{"id":"W1978444407","doi":"10.1142/s0219477504001896","title":"PHYSICAL MODEL FOR LOW FREQUENCY NOISE IN AVALANCHE BREAKDOWN OF PN JUNCTIONS","year":2004,"lang":"en","type":"article","venue":"Fluctuation and Noise Letters","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microplasma; Impact ionization; Noise (video); Materials science; Optoelectronics; Ionization; Avalanche breakdown; Plasma; Diffusion; Diode; Spice; Single-photon avalanche diode; Computational physics; Atomic physics; Physics; Electrical engineering; Breakdown voltage; Avalanche photodiode; Optics; Computer science; Voltage; Ion; Engineering","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":[0.0003586549,0.0005756867,0.0006555042,0.0006658118,0.0004919204,0.0007438262,0.001868007,0.001686428,0.003051321],"category_scores_gemma":[0.001119204,0.0003912064,0.0008138244,0.0003866142,0.0006461703,0.001408631,0.0003761847,0.0009840487,0.0006107582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762184,"about_ca_system_score_gemma":0.0006068809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766032,"about_ca_topic_score_gemma":0.001276773,"domain_scores_codex":[0.999777,0.00003958878,0.000009354003,0.00003987197,0.0001012443,0.00003307319],"domain_scores_gemma":[0.9997515,0.0001162979,0.00002764676,0.00002699276,0.00006230205,0.0000152483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003631384,0.00003339574,0.0004524952,0.00006104731,0.00001866768,0.0002885926,0.0001195856,0.9642482,0.01019423,0.02148634,0.0003511642,0.002710148],"study_design_scores_gemma":[0.000006736087,0.00001847238,0.0001022454,0.000004408635,0.000004858637,0.00005654787,0.000006203793,0.9958925,0.0006132873,0.00283768,0.0004519254,0.00000512152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09059893,0.0006882859,0.8825029,0.0004215661,0.0001371728,0.0001786847,0.0003543563,0.001167882,0.02395035],"genre_scores_gemma":[0.95774,0.0007147857,0.02387862,0.0001908988,0.00007503662,0.0005129906,0.0002581367,0.000256526,0.01637302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003051321,"threshold_uncertainty_score":0.01020765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008406301378144852,"score_gpt":0.213091497463628,"score_spread":0.2046851960854832,"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."}}