{"id":"W4416885302","doi":"10.37665/srbtbfn29328","title":"Experimental Mechanics Based Approaches To Package Reliability: Some Recent Applications","year":2010,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reliability (semiconductor); Physics of failure; Experimental data; Quality (philosophy); Deformation (meteorology); Dilemma; Product (mathematics)","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":[0.008050312,0.001033386,0.0007576983,0.003510506,0.0004460859,0.001506486,0.002559101,0.001884709,0.005613698],"category_scores_gemma":[0.01033602,0.000962976,0.0005041261,0.002722641,0.005285316,0.001951611,0.001627249,0.001910146,0.0007847029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420411,"about_ca_system_score_gemma":0.0005587802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096502,"about_ca_topic_score_gemma":0.0004981107,"domain_scores_codex":[0.9967768,0.00158188,0.0001973115,0.0004354393,0.0009336782,0.00007488694],"domain_scores_gemma":[0.9865795,0.008845436,0.0006773958,0.001458755,0.002268745,0.0001701416],"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":[0.0004761518,0.001197315,0.00513876,0.004369976,0.000201256,0.0004928554,0.0007790304,0.04497328,0.08190013,0.216275,0.004847804,0.6393484],"study_design_scores_gemma":[0.0004295089,0.005197222,0.02825091,0.001427096,0.0002999952,0.003041112,0.001068728,0.1895825,0.1288539,0.2852426,0.3559322,0.0006743046],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.06761209,0.2110456,0.6518704,0.004915908,0.0009776698,0.0003686938,0.0002877734,0.000734933,0.06218699],"genre_scores_gemma":[0.466383,0.1312339,0.3846905,0.001394455,0.003542714,0.0009340725,0.0004267704,0.0002325893,0.01116197],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008050312,"threshold_uncertainty_score":0.04257458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677703336957375,"score_gpt":0.2388808530938534,"score_spread":0.1821038197242796,"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."}}