{"id":"W4416885374","doi":"10.37665/srrsbli35892","title":"Investigation of a Connector Electrical Failure","year":2010,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interface Biologics (Canada); North Toronto Eye Care","funders":"","keywords":"Cable gland; Soldering; Potting; Coating; Electrical contacts; Stack (abstract data type); Catastrophic failure; 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":[0.0006416301,0.0003929267,0.000611162,0.0001958011,0.0001853004,0.0001136635,0.0003574025,0.0006279554,0.00005001622],"category_scores_gemma":[0.0007019833,0.0003649674,0.0001118856,0.0003735583,0.001072194,0.0001644468,0.0001241811,0.001460441,0.000004409652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003526102,"about_ca_system_score_gemma":0.0003331093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002605109,"about_ca_topic_score_gemma":0.0001696224,"domain_scores_codex":[0.997872,0.00007167732,0.0006194159,0.0005657609,0.0002536034,0.0006175258],"domain_scores_gemma":[0.9985224,0.0004152834,0.0001506814,0.0005822606,0.0001590442,0.000170323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005314076,0.0001103622,0.180786,0.002989256,0.0003310181,0.000007576522,0.005469631,0.0007955323,0.686635,0.07547934,0.0004526299,0.04689055],"study_design_scores_gemma":[0.002050053,0.001538142,0.07271597,0.001221794,0.0003800049,0.00009925539,0.002122394,0.1639248,0.6336421,0.1151195,0.004620905,0.002565047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946082,0.00109414,0.00119749,0.001130153,0.0006169555,0.0002584099,0.00001127225,0.0005558127,0.0005275292],"genre_scores_gemma":[0.9953178,0.0007920403,0.003694148,0.000008496802,0.00009222102,0.00002027968,0.000004486359,0.00002774778,0.00004275969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1631293,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245177984892095,"score_gpt":0.2165319519998465,"score_spread":0.2040801721509255,"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."}}