{"id":"W4401994396","doi":"10.15353/joci.v20i1.5566","title":"Citizen Art: A Creative Mural Project for Community Building","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mural; Visual arts; Architectural engineering; Art; Engineering; Painting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00474893,0.0006136114,0.0002614514,0.0008158397,0.00734889,0.004092716,0.002027753,0.001946543,0.009448019],"category_scores_gemma":[0.005583429,0.0003171899,0.0005856382,0.0004460517,0.004388518,0.002752287,0.01081827,0.001908471,0.001418564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154128,"about_ca_system_score_gemma":0.002583443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200231,"about_ca_topic_score_gemma":0.00802342,"domain_scores_codex":[0.9958527,0.00271799,0.0000516023,0.0003104538,0.0004751318,0.000592148],"domain_scores_gemma":[0.9961946,0.001044937,0.0001595373,0.0005428608,0.0002540603,0.001804044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001843161,0.006847203,0.01796936,0.001395018,0.000108313,0.007867872,0.3971141,0.002473477,0.02009245,0.06067934,0.08023112,0.4033787],"study_design_scores_gemma":[0.0005227072,0.003009417,0.01452016,0.0005097766,0.00005847492,0.003329409,0.2532511,0.006393724,0.008565226,0.01915471,0.6905246,0.0001607926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7969625,0.0006450094,0.04118649,0.006161085,0.000704008,0.002750299,0.0004151617,0.001683815,0.1494916],"genre_scores_gemma":[0.8947074,0.0003091524,0.0612371,0.0009254412,0.0001583334,0.001462549,0.0003337498,0.0003312053,0.04053491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009448019,"threshold_uncertainty_score":0.03160679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223881711587173,"score_gpt":0.3763183900544444,"score_spread":0.2539302188957271,"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."}}