{"id":"W7113674007","doi":"","title":"Polyamide 1010 and 2D nanomaterials-based hybrid multifunctional nanocomposites","year":2024,"lang":"en","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Nanocomposite; Polyamide; Polymer; Nanoparticle; Carbon nanotube","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006672231,0.0009927002,0.0009363266,0.0007363107,0.0009894752,0.001166532,0.0007591007,0.0007906807,0.0003316662],"category_scores_gemma":[0.0001930187,0.0008904109,0.0003659244,0.0003952615,0.00005292152,0.0005129623,0.0002235854,0.0007109143,0.000152728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804036,"about_ca_system_score_gemma":0.001086121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067976,"about_ca_topic_score_gemma":0.0001590801,"domain_scores_codex":[0.9949507,0.0004230416,0.001148643,0.001463621,0.001041235,0.0009727819],"domain_scores_gemma":[0.9975221,0.0003115876,0.0005716167,0.0006591514,0.0004026315,0.0005329706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001089006,0.0003591338,0.00005425155,0.0009862443,0.0001789727,0.0002978304,0.001016745,0.00004670648,0.8992823,0.0936024,0.00149058,0.001595786],"study_design_scores_gemma":[0.0008298812,0.0001333013,0.0006506799,0.0006978422,0.000284025,0.0008945362,0.0001660084,0.0005348164,0.4211306,0.0002923162,0.5734132,0.0009727984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409144,0.009307302,0.0001803428,0.003909782,0.008229286,0.001150942,0.0006964737,0.001178335,0.03443316],"genre_scores_gemma":[0.989792,0.0001909356,0.002432777,0.0002351451,0.001147594,0.000492239,0.002236441,0.0001775586,0.003295325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5719226,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514310573703838,"score_gpt":0.2389093468613818,"score_spread":0.2237662411243435,"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."}}