{"id":"W4416880379","doi":"10.37665/smaffsu27301","title":"Selective Wave Soldering DOE to Develop DFM Guidelines for Lead and Lead-Free Assemblies","year":2008,"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":"Hain Celestial (Canada)","funders":"","keywords":"Design for manufacturability; Pallet; Printed circuit board; Soldering; Surface-mount technology; Lead frame; Wave soldering; Cable gland; Solder paste","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002386248,0.0004587573,0.0004133724,0.0004286894,0.0003233725,0.0001135292,0.000781879,0.0002928735,0.00001460881],"category_scores_gemma":[0.004131098,0.0005103047,0.0001212685,0.0004969731,0.0001245783,0.0002989653,0.0006700295,0.0004406579,0.00001588538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006733407,"about_ca_system_score_gemma":0.0002669352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006582048,"about_ca_topic_score_gemma":0.0001959968,"domain_scores_codex":[0.99755,0.00001694754,0.0006308053,0.0006387036,0.0004255848,0.0007379268],"domain_scores_gemma":[0.9979643,0.0001453278,0.000113081,0.0004636958,0.001216172,0.00009745174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004178553,0.0004015606,0.02682834,0.001214507,0.004492443,0.0001157698,0.01494489,0.04169015,0.2245407,0.03133236,0.5055709,0.1484506],"study_design_scores_gemma":[0.005748973,0.0007104772,0.02928543,0.00235303,0.0001563682,0.0008695647,0.001443233,0.2791266,0.556027,0.02262554,0.09785297,0.003800834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549223,0.002543978,0.2123811,0.01652582,0.005016232,0.0009956355,0.000199023,0.001527479,0.005888413],"genre_scores_gemma":[0.910298,0.0006623825,0.08431792,0.0002374199,0.0005027073,0.000130232,0.00001456958,0.00008902463,0.00374769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4077179,"threshold_uncertainty_score":0.9997349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09394900731101583,"score_gpt":0.3142705772206114,"score_spread":0.2203215699095955,"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."}}