{"id":"W34247906","doi":"10.1386/adch.3.2.75/0","title":"Textual and visual interfaces in art and design education","year":2004,"lang":"en","type":"article","venue":"Art Design & Communication in Higher Education","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art design; Art and design; Quarter (Canadian coin); Visual arts education; Space (punctuation); Visual arts; Art methodology; Contemporary art; Academic writing; Aesthetics; Sociology; Engineering ethics; Art; Computer science; Engineering; Pedagogy; History; Art history; Performance art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006333233,0.0004907098,0.0003034272,0.003691387,0.002395846,0.01687648,0.001025637,0.002080371,0.01291829],"category_scores_gemma":[0.01766692,0.0002315554,0.0002883204,0.002615676,0.01352673,0.01119985,0.00431333,0.001906338,0.001213812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011544,"about_ca_system_score_gemma":0.001579818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047445,"about_ca_topic_score_gemma":0.001149246,"domain_scores_codex":[0.9936385,0.00491395,0.0002541604,0.0002612616,0.0007282002,0.0002038813],"domain_scores_gemma":[0.981398,0.01589023,0.0008125873,0.0008091769,0.0007298546,0.000360087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006674517,0.00006476892,0.0009396805,0.000705979,0.00001027733,0.0002424709,0.09092865,0.0005947735,0.001908752,0.7993916,0.005887609,0.09925869],"study_design_scores_gemma":[0.0000443717,0.00009896317,0.002149745,0.001622112,0.00002199999,0.0006750161,0.1023981,0.003786824,0.003934665,0.5562838,0.3289372,0.00004735597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1190445,0.02576271,0.163203,0.03054239,0.001298166,0.0001598159,0.0002352231,0.0007296756,0.6590245],"genre_scores_gemma":[0.9269317,0.004975652,0.02374827,0.001382328,0.0004410064,0.0001301255,0.0001208027,0.0002269392,0.04204313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01687648,"threshold_uncertainty_score":0.04321599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609794189401571,"score_gpt":0.3278863350119512,"score_spread":0.2669069160717941,"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."}}