{"id":"W2561071014","doi":"","title":"Tin Whisker Growth and Mitigation with a Nanocrysytalline Nickel Coating","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whisker; Materials science; Tin; Coating; Electroplating; Whiskers; Metallurgy; Nickel; Electronics; Substrate (aquarium); Monocrystalline whisker; Composite material; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001053262,0.0002829217,0.0002159047,0.0002190516,0.0001810184,0.0002700939,0.0002685737,0.0002131142,0.0009292627],"category_scores_gemma":[0.0001344975,0.0002237878,0.0001819728,0.0001552384,0.0001237138,0.0001763179,0.0002356116,0.0002897429,0.0004416302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005556857,"about_ca_system_score_gemma":0.0002866832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669799,"about_ca_topic_score_gemma":0.008121297,"domain_scores_codex":[0.9998457,0.000004921468,0.000006547284,0.00003977634,0.00007359382,0.00002942404],"domain_scores_gemma":[0.9998994,0.000006470174,0.00002970441,0.0000148158,0.00003627032,0.00001335596],"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":[0.00001670785,0.00001255444,0.0001156087,0.00005256723,0.000003076299,0.00003515944,0.00004033576,0.0002035263,0.9966286,0.00008702453,0.0001604909,0.002644351],"study_design_scores_gemma":[0.000003827036,0.00006699369,0.0009266353,0.000005003702,0.000006231479,0.0000379249,0.00002169216,0.00103708,0.9950781,0.000007660611,0.002805786,0.000002961422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587982,0.002533018,0.01321817,0.0001858422,0.0001730086,0.0001555031,0.0001970623,0.0005339093,0.02420529],"genre_scores_gemma":[0.9554844,0.001970617,0.01844713,0.00006423199,0.00001651863,0.00006309598,0.0002074524,0.0001139085,0.02363249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002669799,"threshold_uncertainty_score":0.005308568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006832839164712091,"score_gpt":0.2049240645937087,"score_spread":0.1980912254289966,"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."}}