{"id":"W2170533360","doi":"10.1109/tcapt.2005.848625","title":"Foreword Special Issue of Components and Packaging Technologies With Contributions From ITherm 2004 Thermal Management Track","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Components and Packaging Technologies","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermal management of electronic devices and systems; Track (disk drive); Electronic packaging; Integrated circuit packaging; Computer science; Engineering; Manufacturing engineering; Systems engineering; Engineering physics; Mechanical engineering; Electrical engineering; Integrated circuit","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":[0.0001270048,0.0004953403,0.0005533539,0.0005467496,0.0003499153,0.00007256188,0.0004569245,0.0003273776,0.00001662963],"category_scores_gemma":[0.000007320098,0.0004334858,0.00008007926,0.0003949911,0.0006740427,0.0002491775,0.00002814084,0.0007840968,0.00001131802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140793,"about_ca_system_score_gemma":0.00001006012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004692774,"about_ca_topic_score_gemma":0.00004632169,"domain_scores_codex":[0.9981211,0.0000245554,0.0004166329,0.00051346,0.0002742106,0.000650002],"domain_scores_gemma":[0.9990133,0.000126968,0.0001071883,0.0006605773,0.00004566951,0.00004627886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001730294,0.0003697685,0.001419249,0.0002255556,0.001068191,0.00004323577,0.0005989653,0.01074855,0.03896577,0.00131661,0.0008060784,0.944265],"study_design_scores_gemma":[0.007031531,0.0008143,0.01225662,0.001964868,0.0007220009,0.0001380261,0.008011097,0.03492344,0.899281,0.009492268,0.02245495,0.002909887],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080795,0.002237364,0.07861116,0.002545095,0.0002554053,0.0005128796,0.0002363633,0.00707043,0.0004517881],"genre_scores_gemma":[0.991043,0.002076,0.00658534,0.00001791734,0.00005108583,0.0000841233,0.00001114589,0.00005812353,0.00007331972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9413551,"threshold_uncertainty_score":0.9998117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008597738975188026,"score_gpt":0.2051028393445253,"score_spread":0.1965051003693372,"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."}}