{"id":"W2489406312","doi":"","title":"Gender Equity in Engineering - Our Own Worst Enemy","year":2011,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Computer science; Economics; Business; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006620832,0.0002391746,0.0004586212,0.0009016349,0.005358635,0.007174874,0.0005271505,0.001949782,0.00762843],"category_scores_gemma":[0.006804179,0.0001411061,0.0002670443,0.00089139,0.0107884,0.006386214,0.004396805,0.003167606,0.0007129017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022848,"about_ca_system_score_gemma":0.003623701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009476363,"about_ca_topic_score_gemma":0.02082548,"domain_scores_codex":[0.9964613,0.001516121,0.00006210886,0.0003077676,0.0008667826,0.0007858843],"domain_scores_gemma":[0.9950111,0.001945011,0.0003900097,0.0003420521,0.0005331782,0.001778717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001222326,0.00008312533,0.04516998,0.0001852557,0.00004221294,0.0003111799,0.03466905,0.000244089,0.000731878,0.5092101,0.1544129,0.254818],"study_design_scores_gemma":[0.00001488106,0.0001177614,0.04168513,0.001144531,0.0000329237,0.0004324284,0.08770741,0.0002458796,0.001257188,0.2874286,0.5798833,0.00005005698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.11599,0.04625732,0.002309218,0.7028089,0.005464775,0.00001009797,0.0001440592,0.00004515067,0.1269705],"genre_scores_gemma":[0.9188417,0.009275303,0.0003979092,0.04772992,0.002571848,0.000008496902,0.00003426558,0.0000790939,0.02106144],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009476363,"threshold_uncertainty_score":0.03501475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641864358766976,"score_gpt":0.2672484602259755,"score_spread":0.2308298166383057,"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."}}