{"id":"W2918530499","doi":"10.3390/app9050902","title":"Passive Thermal Management of Tablet PCs Using Phase Change Materials: Intermittent Operation","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Phase Change Materials Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Intel Corporation","keywords":"Materials science; Thermal energy storage; Phase-change material; Tablet pc; Thermal; Phase change; Composite material; Computer science; Engineering; Engineering physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003344324,0.0001042341,0.000155704,0.0001043094,0.00005584849,0.00009149342,0.0002691933,0.00003111014,0.0005963288],"category_scores_gemma":[0.000001034907,0.00008718731,0.00001441449,0.0001878424,0.00008417467,0.0002052882,0.0001097621,0.00003185645,0.00007876934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433742,"about_ca_system_score_gemma":0.000008561006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002207685,"about_ca_topic_score_gemma":0.000001141685,"domain_scores_codex":[0.9990823,0.00001756561,0.0001799349,0.0001810834,0.0002819434,0.0002571907],"domain_scores_gemma":[0.9997506,0.00001150821,0.00003761408,0.0001491572,0.00001655766,0.00003456469],"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":[0.0000121588,0.00002470309,0.00000660522,0.0001454798,0.00001519289,0.000002647634,0.0003621814,0.001213214,0.9919499,0.0009216738,0.00002108729,0.005325134],"study_design_scores_gemma":[0.0004953158,0.00005294334,0.0001345547,0.00006037551,0.000007605708,0.000001329317,0.0004872115,0.01358233,0.9848729,0.00004880555,0.0001324593,0.0001241491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949319,0.00005231681,0.0003574694,0.00002087335,0.0004433931,0.0005524906,0.00002407041,0.00004716294,0.003570359],"genre_scores_gemma":[0.9990268,0.00003028935,0.0007157236,0.00002184506,0.00008524855,0.00008235849,0.000008810064,0.00001231112,0.0000166072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236912,"threshold_uncertainty_score":0.6529382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09785554842658488,"score_gpt":0.3347378384188248,"score_spread":0.2368822899922399,"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."}}