{"id":"W4416878207","doi":"10.37665/smtopvg23324","title":"Developing High Reliability Solders for Harsh Environment","year":2018,"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":"Computer Research Institute of Montréal","funders":"","keywords":"Soldering; Alloy; Reliability (semiconductor); Microstructure; Automotive industry; Work (physics)","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":[0.0003602495,0.0002968997,0.0002327385,0.000149281,0.0002057619,0.0001012111,0.0006957901,0.0002343301,0.0003253621],"category_scores_gemma":[0.0002657654,0.0003384862,0.0001270402,0.00008331679,0.0003061335,0.000183703,0.0002137219,0.0002949618,0.0002022564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199944,"about_ca_system_score_gemma":0.0001035086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004085615,"about_ca_topic_score_gemma":0.00001157042,"domain_scores_codex":[0.9981204,0.00001654254,0.0004328362,0.0005208339,0.0003056852,0.0006037042],"domain_scores_gemma":[0.9991657,0.0001246477,0.00009185558,0.0004567482,0.000105274,0.0000557351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003732555,0.0005296907,0.007421841,0.0008354658,0.003277324,0.00001912002,0.003154862,0.0342944,0.02055479,0.6515395,0.04701983,0.2309799],"study_design_scores_gemma":[0.002654213,0.0006459785,0.007578063,0.0005235758,0.0001163409,0.00002389951,0.0002824106,0.1673195,0.1489275,0.1649204,0.5052646,0.00174355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2930984,0.0004309632,0.6848372,0.01119498,0.006303252,0.0005666608,0.0001217895,0.0009074881,0.002539262],"genre_scores_gemma":[0.9421259,0.0003636529,0.05548323,0.0001011047,0.0006900823,0.00009921198,0.00004135938,0.00005221396,0.001043279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6490274,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078722436333848,"score_gpt":0.2538610031031907,"score_spread":0.2330737787398522,"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."}}