{"id":"W2805887040","doi":"10.3390/mi9060287","title":"3D Integrated Circuit Cooling with Microfluidics","year":2018,"lang":"en","type":"review","venue":"Micromachines","topic":"3D IC and TSV technologies","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Microfluidics; Thermal management of electronic devices and systems; Three-dimensional integrated circuit; Integrated circuit; Thermal; Electronics; Chip; Engineering; Mechanical engineering; Systems engineering; Nanotechnology; Materials science; Electrical engineering","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":[0.00009638754,0.0006706584,0.001286336,0.0002865979,0.00008412005,0.00007685074,0.0005716428,0.0005078854,0.00005285672],"category_scores_gemma":[0.00002648726,0.0004505587,0.0001788274,0.0005038508,0.0001703805,0.00008046076,0.0000805574,0.0006271116,0.0003322104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131899,"about_ca_system_score_gemma":0.00007980965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002488113,"about_ca_topic_score_gemma":0.00001204237,"domain_scores_codex":[0.9986625,0.00002760477,0.0004382824,0.0003648275,0.0001023257,0.0004044755],"domain_scores_gemma":[0.9991902,0.00005964856,0.00009787944,0.0005469246,0.000054779,0.00005061126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001871165,0.00001333786,0.00000635481,0.00853505,0.0003902367,0.00004206189,0.00003886121,0.000002717797,0.0001121223,0.00004004384,0.006462552,0.9843548],"study_design_scores_gemma":[0.00009531291,0.00003676787,6.073196e-7,0.006677014,0.0003501595,0.0002397816,0.00001048993,0.00003301687,0.00018108,0.00001998823,0.9917876,0.0005682409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001324105,0.9930779,0.002374706,0.000001812347,0.0003916149,0.0003363802,0.0001301796,0.001936473,0.001618557],"genre_scores_gemma":[0.00004630411,0.9976032,0.001357573,0.000008999978,0.0001879353,0.0000503027,0.0002107582,0.0001885324,0.0003463908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.985325,"threshold_uncertainty_score":0.9997946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648025340362146,"score_gpt":0.2496548920570798,"score_spread":0.2231746386534583,"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."}}