{"id":"W4416884864","doi":"10.37665/srnrawb12457","title":"Protocol Development for Testing Solder Reliability in Combined Environments","year":2016,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reliability (semiconductor); Protocol (science); Stress testing (software); Soldering; Field (mathematics); Point (geometry); Phase (matter)","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":[0.001810675,0.0007470743,0.0008722432,0.0002185963,0.0003894508,0.0001468131,0.0005206979,0.0005645198,0.00002609171],"category_scores_gemma":[0.001669312,0.0005575753,0.0001120249,0.0002777375,0.0007300569,0.0003052886,0.0003411513,0.0005332269,0.00001043432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561681,"about_ca_system_score_gemma":0.0004767584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009946269,"about_ca_topic_score_gemma":0.00005526994,"domain_scores_codex":[0.9954776,0.0001338581,0.00129779,0.001329461,0.0003412541,0.001420092],"domain_scores_gemma":[0.9973857,0.001286941,0.0002153376,0.0008269866,0.00008741805,0.0001976433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004748605,0.001152918,0.3466235,0.007509856,0.0002286481,0.00001475622,0.003153482,0.004187896,0.02466095,0.001777287,0.0001493829,0.6100664],"study_design_scores_gemma":[0.03258239,0.005495208,0.3896393,0.01926011,0.0002709425,0.00003831871,0.002699899,0.1006252,0.2258198,0.1134208,0.1005953,0.009552687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094672,0.0002043032,0.03602621,0.001518376,0.0004909288,0.05065084,0.00002360136,0.0009253529,0.0006931584],"genre_scores_gemma":[0.946429,0.0001050771,0.01172265,0.0000111336,0.00004990961,0.04123352,0.000002623587,0.0000618435,0.000384253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6005138,"threshold_uncertainty_score":0.9996876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350821178554178,"score_gpt":0.2611508651360914,"score_spread":0.2276426533505496,"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."}}