{"id":"W4416879606","doi":"10.37665/wedtabu78029","title":"Selective Soldering Round Table Discussion","year":2020,"lang":"","type":"article","venue":"On-Demand Webinars","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Round table; Fusible alloy; Presentation (obstetrics); Soldering; Table (database)","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":[0.0002374478,0.000728047,0.0007352329,0.0001755865,0.0005065512,0.0002441763,0.0006269689,0.0004677778,0.00007866625],"category_scores_gemma":[0.0001964633,0.0005949578,0.0002026684,0.00094085,0.000144549,0.0003469253,0.0002662993,0.001485363,0.0003356697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218859,"about_ca_system_score_gemma":0.0001424972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001749882,"about_ca_topic_score_gemma":0.000005505585,"domain_scores_codex":[0.9966568,0.00007470767,0.0005155351,0.0009267015,0.0004221934,0.001404028],"domain_scores_gemma":[0.9987943,0.00009803181,0.0001227562,0.0005993646,0.00004927243,0.0003362709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008410108,0.0009793696,0.004230068,0.004033433,0.002530742,0.0006220126,0.02062908,0.5087439,0.1491055,0.01858377,0.2162853,0.07341578],"study_design_scores_gemma":[0.007417298,0.007704225,0.00206593,0.004569501,0.0006085904,0.0001009419,0.004342967,0.5708507,0.2106938,0.01207472,0.1729984,0.006572967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7674215,0.01481885,0.05915843,0.0730858,0.003555622,0.00243689,0.0001144526,0.01226803,0.06714047],"genre_scores_gemma":[0.9951022,0.001963868,0.0006884115,0.0003922348,0.0003151116,0.00004880202,0.000009797947,0.0001633734,0.001316246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2276807,"threshold_uncertainty_score":0.9996502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165554725835065,"score_gpt":0.2241297827792902,"score_spread":0.2075743101957837,"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."}}