{"id":"W7138247240","doi":"10.21606/iasdr.2025.1008","title":"To Play or Not to Play: Ethnographic Insights into Designers' Role Negotiations in Co-Creation Processes at an Adventure Playground","year":2025,"lang":"","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ryerson University","keywords":"Negotiation; Ethnography; Adventure; Work (physics); Action (physics); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008593383,0.0008314406,0.0005342558,0.002102599,0.01001159,0.00652713,0.001397746,0.00170076,0.00227019],"category_scores_gemma":[0.01128857,0.001008751,0.0004632598,0.001596399,0.01624952,0.006764107,0.005697398,0.0025757,0.0002989313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002489809,"about_ca_system_score_gemma":0.001867224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781773,"about_ca_topic_score_gemma":0.01346055,"domain_scores_codex":[0.9891261,0.008858514,0.0002453065,0.0006082274,0.0004375054,0.0007244848],"domain_scores_gemma":[0.9853265,0.01257921,0.0005363332,0.0005287766,0.0003301228,0.0006989999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002277169,0.00001768256,0.001329528,0.00003635493,0.000002857859,0.0004842509,0.9933659,0.00004251181,0.0006009098,0.001788691,0.0001690183,0.002139379],"study_design_scores_gemma":[0.00001042681,0.00005299581,0.002053137,0.0001382463,0.000009924918,0.0006783244,0.9780955,0.0002821078,0.0007668806,0.001103992,0.01678132,0.00002707381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672417,0.000823362,0.01567937,0.001377544,0.00006418869,0.0001979113,0.00009713495,0.00005994694,0.01445877],"genre_scores_gemma":[0.9923099,0.0004662493,0.003806817,0.0001776873,0.00002243928,0.0001723706,0.00003718834,0.00005356807,0.00295365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001159,"threshold_uncertainty_score":0.04544669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225357153625393,"score_gpt":0.3506088585585942,"score_spread":0.3283552870223403,"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."}}