{"id":"W2808424268","doi":"10.1145/3209635.3209647","title":"Lightweight Strategies for Inclusive Teaching","year":2018,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inclusion (mineral); Outreach; Diversity (politics); Presentation (obstetrics); Key (lock); Computer science; Pedagogy; Mathematics education; Medical education; Psychology; Sociology; Political science; Medicine; Computer security","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":[0.009426796,0.00119693,0.0006132614,0.002928426,0.006447464,0.01048337,0.002896618,0.00364301,0.03374618],"category_scores_gemma":[0.03138429,0.0006056068,0.0008581607,0.001915171,0.00758834,0.01919672,0.02107563,0.00442553,0.01066092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003550322,"about_ca_system_score_gemma":0.003497276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007073471,"about_ca_topic_score_gemma":0.001648435,"domain_scores_codex":[0.9887006,0.006548283,0.0004268337,0.0008596776,0.00261391,0.0008508118],"domain_scores_gemma":[0.9834425,0.007624811,0.001230729,0.003917136,0.001781709,0.002003067],"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":[0.00008609731,0.0002647508,0.001005094,0.0004220201,0.00003028994,0.0001909402,0.0216298,0.0006647893,0.002616022,0.7119934,0.02479192,0.2363049],"study_design_scores_gemma":[0.00004682993,0.0001043454,0.000558392,0.0005897004,0.00003515068,0.0002140444,0.009139262,0.002221958,0.002882904,0.6753088,0.3088605,0.00003804093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03302007,0.002932097,0.5528345,0.03755441,0.001705875,0.0007820016,0.0001141927,0.002984265,0.3680726],"genre_scores_gemma":[0.4681188,0.002393426,0.3869912,0.005785161,0.0006601599,0.002494287,0.0002477933,0.001801732,0.1315075],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03374618,"threshold_uncertainty_score":0.1128922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512798905539259,"score_gpt":0.3033072573729186,"score_spread":0.288179268317526,"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."}}