{"id":"W4403857933","doi":"10.1130/abs/2024am-404276","title":"THE IMPACTS OF STEREOTYPE THREAT ON UNDERGRADUATE STUDENTS IN GEOLOGICAL SCIENCES AND ENGINEERING","year":2024,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Stereotype threat; Stereotype (UML); Computer science; Engineering ethics; Psychology; Engineering; Cognitive psychology; Software engineering","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":[0.004005468,0.0002695478,0.0003554951,0.001381131,0.004969684,0.003453765,0.0007724057,0.001725629,0.01474698],"category_scores_gemma":[0.02908334,0.0002661399,0.0006337165,0.0009520887,0.002033513,0.001442075,0.004197906,0.002903237,0.001071177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377596,"about_ca_system_score_gemma":0.003475929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02674711,"about_ca_topic_score_gemma":0.03646533,"domain_scores_codex":[0.9955005,0.001891575,0.0001325639,0.000198247,0.001119021,0.001158184],"domain_scores_gemma":[0.9655082,0.01131481,0.006885174,0.001519249,0.003642328,0.01113024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001655852,0.004397302,0.9144636,0.00005382923,0.00009145018,0.0005869231,0.02365942,0.0004457179,0.00116145,0.006478858,0.005295753,0.04170978],"study_design_scores_gemma":[0.0001007485,0.0007022964,0.8966368,0.00009560481,0.00004653571,0.0002191281,0.09331165,0.0008214911,0.000570376,0.002665599,0.00478489,0.00004484199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861317,0.00006238445,0.0000416597,0.001753714,0.0000446175,0.00001421275,0.00005830562,0.000004543786,0.01188886],"genre_scores_gemma":[0.9986507,0.00005146263,0.00002563925,0.0002848624,0.00001560042,0.000006714281,0.00002827486,0.000002768001,0.0009339796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02674711,"threshold_uncertainty_score":0.05318284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292286928752943,"score_gpt":0.2942335461180067,"score_spread":0.2650048532427124,"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."}}