{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002599369,0.0007369214,0.0002544646,0.003458785,0.0006198962,0.004693832,0.001986999,0.001312282,0.06846081],"category_scores_gemma":[0.003278115,0.0002624855,0.0005902298,0.00390986,0.0008556801,0.004125532,0.002490347,0.001718478,0.03157845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242789,"about_ca_system_score_gemma":0.004047978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149705,"about_ca_topic_score_gemma":0.008446649,"domain_scores_codex":[0.9987091,0.0001050184,0.00004699587,0.0002960864,0.000616223,0.0002265557],"domain_scores_gemma":[0.9962029,0.0003032149,0.0001619046,0.0004544397,0.001944944,0.0009325925],"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":[0.000152117,0.00005743269,0.003189167,0.0004862503,0.00002286616,0.0001205244,0.0002091082,0.001440966,0.006687903,0.1160102,0.3189086,0.5527148],"study_design_scores_gemma":[0.000004603285,0.00001701091,0.001129352,0.0000818875,0.000005645519,0.0001238308,0.00004032941,0.0004097944,0.0008005144,0.001595424,0.995782,0.000009582337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01830254,0.03178371,0.02668592,0.02763112,0.002851082,0.0001699154,0.009174282,0.01598445,0.867417],"genre_scores_gemma":[0.2614054,0.0607728,0.1167924,0.01779201,0.002990211,0.0003962752,0.0336534,0.007818711,0.4983788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06846081,"threshold_uncertainty_score":0.2290242,"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."}}