{"id":"W4416877519","doi":"10.37665/smwidms67050","title":"CGA Trends and Capabilities","year":2015,"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":"IBM (Canada)","funders":"","keywords":"Ball grid array; Flip chip; Soldering; Reliability (semiconductor); Eutectic system; Ceramic; Wetting; Printed circuit board; Temperature cycling","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":[],"consensus_categories":[],"category_scores_codex":[0.0002012209,0.000195011,0.0001665972,0.0002763589,0.00004250058,0.00011984,0.0003153128,0.0001416492,0.0001037659],"category_scores_gemma":[0.0001820642,0.0002108671,0.00004777858,0.0001264669,0.0001729138,0.0001852031,0.0001480502,0.0003121266,0.00003512892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921206,"about_ca_system_score_gemma":0.00005281432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007721086,"about_ca_topic_score_gemma":0.00003022833,"domain_scores_codex":[0.9989426,0.00001486353,0.000221037,0.0002458378,0.0002602747,0.0003153662],"domain_scores_gemma":[0.9995167,0.00004486495,0.00003494862,0.0002281547,0.00007864829,0.00009669849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008954707,0.0002176093,0.03264906,0.0001919984,0.001429159,0.00007300432,0.01183484,0.00995825,0.001470845,0.2948827,0.1137424,0.5334606],"study_design_scores_gemma":[0.004917585,0.0008574154,0.02373934,0.0005122463,0.0001566206,0.0004713594,0.006379622,0.227551,0.007608339,0.1886123,0.5367379,0.002456319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7649789,0.01177233,0.002510395,0.01163523,0.005684095,0.00009277483,0.00008052817,0.001545105,0.2017007],"genre_scores_gemma":[0.9912003,0.0003358698,0.001034799,0.0000260266,0.0002289481,0.00001243932,0.00001311378,0.00002562684,0.007122837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310043,"threshold_uncertainty_score":0.8598909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268562936705583,"score_gpt":0.2520812211461858,"score_spread":0.2293955917791299,"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."}}