{"id":"W2287080719","doi":"","title":"Equity Strategies Required in Computer Science Curriculum","year":2005,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Equity (law); Curriculum; Business; Computer science; Economics; Actuarial science; Accounting; Political science; Law; Economic growth","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":[0.003404633,0.0003789195,0.0003597735,0.00131298,0.001770034,0.00525233,0.0008363405,0.001093245,0.01135827],"category_scores_gemma":[0.01608988,0.000372838,0.0002514696,0.0007946865,0.001170137,0.003537363,0.003706711,0.0015288,0.000905415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003029028,"about_ca_system_score_gemma":0.006547498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842263,"about_ca_topic_score_gemma":0.005410504,"domain_scores_codex":[0.9965361,0.0009107847,0.0001889744,0.0004201216,0.001199778,0.0007442244],"domain_scores_gemma":[0.9927925,0.003125597,0.0008935651,0.0004036003,0.001528855,0.001255894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002362367,0.0007958938,0.04834643,0.0002599175,0.00002818559,0.0002231209,0.01352175,0.001578982,0.009894032,0.7681101,0.003828889,0.1531764],"study_design_scores_gemma":[0.00019954,0.001047877,0.1691371,0.0007426506,0.0001611469,0.0005047142,0.05605971,0.01254535,0.03053463,0.6167401,0.1122357,0.00009138457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7145749,0.0004078386,0.02629838,0.003744385,0.0001095806,0.0004336821,0.000138229,0.0001088374,0.2541842],"genre_scores_gemma":[0.9861788,0.00007757306,0.005035198,0.0001955263,0.00001235414,0.0001178557,0.00003598988,0.00001962643,0.008327209],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01135827,"threshold_uncertainty_score":0.03799719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310858806078985,"score_gpt":0.3979885460659436,"score_spread":0.3548799580051537,"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."}}