{"id":"W4280523933","doi":"10.31234/osf.io/vadwx","title":"There must be another way! Girls are disadvantaged when divesting from inaccurate teaching is required","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Disadvantaged; Socialization; Psychology; Mathematics education; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008104263,0.0003743373,0.0008061589,0.0006150623,0.001398635,0.002599784,0.0005972121,0.0008499281,0.01181063],"category_scores_gemma":[0.00321313,0.0002698355,0.0003299683,0.0004236076,0.001743413,0.001954941,0.001550065,0.001488389,0.002413735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558285,"about_ca_system_score_gemma":0.0006258702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914102,"about_ca_topic_score_gemma":0.008676481,"domain_scores_codex":[0.9993411,0.00008309443,0.00002800518,0.0001526077,0.0001801443,0.0002151262],"domain_scores_gemma":[0.9978272,0.0003056197,0.0007053161,0.000214323,0.0002492322,0.00069826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008004275,0.000993171,0.6399786,0.0003555671,0.0001659311,0.009243641,0.06213975,0.0001155865,0.07943081,0.007972789,0.01187873,0.186925],"study_design_scores_gemma":[0.00006659492,0.001577025,0.812465,0.0005439268,0.000192566,0.0127418,0.07447617,0.0001728058,0.01768764,0.008997834,0.07093786,0.0001407064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876009,0.0006727332,0.0006101728,0.002930086,0.0001279026,0.00001167158,0.0002686313,0.00005701139,0.007721074],"genre_scores_gemma":[0.9873001,0.0007650216,0.001441854,0.0006617617,0.00003444729,0.00002250312,0.0001591826,0.00009680182,0.009518389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181063,"threshold_uncertainty_score":0.03951049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09509176558282124,"score_gpt":0.3739040276957564,"score_spread":0.2788122621129351,"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."}}