{"id":"W2355371309","doi":"","title":"Melt rheology of wheat straw fiber reinforced polypropylene composites","year":2010,"lang":"en","type":"article","venue":"Fuhe cailiao xuebao","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations","funders":"","keywords":"Composite material; Materials science; Polypropylene; Rheology; Straw; Extrusion; Fiber; Viscosity; Polymer; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003158817,0.0003509368,0.0005634493,0.0001814182,0.0001705312,0.0000866323,0.0008652929,0.0003153487,0.006191918],"category_scores_gemma":[0.0001228723,0.0002979474,0.0001800954,0.0002978648,0.0004424593,0.0004818279,0.0002845108,0.0005005488,0.001414665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003796324,"about_ca_system_score_gemma":0.00009613927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003869139,"about_ca_topic_score_gemma":0.00006019025,"domain_scores_codex":[0.9976515,0.00006998019,0.0006773657,0.0004899346,0.0004516102,0.000659625],"domain_scores_gemma":[0.9980199,0.0002644218,0.0002816954,0.0009358302,0.0002740972,0.0002240444],"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":[0.0001245305,0.000015419,0.0001220035,0.00005591841,0.00001916581,0.00001076578,0.0001226137,0.0001357415,0.9822597,0.01480187,0.00181246,0.0005198336],"study_design_scores_gemma":[0.0005826719,0.0002011981,0.0002942255,0.00003439586,0.00003871593,0.00008150838,0.00001524771,0.0006984292,0.9930214,0.0002781873,0.004408767,0.0003452185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988698,0.0001797075,0.000138255,0.0004428158,0.001160448,0.0003720955,0.00005100128,0.0002200172,0.008737647],"genre_scores_gemma":[0.957911,0.00000896102,0.0101311,0.000207795,0.0002187485,0.0000204626,0.00005148489,0.00004037717,0.03141007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03078702,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007947679013456787,"score_gpt":0.235849270000086,"score_spread":0.2279015909866292,"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."}}