{"id":"W3122437351","doi":"10.2139/ssrn.3164040","title":"Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Exploit; Endogeneity; Panel data; Social network (sociolinguistics); Computer science; Econometrics; Propensity score matching; Test (biology); Economics; Statistics; Social media; Computer security; 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":[0.006500909,0.0008724208,0.00142129,0.001727933,0.001528819,0.003928104,0.001767107,0.002262867,0.01462418],"category_scores_gemma":[0.01833111,0.0008964314,0.001593581,0.001277181,0.002775585,0.003059922,0.001998809,0.001190506,0.001174969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827454,"about_ca_system_score_gemma":0.001376737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101544,"about_ca_topic_score_gemma":0.007282342,"domain_scores_codex":[0.996824,0.001834065,0.0000793879,0.0005164704,0.0001801201,0.0005658945],"domain_scores_gemma":[0.9799242,0.01414337,0.002544455,0.001543609,0.0005953856,0.001248921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004995529,0.003582498,0.4191005,0.0003230121,0.001839052,0.000693708,0.006198595,0.09535782,0.004912962,0.4026124,0.00282395,0.05756006],"study_design_scores_gemma":[0.001308701,0.0008996162,0.2951395,0.00005989962,0.0007671244,0.0003206476,0.002520712,0.2102039,0.0005780029,0.4855856,0.002473064,0.0001432915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636528,0.0003370889,0.02431401,0.001058456,0.00002257911,0.00007212222,0.0001940245,0.0000711532,0.01027779],"genre_scores_gemma":[0.9969367,0.0001137616,0.001588547,0.00004001267,0.00001371751,0.00005029892,0.00007607866,0.00001247985,0.001168457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462418,"threshold_uncertainty_score":0.04892278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04806379623576122,"score_gpt":0.3615367050279669,"score_spread":0.3134729087922057,"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."}}