{"id":"W4416880557","doi":"10.37665/jsmtkpxid94403","title":"Plasma Stencil Treatments: A Statistical Evaluation","year":2013,"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":"IBM (Canada)","funders":"","keywords":"Printed circuit board; Solder paste; Flip chip; Stencil; Soldering; Surface-mount technology; Circuit reliability; Chip; Electronic component; Reflow soldering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009373871,0.0005013087,0.000899113,0.0007648649,0.0001435296,0.000116988,0.000757733,0.0009081091,0.0004445169],"category_scores_gemma":[0.0007883188,0.0004545812,0.0001607663,0.0008268302,0.0003966125,0.0004544132,0.000140184,0.001661843,0.0002791608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822497,"about_ca_system_score_gemma":0.0004506899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006748348,"about_ca_topic_score_gemma":0.000009164615,"domain_scores_codex":[0.9964899,0.0001076312,0.001265965,0.000339094,0.0008328416,0.0009645833],"domain_scores_gemma":[0.9975454,0.000223333,0.0005774077,0.0006215657,0.0008935286,0.0001387313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001186999,0.001128592,0.009686427,0.0003640251,0.004806165,0.0003924277,0.0009360159,0.124135,0.174162,0.02596311,0.01441973,0.6438879],"study_design_scores_gemma":[0.01195588,0.007826617,0.008764235,0.001470959,0.002752608,0.003634711,0.007729934,0.7028024,0.0973229,0.1427967,0.01058538,0.002357707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726068,0.01052001,0.01031826,0.00420079,0.0008509147,0.0005344462,0.00001520039,0.0005129198,0.0004407045],"genre_scores_gemma":[0.9721996,0.002375193,0.02511172,0.00001243374,0.00005795238,0.00002449208,0.000002583912,0.00006641978,0.0001495956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6415302,"threshold_uncertainty_score":0.9997906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625740060880267,"score_gpt":0.2505799338807415,"score_spread":0.2343225332719388,"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."}}