{"id":"W2182186668","doi":"","title":"AC 2011-592: ENHANCING THE INTEREST, PARTICIPATION, AND RE- TENTION OF UNDERREPRESENTED STUDENTS IN ENGINEERING THROUGH A SUMMER ENGINEERING INSTITUTE","year":2011,"lang":"en","type":"article","venue":"2011 ASEE Annual Conference & Exposition","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering education; Disadvantaged; General partnership; Engineering; TRIPS architecture; Medical education; Engineering management; Political science; Medicine; Transport engineering","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":[0.003135331,0.0003446241,0.0002305969,0.0007324042,0.004254632,0.002953231,0.00126049,0.0009781455,0.02766434],"category_scores_gemma":[0.0038767,0.0001985966,0.0002888696,0.0005273892,0.0005725376,0.0009887174,0.00357028,0.001201218,0.006589314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658835,"about_ca_system_score_gemma":0.01074784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008227577,"about_ca_topic_score_gemma":0.03899232,"domain_scores_codex":[0.998413,0.0003559786,0.00002974892,0.0001181254,0.0004334083,0.0006498423],"domain_scores_gemma":[0.9913012,0.0002927935,0.0002224153,0.0002968478,0.001137627,0.006749078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001051272,0.01485607,0.06575993,0.0002661291,0.00002641051,0.0004848958,0.01653286,0.0004530549,0.01110927,0.003564056,0.2286134,0.6572828],"study_design_scores_gemma":[0.0003861321,0.005243092,0.308456,0.0003262131,0.0000648541,0.0005219131,0.04283578,0.002151546,0.009505414,0.004064969,0.6263603,0.00008367895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491974,0.0003943959,0.002777767,0.01365908,0.001274511,0.0006194451,0.0005786992,0.0007953393,0.1307034],"genre_scores_gemma":[0.8482411,0.0004939403,0.009209211,0.005267395,0.0005501607,0.000958846,0.001023144,0.0002027322,0.1340534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02766434,"threshold_uncertainty_score":0.0925464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08619069805203651,"score_gpt":0.3168680298294523,"score_spread":0.2306773317774158,"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."}}