{"id":"W2092012768","doi":"10.1002/pen.20098","title":"Melt compounding of different grades of polystyrene with organoclay. Part 1: Compounding and characterization","year":2004,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada","funders":"McGill University","keywords":"Organoclay; Compounding; Materials science; Nanocomposite; Polystyrene; Intercalation (chemistry); Composite material; Polymer; Polymer chemistry; Chemical engineering; Organic chemistry; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835287,0.0006200458,0.0002792711,0.0005029888,0.0001862783,0.0001975795,0.0001732964,0.0002799437,0.001344194],"category_scores_gemma":[0.0002855329,0.0002080542,0.0003301414,0.0003750449,0.0001537385,0.0002622643,0.0002332457,0.0002979462,0.0002570888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385158,"about_ca_system_score_gemma":0.000209135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009762932,"about_ca_topic_score_gemma":0.001611566,"domain_scores_codex":[0.9997994,0.00002406508,0.00002557201,0.00005241629,0.00006123032,0.0000372078],"domain_scores_gemma":[0.9997934,0.00003907011,0.00007566105,0.00001738925,0.00004097934,0.00003350322],"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":[0.00004945142,0.000004299649,0.00007918903,0.00002135425,0.000003308492,0.00001598161,0.00001113359,0.00003860657,0.9993217,0.000007648101,0.000003687582,0.0004437015],"study_design_scores_gemma":[0.000002281212,0.0001579208,0.0006925825,0.000002032982,0.00001189171,0.00001725644,0.000006388293,0.0001019498,0.9987181,0.000002342947,0.0002852494,0.000001975725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957377,0.0005763972,0.002681006,0.00001322546,0.0000110347,0.00003982572,0.0001979992,0.00007363053,0.0006692299],"genre_scores_gemma":[0.993512,0.0004450469,0.004162855,0.00001097119,0.000006732083,0.00004094392,0.0003020005,0.00006115865,0.001458303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001344194,"threshold_uncertainty_score":0.004496813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007999442543364222,"score_gpt":0.1885588464397529,"score_spread":0.1805594038963887,"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."}}