{"id":"W3029159095","doi":"10.2139/ssrn.3049991","title":"High Performing Peers and Female STEM Choices in School","year":2017,"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":"Simon Fraser University","funders":"","keywords":"Psychology; Developmental psychology; Social psychology","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":[0.0008988672,0.0003507717,0.0006138766,0.002062434,0.00191457,0.002858576,0.0006591663,0.001571149,0.009465475],"category_scores_gemma":[0.003814566,0.0004032124,0.000497432,0.001565667,0.001007255,0.001086075,0.001430965,0.001447623,0.001682039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008391665,"about_ca_system_score_gemma":0.0008503343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01978395,"about_ca_topic_score_gemma":0.03320527,"domain_scores_codex":[0.998762,0.0002578919,0.00007150597,0.0001401538,0.0002214257,0.0005469197],"domain_scores_gemma":[0.9941427,0.0007328236,0.001409056,0.0001507689,0.0004195741,0.003145052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240514,0.0005949316,0.995353,0.000007182516,0.00002452852,0.0001474376,0.0009164911,0.00004257938,0.0002334568,0.0002324355,0.0002642207,0.001943275],"study_design_scores_gemma":[0.000008871147,0.0002137516,0.9939163,0.00000960029,0.00001542052,0.00007828555,0.004930475,0.0001191808,0.0001210844,0.0002046304,0.0003733741,0.000008993986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986442,0.00006583352,0.000007807019,0.0000924215,0.000005432058,0.000002631972,0.0000644468,0.000002058437,0.001115116],"genre_scores_gemma":[0.998928,0.00002894784,0.00000866335,0.00001561518,0.000006940304,0.000002074209,0.00006917114,0.000002144366,0.0009383849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978395,"threshold_uncertainty_score":0.03933758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198505133163153,"score_gpt":0.3053005888028132,"score_spread":0.2854500754864979,"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."}}