{"id":"W1990358215","doi":"10.1002/mame.200600459","title":"Influence of Coupling Agents on Melt Flow Behavior of Natural Fiber Composites","year":2007,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Rheology; Shearing (physics); Ultra-high-molecular-weight polyethylene; Polymer; Wetting; Coupling (piping); Scanning electron microscope; Rheometer; Molar mass distribution; Polyethylene","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":[0.0002929254,0.0001961501,0.0003301278,0.000113833,0.00003933962,0.0000434607,0.0001872964,0.00007481773,0.00006996585],"category_scores_gemma":[0.00002906522,0.0001790534,0.00004534889,0.0001100427,0.00004845333,0.0001083387,0.0001125703,0.0000744642,0.00001126266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057722,"about_ca_system_score_gemma":0.000005997959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004517963,"about_ca_topic_score_gemma":4.855503e-7,"domain_scores_codex":[0.9988091,0.000008038658,0.0004400073,0.0002073641,0.0002493505,0.0002861297],"domain_scores_gemma":[0.9994664,0.00005501301,0.0001302523,0.0002067283,0.00007392424,0.00006763506],"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":[0.00004907804,0.00001335943,0.00005594364,0.0001509636,0.000011354,0.00002982373,0.00005056611,0.0474944,0.9519339,0.000130614,0.000001524441,0.00007847227],"study_design_scores_gemma":[0.0002380892,0.00007383089,0.007576609,0.0001787993,0.00002862397,0.00002386717,0.000002901438,0.001450967,0.9902202,0.000006370479,0.00002033046,0.0001794035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991162,0.0002082437,0.0001733566,0.000004046427,0.0002172477,0.0001825847,0.0000288711,0.00005079294,0.00001864186],"genre_scores_gemma":[0.9941448,0.000007234927,0.005747088,0.00001568664,0.00002794978,0.000005572517,0.00001375901,0.00002478298,0.00001310991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04604343,"threshold_uncertainty_score":0.7301586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005187041687195811,"score_gpt":0.2201116343788694,"score_spread":0.2149245926916736,"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."}}