{"id":"W7079859918","doi":"10.26108/k0vm-wa77","title":"The role of stereotype vulnerability and belongingness on university students' commitment to their academic major","year":2019,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Belongingness; Vulnerability (computing); Counterintuitive; Stereotype threat; Stereotype (UML); Persistence (discontinuity)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551931,0.0001088033,0.0001376824,0.00003006013,0.0001691961,0.00002765185,0.001177599,0.00008305479,0.00001211541],"category_scores_gemma":[0.00004879029,0.0000783018,0.00003144847,0.0001860561,0.00005523255,0.00009891228,0.0006720353,0.0002550227,0.00003362254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000357668,"about_ca_system_score_gemma":0.00002425098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000332965,"about_ca_topic_score_gemma":0.000006647228,"domain_scores_codex":[0.9990644,0.00009416052,0.0001284787,0.000306105,0.0001860694,0.0002207486],"domain_scores_gemma":[0.9989672,0.0002875004,0.00007038408,0.0005314132,0.00005544847,0.00008810512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001497099,0.0001637807,0.7715613,0.00007181599,0.0001158824,0.000006030059,0.005952226,0.0004450122,0.006445032,0.09119698,0.0007305205,0.1231617],"study_design_scores_gemma":[0.001214914,0.000476644,0.5721448,0.0001177177,0.00002016458,0.000009892013,0.002851184,0.002628284,0.04438868,0.02548384,0.3501266,0.0005372778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918202,0.0001262473,0.0002569896,0.003352561,0.0001132363,0.0002748867,0.000003886086,0.00003431899,0.00401766],"genre_scores_gemma":[0.9983623,0.00002595609,0.0001475072,0.0002217503,0.00001682616,0.000002399811,8.117097e-7,0.000001652074,0.001220778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493961,"threshold_uncertainty_score":0.3193055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008418545590539048,"score_gpt":0.2298798732129426,"score_spread":0.2214613276224036,"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."}}