{"id":"W59790544","doi":"10.1023/a:1026127020267","title":"Conductance fluctuations in a-Si : H: effects of alloying and device structure","year":2003,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Abertay University","keywords":"Spectral line; Electrode; Noise (video); Transverse plane; Materials science; Conductance; Power law; Thin film; Analytical Chemistry (journal); Condensed matter physics; Physics; Chemistry; Nanotechnology; Mathematics","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":[0.001361223,0.0001678848,0.0004914324,0.0004728508,0.00004007952,0.00008535876,0.0003789288,0.0001149632,0.00002451825],"category_scores_gemma":[0.0006180921,0.0001520717,0.00001710648,0.0005284918,0.0002289756,0.0004947991,0.00002540315,0.0001724503,4.88166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635207,"about_ca_system_score_gemma":0.0001896339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000696611,"about_ca_topic_score_gemma":0.00003886483,"domain_scores_codex":[0.9983029,0.00009475819,0.0007540889,0.0001537594,0.0002803299,0.0004142143],"domain_scores_gemma":[0.9993562,0.00009244992,0.00024397,0.0001772135,0.00009181047,0.00003835883],"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":[0.00001350787,0.00001208791,0.0001037228,0.0002144405,0.000006093361,0.000009747093,0.0002566994,0.001506417,0.9953027,0.002473676,0.000002707112,0.0000981785],"study_design_scores_gemma":[0.0004380716,0.0001004249,0.002653474,0.0001951941,0.00001093238,0.00007804209,0.00009191041,0.00001776156,0.9917813,0.00443942,0.00005761115,0.0001358819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966769,0.001865328,0.00008042512,0.00002412735,0.001129083,0.0001650959,0.000009016537,0.00002872912,0.00002134564],"genre_scores_gemma":[0.995229,0.0005423276,0.004174817,0.00001112546,0.00001926148,0.000003924451,3.81851e-7,0.00001805745,0.000001118242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004094392,"threshold_uncertainty_score":0.6201305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005934091139632248,"score_gpt":0.2206362880354381,"score_spread":0.2147021968958059,"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."}}