{"id":"W3135423678","doi":"10.1063/5.0040838","title":"The rectification mechanism in polyelectrolyte gel diodes","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyelectrolyte; Rectification; Diode; Ionic bonding; Chemical physics; Physics; Ion; Electrochemistry; Nanotechnology; Electrode; Voltage; Materials science; Optoelectronics; Nuclear magnetic resonance; Quantum mechanics; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006698037,0.0000601316,0.00009131384,0.000009768828,0.00003326871,0.00001601633,0.00006428927,0.00002115387,0.000002564628],"category_scores_gemma":[0.00003453681,0.00005262201,0.00002369961,0.0001268629,0.0000139744,0.00006579693,0.00001058431,0.00004850535,0.000003821326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937818,"about_ca_system_score_gemma":0.000008946386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119067,"about_ca_topic_score_gemma":0.000008383853,"domain_scores_codex":[0.9995953,0.00001921504,0.000129017,0.00007276375,0.00006307731,0.0001206351],"domain_scores_gemma":[0.9997122,0.00006133589,0.00001400342,0.0001674659,0.00003177836,0.00001326534],"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":[0.000002654599,0.000006789541,0.000008224216,0.00001181711,0.000007452788,6.989227e-7,0.00006777315,0.01347796,0.9409196,0.03979089,0.00001607079,0.005690076],"study_design_scores_gemma":[0.00006709357,0.000005344099,0.0001764805,0.00001172186,0.000003149807,9.840646e-7,0.00001884063,0.005994197,0.960242,0.03306009,0.0003626349,0.00005751912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661578,0.0004979623,0.03000599,0.00006282792,0.000385543,0.00004043303,0.000004561022,0.0001097789,0.002735121],"genre_scores_gemma":[0.9985574,0.0002779404,0.0009209794,0.00000702374,0.00009274641,0.000008094049,0.000005998826,0.00001548428,0.0001143013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239965,"threshold_uncertainty_score":0.2145863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318258254725755,"score_gpt":0.2231067227857237,"score_spread":0.2099241402384661,"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."}}