{"id":"W4416877924","doi":"10.37665/smhxcln33246","title":"Selective Soldering with Sn3.9Ag0.6Cu: Process Development","year":2004,"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":"Hain Celestial (Canada)","funders":"","keywords":"Soldering; Wave soldering; Rework; Dip soldering; Process (computing); Solder paste; Nozzle; Surface-mount technology","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":[0.0001607603,0.0004648203,0.0003024146,0.0003337207,0.0002229077,0.0001781348,0.0007607169,0.0002160411,0.00006773222],"category_scores_gemma":[0.00007026106,0.0004654531,0.00006713203,0.0003846714,0.0001260637,0.0003595141,0.0001320646,0.0007926804,0.000101764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145949,"about_ca_system_score_gemma":0.0006109418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004675878,"about_ca_topic_score_gemma":0.000132515,"domain_scores_codex":[0.9976127,0.000009555568,0.0004296283,0.0005666104,0.0006023304,0.000779175],"domain_scores_gemma":[0.9992309,0.0000308802,0.0001187923,0.0002889359,0.0002335281,0.00009699222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002744508,0.0008729161,0.01406382,0.0008609431,0.005022502,0.0002746555,0.02241325,0.8600366,0.008889879,0.03084638,0.0004988721,0.0559458],"study_design_scores_gemma":[0.008880853,0.0009962277,0.02364348,0.005084741,0.0001713224,0.000657935,0.003132426,0.02283602,0.8892534,0.02425794,0.01670408,0.004381623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88393,0.0007973487,0.09483503,0.001309827,0.001229443,0.0003800865,0.00001123778,0.001689504,0.01581748],"genre_scores_gemma":[0.9886337,0.0001117985,0.01031414,0.00004155061,0.0002029218,0.0001122007,0.00002049092,0.00008698688,0.0004762112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8803635,"threshold_uncertainty_score":0.9997797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008334136313523885,"score_gpt":0.2294523040452995,"score_spread":0.2211181677317756,"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."}}