{"id":"W2511447396","doi":"10.1109/ectc.2016.57","title":"Chip Rework on Ceramic and Organic Modules","year":2016,"lang":"en","type":"article","venue":"","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Rework; Soldering; Solder paste; Materials science; Ceramic; Flip chip; Chip; Metallurgy; Computer science; Composite material; Engineering; Electrical engineering; Embedded system; Adhesive; Layer (electronics)","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":[0.00003073881,0.00007077532,0.00006267986,0.00003762304,0.00002348949,0.000009740626,0.0000663517,0.00005259259,0.00002230933],"category_scores_gemma":[0.00002171879,0.00004414669,0.000009522374,0.00004694443,0.00002341944,0.00002666388,0.00001616312,0.00006959018,0.00004939818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003212144,"about_ca_system_score_gemma":0.000002212918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001373876,"about_ca_topic_score_gemma":0.000005057968,"domain_scores_codex":[0.9996597,0.000002924842,0.00004761696,0.00008988597,0.00003528401,0.0001646157],"domain_scores_gemma":[0.999775,0.00003477318,0.000003914043,0.0001662532,0.000002942903,0.00001713654],"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":[0.00000872355,0.00002501971,0.003643804,0.00006220738,0.0001089959,0.000009198483,0.0001325653,0.0003204987,0.5325189,0.1006033,0.01098721,0.3515796],"study_design_scores_gemma":[0.001147105,0.0003146506,0.03082458,0.0004128926,0.00001877891,0.00004326753,0.00005801572,0.005949047,0.8444335,0.1043205,0.0114802,0.0009974621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984808,0.0003390908,0.006904807,0.0005203281,0.00005968254,0.00002722712,5.272653e-7,0.002083766,0.005256613],"genre_scores_gemma":[0.9984061,0.0004423254,0.0004474855,0.00002018551,0.00001765041,0.000002758581,1.310932e-7,0.00001537876,0.0006479688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505821,"threshold_uncertainty_score":0.180025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006226974847996605,"score_gpt":0.1806389530611827,"score_spread":0.1744119782131861,"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."}}