{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002382817,0.0007409503,0.0006641643,0.00110423,0.0002683621,0.001274846,0.0007104411,0.0008827291,0.004130395],"category_scores_gemma":[0.001354665,0.0003194335,0.0006140718,0.001658187,0.0003934642,0.001401926,0.0004675466,0.0006397024,0.002519622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475985,"about_ca_system_score_gemma":0.000766689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009472774,"about_ca_topic_score_gemma":0.001258277,"domain_scores_codex":[0.9991329,0.0001239336,0.0001206089,0.0002029206,0.0003289583,0.00009059149],"domain_scores_gemma":[0.998513,0.0002873722,0.0001419495,0.0001014109,0.0008773486,0.00007880316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002493941,0.0005109537,0.003447782,0.01020837,0.0003865582,0.0005838344,0.0005200777,0.005478553,0.233039,0.00564162,0.01653933,0.7211498],"study_design_scores_gemma":[0.00006901669,0.004058119,0.006665573,0.0007339767,0.000767437,0.001093246,0.0003923385,0.001683436,0.3319644,0.001138217,0.65138,0.00005406915],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1371334,0.7524018,0.02774852,0.001718523,0.002877237,0.0001850574,0.001057797,0.0003051049,0.07657249],"genre_scores_gemma":[0.3297483,0.5784546,0.02408867,0.001069433,0.002026109,0.0001481569,0.003607034,0.0002376493,0.0606201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004130395,"threshold_uncertainty_score":0.01381755,"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."}}