{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001743513,0.0004918196,0.0004917266,0.00195334,0.0006570882,0.002549749,0.0007093546,0.0007943847,0.004126703],"category_scores_gemma":[0.01130379,0.0003981992,0.0004901224,0.00164958,0.0004166001,0.001119421,0.0008534888,0.001008837,0.002483162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007997147,"about_ca_system_score_gemma":0.0004144899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821487,"about_ca_topic_score_gemma":0.001489152,"domain_scores_codex":[0.9973518,0.0003445478,0.0002032053,0.0005205457,0.001242129,0.000337927],"domain_scores_gemma":[0.987288,0.003654882,0.002510236,0.0009504425,0.0051183,0.0004780921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006795844,0.0007274423,0.5409431,0.0005647358,0.0003976233,0.001928679,0.00131226,0.01409317,0.2800146,0.001770087,0.004932936,0.1465194],"study_design_scores_gemma":[0.00005410242,0.002146458,0.3943643,0.000222521,0.0002332349,0.002206326,0.001692491,0.03910052,0.5378645,0.004115145,0.01770931,0.0002910919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702457,0.002121078,0.0181437,0.0001815621,0.000106594,0.0001324905,0.002621306,0.001325888,0.005121804],"genre_scores_gemma":[0.9926792,0.0003568102,0.002995444,0.0001145206,0.0000130883,0.00003688403,0.00199955,0.0001734772,0.001630874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004126703,"threshold_uncertainty_score":0.01380515,"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."}}