{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001923234,0.0004441699,0.00027723,0.0002068711,0.00009612019,0.0005709061,0.0001564459,0.0002476344,0.0006737932],"category_scores_gemma":[0.0002748016,0.0001548725,0.0003453383,0.0001881111,0.0002006333,0.0002938571,0.0002126196,0.0002984836,0.000255453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785712,"about_ca_system_score_gemma":0.00009078421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001549284,"about_ca_topic_score_gemma":0.0003160763,"domain_scores_codex":[0.9998249,0.00002824964,0.0000200733,0.00004695129,0.0000605143,0.0000193574],"domain_scores_gemma":[0.9997194,0.00008449253,0.00007767888,0.0000444856,0.00002763886,0.00004618193],"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":[0.00002227128,0.000006403714,0.00006798777,0.00003111149,0.000001763517,0.00002093597,0.00000666468,0.00004095968,0.998325,0.00001491518,0.000004999332,0.001456968],"study_design_scores_gemma":[0.000002324829,0.00006770112,0.0006245493,0.000002309995,0.000004064667,0.00003469697,0.000004565289,0.0002319968,0.9986075,0.000007417223,0.0004114185,0.000001422019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856197,0.002125828,0.01023739,0.00005876216,0.00005444042,0.00004778196,0.0001246149,0.0001151662,0.001616376],"genre_scores_gemma":[0.9864594,0.0008906189,0.01121391,0.00002450476,0.00001845811,0.00001770031,0.0001226693,0.00003014269,0.001222547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006737932,"threshold_uncertainty_score":0.002254069,"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."}}