{"id":"W4289783810","doi":"","title":"Polymer Nanocomposites - Fundamental and Possible Applications to Power sectors","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Polymer nanocomposite; Materials science; Nanocomposite; Polymer; Polymer science; Composite material","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":[0.0001165674,0.0003037314,0.0002951912,0.0003522352,0.0003547505,0.00145645,0.0002710502,0.001057733,0.009263355],"category_scores_gemma":[0.000292521,0.0002207,0.0002058558,0.0003293664,0.0005290759,0.00123929,0.0004167771,0.000725725,0.0009710588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882833,"about_ca_system_score_gemma":0.0001492868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001418334,"about_ca_topic_score_gemma":0.0001718151,"domain_scores_codex":[0.9999284,0.000009501513,0.00000193586,0.00002188367,0.00001934357,0.00001904945],"domain_scores_gemma":[0.999904,0.00004148225,0.00001220507,0.000007763719,0.00001895015,0.00001560471],"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":[0.0005090102,0.0002758579,0.0007218507,0.001579863,0.00002693149,0.0006112061,0.0002433295,0.009476196,0.6410125,0.229197,0.005918194,0.1104281],"study_design_scores_gemma":[0.00006301505,0.0007424999,0.002675252,0.0002001787,0.00003822829,0.001263135,0.0005402188,0.02596956,0.6445125,0.1274236,0.1964963,0.0000754326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4328039,0.1289895,0.05944248,0.009183684,0.001942061,0.0001160397,0.0004734999,0.0004459348,0.3666029],"genre_scores_gemma":[0.9301558,0.02040473,0.004555238,0.000235736,0.0003580262,0.00002764181,0.00007883159,0.00004935639,0.04413474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009263355,"threshold_uncertainty_score":0.03098905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548933800197746,"score_gpt":0.2447664910381002,"score_spread":0.2292771530361228,"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."}}