{"id":"W7113022499","doi":"","title":"Process Challenges for Selective Soldering:Examining parameters for optimal processing","year":2024,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"Coventry University","keywords":"Soldering; Process (computing); Printed circuit board; Component (thermodynamics); Surface-mount technology; Wave soldering; Dip soldering; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006574833,0.001234318,0.00105904,0.001285011,0.0009503704,0.0037765,0.00150209,0.001395405,0.002144367],"category_scores_gemma":[0.01626815,0.0008261848,0.0007085851,0.001395921,0.001284301,0.00625312,0.00100523,0.001727603,0.001193084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138088,"about_ca_system_score_gemma":0.002174733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009981489,"about_ca_topic_score_gemma":0.001376857,"domain_scores_codex":[0.9964637,0.0007339306,0.0003129374,0.0006311284,0.001637896,0.0002205164],"domain_scores_gemma":[0.9905968,0.005216223,0.001359143,0.0006898771,0.002023809,0.0001141645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000840363,0.0007813463,0.01525341,0.009234341,0.000216327,0.0009808792,0.002195677,0.08778044,0.5248047,0.04059905,0.004007131,0.3133063],"study_design_scores_gemma":[0.0001077433,0.003936902,0.01648751,0.001719559,0.0005871677,0.001097278,0.003960414,0.09744537,0.7349226,0.04441348,0.09493362,0.0003882448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3609507,0.07699474,0.5235691,0.005043515,0.00077317,0.001292236,0.0004990278,0.0009747368,0.02990273],"genre_scores_gemma":[0.7589134,0.03546758,0.2006663,0.0005867132,0.0001805442,0.0007371503,0.0003261993,0.0005632,0.002558921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006574833,"threshold_uncertainty_score":0.0347715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387608339266102,"score_gpt":0.2350499748338432,"score_spread":0.2011738914411822,"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."}}