{"id":"W4416876876","doi":"10.37665/smbsfyu17170","title":"PWB Contamination & Reliability Doe","year":2001,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Electronics; Contamination; Miniaturization; Printed circuit board; Surface-mount technology; Circuit reliability; Electronic equipment; Process (computing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948356,0.0009365572,0.0008151667,0.001434521,0.000983425,0.001532113,0.001051844,0.0008175164,0.01437645],"category_scores_gemma":[0.001837607,0.0005775113,0.0008847589,0.002470581,0.0006320523,0.0009023104,0.0007640047,0.001311227,0.005499037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814237,"about_ca_system_score_gemma":0.001910647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447864,"about_ca_topic_score_gemma":0.01183792,"domain_scores_codex":[0.9973015,0.0006229743,0.00005921835,0.0003668464,0.001482322,0.0001671721],"domain_scores_gemma":[0.9983229,0.0003075628,0.0001004233,0.0003129158,0.0009114488,0.00004469845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001098977,0.0003997757,0.01431367,0.002475393,0.0008266129,0.001256773,0.0003651278,0.2672063,0.1002207,0.09021785,0.2595334,0.2620854],"study_design_scores_gemma":[0.0001601089,0.0006379547,0.006625486,0.000173648,0.0002264993,0.0003930797,0.0001594935,0.05007206,0.1120791,0.01697132,0.8124102,0.00009116035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1181579,0.006000282,0.1052135,0.004264212,0.0007436415,0.0006948633,0.07738769,0.005886033,0.6816519],"genre_scores_gemma":[0.6780972,0.005655705,0.07845742,0.00158074,0.0001235573,0.001615991,0.04455527,0.002620165,0.1872939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01447864,"threshold_uncertainty_score":0.04809403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014931109875714,"score_gpt":0.2573884233617606,"score_spread":0.2424573134860466,"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."}}