{"id":"W2071934526","doi":"10.1016/j.ijthermalsci.2013.05.001","title":"Heat conduction in laminate multilayer bodies with applied finite heat source","year":2013,"lang":"en","type":"article","venue":"International Journal of Thermal Sciences","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conduction; Materials science; Heat transfer; Heat flux; Thermal conductivity; Fin; Mechanics; Heat sink; Thermal contact; Steady state (chemistry); Thermodynamics; Heat transfer coefficient; Homogeneous; Thermal; Heat spreader; Composite material; 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":[0.0001880844,0.00007384115,0.00009233005,0.0001712389,0.00003292539,0.00008974015,0.0002194472,0.00002642098,0.0001510924],"category_scores_gemma":[0.000008618076,0.00005089634,0.00002584663,0.00009100248,0.00007837982,0.000526685,0.000008452516,0.0001057073,0.00001230979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004691287,"about_ca_system_score_gemma":0.00001826725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007315425,"about_ca_topic_score_gemma":0.00002895297,"domain_scores_codex":[0.9992778,0.00001409111,0.0002089558,0.00006619151,0.0003148282,0.0001180905],"domain_scores_gemma":[0.9997722,0.00004667854,0.00001110462,0.00002817773,0.000104171,0.00003766533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001806833,0.00001719661,0.002922746,0.00000327288,0.00002134513,0.00000397718,0.0007489335,0.9580533,0.03292424,0.00003271794,0.0000347645,0.005219424],"study_design_scores_gemma":[0.00231477,0.0003128996,0.06985904,0.0002671356,0.00002123735,0.0001627449,0.001754829,0.8330612,0.08980432,0.000285017,0.001703518,0.000453255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816331,0.00007613122,0.0131466,0.0004988783,0.0004203296,0.00006417591,9.745864e-7,0.00001898812,0.004140873],"genre_scores_gemma":[0.9986282,0.00005068196,0.001098178,0.00007265017,0.0001078114,0.000003918751,6.55716e-7,0.000006284031,0.00003160327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249921,"threshold_uncertainty_score":0.2075493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302434517640149,"score_gpt":0.2280774066911856,"score_spread":0.2150530615147841,"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."}}