{"id":"W4416880337","doi":"10.37665/smevtqs48501","title":"The Relationship Between Reflow Profiles and Contamination","year":2021,"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":"","funders":"","keywords":"Treaty; Flux (metallurgy); Electronics; Miniaturization; Electronic component; Contamination; Solder paste","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003343722,0.0001582856,0.0001285502,0.00005969448,0.000344556,0.0002755221,0.0002723639,0.0001666869,0.00002357283],"category_scores_gemma":[0.001615435,0.000145478,0.00005067817,0.0001574857,0.0001387302,0.000168099,0.0001441405,0.0005101032,0.00002599775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070403,"about_ca_system_score_gemma":0.00008176774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006871543,"about_ca_topic_score_gemma":0.00002494395,"domain_scores_codex":[0.9988622,0.00005410458,0.0002978499,0.0002500749,0.0002631791,0.0002725683],"domain_scores_gemma":[0.9984114,0.001071856,0.0000698102,0.0002644175,0.000144993,0.0000375762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000782563,0.00002141263,0.5458345,0.00006614673,0.0003538446,0.00001787678,0.0004889651,0.0001638492,0.000729249,0.382749,0.002537508,0.06702989],"study_design_scores_gemma":[0.0005448741,0.00004234866,0.8946374,0.0002452471,0.00005572475,0.00004386939,0.0005291428,0.008287726,0.009249765,0.05039657,0.03563694,0.0003303834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503725,0.008634931,0.008523413,0.01808497,0.002138803,0.0001822817,0.0000566917,0.0004899557,0.01151649],"genre_scores_gemma":[0.9937878,0.000860851,0.0007549099,0.0000165654,0.0002997825,0.00002427136,0.0000635178,0.00002272226,0.004169644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.348803,"threshold_uncertainty_score":0.5932421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200548297401454,"score_gpt":0.2781306640305077,"score_spread":0.2461251810564931,"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."}}