{"id":"W2796511572","doi":"10.1080/10632921.2018.1450315","title":"Public Art as a Tool for Environmental Outreach: Insights on the Challenges of Implementation","year":2018,"lang":"en","type":"article","venue":"The Journal of Arts Management Law and Society","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Outreach; Realm; Public art; Public relations; Sociology; Political science; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0005272045,0.00007263265,0.00008454365,0.00001791976,0.0005154494,0.00005579793,0.0001069208,0.00001078076,0.0005178314],"category_scores_gemma":[0.000002274845,0.00003718556,0.00007827687,0.000008389497,0.0002706389,0.000134752,0.00003938211,0.00004611029,0.00001534432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002256644,"about_ca_system_score_gemma":0.00001048562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002146137,"about_ca_topic_score_gemma":0.00003241453,"domain_scores_codex":[0.9994065,0.00003553303,0.0002226336,0.00005634472,0.0001852318,0.00009379343],"domain_scores_gemma":[0.9995604,0.00007873307,0.0001984181,0.00009675806,0.00004234903,0.00002340626],"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":[0.00001761535,0.00007463681,0.000006392703,0.0000121861,0.0001676505,9.340028e-8,0.07815471,1.387577e-7,0.000008426901,0.8800139,0.0384087,0.003135597],"study_design_scores_gemma":[0.0003703684,0.0002925845,0.0005590835,0.00001578527,0.00005957974,0.00000148676,0.09594944,0.000005734765,0.0001488324,0.01561433,0.8869264,0.00005640368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.341491,0.0005916415,0.0002017395,0.04416439,0.0008208088,0.0009840328,0.00001218787,0.00001520486,0.611719],"genre_scores_gemma":[0.9911585,0.0007643087,0.00008846723,0.003790559,0.0002737688,0.000009444392,0.000002380925,0.000005919368,0.00390661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8643996,"threshold_uncertainty_score":0.5669891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282519211100788,"score_gpt":0.2686710330861774,"score_spread":0.1958458409751695,"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."}}