{"id":"W3042865779","doi":"10.2139/ssrn.4114340","title":"Education Transmission and Network Formation","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Transmission (telecommunications); Computer science; Telecommunications","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":[0.001555443,0.0001453945,0.0002593555,0.001615382,0.00105349,0.00251738,0.0004443605,0.0007520065,0.0275415],"category_scores_gemma":[0.01485979,0.000231212,0.0002010358,0.001323538,0.001215753,0.003275661,0.001433086,0.0006739325,0.00116801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320643,"about_ca_system_score_gemma":0.0005977862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005688863,"about_ca_topic_score_gemma":0.006138372,"domain_scores_codex":[0.9993814,0.0002948217,0.00002346365,0.00009517836,0.00007480345,0.0001302921],"domain_scores_gemma":[0.9867581,0.008316827,0.002406568,0.0007042688,0.0007073739,0.001106744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004310386,0.0005109821,0.1103327,0.0001136303,0.00009413719,0.0003543669,0.005960681,0.01888013,0.001448158,0.7930006,0.00574193,0.06313166],"study_design_scores_gemma":[0.0001646786,0.0002885528,0.1688523,0.0001472752,0.0001601244,0.0004639419,0.01449458,0.07530097,0.00186805,0.7114449,0.0267591,0.00005564147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864941,0.0003197244,0.01368482,0.0028434,0.00004078624,0.00005000763,0.000348541,0.00005545278,0.09616315],"genre_scores_gemma":[0.9932541,0.00008883404,0.0004063992,0.00002263323,0.0000151704,0.000007614434,0.00003760522,0.000004036751,0.006163564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0275415,"threshold_uncertainty_score":0.09213543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008255220027783183,"score_gpt":0.2795782582447934,"score_spread":0.2713230382170102,"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."}}