{"id":"W4416884884","doi":"10.37665/srqljpg23359","title":"Evaluating Solderability of Surface Finishes","year":2012,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Solderability; Wetting; Soldering; Surface finishing; Immersion (mathematics); Surface roughness","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":[0.003248163,0.0006064369,0.001010827,0.0001043221,0.0003376153,0.0001152668,0.0004452189,0.0005365695,0.00008625234],"category_scores_gemma":[0.001184229,0.0005713617,0.000201493,0.0003359208,0.001120894,0.0004443494,0.0003436304,0.0009062905,0.000008404661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192273,"about_ca_system_score_gemma":0.0002709224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004183741,"about_ca_topic_score_gemma":0.00001598819,"domain_scores_codex":[0.9961483,0.0002823286,0.001072746,0.0006715765,0.0004752505,0.001349722],"domain_scores_gemma":[0.9973499,0.0009784144,0.0002550861,0.0009601031,0.0001992558,0.0002572848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001035245,0.0009763543,0.7284061,0.01050598,0.0006187682,0.000002018637,0.01788228,0.04901814,0.03548839,0.01157962,0.0001757735,0.145243],"study_design_scores_gemma":[0.003415022,0.002987107,0.2959342,0.004580739,0.00114466,0.00007984931,0.01736651,0.3750279,0.2515955,0.03974186,0.002748691,0.00537795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764021,0.01697418,0.002043329,0.0004031021,0.001068513,0.0003968027,0.00002132679,0.0006135317,0.002077089],"genre_scores_gemma":[0.9885103,0.003113702,0.00808393,0.000006692735,0.0001227536,0.0000157827,0.000003988507,0.00004383318,0.00009905278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4324719,"threshold_uncertainty_score":0.9996738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647100497574914,"score_gpt":0.3136368324843999,"score_spread":0.2571658275086508,"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."}}