{"id":"W4416880818","doi":"10.37665/smiuufr82044","title":"Fluorinated Soldering Technology","year":2000,"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":"Bell (Canada)","funders":"","keywords":"Soldering; Wave soldering; Wetting; Printed circuit board; Dip soldering; Solder paste; Flux (metallurgy)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001425657,0.0003815677,0.0002963905,0.0005841328,0.0001491423,0.0001333586,0.001124672,0.0004672873,0.005001908],"category_scores_gemma":[0.00007788518,0.0004549022,0.0001234322,0.0005744194,0.0001951605,0.0002357404,0.0001481595,0.0009159553,0.001217003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193557,"about_ca_system_score_gemma":0.00005872937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002652516,"about_ca_topic_score_gemma":0.000008405003,"domain_scores_codex":[0.9979237,0.00001416374,0.0004583231,0.0004911693,0.0003245886,0.0007880732],"domain_scores_gemma":[0.9992086,0.00003433317,0.00005305515,0.000550605,0.00008361918,0.00006981074],"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":[0.00004150018,0.0001797406,0.002166927,0.00008370051,0.0009930209,0.0001574308,0.0003659101,0.02474205,0.01504305,0.03942375,0.00527656,0.9115264],"study_design_scores_gemma":[0.002309697,0.0003087348,0.002016645,0.0007523791,0.00009600438,0.0004669076,0.0003416897,0.2261246,0.08512389,0.03175757,0.6487648,0.00193708],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289153,0.004671006,0.003530292,0.007968185,0.003591612,0.0002658223,0.00004365585,0.005766125,0.145248],"genre_scores_gemma":[0.9847011,0.002385803,0.002107735,0.0000396379,0.0002745013,0.0000395473,0.00001865667,0.00007406392,0.01035894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9095893,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006177603079712613,"score_gpt":0.2201164201980192,"score_spread":0.2139388171183066,"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."}}