{"id":"W2470891582","doi":"10.1111/jade.12099","title":"Collaboration in Visual Culture Learning Communities: Towards a Synergy of Individual and Collective Creative Practice","year":2016,"lang":"en","type":"article","venue":"International Journal of Art & Design Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Eötvös Loránd Tudományegyetem","keywords":"Reinterpretation; Graffiti; Collaborative learning; Sociology; Identity (music); Participant observation; Experiential learning; Pedagogy; Visual arts; Psychology; Aesthetics; Art; Social science","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":[0.002765688,0.00008001082,0.0001400523,0.0004511765,0.0001693919,0.0001473333,0.0002251724,0.00007358416,0.0001933023],"category_scores_gemma":[0.007267285,0.00006426654,0.00002552866,0.0004603722,0.0001964942,0.001759961,0.00002332276,0.0002437335,0.000004497017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452777,"about_ca_system_score_gemma":0.003589374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003488837,"about_ca_topic_score_gemma":0.000125817,"domain_scores_codex":[0.9971036,0.001684877,0.0004028898,0.00007985276,0.0006306399,0.00009809231],"domain_scores_gemma":[0.9935886,0.001307561,0.001101036,0.00003771222,0.003915363,0.00004968829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001121202,0.001387023,0.01290239,0.000009060124,0.0003902831,0.000004432726,0.8494807,0.0002378881,0.002191382,0.02455623,0.01538938,0.09232996],"study_design_scores_gemma":[0.001047701,0.0007216266,0.02264868,0.0004880233,0.0000563174,0.00003832592,0.712612,0.00003228641,0.001540147,0.002832092,0.2578042,0.0001785646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7741414,0.0008756275,0.0471137,0.09232105,0.005144821,0.0008290621,0.0000139409,0.00003724697,0.07952312],"genre_scores_gemma":[0.9899014,0.0005268981,0.005127318,0.0002909531,0.0003527549,0.00001189507,0.000006048073,0.000006854149,0.00377593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2424148,"threshold_uncertainty_score":0.8700144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982394555671781,"score_gpt":0.4428397114570788,"score_spread":0.393015765900361,"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."}}