{"id":"W4416884016","doi":"10.37665/ppauazr67473","title":"Design and Assembly Factors for 0201 Components","year":2001,"lang":"","type":"article","venue":"Pan Pacific Symposium","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Component (thermodynamics); Printed circuit board; Solder paste; Surface-mount technology; Stencil; Selection (genetic algorithm); Electronic component","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004191833,0.0006164844,0.0006069587,0.0002633687,0.0003654572,0.0002278956,0.0003907361,0.0004402898,0.000009408697],"category_scores_gemma":[0.0001008612,0.0006399679,0.0001435535,0.0002858056,0.0001634064,0.0002005844,0.00009737646,0.0004389339,0.00002874939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286872,"about_ca_system_score_gemma":0.00004529508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002760891,"about_ca_topic_score_gemma":0.000001677329,"domain_scores_codex":[0.9972818,0.00007854709,0.0004747075,0.0006699559,0.0002312616,0.001263672],"domain_scores_gemma":[0.9981757,0.0008215959,0.0001096408,0.0006503743,0.00005942336,0.0001832619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002632436,0.0003972873,0.01613433,0.0009770393,0.001205947,0.00005340954,0.007811022,0.01166107,0.9351316,0.002097216,0.007780882,0.01648697],"study_design_scores_gemma":[0.005887532,0.002461414,0.00670168,0.001073525,0.000852355,0.0003431382,0.007348365,0.6335858,0.26753,0.005607055,0.06347082,0.005138366],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645173,0.004982644,0.3213927,0.001007329,0.001981204,0.001290807,0.00003150857,0.002071417,0.002724976],"genre_scores_gemma":[0.9902843,0.004774519,0.003660083,0.000007907132,0.0001157851,0.00009862592,0.00002445469,0.0001303969,0.0009038991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6676016,"threshold_uncertainty_score":0.9996052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146905896153589,"score_gpt":0.2358479529905411,"score_spread":0.2043788940290052,"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."}}