{"id":"W7009817605","doi":"","title":"ERIC ED478803: University Applicant Survey, 2002.","year":2003,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Equity (law); The Internet; Population; Quality (philosophy); Distance education; University education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750274,0.0005042483,0.0004328158,0.002073304,0.000859147,0.001087267,0.0009391172,0.0005665608,0.06724054],"category_scores_gemma":[0.005286923,0.0004576001,0.0001376562,0.005704412,0.0001642008,0.0006345961,0.000635105,0.0004140637,0.05302352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004979027,"about_ca_system_score_gemma":0.006742594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5434155,"about_ca_topic_score_gemma":0.643041,"domain_scores_codex":[0.9989092,0.0001622359,0.0001760001,0.0001152184,0.000442288,0.0001950323],"domain_scores_gemma":[0.9941631,0.0004684249,0.0006438782,0.0002566905,0.003740333,0.0007276441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006968604,0.00005577462,0.0198141,0.000142871,0.000004108676,0.00003142266,0.0001755059,0.00002993537,0.0001296819,0.0001127661,0.9635026,0.01593155],"study_design_scores_gemma":[0.0001114469,0.00007181118,0.3951829,0.0001646583,0.000009832856,0.00004191438,0.0006027929,0.0002139727,0.0001899704,0.00005436994,0.6033336,0.00002270702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01488498,0.000339073,0.0003515975,0.001485024,0.00022983,0.001107966,0.9354468,0.0004000399,0.04575468],"genre_scores_gemma":[0.04017913,0.001626685,0.001604103,0.002496713,0.000211896,0.00259045,0.6579136,0.0002056906,0.2931717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5434155,"threshold_uncertainty_score":0.9185467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008105437167661895,"score_gpt":0.1766689080096785,"score_spread":0.1685634708420166,"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."}}