{"id":"W4416877931","doi":"10.37665/smxohft12166","title":"Materials Testing of PWB Substrates to Determine Survivability Through Lead Free Assembly","year":2013,"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":"Intertek (Canada)","funders":"","keywords":"Printed circuit board; Reliability (semiconductor); Survivability; Electronic packaging; Degradation (telecommunications); Circuit reliability; Capacitance; Material properties","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":[0.0004654304,0.0004431961,0.0001830244,0.000724263,0.0002365811,0.0002481766,0.0002912304,0.0003647303,0.00162511],"category_scores_gemma":[0.0009414389,0.0002546927,0.0002229493,0.000316373,0.0002024346,0.0002997758,0.0002183976,0.0002031721,0.0003849715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714991,"about_ca_system_score_gemma":0.00009118132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005034033,"about_ca_topic_score_gemma":0.0009920752,"domain_scores_codex":[0.9994729,0.0001079485,0.00003042956,0.00006344861,0.0002671355,0.00005819796],"domain_scores_gemma":[0.9989204,0.0003221766,0.0001934536,0.0001722168,0.0003270346,0.00006473818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001762772,0.00004086703,0.004543232,0.00003069505,0.0000112438,0.0001621461,0.00009056404,0.0008604497,0.9895151,0.00003643598,0.00003507337,0.004498055],"study_design_scores_gemma":[0.000006921899,0.001944173,0.02850354,0.000006169088,0.00001812223,0.0002170901,0.000089058,0.001777804,0.9669057,0.00002147215,0.0005010829,0.000008848432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970623,0.00007954952,0.002242249,0.000007003714,0.000005213098,0.00001267661,0.00006796429,0.00005060218,0.0004723248],"genre_scores_gemma":[0.9966019,0.00004597084,0.002196178,0.000007728861,0.000001192133,0.00001166502,0.0000879248,0.00002009564,0.001027278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162511,"threshold_uncertainty_score":0.005436599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430041652844836,"score_gpt":0.268520139774132,"score_spread":0.2242197232456837,"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."}}