{"id":"W7006444013","doi":"","title":"Systemic design agendas in education and design research","year":2018,"lang":"en","type":"article","venue":"Open Access Journals at Oslo Metropolitan University (Oslo Metropolitan University)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sociotechnical system; Transdisciplinarity; Design education; Research design; Design methods; Underpinning; Variety (cybernetics)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2261398,0.002142297,0.00286132,0.009617615,0.01420413,0.03806487,0.004247744,0.01221507,0.01212562],"category_scores_gemma":[0.1276853,0.002164623,0.001807634,0.007430395,0.1263839,0.03036541,0.02003264,0.01466381,0.001802381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02418618,"about_ca_system_score_gemma":0.03161689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428207,"about_ca_topic_score_gemma":0.002644089,"domain_scores_codex":[0.7152807,0.2544668,0.007726272,0.00915507,0.01038867,0.002982509],"domain_scores_gemma":[0.6849766,0.2683335,0.007102794,0.02180025,0.01295962,0.004827243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001389434,0.0000286389,0.000194999,0.0004168361,0.00001758677,0.00005008002,0.01589287,0.0004193888,0.00006781451,0.97276,0.002374908,0.007763088],"study_design_scores_gemma":[0.00004675398,0.00004530371,0.0001399225,0.001101637,0.00001314144,0.00007640522,0.01246861,0.0007399324,0.000174026,0.9033889,0.0817812,0.00002415152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01338687,0.03605525,0.4012351,0.352071,0.005415532,0.001054765,0.0001955673,0.0004530801,0.1901329],"genre_scores_gemma":[0.6478898,0.01908315,0.2792754,0.02356652,0.002598526,0.005566557,0.0002954005,0.0006170735,0.02110767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2261398,"threshold_uncertainty_score":0.9543074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128913955164322,"score_gpt":0.4573680453703725,"score_spread":0.1444766498539403,"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."}}