{"id":"W2344934475","doi":"10.1109/semi-therm.2016.7458457","title":"Thermal specifications for pluggable optics modules","year":2016,"lang":"en","type":"article","venue":"","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Heat sink; Flatness (cosmology); Thermal; Thermal resistance; Thermal conductivity; Materials science; Interface (matter); Temperature measurement; Mechanical engineering; Calibration; Optoelectronics; Optics; Computer science; Automotive engineering; Engineering; Physics; 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":[0.00003416931,0.00005521202,0.00005269231,0.00002939386,0.00003308122,0.00001008614,0.0001100027,0.00003897441,0.00001846575],"category_scores_gemma":[0.00002265166,0.00003602482,0.00002310327,0.0000357703,0.00002229848,0.00004419819,0.000009415121,0.00002816129,0.00002962934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981563,"about_ca_system_score_gemma":0.000004405925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.451141e-7,"about_ca_topic_score_gemma":0.000001958608,"domain_scores_codex":[0.9996594,0.00000120943,0.00006222542,0.00006804624,0.0000285351,0.0001805821],"domain_scores_gemma":[0.999719,0.00005849195,0.000005136209,0.0001907406,0.00001233535,0.00001424725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003384284,0.0000231537,0.000179366,0.00003421996,0.00007206864,5.067597e-7,0.00005938439,0.01112768,0.3994992,0.4792392,0.02050185,0.08925996],"study_design_scores_gemma":[0.0007101353,0.00007477972,0.0009215986,0.00004785277,0.00001700147,0.000003033768,0.00009835965,0.079611,0.8087792,0.043615,0.06563957,0.000482411],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1779905,0.0002933563,0.793467,0.001357239,0.0001323312,0.0001348727,0.00001046852,0.003381091,0.02323319],"genre_scores_gemma":[0.9701488,0.0001130926,0.0271275,0.000005374725,0.00003672253,0.0000402504,8.666111e-7,0.0000158228,0.002511589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7921583,"threshold_uncertainty_score":0.1469049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033455112744556,"score_gpt":0.2174561024558476,"score_spread":0.1840009897112916,"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."}}