{"id":"W1981687553","doi":"10.1385/abab:130:1:574","title":"Liquefaction of Corn Stover and Preparation of Polyester From the Liquefied Polyol","year":2006,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corn stover; Liquefaction; Polyol; Polyester; Chemistry; Pulp and paper industry; Organic chemistry; Hydrolysis; Polyurethane; Engineering","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":[0.0002055996,0.0005476032,0.0003773865,0.0003707236,0.0002996655,0.0002686326,0.0002119638,0.0002649007,0.001221046],"category_scores_gemma":[0.000280066,0.0001871066,0.0002748372,0.0006179249,0.0002367776,0.0004779671,0.0002977415,0.0007326974,0.0003683229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856189,"about_ca_system_score_gemma":0.0005053453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972594,"about_ca_topic_score_gemma":0.004755836,"domain_scores_codex":[0.9998966,0.00001022065,0.00001007846,0.00001314872,0.00002546755,0.00004432518],"domain_scores_gemma":[0.9999132,0.00002108371,0.00001468861,0.00001467416,0.00001523378,0.00002113188],"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":[0.0002599453,0.00004210311,0.0004314467,0.00008919137,0.000009614442,0.0001698975,0.00006575317,0.000656881,0.9907023,0.0001997805,0.00006039631,0.007312811],"study_design_scores_gemma":[0.000006330165,0.00005090956,0.001376985,0.000009098258,0.00000397891,0.0000372988,0.00002651275,0.0005648618,0.9970157,0.00004519736,0.000859118,0.000004129437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877046,0.001880169,0.008231641,0.0001311774,0.0000310878,0.00003643361,0.0004425033,0.00004694624,0.001495398],"genre_scores_gemma":[0.9808358,0.002063762,0.007891156,0.00006055825,0.00001343539,0.00004841903,0.002025595,0.0000472644,0.007013922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972594,"threshold_uncertainty_score":0.007898927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002790313022758573,"score_gpt":0.1803853270917151,"score_spread":0.1775950140689565,"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."}}