{"id":"W1982070449","doi":"10.1179/174328408x382226","title":"Microstructures formed from mixed solders on copper substrate","year":2009,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eutectic system; Materials science; Soldering; Microstructure; Metallurgy; Copper; Solder paste; Substrate (aquarium); Ternary operation; Dissolution; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001380716,0.0001432205,0.000176536,0.0003010487,0.0001550523,0.00009864975,0.0003536085,0.0001652549,0.000008541799],"category_scores_gemma":[0.00005939883,0.0001216687,0.000008719907,0.0003896785,0.0005273146,0.0001024962,0.00003862122,0.000125866,0.00001274997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005152767,"about_ca_system_score_gemma":0.00002955745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007864648,"about_ca_topic_score_gemma":0.000006429882,"domain_scores_codex":[0.9990479,0.000003960487,0.0001305297,0.0002561907,0.0001167427,0.0004447038],"domain_scores_gemma":[0.9996248,0.00001170075,0.00002230464,0.0002820375,0.00002875574,0.00003039933],"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":[0.000003103348,0.000003886187,0.00004457837,0.000003167019,0.000003556416,0.000003804434,0.00002963701,0.00001413272,0.9855335,0.005448197,0.000376027,0.008536372],"study_design_scores_gemma":[0.0001498882,0.0001012644,0.002036841,0.00001795722,0.000003359503,0.0000112183,0.00009633994,0.0000706314,0.9559229,0.0411722,0.0002751899,0.0001421802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963449,0.0002333035,0.00004196221,0.001102777,0.0002827989,0.00007581624,0.000009798548,0.001491177,0.0004174485],"genre_scores_gemma":[0.999139,0.0001102741,0.0006322419,0.00007747948,0.00001605901,0.000006931709,0.000002355072,0.000008149655,0.000007583074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035724,"threshold_uncertainty_score":0.4961506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006839039762674531,"score_gpt":0.2093499829461312,"score_spread":0.2025109431834566,"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."}}