{"id":"W1999410100","doi":"10.1149/1.2168052","title":"Electronic Defect and Contamination Monitoring in Si Wafers Using Spectrally Integrated Photocarrier Radiometry","year":2006,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Light Source","keywords":"Wafer; Radiometry; Materials science; Carrier lifetime; Optics; Optoelectronics; Surface photovoltage; Silicon; Laser; Chemistry","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":[0.000234474,0.000122952,0.0001902777,0.00004943644,0.00004216021,0.00002949126,0.0001735103,0.0001553697,0.000002699576],"category_scores_gemma":[0.00004718966,0.00009162004,0.0002088208,0.0004590315,0.00005267299,0.00009376179,0.00001863724,0.0007993896,1.447295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007422703,"about_ca_system_score_gemma":0.00004266301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015393,"about_ca_topic_score_gemma":0.00000415821,"domain_scores_codex":[0.9991875,0.00002077935,0.0002577444,0.00008036586,0.0001516878,0.0003018693],"domain_scores_gemma":[0.999736,0.00005289431,0.00007608777,0.00008073654,0.00003178522,0.00002246945],"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":[0.000008806333,0.00001182372,0.01518583,0.00001139264,0.00004925817,0.00000155054,0.00006858791,0.0001376823,0.984129,0.00003015169,0.00005504385,0.000310832],"study_design_scores_gemma":[0.0004960942,0.00004152941,0.007409888,0.00004787101,0.00003391824,0.0001022412,0.0002097765,0.01086571,0.9795962,0.0008625328,0.0002084933,0.0001257211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933323,0.002676846,0.003658894,0.00004643648,0.00008934468,0.00007678646,2.244917e-7,0.00004698462,0.00007214479],"genre_scores_gemma":[0.998063,0.0003330538,0.001470615,0.00001503019,0.00008834817,0.000001281077,3.612825e-7,0.00001618071,0.0000121486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072803,"threshold_uncertainty_score":0.3736157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005133285752363827,"score_gpt":0.2046075058781891,"score_spread":0.1994742201258253,"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."}}