{"id":"W4416885437","doi":"10.37665/srcnjdr30254","title":"Pb-Free Failure Analysis Case Studies – An EMS Perspective","year":2008,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Social Innovation","funders":"","keywords":"Perspective (graphical); Government (linguistics); Context (archaeology); Term (time)","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":[0.001436896,0.000894325,0.0005959418,0.001781156,0.00114897,0.001217188,0.001600333,0.002620116,0.008686721],"category_scores_gemma":[0.002823272,0.0004313666,0.0007395596,0.0009008818,0.0008850089,0.001516723,0.0007812179,0.0007507037,0.001049722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009453128,"about_ca_system_score_gemma":0.0006829961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007983828,"about_ca_topic_score_gemma":0.0121165,"domain_scores_codex":[0.9990119,0.0004363038,0.00003441762,0.00007374826,0.0003045609,0.0001390731],"domain_scores_gemma":[0.9979721,0.001367399,0.0001091887,0.0001695979,0.0003343634,0.00004727952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0009654188,0.001247244,0.01129902,0.0005679018,0.0001863946,0.0168488,0.002273868,0.7376184,0.03212682,0.08768465,0.006608041,0.1025734],"study_design_scores_gemma":[0.0003102692,0.002940508,0.01331139,0.0002315782,0.0003455903,0.009387164,0.007782091,0.7625514,0.0837082,0.07536034,0.04389207,0.0001793805],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6056786,0.0007622728,0.2425918,0.001366961,0.00005775661,0.0004396551,0.0007133823,0.0008426321,0.1475469],"genre_scores_gemma":[0.9309536,0.000464865,0.04095843,0.0001324091,0.00002428572,0.0001366227,0.0001933266,0.00009152677,0.02704484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008686721,"threshold_uncertainty_score":0.02906001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898376291309791,"score_gpt":0.2745081038955361,"score_spread":0.2355243409824382,"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."}}