{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000386329,0.0008506624,0.000961734,0.0004743188,0.0003986958,0.000305345,0.0003212087,0.000553888,0.00008183809],"category_scores_gemma":[0.00125296,0.0009905868,0.000212702,0.0004759959,0.0001591905,0.0002992171,0.0001313827,0.0009650745,0.00004682924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935443,"about_ca_system_score_gemma":0.00005431991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624729,"about_ca_topic_score_gemma":0.00006124303,"domain_scores_codex":[0.9968313,0.00003150117,0.0007307248,0.0009962372,0.0002389134,0.001171317],"domain_scores_gemma":[0.9980803,0.0007442968,0.0003032699,0.0005590912,0.0001448943,0.0001681797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000362384,0.00009622265,0.00007233125,0.01225144,0.001579106,0.00008984451,0.02258037,0.01025008,0.6033217,0.02696763,0.0003909623,0.3220379],"study_design_scores_gemma":[0.002042062,0.0002717631,0.0001917428,0.002019438,0.0005457608,0.00004391347,0.01702258,0.7897456,0.1603812,0.02322377,0.00208058,0.002431584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970459,0.02713626,0.3095593,0.003328012,0.01000614,0.008314892,0.0002431052,0.01388655,0.03047985],"genre_scores_gemma":[0.7626391,0.006424568,0.1754119,0.00004199699,0.001031623,0.0009134247,0.001088347,0.001452142,0.0509969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7794955,"threshold_uncertainty_score":0.9992545,"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."}}