000001845217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008188881,"about_ca_system_score_gemma":0.00001893371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006220813,"about_ca_topic_score_gemma":6.846165e-7,"domain_scores_codex":[0.9991282,0.000005713597,0.0003834185,0.000163116,0.0001591494,0.0001604622],"domain_scores_gemma":[0.9996037,0.00002920108,0.0001180067,0.0001144526,0.00006441301,0.00007018643],"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":[0.00005605594,0.00002061885,0.00001190479,0.000111182,0.00002745157,7.706973e-7,0.0002969538,0.01411463,0.9817445,0.00000572161,0.00006566069,0.003544578],"study_design_scores_gemma":[0.0004546944,0.000004501861,0.00000274876,0.00008853273,0.00003270815,0.000007797419,0.0002182675,0.07201584,0.925613,0.001158568,0.0002595076,0.0001438279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877881,0.0003353235,0.01061689,0.0001834193,0.0001323123,0.00002085345,0.000002500952,0.00004816132,0.000872419],"genre_scores_gemma":[0.9966984,0.000276215,0.002614455,0.00002245166,0.0003520697,0.000003212525,0.000008141116,0.000015693,0.000009316427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05790121,"threshold_uncertainty_score":0.5427006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147134772163872,"score_gpt":0.2047585850378971,"score_spread":0.1932872373162584,"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."}}