{"id":"W4416880555","doi":"10.37665/smtptyi31421","title":"Controlling Moisture-Sensitive Devices (MSDS) for Double-Sided Reflow Applications","year":2002,"lang":"","type":"article","venue":"SMTA International","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Process (computing); Tracking (education); Tracking system; Limit (mathematics); Fail-safe; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004937989,0.0003707237,0.0003945813,0.00004591012,0.000638658,0.0002984041,0.0008025711,0.0002825324,0.002607674],"category_scores_gemma":[0.0002286482,0.0002032347,0.0004072908,0.00030825,0.0002642444,0.0003423188,0.0001281704,0.0002955918,0.0002633434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157625,"about_ca_system_score_gemma":0.0000144813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686232,"about_ca_topic_score_gemma":0.002378928,"domain_scores_codex":[0.9971421,0.00008914457,0.0007277387,0.0009365391,0.0005740092,0.0005304297],"domain_scores_gemma":[0.9972504,0.001209625,0.0003529859,0.000183166,0.0008004986,0.0002033751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006237823,0.009077699,0.05636659,0.0003863821,0.0041026,0.00004982951,0.004653414,0.003431005,0.1225972,0.1568033,0.03629962,0.5999945],"study_design_scores_gemma":[0.007122613,0.001138084,0.06004043,0.0002338336,0.0002927172,0.0000470679,0.002218711,0.05465749,0.00921495,0.00732205,0.8558757,0.001836356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6805006,0.004964721,0.01006386,0.1794856,0.009950738,0.01511396,0.007653883,0.0007355576,0.09153116],"genre_scores_gemma":[0.9910283,0.000102152,0.001012925,0.0007956162,0.002736388,0.0006121761,0.0004031096,0.000006097694,0.003303251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8195761,"threshold_uncertainty_score":0.9983041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775285874273896,"score_gpt":0.2737133098270845,"score_spread":0.2259604510843456,"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."}}