{"id":"W4284694760","doi":"10.15402/esj.v8i2.70757","title":"The arts in individual transformation: examples from the recycling social movement in São Paulo, Brazil","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transformative learning; The arts; Agency (philosophy); Sociology; Construct (python library); Social transformation; Empowerment; Movement (music); Process (computing); Psychology; Visual arts; Pedagogy; Epistemology; Cognitive science; Social change; Aesthetics; Social science; Political science; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.944899,0.0001972299,0.0003002724,0.0004834516,0.6686267,0.002292084,0.001886147,0.0001227723,0.0001455195],"category_scores_gemma":[0.5885552,0.0001513422,0.0001094822,0.001049592,0.0006243077,0.0009740076,0.0008477857,0.6360543,0.000004761665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779993,"about_ca_system_score_gemma":0.0005942232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009246835,"about_ca_topic_score_gemma":0.01357949,"domain_scores_codex":[0.08520705,0.9098138,0.0006768277,0.0002245158,0.002845481,0.00123233],"domain_scores_gemma":[0.5972699,0.4018798,0.0001754126,0.0002934979,0.0001303493,0.0002509777],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001136933,0.0001372434,0.007799509,0.000005733625,0.00004034872,0.00002520297,0.904258,0.0005932876,0.0009589063,0.00026654,0.0002344954,0.08556712],"study_design_scores_gemma":[0.0008229768,0.0001483809,0.0634093,0.00007093092,0.000006405113,0.000003887909,0.8630775,0.0003058203,0.00001943087,0.002155687,0.0698321,0.0001476063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902882,0.001336749,0.000212276,0.00572807,0.000176857,0.000462597,0.000007428404,0.00004788635,0.001739923],"genre_scores_gemma":[0.9980261,0.0004998629,0.0004496386,0.0002763483,0.0003366572,0.0001165956,0.00001170768,0.00003272102,0.0002503713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6680024,"threshold_uncertainty_score":0.9987437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6540015926357837,"score_gpt":0.5939913219839453,"score_spread":0.06001027065183839,"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."}}