{"id":"W2062928472","doi":"10.1149/1.2980316","title":"EIS Characterization of Ultra High Purity, Float Zone Single Crystal Silicon","year":2008,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Ingot; Silicon; Materials science; Impurity; Characterization (materials science); Float (project management); Zone melting; Wafer; Metallurgy; Mineralogy; Optoelectronics; Nanotechnology; Geology; Chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002494186,0.0001111049,0.0001534049,0.0001176593,0.00008889991,0.000009560254,0.00009474997,0.0001267515,0.0002164396],"category_scores_gemma":[0.000004465983,0.0001241728,0.00007121056,0.000226847,0.00007791196,0.0001753802,0.000001767297,0.0001541137,0.00002128523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003349387,"about_ca_system_score_gemma":0.000008894493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002186936,"about_ca_topic_score_gemma":0.00001980208,"domain_scores_codex":[0.9994389,0.00000955171,0.0001884155,0.0001105641,0.0001010584,0.0001515279],"domain_scores_gemma":[0.9997084,0.00001971518,0.00002194796,0.0001910999,0.00002361967,0.00003519174],"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":[0.000003084939,0.0000814416,0.0002009484,0.00002871024,0.00002700202,0.000003007332,0.0003341573,0.001755692,0.9954706,0.00004554447,0.00001921021,0.002030541],"study_design_scores_gemma":[0.0002479289,0.0000470605,0.01003949,0.00001234247,0.0000176528,0.00002609971,0.00008326505,0.001744252,0.9852092,0.00002177138,0.002403121,0.0001478735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131973,0.00004901485,0.08474548,0.00006800357,0.0002741288,0.0000955666,0.00004672886,0.000689138,0.0008346857],"genre_scores_gemma":[0.9990358,0.0003478052,0.0002854019,0.000007415022,0.00002569806,0.0000135787,0.00002526096,0.00002354411,0.0002355502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0858385,"threshold_uncertainty_score":0.506362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372038068981336,"score_gpt":0.182715492644944,"score_spread":0.1689951119551306,"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."}}