{"id":"W2020178829","doi":"10.1021/ie050635c","title":"Enhancing Wet Cellulose Adhesion with Proteins","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Material Properties and Processing","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cellulose; Adhesion; Lysine; Amine gas treating; Chemistry; Wet strength; Grafting; Chemical engineering; Amino acid; Polymer chemistry; Materials science; Organic chemistry; Polymer; Biochemistry","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":[0.000593583,0.0002403894,0.0002187758,0.00007869238,0.0001130358,0.0001998971,0.0002973224,0.0002821333,0.0005120375],"category_scores_gemma":[0.0001267956,0.0002115179,0.00003550678,0.000390198,0.0000454752,0.0002077003,0.00007955195,0.001005849,0.00006954411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204816,"about_ca_system_score_gemma":0.00009535836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003275964,"about_ca_topic_score_gemma":0.00000261111,"domain_scores_codex":[0.9981781,0.00001955585,0.0002869348,0.000278095,0.0005158759,0.0007214586],"domain_scores_gemma":[0.99931,0.0000614474,0.00002048225,0.0002962714,0.0001008614,0.0002109332],"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":[0.00004881198,0.0000149929,0.00001015576,0.0003297424,0.0000226793,0.00001359075,0.0001007095,0.02269991,0.9725159,0.00000446197,0.0006010978,0.003637945],"study_design_scores_gemma":[0.0004713745,0.00004204438,0.000003197926,0.0003442986,0.000005974749,0.00001508641,0.00003452651,0.0161706,0.9329866,0.000002280978,0.04966038,0.0002636589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926112,0.000512751,0.0002343734,0.000166001,0.0001789453,0.0003580111,0.000007514642,0.0006211501,0.005310086],"genre_scores_gemma":[0.9959332,0.00002107741,0.0003858605,0.000003287662,0.002115234,0.00007806395,0.00001185405,0.00008870216,0.001362726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905928,"threshold_uncertainty_score":0.8625449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143406067334867,"score_gpt":0.267804669716513,"score_spread":0.2163706090431644,"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."}}