{"id":"W1988976108","doi":"10.1515/hf.2006.061","title":"Elucidation of the structure of cellulolytic enzyme lignin","year":2006,"lang":"en","type":"article","venue":"Holzforschung","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"North Carolina State University","keywords":"Lignin; Middle lamella; Softwood; Hardwood; Ball mill; Materials science; Yield (engineering); Chemical structure; Chemistry; Pulp and paper industry; Chemical engineering; Organic chemistry; Composite material; Botany; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002690123,0.00007796568,0.000101766,0.00001914035,0.00001500404,0.000004059606,0.000132544,0.0000707954,0.00001815776],"category_scores_gemma":[0.000004914983,0.00005925954,0.00005343969,0.0001269714,0.00002873164,0.00004052145,0.00001947371,0.00008525899,0.000001939424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001521656,"about_ca_system_score_gemma":0.000009642365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001563901,"about_ca_topic_score_gemma":0.000005046272,"domain_scores_codex":[0.9995199,0.000005383255,0.0001843206,0.00006377939,0.0001253662,0.0001012614],"domain_scores_gemma":[0.9996921,0.00001570883,0.00004852791,0.0002076085,0.00002202383,0.00001400449],"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":[5.04236e-7,0.000005585862,0.001070187,0.0001114541,0.000008092869,2.196226e-7,0.00004241172,0.002698371,0.9901136,0.0002495001,0.005634718,0.00006537847],"study_design_scores_gemma":[0.0001222797,0.000003967452,0.001968655,0.00003103681,0.00001317691,0.000001898369,0.00002039445,0.0007535205,0.9964136,0.0003562163,0.0002527779,0.00006245111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890006,0.0002842062,0.00006872832,0.00001022776,0.0001518923,0.00005947769,0.00002039303,0.00004261581,0.01036192],"genre_scores_gemma":[0.9994016,0.000004407631,0.0001999695,0.000004735276,0.00008910747,6.17086e-7,0.00001124043,0.00001356894,0.0002747778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040103,"threshold_uncertainty_score":0.2416534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002289516994606387,"score_gpt":0.1557095673817781,"score_spread":0.1534200503871717,"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."}}