{"id":"W2185415273","doi":"","title":"The Institutionalisation of Graffiti in Higher Education Institutions: Saudi Innovation","year":2015,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graffiti; Institutionalisation; Sociology; Articulation (sociology); Higher education; Social practice; Public relations; Value (mathematics); Pedagogy; Social science; Political science; Law; Visual arts; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005382285,0.00009244418,0.0001020077,0.0005211126,0.001061867,0.0002310603,0.0003873668,0.00009338502,0.00007727153],"category_scores_gemma":[0.00119564,0.0000648076,0.00002668486,0.005883049,0.0005875626,0.001193415,0.00003270269,0.0003221408,0.00002229477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797654,"about_ca_system_score_gemma":0.004887923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111833,"about_ca_topic_score_gemma":0.0012646,"domain_scores_codex":[0.9977599,0.0003250311,0.0007427404,0.00011515,0.0008288252,0.0002283826],"domain_scores_gemma":[0.9963593,0.000124106,0.0006719913,0.0001833852,0.002614738,0.00004649685],"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":[0.00001863334,0.00006973249,0.004704057,0.000001776413,0.000009942666,2.772812e-7,0.002291471,0.0003507953,0.00008660333,0.9654171,0.01745914,0.00959043],"study_design_scores_gemma":[0.00045281,0.00002344906,0.02406522,0.00003477957,0.000006034512,0.00001099531,0.005007738,0.00004639664,0.00002464539,0.09616989,0.8740667,0.00009133613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6118625,0.0007111491,0.006159697,0.1459226,0.01104815,0.0009335562,0.000007447126,0.0000922144,0.2232627],"genre_scores_gemma":[0.9946738,0.0000544888,0.0003222391,0.001027076,0.001023705,0.00003422571,0.00002543117,0.000006449867,0.002832551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8692473,"threshold_uncertainty_score":0.8670965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839835178613713,"score_gpt":0.3914705575989975,"score_spread":0.2074870397376261,"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."}}