{"id":"W4317381950","doi":"10.1109/eptc56328.2022.10013135","title":"Laser Package Singulation: A Promising Singulation Method for Better Package Integrity and Quality","year":2022,"lang":"en","type":"article","venue":"2022 IEEE 24th Electronics Packaging Technology Conference (EPTC)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Package design; Package on package; Computer science; Materials science; Engineering; Optoelectronics; Engineering drawing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009978721,0.0003815985,0.0004682507,0.0004717553,0.0006947553,0.0001498781,0.0003613168,0.0002777485,0.0001341163],"category_scores_gemma":[0.0001217127,0.0004392764,0.00008728918,0.0006067732,0.00009666201,0.0002584188,0.0001512958,0.00136615,0.000002539939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100029,"about_ca_system_score_gemma":0.0001420345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001965921,"about_ca_topic_score_gemma":0.00008284527,"domain_scores_codex":[0.9976494,0.0001455331,0.0005218564,0.00065572,0.0003035436,0.0007239933],"domain_scores_gemma":[0.9988731,0.0001679533,0.0002117387,0.0005306303,0.0001434356,0.00007319401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003067895,0.0004299574,0.01345121,0.001820526,0.0008358972,0.0000260102,0.005417733,0.1002934,0.2133264,0.08817338,0.00236793,0.5735508],"study_design_scores_gemma":[0.001627137,0.0003166632,0.0009324582,0.00007204997,0.0001422028,0.00004891081,0.0006829876,0.728062,0.196355,0.06325732,0.007310543,0.001192819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3119124,0.0004530027,0.6840882,0.001293006,0.0003102694,0.0006332848,0.00004982459,0.001020205,0.000239695],"genre_scores_gemma":[0.9549545,0.00007098569,0.04401122,0.0001453689,0.00007403405,0.000339342,0.0001599563,0.00008332385,0.0001612545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.643042,"threshold_uncertainty_score":0.9998059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394293429879233,"score_gpt":0.280642680536267,"score_spread":0.2566997462374747,"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."}}