{"id":"W2021876087","doi":"10.1520/jai103021","title":"Loading Mixity on the Interfacial Failure Mode in Lead-Free Solder Joint","year":2010,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Soldering; Intermetallic; Composite material; Alloy; Ultimate tensile strength; Joint (building); Shear (geology); Failure mode and effects analysis; Shear strength (soil); Metallurgy; Structural 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":[0.0004081182,0.0001057396,0.0001424986,0.0002224452,0.00002842225,0.00005798958,0.0006408718,0.00008336969,0.00008365236],"category_scores_gemma":[0.0004255739,0.00007395016,0.00009191823,0.00007076043,0.00004460732,0.0001362155,0.00006296267,0.001232881,0.00001278765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173046,"about_ca_system_score_gemma":0.00002718509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005953679,"about_ca_topic_score_gemma":0.0001310762,"domain_scores_codex":[0.9991223,0.00001466574,0.0003368489,0.00007349414,0.0002835926,0.0001690538],"domain_scores_gemma":[0.9995368,0.00007679321,0.0001008366,0.0001905186,0.00007170149,0.00002342513],"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":[0.0001509834,0.0003300675,0.009233524,0.00004115155,0.000713325,0.0001621845,0.002931444,0.07773748,0.6843719,0.08113563,0.1114568,0.03173549],"study_design_scores_gemma":[0.004151124,0.0005412617,0.02831097,0.0009539693,0.00004333592,0.001047127,0.001507525,0.2553647,0.5509472,0.1097772,0.04627262,0.001082857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984894,0.0000305712,0.004130416,0.006784674,0.001411391,0.00003369054,0.000004036743,0.00006216091,0.002649029],"genre_scores_gemma":[0.9979765,0.00001484252,0.001592808,0.00005626633,0.0002742707,0.000002024501,5.002999e-7,0.00001293321,0.00006989524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776273,"threshold_uncertainty_score":0.5356325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283695276774444,"score_gpt":0.2322919165268709,"score_spread":0.2194549637591264,"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."}}