{"id":"W2028064620","doi":"10.1002/pen.20841","title":"Melt compounding of polypropylene‐based clay nanocomposites","year":2007,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Masterbatch; Polypropylene; Organoclay; Compounding; Plastics extrusion; Nanocomposite; Composite material; Maleic anhydride; Dispersion (optics); Montmorillonite; Polymer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009202816,0.0001590093,0.000207003,0.0002839304,0.0002135648,0.0001001195,0.0003695332,0.00003953553,0.00002867974],"category_scores_gemma":[0.00002950129,0.0001305437,0.00003979776,0.0004816244,0.0004408784,0.0002663117,0.0001019609,0.0000737459,0.000007453573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675769,"about_ca_system_score_gemma":0.00006521846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710278,"about_ca_topic_score_gemma":0.00000166097,"domain_scores_codex":[0.9985058,0.00001125915,0.0002873104,0.0003076212,0.0003774225,0.0005106364],"domain_scores_gemma":[0.9993373,0.0001194472,0.00007663708,0.0002259908,0.00005176592,0.0001888442],"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":[0.00001794418,0.00001951421,0.001206345,0.00003527295,0.000002091786,0.000002489408,0.0002060141,0.0001601018,0.9960591,0.0008621804,0.000002750738,0.001426226],"study_design_scores_gemma":[0.0001681252,0.00006698852,0.002584534,0.00006726013,0.000008638928,0.00001589775,0.00002090142,0.006982685,0.9897548,0.000005097977,0.0001455665,0.0001794914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904242,0.003647836,0.004706601,0.00006971452,0.0003742602,0.00007652926,0.000005813514,0.00009892107,0.0005961559],"genre_scores_gemma":[0.9952672,0.000007592171,0.004536827,0.00006043364,0.00004813689,0.000002873845,6.429682e-7,0.00001273915,0.0000636165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006822583,"threshold_uncertainty_score":0.5323418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019545970353403,"score_gpt":0.2281853467206851,"score_spread":0.2179898870171511,"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."}}