{"id":"W2169834264","doi":"","title":"“Without Emotion, There Is Nothing Left But Burden”: Teaching Mathematics Through Heathcote's Improvisational Drama","year":2011,"lang":"en","type":"article","venue":"Proceedings of Bridges 2011: Mathematics, Music, Art, Architecture, Culture","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Improvisation; Drama; Nothing; Curriculum; Psychology; Mathematics education; Art; Pedagogy; Literature; Visual arts; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002936269,0.0005505244,0.0007582948,0.0001874111,0.001206001,0.0004210962,0.0009874491,0.0004074998,0.002332105],"category_scores_gemma":[0.002066191,0.0004547813,0.0003359229,0.0001753031,0.0006022361,0.00139512,0.000179173,0.001007496,0.0001701075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028773,"about_ca_system_score_gemma":0.0002083627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078711,"about_ca_topic_score_gemma":0.00007769307,"domain_scores_codex":[0.9962421,0.0001135991,0.001038226,0.0006854987,0.001202165,0.0007184196],"domain_scores_gemma":[0.9965209,0.0004409202,0.001494961,0.0003569333,0.0009270213,0.0002592586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002276207,0.0004932215,0.000895015,0.0009420468,0.000159456,9.537932e-7,0.8753283,0.000003676749,0.004379834,0.09824064,0.01633875,0.003195322],"study_design_scores_gemma":[0.0008230416,0.0002681186,0.001024568,0.001088792,0.0004914951,0.0001277306,0.3477959,0.0004855959,0.01297685,0.4134391,0.2199587,0.001520163],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.4577704,0.0007490124,0.03708059,0.01009238,0.001170109,0.002271896,0.0001134456,0.0006430088,0.4901091],"genre_scores_gemma":[0.1785532,0.0002761252,0.7982672,0.001422191,0.002194294,0.00005862664,0.00001972753,0.0001411196,0.01906753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7611866,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06406776123914452,"score_gpt":0.3310225597435597,"score_spread":0.2669547985044152,"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."}}