{"id":"W1011778062","doi":"10.1016/j.clay.2015.07.024","title":"Preparation and characterization of novel clay/PLA nanocomposites","year":2015,"lang":"en","type":"article","venue":"Applied Clay Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Montmorillonite; Thermal stability; Materials science; Intercalation (chemistry); Morphology (biology); Clay minerals; Chemical engineering; Thermogravimetric analysis; Filler (materials); Dispersion (optics); Composite material; Mineralogy; Chemistry; Organic chemistry; Geology","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":[0.000677091,0.00008922745,0.000130286,0.00006579152,0.00016215,0.0001196897,0.0002495828,0.00003922647,0.00001919646],"category_scores_gemma":[0.00002247872,0.00006785269,0.00001025692,0.0002520868,0.0005342994,0.0003949494,0.00009026095,0.00002891388,0.00002093963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788234,"about_ca_system_score_gemma":0.0001201137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004166819,"about_ca_topic_score_gemma":0.000002655318,"domain_scores_codex":[0.9989775,0.00001294863,0.000196703,0.0002891794,0.0003422245,0.0001813789],"domain_scores_gemma":[0.9994692,0.00002253114,0.0001252714,0.0001968419,0.00009033339,0.00009579951],"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":[0.00004068374,0.00003105894,0.00009064282,0.000008251989,7.523996e-7,4.897944e-8,0.0007674371,0.00000254668,0.9929553,0.003079892,0.00001180915,0.003011602],"study_design_scores_gemma":[0.0001552901,0.00004238425,0.0007215411,0.00001052758,0.00000506516,0.000003506412,0.00005654478,0.001320844,0.9970958,0.00008685784,0.0004065661,0.00009507929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937277,0.0002546177,0.001754479,0.0001228,0.000148934,0.0001329642,0.00001020146,0.00003311408,0.003815222],"genre_scores_gemma":[0.9966285,0.000007699488,0.003134159,0.00008157553,0.00002846065,0.00001821081,0.000002645183,0.000004843811,0.00009390771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00414052,"threshold_uncertainty_score":0.2766953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130384838051666,"score_gpt":0.2539856246567946,"score_spread":0.2226817762762779,"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."}}