{"id":"W4416884148","doi":"10.37665/hazblcz89064","title":"The Remarkable Return of Post-Reflow Cleaning as a Mainstream Process to Improve Reliability","year":2023,"lang":"","type":"article","venue":"Harsh Environments Conference","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Montreal Protocol; Process (computing); Reliability (semiconductor); Order (exchange); Work (physics); Subject (documents); Treaty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01264133,0.00080392,0.0005002069,0.001118222,0.001870562,0.004954173,0.002360425,0.004627649,0.01609498],"category_scores_gemma":[0.01573444,0.0003708935,0.0008892289,0.001070828,0.004731193,0.006799341,0.002705128,0.00699756,0.007034631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323075,"about_ca_system_score_gemma":0.005321837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501345,"about_ca_topic_score_gemma":0.005197227,"domain_scores_codex":[0.9919944,0.001104622,0.0002509213,0.000919255,0.00505972,0.000671038],"domain_scores_gemma":[0.9798157,0.003906815,0.0008623179,0.003240896,0.01081157,0.001362639],"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":[0.0002249213,0.0002873319,0.001070366,0.001139608,0.00005926142,0.0003071178,0.0009255859,0.001715319,0.01909943,0.2843902,0.2522039,0.4385771],"study_design_scores_gemma":[0.00002064041,0.0003085561,0.0009839821,0.0003288397,0.00001494134,0.0001944612,0.0002546628,0.0007612045,0.009983575,0.02446975,0.9626393,0.00004007408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03747647,0.09992378,0.1719944,0.3628659,0.03827957,0.0004286473,0.001491788,0.005385543,0.2821539],"genre_scores_gemma":[0.3712829,0.09460998,0.1446107,0.1518992,0.01544365,0.0004360971,0.001670088,0.003844022,0.2162034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01609498,"threshold_uncertainty_score":0.0668546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456474385930506,"score_gpt":0.2618771160712531,"score_spread":0.2473123722119481,"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."}}