{"id":"W2007547152","doi":"10.4028/www.scientific.net/kem.326-328.513","title":"The Measurement of Residual Deformation in PBGA Package after Reflow Process Using A Newly Developed Laser Profiler","year":2006,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Materials science; Scanner; Deformation (meteorology); Laser; Residual; Laser scanning; Process (computing); Displacement (psychology); Optics; Computer science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0008819713,0.0001696947,0.0002287485,0.0001378491,0.00004061933,0.00008172952,0.00008013844,0.0001251917,0.00001618333],"category_scores_gemma":[0.00005745175,0.000130973,0.0000273558,0.0002343845,0.000008317903,0.0001861463,0.00001550463,0.00008310333,0.00001907333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723855,"about_ca_system_score_gemma":0.00003094341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008557027,"about_ca_topic_score_gemma":0.00003260272,"domain_scores_codex":[0.9986606,0.00003452856,0.0006189473,0.0001135429,0.0003134043,0.0002590208],"domain_scores_gemma":[0.9996112,0.00002036921,0.00007601667,0.0001659621,0.0001022582,0.00002421488],"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":[0.00009945509,0.00001049767,0.000141205,0.0003730551,0.0000210543,0.000004508036,0.0002633824,0.2062708,0.7923685,0.00002405663,0.0001536624,0.00026981],"study_design_scores_gemma":[0.0004891941,0.00001923099,0.005461988,0.0003428125,0.00001106673,0.000006364352,0.00004879395,0.005670397,0.9869166,0.00002728056,0.0007926439,0.000213614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962984,0.0000646928,0.001948133,0.00000523904,0.0009775509,0.000403562,0.00001879548,0.0001299232,0.0001536941],"genre_scores_gemma":[0.9991081,0.000003270652,0.0004667399,0.000001673964,0.0002593126,0.0001056219,0.000005997033,0.0000394801,0.000009753972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006004,"threshold_uncertainty_score":0.5340924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914001733004337,"score_gpt":0.2201148444238838,"score_spread":0.2009748270938404,"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."}}