{"id":"W2312589083","doi":"10.1021/la203331h","title":"Preparation of Highly Exfoliated Polyester–Clay Nanocomposites: Process–Property Correlations","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exfoliation joint; Montmorillonite; Materials science; Nanocomposite; Intercalation (chemistry); Polyester; Chemical engineering; Fourier transform infrared spectroscopy; Dispersion (optics); Composite material; Scanning electron microscope; Polymer chemistry; Chemistry; Organic chemistry; Graphene; Nanotechnology","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":[0.0005816056,0.0004743795,0.0002843465,0.0003374432,0.0001031509,0.0003207089,0.0002163837,0.0002718193,0.0008097956],"category_scores_gemma":[0.0007718359,0.0002050802,0.0002485145,0.000366981,0.0001776907,0.0003955265,0.0002001556,0.0004903406,0.0002956985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765024,"about_ca_system_score_gemma":0.0001317364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496549,"about_ca_topic_score_gemma":0.000668755,"domain_scores_codex":[0.9997688,0.00002514328,0.00003802308,0.00006578131,0.00006545359,0.00003686821],"domain_scores_gemma":[0.9993764,0.0002362762,0.0001797298,0.00006212858,0.0001134061,0.00003211882],"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":[0.00002917012,0.00003065071,0.0001748467,0.00003823451,0.000004247554,0.00001989415,0.00001197104,0.0001961673,0.9976321,0.00001881024,0.000007069848,0.001836756],"study_design_scores_gemma":[0.00000303451,0.0001307838,0.001404186,0.000001661719,0.000007912268,0.00002540679,0.000006877137,0.0006430099,0.9975303,0.00001399638,0.0002293705,0.000003388232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730542,0.001260243,0.02292683,0.00004345728,0.00001772793,0.0001926112,0.0005089175,0.0001660228,0.001829943],"genre_scores_gemma":[0.9802867,0.001006892,0.01687292,0.00002274799,0.000009889774,0.0001425745,0.0004085057,0.00004276457,0.00120706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008097956,"threshold_uncertainty_score":0.003075898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906296016743438,"score_gpt":0.26630848109095,"score_spread":0.2372455209235156,"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."}}