{"id":"W2143621442","doi":"10.5555/1874620.1874787","title":"Contactless testing: possibility or pipe-dream?","year":2009,"lang":"en","type":"article","venue":"Design, Automation, and Test in Europe","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Scanimetrics (Canada)","funders":"","keywords":"Printed circuit board; System in package; Wireless; Computer science; Electronic systems; 3d printed; Electronics; Electronic circuit; System testing; Electrical engineering; Embedded system; Engineering; Electronic engineering; Telecommunications; Manufacturing engineering; Chip","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":[0.01496549,0.0009374821,0.001501402,0.001453344,0.002198501,0.006800768,0.003348262,0.007030795,0.01062132],"category_scores_gemma":[0.01704306,0.0006757479,0.0007166642,0.00103617,0.02279489,0.03278173,0.005463683,0.009985615,0.003810566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445149,"about_ca_system_score_gemma":0.001850838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007873857,"about_ca_topic_score_gemma":0.0008050738,"domain_scores_codex":[0.9938769,0.002535667,0.0002356639,0.0007292472,0.002267597,0.0003549474],"domain_scores_gemma":[0.9830008,0.01091168,0.0007297531,0.002402445,0.002009662,0.0009457279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001403302,0.0001067637,0.001492543,0.0009562823,0.000038737,0.0004919914,0.001158618,0.0005814076,0.001062858,0.7690312,0.05404531,0.1708939],"study_design_scores_gemma":[0.00006154433,0.0003641399,0.0004439395,0.00100282,0.00002482017,0.00269869,0.002125835,0.002446967,0.00132382,0.6912328,0.2981617,0.0001128683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008235169,0.1508359,0.2293209,0.5084922,0.00851988,0.0001137336,0.000248152,0.001564129,0.09266997],"genre_scores_gemma":[0.5398452,0.1568065,0.134607,0.08030889,0.01786198,0.0004090978,0.0004788091,0.0008001447,0.06888235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01496549,"threshold_uncertainty_score":0.07914603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840682292565708,"score_gpt":0.2300963141229737,"score_spread":0.2016894911973166,"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."}}