{"id":"W2790961919","doi":"10.1002/app.46260","title":"Dispersion and exfoliation of nanoclays in itaconic acid funcionalized LDPE by ultrasound treatment","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Exfoliation joint; Materials science; Low-density polyethylene; Itaconic acid; Thermogravimetric analysis; Montmorillonite; Nanocomposite; Polyethylene; High-density polyethylene; Sonication; Dispersion (optics); Composite material; Polymer chemistry; Chemical engineering; Polymer; Copolymer; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001370377,0.0004324814,0.0001755391,0.000220988,0.00008833274,0.0001790254,0.0001349405,0.0002076907,0.0006164573],"category_scores_gemma":[0.0001599314,0.0001488078,0.0001765329,0.0001623002,0.000146736,0.0002107357,0.0001445685,0.000281739,0.0002071638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988478,"about_ca_system_score_gemma":0.0001185567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005280237,"about_ca_topic_score_gemma":0.001234928,"domain_scores_codex":[0.9999133,0.000009291838,0.000008209948,0.00002379407,0.0000265691,0.00001880136],"domain_scores_gemma":[0.9998907,0.00001900562,0.00004331411,0.000009289721,0.0000208663,0.00001690746],"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":[0.00002122045,0.000003983382,0.00002742252,0.00001760202,0.00000117839,0.00001676978,0.00000635937,0.00003808656,0.9994344,0.00001146998,0.000003916131,0.0004176219],"study_design_scores_gemma":[0.000001972245,0.00004975056,0.000384129,0.000001697774,0.000003944304,0.0000206874,0.000004214465,0.0002082783,0.9990368,0.000003460349,0.0002838071,0.000001286269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957632,0.0005915664,0.002548521,0.00001698633,0.00001224074,0.00001496487,0.00009755053,0.00004880698,0.0009062367],"genre_scores_gemma":[0.9941216,0.0004939123,0.003364072,0.00001758075,0.000006088007,0.00001684494,0.000129148,0.00002177701,0.001828998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006164573,"threshold_uncertainty_score":0.002062261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008024750616940982,"score_gpt":0.233226893818796,"score_spread":0.225202143201855,"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."}}