{"id":"W4398216447","doi":"10.26522/brocked.v33i2.1011","title":"Results of an action research to support the cultural competence of teachers and artists with aesthetic education","year":2024,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Competence (human resources); Action (physics); Action research; Aesthetics; Visual arts; Psychology; Pedagogy; Art; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004108996,0.00006806286,0.00007492009,0.0002052066,0.0003416149,0.0002371137,0.0001114086,0.00001677649,0.000242795],"category_scores_gemma":[0.00006299133,0.00004160432,0.00001855061,0.0001161293,0.0001591569,0.0003444546,0.00001405043,0.0001935354,0.00002156513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007338302,"about_ca_system_score_gemma":0.002140946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009799957,"about_ca_topic_score_gemma":0.0002538412,"domain_scores_codex":[0.9990625,0.0001177027,0.00028363,0.0001262066,0.0002954361,0.0001145578],"domain_scores_gemma":[0.9989278,0.00004170844,0.0000980344,0.000120284,0.0006707767,0.000141368],"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":[0.0001144423,0.000488031,0.0003298316,0.00006726913,0.00002232611,3.831626e-7,0.3801138,0.00001309961,0.0006055965,0.02370083,0.2562708,0.3382736],"study_design_scores_gemma":[0.0001446506,0.000507428,0.01092296,0.0002924323,0.00001823389,0.0003423578,0.2632324,0.00001204889,0.0006496498,0.00208993,0.7216755,0.0001124813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803027,0.000241063,0.00001884337,0.007808574,0.00110559,0.0002061607,0.000003983686,0.0000122455,0.01030085],"genre_scores_gemma":[0.9794396,0.00004171536,0.000578312,0.0001619782,0.0003673894,0.0000223634,0.00001445927,0.00000797597,0.01936619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4654047,"threshold_uncertainty_score":0.3797946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08872867298284548,"score_gpt":0.3876446310368101,"score_spread":0.2989159580539646,"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."}}