{"id":"W2621734767","doi":"10.1007/978-3-662-54959-9_2","title":"Degradation of Lignin by Pyrolysis","year":2017,"lang":"en","type":"book-chapter","venue":"Green chemistry and sustainable technology","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Lignin; Pyrolysis; Pyrolytic carbon; Monomer; Organic chemistry; Chemical engineering; Polymer; Cracking; Chemistry; Degradation (telecommunications); Materials science; Polymer chemistry","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":[0.00008911831,0.0005949819,0.0003128424,0.0003249674,0.0002033356,0.0005992105,0.0003343168,0.0003307327,0.003930584],"category_scores_gemma":[0.00006866844,0.0002700087,0.0003442534,0.0004528754,0.0003013665,0.000946713,0.0004538043,0.00114351,0.003880399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905158,"about_ca_system_score_gemma":0.0002676788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003380922,"about_ca_topic_score_gemma":0.0005594309,"domain_scores_codex":[0.9999102,0.000005522446,0.000002980679,0.00001825382,0.0000500218,0.00001298594],"domain_scores_gemma":[0.999987,0.000003722015,0.000001284877,0.000002563479,0.000003984015,0.000001405479],"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":[0.00005907303,0.0001332508,0.00009972591,0.001196604,0.00002683782,0.00029705,0.0001645256,0.00302077,0.5385781,0.04282534,0.01482453,0.3987742],"study_design_scores_gemma":[0.000007347311,0.0001132485,0.0004768046,0.0001224209,0.00001621215,0.0005596564,0.00004499928,0.002652584,0.5785257,0.01396391,0.4034931,0.00002391225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07577102,0.1861643,0.1358374,0.001937771,0.003089295,0.0001449148,0.0004080288,0.0009255785,0.5957216],"genre_scores_gemma":[0.1644317,0.09507346,0.01824577,0.0006644272,0.0004602166,0.00007831855,0.0006198561,0.0002512047,0.720175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003930584,"threshold_uncertainty_score":0.01314914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004049581620330569,"score_gpt":0.1800728580278384,"score_spread":0.1760232764075079,"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."}}