{"id":"W2324391797","doi":"10.1021/bm4009827","title":"Laccase Complex with Polyvinylamine Bearing Grafted TEMPO is a Cellulose Adhesion Primer","year":2013,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Brock University","keywords":"Cellulose; Chemistry; Laccase; Polymer chemistry; Amine gas treating; Adhesion; Chemical modification; Polyelectrolyte; Organic chemistry; Enzyme; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007647616,0.0002154561,0.000171131,0.00002912028,0.0001623655,0.0001100446,0.0002258293,0.0001081767,0.001146493],"category_scores_gemma":[0.00002243709,0.00008069486,0.00006310335,0.0004691087,0.00008491416,0.0001883502,0.00008516107,0.00008108981,0.0004623725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002519125,"about_ca_system_score_gemma":0.000008151559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048721,"about_ca_topic_score_gemma":0.000374638,"domain_scores_codex":[0.998698,0.00006378809,0.0002215609,0.0003867557,0.000288889,0.0003410302],"domain_scores_gemma":[0.9994403,0.0000718144,0.000114857,0.0001034479,0.0001124628,0.0001571149],"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":[0.00002045055,0.0001004477,0.004559787,0.000006276574,0.00001677348,0.00002177247,0.00005643268,1.013463e-7,0.9760979,0.00004282737,0.003259669,0.01581754],"study_design_scores_gemma":[0.0003452565,0.0003992501,0.4128242,0.00003728712,0.00002191649,0.00003150361,0.0001453355,0.0002340638,0.5815418,0.00008703578,0.00397142,0.0003608983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971017,0.000187316,0.00001815336,0.001584966,0.00003767176,0.0003844853,0.00003892887,0.0001677157,0.0004790348],"genre_scores_gemma":[0.9974234,0.00001331074,0.001051539,0.0004424519,0.00009899525,0.00004022066,0.0003946127,0.000003580753,0.0005319622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082644,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971908812115542,"score_gpt":0.2094290236646727,"score_spread":0.1897099355435173,"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."}}