{"id":"W4416884696","doi":"10.37665/srwooxo62529","title":"Lead-Free Assembly Design for Manufacturability Considerations","year":2012,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Design for manufacturability; Reliability (semiconductor); Key (lock); Quality (philosophy); Product design; Component (thermodynamics); Product (mathematics)","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":[0.000908859,0.000926866,0.0003609947,0.000698996,0.0008006323,0.001325551,0.00123149,0.0008247017,0.006795339],"category_scores_gemma":[0.001650614,0.0004494182,0.0003929553,0.0002576989,0.0005295653,0.0009626317,0.0007782555,0.0007205289,0.002047417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008678602,"about_ca_system_score_gemma":0.0009194862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628906,"about_ca_topic_score_gemma":0.002031252,"domain_scores_codex":[0.9987015,0.0002613476,0.0000723972,0.000125105,0.0007290412,0.0001105696],"domain_scores_gemma":[0.998657,0.0002450108,0.0002060062,0.0001615303,0.0006882739,0.00004229716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005101992,0.0001482366,0.002810327,0.001092404,0.0000711695,0.001352608,0.001055496,0.0545133,0.5557242,0.1427074,0.009485339,0.2305294],"study_design_scores_gemma":[0.0001851584,0.002879499,0.006164471,0.0003511756,0.0002742761,0.003080399,0.0004482105,0.2256841,0.4070698,0.05579609,0.2979169,0.0001499815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08281913,0.001886508,0.8410791,0.001412498,0.0005530009,0.0002384517,0.0001029937,0.00249721,0.06941105],"genre_scores_gemma":[0.6546534,0.0009948176,0.2902105,0.0006308682,0.0002244563,0.0002942058,0.0001431313,0.0004851564,0.05236347],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006795339,"threshold_uncertainty_score":0.02273268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155473414764197,"score_gpt":0.2698451335970006,"score_spread":0.2182903994493587,"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."}}