{"id":"W1967541399","doi":"10.1142/s0219581x12400145","title":"CURRENT–VOLTAGE MEASUREMENTS WITHIN THE NEGATIVE DIFFERENTIAL RESISTANCE REGION OF <font>AlGaAs/AlGaAs</font> TUNNEL JUNCTIONS FOR HIGH CONCENTRATION PHOTOVOLTAICS","year":2012,"lang":"en","type":"article","venue":"International Journal of Nanoscience","topic":"solar cell performance optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cyrium Technologies (Canada); University of Ottawa; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Capacitance; Quantum tunnelling; Materials science; Current density; Voltage; Current (fluid); Equivalent series resistance; Equivalent circuit; Optoelectronics; Solar cell; Condensed matter physics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004692799,0.0001394045,0.0001631466,0.0001278869,0.0001267467,0.00006688615,0.0004825816,0.00005054052,0.00001262801],"category_scores_gemma":[0.0003389243,0.0001076411,0.00009526074,0.0002420569,0.000133957,0.001068557,0.00002755096,0.0001896334,0.000001833098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581699,"about_ca_system_score_gemma":0.0000793436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008926859,"about_ca_topic_score_gemma":0.00002110848,"domain_scores_codex":[0.9982461,0.00003643928,0.0005766432,0.0001083061,0.0008244204,0.0002081422],"domain_scores_gemma":[0.9982854,0.00009980211,0.0005491766,0.000130991,0.0008590451,0.00007555942],"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":[0.0009773335,0.0007177921,0.02890375,0.000163021,0.000495441,0.000005608388,0.00678921,0.1356669,0.8019001,0.008305426,0.008812647,0.007262726],"study_design_scores_gemma":[0.005869203,0.0003580836,0.07695539,0.001122279,0.0002983762,0.0001357295,0.000832458,0.2671464,0.6371737,0.003177881,0.006086964,0.0008435781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4039399,0.0005132469,0.5831703,0.0001222556,0.01167309,0.0003286441,0.00002255288,0.00002609377,0.0002039652],"genre_scores_gemma":[0.9957431,0.0001856475,0.003498033,0.00002208195,0.0004499234,0.00001446922,0.000008268684,0.00001538056,0.00006311298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5918032,"threshold_uncertainty_score":0.4389476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122210580153318,"score_gpt":0.2584371613476875,"score_spread":0.2272150555461543,"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."}}