{"id":"W2949637071","doi":"","title":"Into another \"semiotic landscape\": Evaluating models of multimodal literacy curricula for canadian art and design university students","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Curriculum; Multimodality; Semiotics; Context (archaeology); Literacy; Pedagogy; Sociology; Meaning (existential); The arts; Mathematics education; Visual arts; Liberal arts education; Composition (language); Higher education; Linguistics; Psychology; Art; Geography; Political science; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009855529,0.0002014476,0.0003014908,0.0008515196,0.0020347,0.0003688704,0.001021968,0.0001297215,0.00001085868],"category_scores_gemma":[0.00004952941,0.0002337357,0.00009805355,0.0003264371,0.0004039797,0.002163861,0.0001622853,0.000304837,0.000008869014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670224,"about_ca_system_score_gemma":0.0008942331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03609948,"about_ca_topic_score_gemma":0.008806231,"domain_scores_codex":[0.997618,0.0006785411,0.00016915,0.0005168087,0.0004976718,0.0005198375],"domain_scores_gemma":[0.9978434,0.0003014519,0.0001394744,0.0003225828,0.0009990386,0.000394071],"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":[0.001119894,0.0004439798,0.003478396,0.00009753289,0.000169675,0.0001965554,0.1732183,0.0003372838,0.0002274838,0.8107699,0.005118202,0.004822769],"study_design_scores_gemma":[0.0138932,0.003731203,0.009413543,0.00123931,0.0005953316,0.000027255,0.3920178,0.0484382,0.0006365537,0.003867816,0.5241435,0.001996326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7376442,0.0001051776,0.001267171,0.000575529,0.0002964071,0.001676824,0.00006076471,0.00004406407,0.2583299],"genre_scores_gemma":[0.8930829,0.0000738883,0.0019027,0.00004564746,0.0001279933,3.196749e-7,0.00004134957,0.0000141822,0.1047111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8069021,"threshold_uncertainty_score":0.9992645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047494397286962,"score_gpt":0.3433841974805829,"score_spread":0.2386347577518866,"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."}}