{"id":"W1967072916","doi":"10.1115/1.4023911","title":"Development of Accelerated Method for Thermal Cycling in Electronic Packaging Application","year":2013,"lang":"en","type":"article","venue":"Journal of Electronic Packaging","topic":"Thermal properties of materials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microheater; Materials science; Resistor; Heating element; Joule heating; Temperature cycling; Thermal resistance; Resistive touchscreen; Voltage; Composite material; Electrical engineering; Optoelectronics; Thermal; Fabrication; 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":[0.0006149242,0.0007914904,0.0005029354,0.000787425,0.0003124886,0.0004646496,0.0009030066,0.0005743691,0.003044173],"category_scores_gemma":[0.000794582,0.0004931608,0.0003771639,0.000488089,0.0002269417,0.0006682892,0.0005140964,0.0007273139,0.001852789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023511,"about_ca_system_score_gemma":0.0003358254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609051,"about_ca_topic_score_gemma":0.0003457257,"domain_scores_codex":[0.9991986,0.00008053355,0.00004428363,0.0001861365,0.0004365878,0.00005389582],"domain_scores_gemma":[0.9995691,0.00004996274,0.00005544382,0.00007552996,0.000223368,0.00002659127],"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":[0.00005417415,0.00007095555,0.0003789518,0.0005421224,0.00002149685,0.0001712657,0.0001649945,0.0005709413,0.9214825,0.001600247,0.001663762,0.07327849],"study_design_scores_gemma":[0.00001969474,0.0006366736,0.001775104,0.00005861384,0.00004745422,0.0009510342,0.00004805225,0.00752878,0.9354193,0.0004083394,0.05305799,0.00004882116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1615696,0.01480997,0.8009008,0.0003536041,0.001171094,0.001222377,0.0003851662,0.00456391,0.01502356],"genre_scores_gemma":[0.397071,0.00503942,0.5767833,0.0002782258,0.000175426,0.001435658,0.0006009394,0.0005697474,0.01804623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003044173,"threshold_uncertainty_score":0.01018375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026820130569568,"score_gpt":0.2949097952019752,"score_spread":0.2746415938962796,"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."}}