{"id":"W4416880353","doi":"10.37665/jsmtchfsg54823","title":"Issues and Solutions to Implementing Lead Free Soldering","year":2000,"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":"","funders":"","keywords":"Soldering; Electronics; Solder paste; Dip soldering; Electronic component; Printed circuit board","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009643448,0.0004806866,0.0008650233,0.0008750493,0.0004403966,0.0001475961,0.001108575,0.0005909834,0.0001419524],"category_scores_gemma":[0.0002730896,0.0005140771,0.0001500552,0.00102129,0.0002897099,0.0003425558,0.0005522129,0.001637874,0.00004302925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550117,"about_ca_system_score_gemma":0.00009456398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018728,"about_ca_topic_score_gemma":0.00008125648,"domain_scores_codex":[0.9965069,0.00003753056,0.00114037,0.0003805424,0.00034324,0.001591476],"domain_scores_gemma":[0.9985406,0.00008421686,0.0002649295,0.0007910043,0.0001718388,0.0001473444],"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":[0.00009547271,0.0002587087,0.00739424,0.0004690573,0.001550026,0.0003842497,0.002470941,0.08773135,0.387476,0.01596995,0.01288809,0.4833119],"study_design_scores_gemma":[0.00674211,0.005244646,0.003644394,0.004244253,0.001011545,0.006256163,0.01266958,0.04301061,0.2995718,0.06898192,0.5443014,0.004321588],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93121,0.04009494,0.004704077,0.0223024,0.0003268789,0.0002016627,0.00001316019,0.0007640523,0.0003827811],"genre_scores_gemma":[0.955863,0.01268777,0.03071531,0.00003615519,0.0001139966,0.000004288818,4.158076e-7,0.00007739915,0.0005016521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5314133,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538077014821542,"score_gpt":0.2565367317331806,"score_spread":0.2411559615849652,"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."}}