{"id":"W4416884800","doi":"10.37665/srlytfn28917","title":"Via-In-Pad Plated Over (VIPPO) Design Considerations for Enterprise Server and Storage Hardware","year":2016,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"3D IC and TSV technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Variety (cybernetics); Printed circuit board; Flash (photography); Component (thermodynamics); Integrated circuit; Computer data storage; Class (philosophy); Flash memory; Reliability (semiconductor)","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":[0.0005194754,0.0003993235,0.0005309694,0.0001533604,0.0002480861,0.0001760459,0.0001300512,0.0004044391,0.0001650666],"category_scores_gemma":[0.0005813946,0.0002945063,0.00007601905,0.0001047708,0.0005073373,0.0003671294,0.0001353533,0.0002494695,0.000004124497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007502374,"about_ca_system_score_gemma":0.000135491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527651,"about_ca_topic_score_gemma":0.0001061215,"domain_scores_codex":[0.9980414,0.00009101243,0.0005499777,0.0006607772,0.0001381284,0.00051872],"domain_scores_gemma":[0.9979601,0.001338955,0.00008828505,0.000376231,0.0001106298,0.0001257844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001509825,0.001648833,0.4545516,0.01290715,0.001936325,0.0002556296,0.03156697,0.02566948,0.06134602,0.03741096,0.004305145,0.3668921],"study_design_scores_gemma":[0.01667228,0.002737188,0.1954441,0.007555087,0.0006053585,0.0001243312,0.006030421,0.3964065,0.04645855,0.3160197,0.006542832,0.005403636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531871,0.001654972,0.1414576,0.001629019,0.0005065417,0.001006022,0.00008652642,0.000348031,0.0001241887],"genre_scores_gemma":[0.9936348,0.002445392,0.003576418,0.00002468105,0.00003541161,0.00009864554,0.000002245994,0.00002790547,0.0001544852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370737,"threshold_uncertainty_score":0.9999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888450832714165,"score_gpt":0.2381083751604874,"score_spread":0.2092238668333457,"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."}}