{"id":"W1484573153","doi":"10.1080/00393541.2012.11518859","title":"Learning and Teaching Art through Social Media","year":2012,"lang":"en","type":"article","venue":"Studies in Art Education","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Conceptualization; Social media; Dynamics (music); Citizen journalism; Sociology; Social learning; Identity (music); Reciprocal; Psychology; Aesthetics; Pedagogy; Art; Computer science; Linguistics","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":[0.0003030236,0.00008561247,0.0001101012,0.00005950845,0.0006545125,0.00003438593,0.00002958723,0.00001795577,0.0003892077],"category_scores_gemma":[0.0002367996,0.00007784351,0.00001550608,0.00001595968,0.0001687941,0.0003197897,0.00004326097,0.0001471072,0.0002926424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008233917,"about_ca_system_score_gemma":0.00005396888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005471719,"about_ca_topic_score_gemma":0.0001329004,"domain_scores_codex":[0.9994025,0.00006189318,0.0001600852,0.0001035999,0.00009332884,0.0001785793],"domain_scores_gemma":[0.9997067,0.0001224141,0.00005517306,0.00003759384,0.00004995181,0.00002810208],"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":[0.000001589817,0.00008473156,0.005591698,0.00001516072,0.0000117892,2.731709e-8,0.6475098,5.26962e-8,0.000001202589,0.2123218,0.127425,0.007037186],"study_design_scores_gemma":[0.00005216379,0.000004777738,0.003885442,0.00002045195,0.000005118854,7.484655e-7,0.2737627,3.602769e-7,0.000003028661,0.002711209,0.7194775,0.00007650646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2393439,0.001883854,0.000007185195,0.003799888,0.006393352,0.0001371903,7.775249e-7,0.0000602328,0.7483736],"genre_scores_gemma":[0.958719,0.0001877411,0.0004540706,0.0005137397,0.002100315,0.00006135648,0.00002099085,0.000009125672,0.03793364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7193751,"threshold_uncertainty_score":0.5034047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683356429373421,"score_gpt":0.3612929914679451,"score_spread":0.2844594271742109,"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."}}