{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001200775,0.0003468747,0.0003216496,0.00020821,0.0002362223,0.0003313999,0.0004126488,0.0002146203,0.001168418],"category_scores_gemma":[0.0003777319,0.0001208998,0.0001634167,0.0002287766,0.0003127512,0.0004481727,0.0002193375,0.0002762237,0.0001871098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451385,"about_ca_system_score_gemma":0.0001044091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003548668,"about_ca_topic_score_gemma":0.0003838944,"domain_scores_codex":[0.9998351,0.00001869091,0.000008659978,0.00004983777,0.00005840223,0.00002918651],"domain_scores_gemma":[0.9997755,0.00007936564,0.00005062461,0.00003693818,0.00003533736,0.00002232383],"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":[0.0005191487,0.00009739132,0.0007735735,0.0001352418,0.000006765185,0.000156722,0.0001054683,0.0004199017,0.9889531,0.0000627626,0.00006903017,0.008700882],"study_design_scores_gemma":[0.00002635441,0.001274933,0.005404922,0.000007598668,0.00001775706,0.0001595448,0.00008154455,0.003053068,0.9890955,0.00003209992,0.0008369375,0.000009692187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963665,0.0001987575,0.002924902,0.00001217873,0.00001019821,0.00002580561,0.00004104915,0.00005797029,0.0003626022],"genre_scores_gemma":[0.9967868,0.0001579043,0.002402027,0.000008897837,0.00000831795,0.00002477906,0.00003677515,0.00001955622,0.0005549146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001168418,"threshold_uncertainty_score":0.003908813,"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."}}