{"id":"W2955944786","doi":"10.1257/rct.2295","title":"Keeping College Options Open: A Field Experiment to Help All High School Seniors Through the College Application Process","year":2017,"lang":"en","type":"dataset","venue":"AEA Randomized Controlled Trials","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Process (computing); Field (mathematics); Mathematics education; Medical education; Computer science; Psychology; Medicine; Operating system; Mathematics","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":[0.01364733,0.000748915,0.0007316132,0.001327342,0.00164017,0.001390668,0.002194844,0.001531984,0.04324397],"category_scores_gemma":[0.0370337,0.0007332569,0.0009229629,0.001713881,0.0008139815,0.002332859,0.00284478,0.002589983,0.02045399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832694,"about_ca_system_score_gemma":0.005159168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004055,"about_ca_topic_score_gemma":0.04264615,"domain_scores_codex":[0.9949957,0.003036515,0.0005565413,0.0005238667,0.0005815395,0.0003058087],"domain_scores_gemma":[0.9643408,0.01853591,0.00256849,0.007880363,0.004319771,0.002354614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003653333,0.002591577,0.01347675,0.001200735,0.0001001406,0.00004905493,0.0011531,0.0004560143,0.0002475447,0.002151199,0.933846,0.04107451],"study_design_scores_gemma":[0.01836732,0.001487276,0.06700964,0.001092766,0.0002344594,0.00008291782,0.003439557,0.002966312,0.001311032,0.004037559,0.8998037,0.0001674994],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0552428,0.0002105507,0.003973645,0.00360144,0.000469619,0.01354395,0.9035616,0.003144917,0.01625145],"genre_scores_gemma":[0.06467289,0.0002466599,0.03544787,0.002568949,0.0001549406,0.09280962,0.7835957,0.001039442,0.01946396],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04324397,"threshold_uncertainty_score":0.1446655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06260783106028149,"score_gpt":0.4759728709744864,"score_spread":0.4133650399142049,"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."}}