{"id":"W7008367790","doi":"","title":"Calculations of thermal and electrical distributions in silicon microstructures","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University","keywords":"Silicon; Thermal; Heat transfer; Microstructure; Distribution (mathematics); Temperature measurement; Thermal conductivity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001282918,0.00006251731,0.0001228432,0.00002915544,0.000044969,0.00002322624,0.0000962971,0.00004404945,0.001607162],"category_scores_gemma":[0.00007209764,0.00005009013,0.00001579739,0.00006027701,0.0001122698,0.00008110513,0.00004710171,0.00003910494,0.00002216275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001935459,"about_ca_system_score_gemma":0.00001788844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009192307,"about_ca_topic_score_gemma":0.00001302459,"domain_scores_codex":[0.9993996,0.00005942676,0.000181837,0.0001198381,0.00007803532,0.0001612528],"domain_scores_gemma":[0.9997427,0.00004304386,0.00004200927,0.0001162979,0.00002339281,0.00003249684],"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":[0.0000462217,0.00002112473,0.004593413,0.000004511423,0.000001178377,0.000002072995,0.00007426197,0.00002364193,0.9934601,0.001113479,0.00005684176,0.0006031372],"study_design_scores_gemma":[0.0002334441,0.00002726919,0.1524952,0.00000822066,0.000004118857,0.00001259692,0.00001012326,0.0000494186,0.8455194,0.001258541,0.0003143264,0.00006729049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998495,0.00005574305,0.00002056996,0.000246636,0.0000547631,0.0000951738,0.00004111052,0.00001984307,0.0009711222],"genre_scores_gemma":[0.9993282,0.00001048328,0.0005557438,0.00002298487,0.00002686109,0.000006277739,0.000003844493,0.000005294712,0.00004030138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479407,"threshold_uncertainty_score":0.9993055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224060162163883,"score_gpt":0.2408227040076033,"score_spread":0.2285821023859645,"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."}}