{"id":"W4416877437","doi":"10.37665/smdktiu51950","title":"Tin Pest Phenomena: A Real World Test Scenario","year":2006,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Tin; Whisker; Printed circuit board; Soldering; Surface-mount technology; Electronics; Process (computing)","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":[0.000459735,0.0005358894,0.0003934576,0.0004445211,0.0004139444,0.0003517341,0.000815636,0.001011811,0.001685271],"category_scores_gemma":[0.0009750976,0.0002079378,0.0003190226,0.0003948787,0.0003866253,0.00037659,0.0003977205,0.0003585891,0.0003293727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429131,"about_ca_system_score_gemma":0.0002087511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946282,"about_ca_topic_score_gemma":0.002683521,"domain_scores_codex":[0.9994349,0.0001308388,0.00002217849,0.00009178433,0.0002383878,0.00008188628],"domain_scores_gemma":[0.9991238,0.0002937562,0.0001026852,0.0001328529,0.000269229,0.00007778258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005822685,0.003387994,0.03999497,0.0006718001,0.0002466249,0.01557484,0.001046004,0.1572755,0.7419798,0.001340938,0.003052344,0.0296066],"study_design_scores_gemma":[0.0004604878,0.0166454,0.02791485,0.00002258759,0.0001864594,0.003051185,0.0008304347,0.1822008,0.7626708,0.0006240563,0.005297239,0.00009569702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951106,0.00002509467,0.00370013,0.00002382868,0.00001108505,0.00006050535,0.0001950611,0.0001458975,0.0007278751],"genre_scores_gemma":[0.9970608,0.00002741729,0.001903319,0.00001948252,0.000003275733,0.00003179951,0.0002680234,0.00001425614,0.0006715868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001946282,"threshold_uncertainty_score":0.005637765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00912117204197965,"score_gpt":0.2258877279999012,"score_spread":0.2167665559579216,"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."}}