{"id":"W7127241282","doi":"","title":"The Pittsburg Micropolitan Area Economic Report, Quarter 3, 2025","year":2025,"lang":"","type":"article","venue":"Pittsburg State University Digital Commons (Pittsburg State University)","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); State (computer science); Center (category theory); Context (archaeology)","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009783437,0.001674045,0.002591127,0.003722208,0.003838232,0.002279205,0.003904272,0.0005920915,0.0004156374],"category_scores_gemma":[0.0001502308,0.002085567,0.002386339,0.002697711,0.002284854,0.003265705,0.002258415,0.001481314,0.0007696863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555584,"about_ca_system_score_gemma":0.00131004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007812746,"about_ca_topic_score_gemma":0.003965026,"domain_scores_codex":[0.9911452,0.0002851841,0.002617711,0.003093455,0.0002830668,0.002575362],"domain_scores_gemma":[0.9913303,0.001242487,0.002672342,0.003148808,0.000511395,0.00109469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003658609,0.001867413,0.1381217,0.0003188412,0.01200861,0.00722579,0.002233022,0.009211966,0.00002679902,0.6385582,0.1721491,0.01461993],"study_design_scores_gemma":[0.003055754,0.0002828005,0.006620826,0.0001586783,0.0004107249,0.00004650295,0.005410789,0.004167282,0.00001715476,0.07379462,0.9039258,0.002109046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5101595,0.005263937,0.0756315,0.03117717,0.006709549,0.003395347,0.01185005,0.0006605898,0.3551523],"genre_scores_gemma":[0.77411,0.0141776,0.00004710549,0.0002598371,0.0001418899,0.000002380077,0.0003894081,0.0001292848,0.2107424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7317768,"threshold_uncertainty_score":0.9996006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334760309456621,"score_gpt":0.188468282054494,"score_spread":0.1751206789599278,"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."}}