{"id":"W2060212911","doi":"10.1007/s11664-007-0237-y","title":"Can Whiskers Grow on Bulk Lead-Free Solder?","year":2007,"lang":"en","type":"article","venue":"Journal of Electronic Materials","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Whisker; Materials science; Residual stress; Soldering; Whiskers; Intermetallic; Metallurgy; Lead (geology); Composite material; Oxide; Thin film; Thermal shock; Alloy; Nanotechnology","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":[],"consensus_categories":[],"category_scores_codex":[0.001228786,0.0002322233,0.0004137034,0.0002982939,0.0000628708,0.00005905526,0.0005668202,0.0001646903,0.00005340553],"category_scores_gemma":[0.0001493973,0.000203711,0.00008701927,0.0001827585,0.00004578089,0.00009790721,0.00003409836,0.0005055182,0.00001101017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365286,"about_ca_system_score_gemma":0.0001204353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001190069,"about_ca_topic_score_gemma":0.00004820101,"domain_scores_codex":[0.998059,0.00002887934,0.0005765304,0.0001267677,0.0002886525,0.0009202202],"domain_scores_gemma":[0.9992129,0.00008112715,0.0001892467,0.0003798861,0.00006181624,0.00007497358],"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":[0.0001617111,0.00006259739,0.00005023805,0.000104211,0.0003340322,0.0001076046,0.00019872,0.002055841,0.9589705,0.01698442,0.01532892,0.005641181],"study_design_scores_gemma":[0.0008129842,0.0007328123,0.0002015202,0.0001187368,0.00003825251,0.0002654324,0.00006642524,0.00004027015,0.9768955,0.01409566,0.006443036,0.0002893312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938141,0.001238469,0.001658945,0.0007956699,0.000808984,0.00008836596,0.000005956268,0.0003766648,0.001212833],"genre_scores_gemma":[0.9985812,0.0005257415,0.0003138577,0.00006657038,0.0003160347,0.000002259321,0.000001626289,0.00005106487,0.0001415979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792501,"threshold_uncertainty_score":0.8307093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007547055824817737,"score_gpt":0.2160262830845844,"score_spread":0.2084792272597667,"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."}}