{"id":"W4399713315","doi":"10.21606/drs.2024.627","title":"Exploring the role of design for organizational learning in community interactions","year":2024,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Knowledge management; Computer science; Human–computer interaction","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":[0.01678956,0.0007355511,0.0004409846,0.001442593,0.0041587,0.01351102,0.002067656,0.002942347,0.007615634],"category_scores_gemma":[0.03024725,0.0007472261,0.001034989,0.0009193048,0.0195393,0.0126573,0.008066077,0.002418339,0.0007954031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477591,"about_ca_system_score_gemma":0.00390215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462068,"about_ca_topic_score_gemma":0.00197208,"domain_scores_codex":[0.9795583,0.01757329,0.0003468066,0.0008248238,0.0009770428,0.0007197498],"domain_scores_gemma":[0.9471673,0.0451837,0.001605583,0.003790625,0.001223506,0.001029243],"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":[0.000206018,0.000518141,0.009294091,0.001466213,0.00007282281,0.0005938297,0.2023637,0.008116468,0.004316778,0.670599,0.001476558,0.1009764],"study_design_scores_gemma":[0.0002533521,0.00092461,0.004435479,0.001496328,0.0001470322,0.001125966,0.09671662,0.02719188,0.005561446,0.6838032,0.1782121,0.0001318817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.267098,0.001842559,0.5781559,0.01210168,0.0002612672,0.0005813347,0.00006404846,0.0004328901,0.1394623],"genre_scores_gemma":[0.8935888,0.0004929703,0.1000072,0.0004459331,0.00002768367,0.000406677,0.00003243795,0.00009580043,0.004902408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01678956,"threshold_uncertainty_score":0.08879274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07912932683251743,"score_gpt":0.2568648248179098,"score_spread":0.1777354979853923,"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."}}