{"id":"W6949673183","doi":"10.5281/zenodo.3900638","title":"Low cost Current Regulator with High Current and Sufficient Precision for Solder Electromigration Testing","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electromigration; Reliability (semiconductor); Current (fluid); Soldering; Constant current; Power (physics); Voltage; Circuit reliability; Power semiconductor device","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001951172,0.0001402365,0.000127057,0.00009371686,0.0006512864,0.0003061366,0.0002919617,0.000038545,0.00004693416],"category_scores_gemma":[0.0004082294,0.0001215167,0.0000191881,0.0003656051,0.0000618217,0.0001228782,0.0001890249,0.0002639496,0.0000725113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181515,"about_ca_system_score_gemma":0.000004351197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000101084,"about_ca_topic_score_gemma":1.962604e-7,"domain_scores_codex":[0.9989772,0.00003816497,0.0001610949,0.0003004867,0.0001823725,0.0003406977],"domain_scores_gemma":[0.9994203,0.00003344411,0.0000438682,0.0001916867,0.0002063788,0.0001042499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007570585,0.00008751122,0.00001737507,0.0004292086,0.00003668306,0.000001586697,0.001020018,0.005915724,0.02553759,0.002113019,0.03867093,0.9260947],"study_design_scores_gemma":[0.001590448,0.001251013,0.001105177,0.0003330868,0.0000445843,0.00004884251,0.0001921342,0.1586173,0.03099727,0.0003786147,0.8048433,0.0005982019],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.651314,0.001400382,0.3366417,0.001249075,0.0001802304,0.001696002,0.000130789,0.006607875,0.0007799745],"genre_scores_gemma":[0.9979089,0.0001867239,0.001019353,0.0000124399,0.00008318498,4.013675e-7,0.0002485841,0.0005298891,0.00001049641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9254965,"threshold_uncertainty_score":0.5009235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564392867287351,"score_gpt":0.2297682503431664,"score_spread":0.1941243216702929,"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."}}