{"id":"W7135160570","doi":"","title":"I Spy with My Little Eye: The power of visual facilitation in participatory processes","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sketch; Citizen journalism; Visualization; Multidisciplinary approach; Participatory planning; Participatory design; Visual research; Visual thinking; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00953692,0.0007801853,0.0005808876,0.001895283,0.009514842,0.007289913,0.002208508,0.004036561,0.003949603],"category_scores_gemma":[0.03840835,0.0007434092,0.0006975553,0.001040625,0.02513415,0.006804902,0.009370008,0.005038762,0.0009608352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893828,"about_ca_system_score_gemma":0.001749245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071302,"about_ca_topic_score_gemma":0.004178189,"domain_scores_codex":[0.9870284,0.009987758,0.0001953757,0.0009042945,0.001206332,0.0006779623],"domain_scores_gemma":[0.9677329,0.02716916,0.00158214,0.001645547,0.001001559,0.0008686957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006525691,0.00003146819,0.001580983,0.0002180552,0.00001403786,0.001726467,0.9753949,0.0002265165,0.002748639,0.007873739,0.002084665,0.008035258],"study_design_scores_gemma":[0.00007711403,0.0003226054,0.006131008,0.0008257296,0.00005997805,0.00416723,0.8064945,0.001948367,0.004844373,0.01975616,0.155186,0.0001869677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293693,0.002024261,0.04577497,0.01324098,0.0003473391,0.0003180449,0.0001099867,0.0004100508,0.108405],"genre_scores_gemma":[0.9824336,0.0004576425,0.00786595,0.0006226485,0.0001049584,0.0001270223,0.00002640885,0.0001746866,0.008187211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00953692,"threshold_uncertainty_score":0.05043668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08534047573626728,"score_gpt":0.3469882419867047,"score_spread":0.2616477662504374,"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."}}