{"id":"W4243056334","doi":"10.1002/vnl.10366","title":"Guest editorial","year":2002,"lang":"en","type":"editorial","venue":"Journal of Vinyl and Additive Technology","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Library science; Computer science; Information retrieval","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001283279,0.0003632094,0.0007791573,0.0007822425,0.00006192009,0.000026583,0.0004274822,0.002451493,0.0000324752],"category_scores_gemma":[0.001068427,0.0003095282,0.0001215551,0.0002799016,0.0003315886,0.000174125,0.0001182462,0.002909507,0.00001488916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205665,"about_ca_system_score_gemma":0.0000452522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001041603,"about_ca_topic_score_gemma":0.000003864662,"domain_scores_codex":[0.9985026,0.000005583402,0.0005460462,0.000197535,0.0004061329,0.0003421191],"domain_scores_gemma":[0.9986151,0.000304623,0.0003552474,0.00022077,0.0004334413,0.00007079363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001182239,0.00002064277,5.691265e-7,0.00003887677,0.0001153129,0.0001021661,0.00001151488,0.000002831538,0.002071934,0.00003926116,0.9846799,0.01290515],"study_design_scores_gemma":[0.0005478729,0.0004724895,0.00000132394,0.0002569164,0.0000642244,0.00006636237,0.00009859607,0.000002720564,0.005021378,0.002274963,0.9908974,0.0002957812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005990615,0.005450117,0.0000728825,0.0001001968,0.9925002,0.00007367435,0.0002259132,0.0004382245,0.0005397316],"genre_scores_gemma":[0.0004038555,0.02433334,0.0007799802,0.000002908004,0.9742076,0.000009183837,0.00001350587,0.00006271082,0.0001869061],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01888322,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003357713141021831,"score_gpt":0.2116849147033599,"score_spread":0.2083272015623381,"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."}}