{"id":"W4416882226","doi":"10.37665/ppmajms97441","title":"DOE for Process Validation Involving Numerous Assembly Materials and Test Methods","year":2009,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Rework; Printed circuit board; Soldering; Surface-mount technology; Process (computing); Solder paste; Process validation; Test method","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":[0.001278096,0.0005954007,0.0007159597,0.0002783073,0.0003679337,0.0005172021,0.0003676524,0.0004872071,0.000009160714],"category_scores_gemma":[0.0006530249,0.0006336377,0.00009573673,0.0003833083,0.00009403922,0.0003840776,0.00005325054,0.0003389425,0.000009409533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083618,"about_ca_system_score_gemma":0.00007893919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007999952,"about_ca_topic_score_gemma":9.540144e-7,"domain_scores_codex":[0.9971471,0.0001182282,0.0007086353,0.0007554825,0.0002076804,0.001062806],"domain_scores_gemma":[0.9982916,0.0006373358,0.0002171697,0.0006206197,0.0001108806,0.0001223945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002468438,0.00009445785,0.0003192649,0.0006539509,0.00008986965,0.000003272749,0.002560127,0.0002794358,0.9684048,0.001971536,0.0002375187,0.02536104],"study_design_scores_gemma":[0.0007283719,0.0006275616,0.0003080812,0.0004184164,0.0001960989,0.00005729491,0.001551593,0.01098631,0.9728773,0.01081791,0.0005475948,0.0008834206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044861,0.009570745,0.07056671,0.004303111,0.002184723,0.002276516,0.0001059649,0.003745923,0.002760252],"genre_scores_gemma":[0.980516,0.001672371,0.01698311,0.000023244,0.0002514694,0.0001515765,0.00003723224,0.00009647509,0.0002685692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07602989,"threshold_uncertainty_score":0.9996115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518388892937389,"score_gpt":0.296192649296169,"score_spread":0.2810087603667951,"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."}}