{"id":"W2556062261","doi":"10.1115/ht2016-7232","title":"Effect of Heat Source Geometry on the Transient Heat Transfer During Melting Process of a PCM","year":2016,"lang":"en","type":"article","venue":"","topic":"Phase Change Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Materials science; Heat transfer coefficient; Convective heat transfer; Thermodynamics; Phase-change material; Convection; Volume (thermodynamics); Mechanics; Thermal; Physics","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":[0.0005229593,0.0001483953,0.0002667946,0.0001416684,0.00003219857,0.000009259713,0.0001987138,0.0000541184,0.0004051586],"category_scores_gemma":[0.00005958589,0.00007252891,0.00007815146,0.0002126876,0.00005259227,0.00006077753,0.0000140284,0.0000766376,0.00001108794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004073476,"about_ca_system_score_gemma":0.000006268438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002160598,"about_ca_topic_score_gemma":0.000004108576,"domain_scores_codex":[0.9989235,0.00008532259,0.0002337046,0.0001389313,0.0003187459,0.0002998398],"domain_scores_gemma":[0.9992673,0.0004073099,0.000003657018,0.0002349824,0.00003223851,0.00005448046],"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":[0.0001161647,0.00001958273,0.00007282706,0.001235665,0.00003859854,0.000001508012,0.0006355924,0.001990326,0.9946932,0.000009117248,0.000008025279,0.001179439],"study_design_scores_gemma":[0.0007589526,0.0001892652,0.0002167281,0.0003357088,0.000009765849,0.000003134179,0.00005115716,0.00113344,0.9971935,0.000002592754,0.00001822175,0.00008756293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996026,0.000072604,0.002247326,0.0001228421,0.00005670275,0.0003788076,0.00001854208,0.0000964279,0.0009807586],"genre_scores_gemma":[0.9997903,0.00002444081,0.000003861711,0.000005487598,0.00004237728,0.00004938692,6.110919e-7,0.0000373843,0.00004621589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003764245,"threshold_uncertainty_score":0.4436203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396026740610607,"score_gpt":0.259686098120759,"score_spread":0.245725830714653,"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."}}