{"id":"W4416878043","doi":"10.37665/smmclpt63960","title":"Evaluating the Manufacturability and Reliability of New Connector Designs","year":2004,"lang":"","type":"article","venue":"SMTA International","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Design for manufacturability; Ball grid array; Motherboard; Reliability (semiconductor); Cable gland; Backup; Test (biology); Test plan","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":[0.004227691,0.000720219,0.0003405561,0.001599279,0.0003233665,0.0006747507,0.0007632105,0.0007525277,0.001457278],"category_scores_gemma":[0.007812576,0.0003356142,0.0003849128,0.0006383263,0.0005051105,0.0007313521,0.0005745274,0.0003394286,0.0005325731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863228,"about_ca_system_score_gemma":0.0001982774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573808,"about_ca_topic_score_gemma":0.001008848,"domain_scores_codex":[0.9959758,0.001764614,0.0002125338,0.0002438459,0.001569488,0.0002337711],"domain_scores_gemma":[0.9913951,0.002356902,0.001347807,0.001025472,0.003658376,0.0002164159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002485337,0.0007088671,0.08089053,0.0005507337,0.0002592022,0.0008944364,0.0007870706,0.08486249,0.7222705,0.002752499,0.001489971,0.1020485],"study_design_scores_gemma":[0.0001845471,0.03465725,0.08474512,0.00006711118,0.0003078677,0.001282842,0.0006706906,0.1006962,0.7659473,0.0007263844,0.01056458,0.0001501131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830939,0.0003625286,0.0141158,0.00003968771,0.00004361844,0.00009755743,0.0001000523,0.0001447641,0.002002189],"genre_scores_gemma":[0.9873214,0.0001687176,0.01063453,0.00001763687,0.00001553103,0.0000529177,0.0002644144,0.00005445147,0.001470382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004227691,"threshold_uncertainty_score":0.02235848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534115625942102,"score_gpt":0.3283916107664001,"score_spread":0.2749800481721899,"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."}}