{"id":"W2755961743","doi":"10.1002/pc.24591","title":"Cellulose filaments reinforced low‐density polyethylene","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Kruger (Canada)","funders":"Mitacs","keywords":"Low-density polyethylene; Materials science; Composite material; Maleic anhydride; Polyethylene; Absorption of water; Cellulose; Reinforcement; Polymer; Chemical engineering; Copolymer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002003449,0.0003995651,0.0004409791,0.0001177293,0.001127535,0.0008922341,0.001632499,0.0001551554,0.0009177644],"category_scores_gemma":[0.00007180919,0.0003597972,0.0001854445,0.00007842929,0.0003299657,0.0008903379,0.000844957,0.0002556908,0.002182971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007476894,"about_ca_system_score_gemma":0.0000453266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008598108,"about_ca_topic_score_gemma":0.000009190727,"domain_scores_codex":[0.9976417,0.00006794911,0.0004597758,0.0005653219,0.0005536785,0.0007115564],"domain_scores_gemma":[0.9973782,0.0001382653,0.0004519502,0.001635607,0.0001109783,0.0002850272],"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":[0.0001011664,0.00002066271,0.00111624,0.00002733967,0.00002385648,0.00003448833,0.0001215808,0.00001744886,0.9949703,0.002493446,0.0006273269,0.0004462054],"study_design_scores_gemma":[0.0006226988,0.00008174316,0.002611185,0.00008037008,0.00003650722,0.0000306885,0.000006567163,0.0009110764,0.9947843,0.0001501982,0.000221448,0.0004631999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895903,0.0008081408,0.0002974671,0.0006090569,0.001059458,0.0002736635,0.0000259168,0.0002914108,0.007044611],"genre_scores_gemma":[0.9863662,0.00001101578,0.001489629,0.0004702688,0.0002528312,0.00001494699,0.00003360044,0.00004166216,0.01131989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004275277,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275467589397913,"score_gpt":0.250413215418458,"score_spread":0.2376585395244789,"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."}}