{"id":"W4408904369","doi":"10.5406/26428652.93.1.07","title":"Utah In Focus","year":2025,"lang":"en","type":"article","venue":"Utah Historical Quarterly","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110801,0.000101599,0.000163599,0.0001726854,0.00002786977,0.00001172341,0.0001312385,0.00008843288,0.0000369322],"category_scores_gemma":[0.00001741611,0.0001076238,0.00004976933,0.0004813172,0.00001092649,0.00004839091,0.000005128073,0.0001552247,0.00006731842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007922027,"about_ca_system_score_gemma":0.00001923173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705898,"about_ca_topic_score_gemma":0.00005468347,"domain_scores_codex":[0.9993351,0.00002134659,0.0002260264,0.0001551234,0.00007116418,0.0001912497],"domain_scores_gemma":[0.9995574,0.000110053,0.00001126964,0.0002543593,0.00001697077,0.00004995254],"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":[0.000007114038,0.00007973154,0.0008019138,0.00004141978,0.00001614651,0.00001046976,0.0007398719,0.0001599526,0.001651519,0.01101459,0.03858398,0.9468933],"study_design_scores_gemma":[0.0003653612,0.0000723675,0.00303664,0.0000205081,0.00001255502,0.000002501017,0.00005623258,0.00230272,0.0002927415,0.0155224,0.9781004,0.0002155607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04485542,0.005332076,0.8652114,0.0009197742,0.002325257,0.0004156545,0.000005337726,0.001222747,0.07971238],"genre_scores_gemma":[0.9745882,0.00002139589,0.02151421,0.00009706074,0.000106224,0.000174277,0.000002721505,0.0000257169,0.003470239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9466777,"threshold_uncertainty_score":0.4388769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785154915910697,"score_gpt":0.250425084350156,"score_spread":0.2406399294342453,"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."}}