{"id":"W4416879854","doi":"10.37665/jsmtpsuej25516","title":"The Study of Dissolution of Bi Precipitates in Sn Using a Novel in Situ Heating Technique in the SEM","year":2019,"lang":"","type":"article","venue":"Journal of Surface Mount Technology","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dissolution; Scanning electron microscope; Microstructure; Soldering; Kinetics; Alloy; In situ; Optical microscope","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003513145,0.0003134225,0.0009071591,0.001289169,0.00006526496,0.00002623288,0.00118744,0.0005222513,0.000001100625],"category_scores_gemma":[0.000489719,0.0002254055,0.00009995216,0.002542839,0.0002495919,0.0002012561,0.0002415773,0.002358823,3.743498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008935338,"about_ca_system_score_gemma":0.0001530996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005280602,"about_ca_topic_score_gemma":0.001203334,"domain_scores_codex":[0.9967055,0.000179435,0.001803075,0.0002471679,0.0003910556,0.0006738206],"domain_scores_gemma":[0.9977049,0.0005842785,0.0008986223,0.0006539111,0.0001423802,0.00001593645],"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":[0.00007133571,0.0006721317,0.1453305,0.0001408639,0.00008400934,0.00001740889,0.003580651,0.2562671,0.5915742,0.001121968,0.000001336695,0.001138432],"study_design_scores_gemma":[0.009188652,0.007966422,0.09646235,0.009179628,0.0001930557,0.0008364628,0.194457,0.1661579,0.4979661,0.01621816,0.0001153478,0.001258803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914543,0.004951103,0.00152817,0.0007762282,0.0001650759,0.001029647,0.000001957241,0.00005797305,0.00003556179],"genre_scores_gemma":[0.9959892,0.000771007,0.003180451,0.000001918049,0.000007938558,0.00001358926,1.480223e-7,0.00003244169,0.000003304534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1908764,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637854508169661,"score_gpt":0.2641619936112848,"score_spread":0.2477834485295882,"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."}}