{"id":"W6928835773","doi":"10.3886/e136821v1","title":"Data and Code for: The Valuation of Local School Quality Under School Choice","year":2022,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Valuation (finance); School choice; Data quality; Quality (philosophy); School district; School system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001890412,0.001236296,0.001184208,0.0029777,0.0005128373,0.00232781,0.002409367,0.001604813,0.1594255],"category_scores_gemma":[0.01382695,0.0008217025,0.001183348,0.007144081,0.000383665,0.001311981,0.001662663,0.002272351,0.1016943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101534,"about_ca_system_score_gemma":0.002398315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04443406,"about_ca_topic_score_gemma":0.06308139,"domain_scores_codex":[0.9986097,0.0002738617,0.0001836188,0.0003455513,0.0003619845,0.0002253208],"domain_scores_gemma":[0.9930117,0.002449113,0.001139644,0.001437116,0.00138855,0.0005739225],"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":[0.00006635629,0.00002469178,0.00318943,0.0002767462,0.0000358272,0.000009206445,0.00001855907,0.0004790848,0.00002331092,0.0006761934,0.9935616,0.001638965],"study_design_scores_gemma":[0.0009985258,0.00004901889,0.03636185,0.0005268916,0.00006573254,0.00008139318,0.000249585,0.001576147,0.0003640139,0.004521117,0.9551269,0.00007881813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001254912,0.00001156142,0.0000377917,0.00004654398,0.000007939602,0.000006016668,0.99925,0.0000922511,0.0004223527],"genre_scores_gemma":[0.001363991,0.00003255843,0.0003399432,0.00006684558,0.00001028848,0.0001310576,0.9963765,0.0001132677,0.00156555],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1594255,"threshold_uncertainty_score":0.5333313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785312539564729,"score_gpt":0.4335164140961236,"score_spread":0.2549851601396508,"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."}}