{"id":"W7108215830","doi":"10.37665/hamigfs85311","title":"Latest Results on Pb-Free Solder Alloys for Harsh Environments","year":2018,"lang":"","type":"article","venue":"Harsh Environments Conference","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal","funders":"","keywords":"Soldering; Creep; Alloy; Recrystallization (geology); Reliability (semiconductor); Thermal fatigue; Electronics; Wetting","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005510495,0.001167329,0.0008201167,0.0002507501,0.0005911604,0.0002463273,0.00204894,0.0008155346,0.0004335644],"category_scores_gemma":[0.0004124999,0.001308381,0.000260268,0.0001765351,0.001073188,0.0003879678,0.0007261789,0.001002064,0.002066341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007256704,"about_ca_system_score_gemma":0.00007463646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002663199,"about_ca_topic_score_gemma":0.00002330829,"domain_scores_codex":[0.9942069,0.00009564822,0.001058598,0.001724145,0.0007784943,0.002136189],"domain_scores_gemma":[0.9959781,0.0002882204,0.0003462434,0.003037378,0.00001774516,0.0003323146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002531916,0.004539517,0.002698032,0.0008612331,0.004172625,0.0002094675,0.007365772,0.01046683,0.6331241,0.02310341,0.1884717,0.1224554],"study_design_scores_gemma":[0.008744397,0.003213867,0.008567784,0.0009670482,0.0003310062,0.00001873646,0.0002278806,0.02272729,0.2775708,0.00552346,0.6692936,0.002814118],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6606643,0.004326316,0.2356658,0.01553371,0.01024548,0.01022732,0.005453676,0.004606798,0.05327671],"genre_scores_gemma":[0.97666,0.003244917,0.004740167,0.0002620358,0.000396256,0.000265191,0.0001310852,0.0002315254,0.01406884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808219,"threshold_uncertainty_score":0.9989366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079940985180548,"score_gpt":0.2334744183777203,"score_spread":0.2026750085259148,"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."}}