{"id":"W7135165726","doi":"","title":"I am a Wicked Problem, too: A systemic design strategy for addressing procrastination and anxiety","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Procrastination; Systemic therapy; Cognitive reframing; Systemic risk; Wicked problem; Critical design; Systems thinking; Industrial design","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":[0.09643426,0.002012952,0.001397982,0.005554574,0.01591224,0.02373069,0.004664155,0.006489471,0.006090136],"category_scores_gemma":[0.08256043,0.001138885,0.00186969,0.002572423,0.08004765,0.02107069,0.02290534,0.01347131,0.00152724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358022,"about_ca_system_score_gemma":0.02092372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551915,"about_ca_topic_score_gemma":0.003158864,"domain_scores_codex":[0.82959,0.1506097,0.00252844,0.006087042,0.008852673,0.002332084],"domain_scores_gemma":[0.9081565,0.06453425,0.004768888,0.009917242,0.007519334,0.005103729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005346505,0.0001700429,0.001944678,0.0006695935,0.00008474156,0.0004046689,0.5239666,0.0007010206,0.001011803,0.4244208,0.008801943,0.03777069],"study_design_scores_gemma":[0.0001488847,0.0003189035,0.0007673714,0.001789582,0.0001112068,0.0007017552,0.2624385,0.003695459,0.001687407,0.5893242,0.13889,0.0001266751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08457008,0.004195234,0.5602692,0.2311254,0.001933314,0.003184472,0.0001327276,0.001095387,0.1134941],"genre_scores_gemma":[0.7449858,0.001720865,0.2174128,0.01866323,0.0002816334,0.004566215,0.0000894613,0.0005223004,0.01175768],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09643426,"threshold_uncertainty_score":0.5099992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756294397734665,"score_gpt":0.370275033801489,"score_spread":0.1946455940280225,"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."}}