{"id":"W4416880778","doi":"10.37665/smrgeun24407","title":"Prediction of PCB Thickness for Selection of a Suitable PCB Manufacturing Technology","year":2000,"lang":"","type":"article","venue":"SMTA International","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Printed circuit board; Fabrication; Interconnection; SIGNAL (programming language); Component (thermodynamics); Integrated circuit; Layer (electronics); Electronic component; Electronic circuit","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002901333,0.000210535,0.0003246137,0.0004027761,0.00007819785,0.00001768065,0.0003408994,0.0003361058,0.005133544],"category_scores_gemma":[0.00008386026,0.0002395728,0.0001479866,0.000244433,0.00009573719,0.000237421,0.00004640715,0.000316513,0.000009313945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509537,"about_ca_system_score_gemma":0.00006547225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008395726,"about_ca_topic_score_gemma":0.00004251805,"domain_scores_codex":[0.9982599,0.00003298869,0.0007369461,0.0003333476,0.0003349168,0.0003019003],"domain_scores_gemma":[0.9991565,0.000143577,0.0001624884,0.000236961,0.0002575908,0.00004289693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001376324,0.0009772156,0.01197369,0.001632117,0.0008177378,0.000001629371,0.001151791,0.06190744,0.6920702,0.004127677,0.00155575,0.2224084],"study_design_scores_gemma":[0.001359496,0.0007033577,0.01283036,0.000440652,0.00008769635,0.000029216,0.00006918322,0.1724999,0.8006912,0.004830837,0.006261982,0.0001961479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892343,0.0003113428,0.004376676,0.0002607376,0.0009369862,0.0004874022,0.00026035,0.0001034714,0.004028769],"genre_scores_gemma":[0.9954011,0.0001943629,0.002381691,0.000005368373,0.0002001806,0.00006066162,0.00007493844,0.00002924845,0.001652389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2222123,"threshold_uncertainty_score":0.9957759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111965512488912,"score_gpt":0.2252660943520556,"score_spread":0.2141464392271664,"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."}}