{"id":"W3010927343","doi":"","title":"Development of Electrochemical Sensors using Novel Nanocomposites","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Electrochemistry; Nanotechnology; Materials science; Chemistry; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004583957,0.0005696823,0.0003750903,0.0005135571,0.0001911871,0.000675518,0.0007139777,0.000708228,0.0008541775],"category_scores_gemma":[0.0005728668,0.0005236205,0.0002972851,0.0002853653,0.000250191,0.0008668578,0.0003959989,0.0008268086,0.000508479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059645,"about_ca_system_score_gemma":0.000161678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183846,"about_ca_topic_score_gemma":0.0005861634,"domain_scores_codex":[0.9995573,0.00004401389,0.0000379013,0.0001572398,0.0001689974,0.00003453039],"domain_scores_gemma":[0.9997848,0.0000585206,0.00004503031,0.00001448735,0.00007674706,0.00002046941],"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":[0.00001414157,0.00002101072,0.00005578606,0.00009243467,0.000008795537,0.00003545649,0.00001997916,0.00008662937,0.9943643,0.0001695479,0.00007136908,0.00506069],"study_design_scores_gemma":[0.000003456809,0.00005209325,0.0001519708,0.000005676846,0.000007962821,0.00007707493,0.000009386317,0.001277963,0.9952869,0.00002950283,0.003093293,0.000004713449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6895539,0.01704582,0.2676771,0.001212414,0.0008753848,0.0006705602,0.0006195695,0.002998902,0.01934638],"genre_scores_gemma":[0.7442393,0.007238884,0.2271608,0.0004651819,0.0001306972,0.0005920805,0.0005462953,0.0001270966,0.01949967],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0008541775,"threshold_uncertainty_score":0.002945483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340821643631329,"score_gpt":0.3176591951743059,"score_spread":0.2742509787379926,"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."}}