{"id":"W1784558855","doi":"10.1109/dftvs.1996.572024","title":"Experimental results from I/sub DDF/ testing","year":2002,"lang":"en","type":"article","venue":"","topic":"VLSI and Analog Circuit Testing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Noise (video); Sampling (signal processing); Reliability engineering; Engineering; Artificial intelligence; Telecommunications; Detector","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":[],"consensus_categories":[],"category_scores_codex":[0.00009380245,0.00009622753,0.0000874869,0.00003648623,0.0001378309,0.0001512861,0.0004869103,0.00002976208,0.00004922308],"category_scores_gemma":[0.0002249935,0.00008659351,0.00003077368,0.0002697746,0.00001797037,0.0003319269,0.0001474313,0.00008283684,0.0004166912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002174712,"about_ca_system_score_gemma":0.000007262272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997927,"about_ca_topic_score_gemma":0.000003137651,"domain_scores_codex":[0.9990122,0.00002211199,0.0002003883,0.0003609253,0.0001720648,0.0002323068],"domain_scores_gemma":[0.9991987,0.0002789515,0.00005486094,0.0003539458,0.00002959642,0.00008391385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.699171e-7,0.0002220233,0.002087526,0.000002138284,0.00001450252,0.0001440649,0.003010779,0.0001000778,0.3103946,0.004230316,0.009319359,0.6704744],"study_design_scores_gemma":[0.00101634,0.0001187648,0.002867609,0.00005538589,0.000003352058,0.00004080539,0.0001615626,0.7630308,0.2301913,0.001016051,0.001018848,0.000479232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4284748,0.0004979703,0.1690208,0.0007149589,0.000461648,0.0001121358,0.000006989325,0.00139273,0.3993179],"genre_scores_gemma":[0.9811258,6.839262e-7,0.01791536,0.000398926,0.000142472,0.000002259013,0.000001549351,0.000005462554,0.0004074864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7629307,"threshold_uncertainty_score":0.5355861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790791168997404,"score_gpt":0.2380825906737404,"score_spread":0.159003473774,"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."}}