{"id":"W2023246135","doi":"10.1021/bm9014667","title":"Application of Polyhydroxyalkanoate Granules for Sizing of Paper","year":2010,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polyhydroxyalkanoates; Sizing; Bioplastic; Granule (geology); Ultimate tensile strength; Materials science; Copolymer; Polymer; Chemical engineering; Biopolymer; Coating; Aqueous solution; Composite material; Chemistry; Organic chemistry; Bacteria","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":[0.0002363579,0.00010195,0.0001944664,0.0000495086,0.00007433809,0.00001650582,0.0002365151,0.00007642523,0.00007343094],"category_scores_gemma":[0.00004476657,0.00007727565,0.00008632634,0.00007328948,0.0002164696,0.00007762034,0.00003642415,0.00002772959,0.000009310525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000252484,"about_ca_system_score_gemma":0.00002423313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004152311,"about_ca_topic_score_gemma":0.00007160695,"domain_scores_codex":[0.9992163,0.00002262345,0.0002901077,0.0001829591,0.0001262064,0.0001618007],"domain_scores_gemma":[0.9993604,0.00007204914,0.0001813653,0.0002746831,0.00007598851,0.00003554429],"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":[0.00003920976,0.00004431743,0.0001592218,0.00008328395,0.00000680124,1.189296e-7,0.00009114505,8.157775e-8,0.9572911,0.004400543,0.00002357527,0.03786066],"study_design_scores_gemma":[0.0001416932,0.00004861446,0.0005092968,0.00001642236,0.00001856764,0.000002686671,0.0000281156,0.0001279576,0.9951243,0.0008330638,0.003050799,0.00009848786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913172,0.002934795,0.004645121,0.0001834132,0.0001883513,0.0001804181,0.0001275588,0.00003223421,0.000390937],"genre_scores_gemma":[0.9889753,0.00001362396,0.0108473,0.00003004825,0.00003906038,0.00004434937,0.00000637501,0.00001428226,0.00002967336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03783325,"threshold_uncertainty_score":0.315121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059656763905977,"score_gpt":0.2322148290665736,"score_spread":0.2216182614275138,"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."}}