{"id":"W4406394738","doi":"10.7202/1115466ar","title":"Pathways to Transformative Learning: Disrupting Hierarchies of Gender, Class, and Race through Creative Expression and Artistic Imaginings","year":2024,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Transformative learning; Race (biology); Expression (computer science); Class (philosophy); Gender studies; Sociology; Aesthetics; Psychology; Art; Developmental psychology; Epistemology; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.000423343,0.000089058,0.0001184014,0.00008590176,0.0003732867,0.0002177489,0.00006776294,0.00003182215,0.00002012369],"category_scores_gemma":[0.0002381035,0.0000753352,0.00002677375,0.00005583704,0.0001364537,0.0004441386,0.00003489226,0.0001306276,5.877612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283672,"about_ca_system_score_gemma":0.0001623679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003629291,"about_ca_topic_score_gemma":0.00002429982,"domain_scores_codex":[0.9992098,0.00006208877,0.0002087037,0.0001392742,0.0002551976,0.0001249008],"domain_scores_gemma":[0.9993785,0.0002688145,0.00008566058,0.00001771839,0.0001647257,0.00008458427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009879442,0.00004021632,0.01425199,0.00007962131,0.0001208913,0.000006601551,0.7562053,0.000004105473,0.001135446,0.03181225,0.0003535089,0.1958913],"study_design_scores_gemma":[0.001793415,0.0003535983,0.07600414,0.002971557,0.0001074168,0.0001016328,0.2977688,0.001257344,0.01592235,0.06799098,0.5348434,0.0008852669],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660011,0.0005325127,0.02810833,0.001348079,0.0002844374,0.0001579604,0.00001194452,0.00002118206,0.003534463],"genre_scores_gemma":[0.9908732,0.0005831091,0.00663589,0.00003295767,0.0001315882,0.00001879227,0.000006726875,0.00000593153,0.001711777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.53449,"threshold_uncertainty_score":0.307208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065808940531705,"score_gpt":0.3612744747909921,"score_spread":0.320616385385675,"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."}}