{"id":"W2625680236","doi":"","title":"Fabrication, Modelling and Application of Conductive Polymer Composites","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Ontario","keywords":"Fabrication; Composite material; Materials science; Electrical conductor","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":[],"consensus_categories":[],"category_scores_codex":[0.0000314327,0.0001324684,0.0001932647,0.00005485052,0.00002817361,0.000008024319,0.00004503312,0.0001059555,0.00001324051],"category_scores_gemma":[0.000005362415,0.000142821,0.00001774584,0.0000577206,0.00001653872,0.00007016151,0.000003979526,0.00006455123,0.000005735489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495505,"about_ca_system_score_gemma":0.000004084545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434458,"about_ca_topic_score_gemma":0.00000833932,"domain_scores_codex":[0.9995614,0.000008886167,0.0001525064,0.0001080501,0.00006490343,0.0001042761],"domain_scores_gemma":[0.9996547,0.00003024653,0.00008674364,0.0001242723,0.00006860761,0.00003546278],"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":[0.00001195567,0.000008400297,0.00003973424,0.0003056703,0.00003636277,6.43052e-8,0.002707442,0.1585953,0.8356484,0.001618818,0.00002994612,0.0009979501],"study_design_scores_gemma":[0.0001013331,0.000007888884,0.0007170209,0.00007001965,0.00007131756,0.000001536567,0.0008519933,0.03067215,0.9663272,0.0003282367,0.0005840632,0.0002672323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167834,0.003649781,0.07088201,0.000004057652,0.0003116188,0.0001287653,0.000008998815,0.0001581934,0.008073176],"genre_scores_gemma":[0.9948086,0.0001091039,0.002753066,0.000001870266,0.00008313807,0.00002211156,0.0003781818,0.00004285459,0.001801123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306788,"threshold_uncertainty_score":0.5824072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705857128359455,"score_gpt":0.2752685505547893,"score_spread":0.2582099792711948,"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."}}