{"id":"W4416877145","doi":"10.37665/smchjke52617","title":"Drop Test Assessment of a Medium Complexity Assembly for High Reliability Applications","year":2010,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Ball grid array; Rework; Printed circuit board; Soldering; Surface-mount technology; Drop test; Electronics; Reliability (semiconductor); Solder paste","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"],"consensus_categories":[],"category_scores_codex":[0.0005746625,0.0002571172,0.0003357995,0.0001755917,0.0001267856,0.00006270844,0.000962731,0.0002679459,0.0001575296],"category_scores_gemma":[0.0006842329,0.0002835924,0.0001529285,0.000186941,0.0003588779,0.0001352244,0.000184278,0.0007906571,0.000009071893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693933,"about_ca_system_score_gemma":0.0002471972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039611,"about_ca_topic_score_gemma":0.0001311172,"domain_scores_codex":[0.9981456,0.00001425995,0.0006182584,0.0004313939,0.0003974348,0.0003930429],"domain_scores_gemma":[0.9979175,0.0006261516,0.0002168527,0.000724373,0.0004438004,0.00007128061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002012855,0.001227199,0.03687647,0.0005381435,0.0004881186,0.000001280698,0.0001332516,0.002069842,0.2663247,0.6792691,0.002694546,0.01035723],"study_design_scores_gemma":[0.002171394,0.000475794,0.16008,0.0001732281,0.0001649092,0.00002150134,0.000105005,0.4854777,0.09808606,0.2034866,0.04877457,0.00098333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.337147,0.0001030652,0.6378208,0.009147645,0.004074449,0.001516091,0.00123916,0.0009349192,0.008016792],"genre_scores_gemma":[0.9313627,0.00005444088,0.06737453,0.00001707565,0.000337049,0.0004575297,0.0001290465,0.00003634039,0.0002312125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5942158,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804056896793759,"score_gpt":0.3077126436715332,"score_spread":0.2896720747035956,"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."}}