{"id":"W2732770293","doi":"10.1016/j.jclepro.2017.06.235","title":"Green synthesis of novel biocomposites from treated cellulosic fibers and recycled bio-plastic polylactic acid","year":2017,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Ozymes (Canada); Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Polylactic acid; Materials science; Ultimate tensile strength; Cellulose fiber; Composite material; Cellulosic ethanol; Fourier transform infrared spectroscopy; Cellulose; Pulp (tooth); Polymer; Fiber; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004312031,0.000154079,0.000375871,0.0001333387,0.0002885373,0.000136561,0.0002793381,0.00007949263,0.00008865885],"category_scores_gemma":[0.0004028802,0.0001066756,0.00008112868,0.00004359741,0.0002631246,0.0006037828,0.00004886507,0.00009789815,0.00000528044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002585743,"about_ca_system_score_gemma":0.00003296965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656164,"about_ca_topic_score_gemma":0.0000430151,"domain_scores_codex":[0.9987864,0.00009078011,0.0004749931,0.0002263065,0.0002636517,0.0001578759],"domain_scores_gemma":[0.9982126,0.0001421325,0.00105828,0.0003644777,0.0001431166,0.00007943544],"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":[0.0004874176,0.0001133837,0.002382144,0.00004107227,0.00005539401,0.000002591486,0.0001674989,0.00000273563,0.9565746,0.000003741451,0.0001285422,0.0400409],"study_design_scores_gemma":[0.0002750892,0.0001471755,0.0105756,0.0002177416,0.000217664,0.0000610681,0.0001067509,0.0000779634,0.9878936,0.00005465492,0.0002452875,0.0001274074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940701,0.003124504,0.00009299486,0.001732859,0.0007931022,0.00005297821,0.00002378948,0.00001181877,0.00009782459],"genre_scores_gemma":[0.997849,0.0001907844,0.001323849,0.00001171095,0.0004186354,0.00000201876,7.35687e-7,0.00001661137,0.0001866626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0399135,"threshold_uncertainty_score":0.4350104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659605775062571,"score_gpt":0.2318799098308169,"score_spread":0.2052838520801912,"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."}}