{"id":"W4398502958","doi":"10.7910/dvn/eu4nks","title":"Replication Data for: \"Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement\"","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"School Choice and Performance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Replication (statistics); Psychology; Computer science; Biology; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001956348,0.0001887718,0.0003279771,0.0001269175,0.0003580554,0.0001100042,0.001279425,0.0002258587,0.0002503314],"category_scores_gemma":[0.001427438,0.0002021106,0.00002882937,0.0001789554,0.0001319682,0.001662508,0.001297792,0.0003799798,0.001750921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005865008,"about_ca_system_score_gemma":0.0002215117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009437403,"about_ca_topic_score_gemma":0.006540342,"domain_scores_codex":[0.9978803,0.0001726183,0.0004047122,0.0008382795,0.0004696644,0.0002344247],"domain_scores_gemma":[0.997251,0.0005214332,0.000389523,0.001654935,0.00008557053,0.00009755327],"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":[0.00009831566,0.00004269866,0.00007163167,0.00005361826,0.00006997352,6.586848e-7,0.0008043473,0.000003199973,0.0004477469,0.00001449707,0.9980279,0.0003654362],"study_design_scores_gemma":[0.0003287341,0.00005700091,0.0002248486,0.0001640035,0.0003484866,2.308894e-7,0.001243708,0.004381004,0.000009568181,0.0003387343,0.9926925,0.0002111949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006387146,0.000009147529,0.0001320029,0.0001259297,0.0001972392,0.0008708787,0.9922285,0.00004427425,0.000004901738],"genre_scores_gemma":[0.000192676,0.002361868,0.000608071,0.0001038147,0.000494616,0.00007965686,0.995821,0.00001765282,0.0003206299],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00619447,"threshold_uncertainty_score":0.9990264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613401525027787,"score_gpt":0.4005643613458202,"score_spread":0.2392242088430415,"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."}}