{"id":"W2039412119","doi":"10.1002/pc.20774","title":"Processing and properties of PLA/thermoplastic starch/montmorillonite nanocomposites","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"","keywords":"Materials science; Exfoliation joint; Montmorillonite; Composite material; Ultimate tensile strength; Nanocomposite; Polylactic acid; Thermoplastic; Extrusion; Fracture toughness; Toughness; Scanning electron microscope; Polymer; Graphene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623611,0.0002664709,0.0004005508,0.0001161849,0.0003005778,0.0001690023,0.0002723454,0.00007112358,0.00007498074],"category_scores_gemma":[0.00001519667,0.000187903,0.0000589912,0.0001419084,0.0003115271,0.0003326608,0.00007713237,0.00009024268,0.00001842245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001318134,"about_ca_system_score_gemma":0.00004718474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003017,"about_ca_topic_score_gemma":0.000007258627,"domain_scores_codex":[0.9984877,0.0000976854,0.0003967026,0.0003539447,0.0002837263,0.0003802672],"domain_scores_gemma":[0.9993528,0.00006690526,0.0001640559,0.0002353007,0.00007051897,0.0001104522],"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":[0.000241844,0.00009450191,0.001243603,0.0001132559,0.00001132579,0.000002182552,0.001119025,0.000001097804,0.9671313,0.0001879714,0.000013782,0.02984014],"study_design_scores_gemma":[0.0002230667,0.000311563,0.001454074,0.0003194818,0.00004451728,0.00002909203,0.00009653184,0.0004931406,0.9965858,0.00007836201,0.0000938919,0.0002704253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556516,0.1430283,0.00008330394,0.0004468868,0.00007886563,0.0001223468,0.00001386104,0.00009635983,0.000478561],"genre_scores_gemma":[0.9982705,0.00007043412,0.001186352,0.0001785599,0.000064277,0.0000115328,0.00000184851,0.00002000941,0.000196447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429578,"threshold_uncertainty_score":0.766246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948307039521276,"score_gpt":0.213578824938924,"score_spread":0.1940957545437112,"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."}}