{"id":"W4400359194","doi":"10.22230/ijepl.2024v20n1a1369","title":"Measures of Economic Disadvantage Explain Outcomes Differently Across Geographies","year":2024,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Education Sciences; U.S. Department of Education","keywords":"Disadvantage; Economics; Sociology; Economic geography; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003898046,0.0001144469,0.0003233716,0.0007773305,0.00003769072,0.0001722114,0.0002736041,0.00005508583,0.0001040966],"category_scores_gemma":[0.0001416459,0.0001071052,0.0002787144,0.00009638628,0.0001221447,0.0003876037,0.0000265335,0.0001222382,0.00002436489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240631,"about_ca_system_score_gemma":0.0001272748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000805184,"about_ca_topic_score_gemma":0.0001315346,"domain_scores_codex":[0.9988573,0.00001546741,0.000771453,0.0001585193,0.0000626906,0.0001346285],"domain_scores_gemma":[0.9991326,0.0001587601,0.0004605431,0.0000911688,0.00007632906,0.00008065402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003934859,0.0001192619,0.1406288,0.00004549703,0.0007773575,0.000002504288,0.002814596,0.0001260203,0.00003149157,0.8368451,0.0007972344,0.01777282],"study_design_scores_gemma":[0.001118707,0.0002463189,0.3154473,0.0003472208,0.00007318439,0.0001503948,0.01080749,0.001300945,0.0003760885,0.5294151,0.1400805,0.0006368161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478653,0.009366071,0.001127413,0.03696562,0.002348586,0.00005801268,0.0001901609,0.000008480135,0.002070325],"genre_scores_gemma":[0.9961188,0.00151238,0.00009811421,0.0004226189,0.00073099,0.00000358316,0.00001049695,0.00001179999,0.001091188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3074301,"threshold_uncertainty_score":0.4367623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349138730671895,"score_gpt":0.3437266881501497,"score_spread":0.2088128150829602,"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."}}