{"id":"W4416875929","doi":"10.37665/smjegsu30086","title":"Evaluation of Thermally Reliable PWB Substrates","year":2003,"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":"","funders":"","keywords":"Soldering; Printed circuit board; Interconnection; Solder paste; Dip soldering; Substrate (aquarium); Temperature cycling; Electronic packaging; Operating temperature; Integrated circuit packaging","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001691839,0.00019654,0.0001863305,0.0001886758,0.00004866195,0.0000489159,0.0004033237,0.0001726079,0.001044105],"category_scores_gemma":[0.0005958249,0.0002157572,0.00009364684,0.0001888187,0.00008512859,0.0001736023,0.00003283841,0.000300338,0.00005346194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613002,"about_ca_system_score_gemma":0.0002749194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003109212,"about_ca_topic_score_gemma":0.00001629871,"domain_scores_codex":[0.9980383,0.00007050716,0.0004053372,0.0002396115,0.0009298246,0.0003164565],"domain_scores_gemma":[0.9988827,0.00005680732,0.0001218476,0.0003275977,0.0005793967,0.00003172314],"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":[0.00003287788,0.0004726635,0.01449194,0.0001909054,0.002573004,0.000009027221,0.001299758,0.4584313,0.08819986,0.3733213,0.00421676,0.05676062],"study_design_scores_gemma":[0.002166205,0.00018629,0.007857895,0.0004487956,0.0003942112,0.00003860297,0.000552583,0.3561518,0.5290287,0.09232043,0.0101305,0.0007240379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282453,0.005568021,0.001704122,0.0002836304,0.001962909,0.0002027576,0.00001666232,0.0002536804,0.1617629],"genre_scores_gemma":[0.9974569,0.0005239244,0.001311821,0.000008174969,0.00005718785,0.00002459882,0.00001059689,0.0000297659,0.0005770482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408288,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019641574140217,"score_gpt":0.2735888980938642,"score_spread":0.2433924823524621,"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."}}