{"id":"W4230968376","doi":"10.24908/iqurcp.9015","title":"What Determines Educational Performance?","year":2016,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Gini coefficient; Context (archaeology); Economics; Public economics; Psychological intervention; Educational inequality; Affect (linguistics); Public sector; Econometrics; Economic inequality; Psychology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126038,0.0003226481,0.0005364292,0.001483079,0.0008308779,0.003878459,0.0004638284,0.0008713764,0.01308259],"category_scores_gemma":[0.01091578,0.00009221461,0.0003223621,0.00223862,0.002044771,0.001518041,0.001057088,0.001008107,0.0034989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231605,"about_ca_system_score_gemma":0.001708552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009612643,"about_ca_topic_score_gemma":0.009577756,"domain_scores_codex":[0.9973487,0.00095777,0.0001246518,0.0004103277,0.0004050719,0.0007535244],"domain_scores_gemma":[0.990267,0.003488669,0.002490365,0.0004216855,0.001212066,0.002120268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000170745,0.0004472667,0.7816963,0.0003659195,0.0002754621,0.0003909051,0.002131527,0.001224381,0.0006207164,0.03940889,0.01229534,0.1609726],"study_design_scores_gemma":[0.00001049786,0.0001931278,0.9503661,0.0003068082,0.00008686799,0.0001856207,0.004657604,0.0006401523,0.0005854646,0.02039936,0.02252794,0.00004041968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7111148,0.007094192,0.00346227,0.03800138,0.0005870169,0.00007051226,0.002268725,0.0001045072,0.2372966],"genre_scores_gemma":[0.994093,0.0007186205,0.0002361339,0.0005317985,0.0002001322,0.00001000487,0.0001975262,0.00001245082,0.004000347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308259,"threshold_uncertainty_score":0.04376566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661822352323389,"score_gpt":0.4312378886614412,"score_spread":0.2650556534291024,"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."}}