{"id":"W4416882444","doi":"10.37665/ppmaxzl36133","title":"X-Ray Inspection … Avoid Radiation Damage","year":2002,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Radiation Effects in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Ball grid array; Soldering; Reliability (semiconductor); Electronic equipment; Intellectualization; Component (thermodynamics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005735925,0.0007054569,0.0005390466,0.0005672541,0.0005177892,0.0003447215,0.0004026855,0.0005518111,0.001016],"category_scores_gemma":[0.0001301293,0.0007764623,0.0002632735,0.001223401,0.0001324816,0.000819448,0.00004138626,0.0009989762,0.00390047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654814,"about_ca_system_score_gemma":0.00004660727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002829353,"about_ca_topic_score_gemma":0.000008011049,"domain_scores_codex":[0.996089,0.000351132,0.000880816,0.0008228208,0.0006510178,0.001205207],"domain_scores_gemma":[0.9979131,0.0003028013,0.0002707893,0.001102485,0.000105434,0.00030535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003436657,0.000512264,0.001141086,0.000555966,0.0004965774,0.00003318922,0.01069832,0.8193445,0.05423618,0.002481629,0.05169433,0.05877156],"study_design_scores_gemma":[0.001041224,0.0003007801,0.002135737,0.00007299953,0.000156475,0.00002573176,0.000309181,0.8983525,0.005631729,0.0001029135,0.09094013,0.0009306106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.17446,0.02584531,0.03419956,0.006357258,0.03729957,0.004978218,0.0002390533,0.007597624,0.7090234],"genre_scores_gemma":[0.9863132,0.005266422,0.0002440832,0.00005777367,0.001770082,0.0000970518,0.00006174915,0.0002274535,0.005962205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8118532,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006290436446254146,"score_gpt":0.1916423478880192,"score_spread":0.1853519114417651,"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."}}