{"id":"W7132912415","doi":"","title":"A Reconfigurable Sequential Wave Imprinting Machine for Visualizing Radio Waves and Phenomena","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Amplifier; Visualization; Signal processing; Imprinting (psychology); Electromagnetic radiation; SIGNAL (programming language)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001381102,0.000411064,0.0002120159,0.0003130886,0.0002937677,0.0004417138,0.0005301191,0.0003036848,0.00649473],"category_scores_gemma":[0.0002869227,0.000147317,0.0002112089,0.0002064782,0.0003557407,0.0006705623,0.0004586118,0.0003963855,0.0008061233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951614,"about_ca_system_score_gemma":0.0002011056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002907831,"about_ca_topic_score_gemma":0.0004424588,"domain_scores_codex":[0.9999288,0.000008550009,0.000002998589,0.00001928019,0.00002827463,0.0000120437],"domain_scores_gemma":[0.9999027,0.00002646311,0.00001044099,0.00002096065,0.00001637233,0.00002297147],"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":[0.0002695092,0.0001118068,0.0004828116,0.0002030296,0.0000190348,0.0002986557,0.0004813065,0.006120214,0.6464109,0.0185016,0.005476806,0.3216244],"study_design_scores_gemma":[0.0001405471,0.001447442,0.003897567,0.00006649443,0.00007016363,0.00111369,0.0002788168,0.2044556,0.5885612,0.008560966,0.1912733,0.0001342158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1143328,0.0004998086,0.8515077,0.0003139922,0.0002452004,0.0003282605,0.0001690364,0.00566707,0.02693617],"genre_scores_gemma":[0.3902164,0.0004709222,0.5812261,0.0001580768,0.00004935064,0.0002840052,0.0002343884,0.0002743245,0.02708639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00649473,"threshold_uncertainty_score":0.02172703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03951936661744816,"score_gpt":0.3437677668061399,"score_spread":0.3042484001886917,"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."}}