{"id":"W2781868885","doi":"","title":"Development of Biocomposites Based on Cellulosic Reinforcements","year":2017,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cellulosic ethanol; Composite material; Polymer science; Materials science; Cellulose; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002016405,0.0004128034,0.0001806255,0.0003563632,0.0001216734,0.0003852057,0.0002602088,0.0003886365,0.0009719427],"category_scores_gemma":[0.000262485,0.0001981861,0.000303104,0.0002647005,0.0001236255,0.0003824107,0.0002047656,0.0004722603,0.0006525329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324261,"about_ca_system_score_gemma":0.0002194795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711541,"about_ca_topic_score_gemma":0.00106017,"domain_scores_codex":[0.9998974,0.00001142785,0.000012096,0.00001901029,0.00003414128,0.00002602315],"domain_scores_gemma":[0.999871,0.00001346173,0.00003444981,0.00001285996,0.00004014847,0.00002806994],"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":[0.00002878623,0.00005217885,0.000141243,0.0001124789,0.000008867895,0.0001236904,0.0000252343,0.0006206543,0.9879028,0.0006490385,0.0001166677,0.01021842],"study_design_scores_gemma":[0.000005370347,0.0001532882,0.0006721219,0.00002222714,0.00001541448,0.00008668729,0.00001567702,0.001715172,0.9896708,0.00006627532,0.007570128,0.000006717723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480041,0.006087104,0.03126905,0.0001806931,0.0003373406,0.000143914,0.0002248716,0.0002801352,0.01347282],"genre_scores_gemma":[0.9503747,0.00527778,0.03383602,0.0001153996,0.00002918335,0.0001209433,0.000298864,0.00008368489,0.009863294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009719427,"threshold_uncertainty_score":0.003251493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795450813540582,"score_gpt":0.24174096358423,"score_spread":0.2237864554488242,"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."}}