{"id":"W4416884140","doi":"10.37665/watgndh53502","title":"Lead Free Bumping Using C4Np Reliability and Cost Information-Extended Abstract-","year":2005,"lang":"","type":"article","venue":"Wafer-Level Packaging Symposium","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Bumping; Soldering; Wafer; Chip-scale package; IBM; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428785,0.0006079716,0.0002927849,0.001630817,0.0003750041,0.000976229,0.001340728,0.0004763569,0.0162979],"category_scores_gemma":[0.001327889,0.0002503273,0.0003226367,0.001232698,0.0001730316,0.0009486548,0.0006636313,0.0002980761,0.004178486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089002,"about_ca_system_score_gemma":0.0009277743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004841608,"about_ca_topic_score_gemma":0.004777622,"domain_scores_codex":[0.9987065,0.00006906255,0.00005332715,0.0001040591,0.0009837846,0.00008334633],"domain_scores_gemma":[0.9987977,0.000112781,0.0001148441,0.0001582638,0.0007845399,0.00003183131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001132245,0.0003453288,0.006791136,0.001314738,0.00008417828,0.00103739,0.0001781553,0.02638588,0.4025585,0.009090782,0.03121335,0.5198682],"study_design_scores_gemma":[0.0001027022,0.001246435,0.008448372,0.00007841598,0.0001518376,0.0009661215,0.00007907903,0.04661202,0.8035493,0.002691232,0.1359769,0.00009765692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5133724,0.003262715,0.2446214,0.0006917398,0.0007473552,0.001724907,0.006641745,0.01667622,0.2122616],"genre_scores_gemma":[0.8581192,0.0006605409,0.05943136,0.00008347076,0.00005297448,0.0003908353,0.003515637,0.0006179535,0.07712797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162979,"threshold_uncertainty_score":0.05452192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243614635655656,"score_gpt":0.2489594498571481,"score_spread":0.2245979862915825,"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."}}