{"id":"W4234591533","doi":"10.32920/ryerson.14660508.v1","title":"Reliability of soldered joints for aerospace applications","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Aerospace; Reliability (semiconductor); Soldering; Reliability engineering; Tin; Materials science; Manufacturing engineering; Mechanical engineering; Computer science; Engineering; Metallurgy; Aerospace 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163396,0.0005886059,0.0004627838,0.0009445156,0.0002328231,0.001013153,0.0006025255,0.0005063929,0.003617314],"category_scores_gemma":[0.002792685,0.0003031861,0.0003672053,0.0009763672,0.0003361543,0.0006623719,0.0004038204,0.0004318276,0.002141115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933869,"about_ca_system_score_gemma":0.000548278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177056,"about_ca_topic_score_gemma":0.001253826,"domain_scores_codex":[0.9983177,0.000287757,0.00007858709,0.0001724875,0.001054246,0.00008919874],"domain_scores_gemma":[0.9985398,0.0002530336,0.0001797863,0.0002527825,0.0007327322,0.00004190605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002386838,0.000114742,0.007120052,0.002261575,0.0001187341,0.0005330672,0.0005397995,0.2168353,0.191727,0.04305889,0.01730293,0.5201492],"study_design_scores_gemma":[0.00004167798,0.001638993,0.02891058,0.0007716861,0.0001994742,0.001677093,0.0003727564,0.4031568,0.1805356,0.06657739,0.3159291,0.000188817],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2238873,0.09902715,0.5645188,0.00141403,0.001189392,0.0004159232,0.002493788,0.004395948,0.1026577],"genre_scores_gemma":[0.9280452,0.01425495,0.04256927,0.00009172224,0.0003089141,0.0001101101,0.001268496,0.0004329676,0.01291837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003617314,"threshold_uncertainty_score":0.01210111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671479221629299,"score_gpt":0.2475866840124317,"score_spread":0.2308718917961387,"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."}}