{"id":"W2322770628","doi":"10.7202/1035392ar","title":"A Design History of Design: Complexity, Criticality, and Cultural Competence","year":2016,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008107749,0.0003886468,0.0006807083,0.0001423811,0.0003047986,0.00008383516,0.0003159976,0.0001542125,0.004128052],"category_scores_gemma":[0.0002459301,0.0003234558,0.0001565966,0.00005318725,0.003757109,0.0004655495,0.0001071633,0.0002030458,0.0002132659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491363,"about_ca_system_score_gemma":0.0003411071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009258385,"about_ca_topic_score_gemma":0.01998143,"domain_scores_codex":[0.9972423,0.0004845448,0.0006444442,0.0005467103,0.0001812624,0.0009007888],"domain_scores_gemma":[0.997417,0.000961489,0.0002036546,0.0004523195,0.0003878438,0.0005777222],"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":[0.0001125095,0.0001487665,0.00005521951,0.0004552884,0.00009173749,0.000150274,0.01451853,0.000008768297,0.001852477,0.8479028,0.119518,0.01518566],"study_design_scores_gemma":[0.0008026563,0.0005788647,0.0002649312,0.000914911,0.0001802984,0.000209631,0.001277711,0.0009353179,0.0001544248,0.01597694,0.9781117,0.0005925782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.245053,0.177195,0.1812039,0.09801566,0.03631604,0.008137786,0.004806961,0.0009184962,0.2483531],"genre_scores_gemma":[0.6570768,0.001479849,0.005694586,0.0008634976,0.001472016,0.00004707916,0.00001990336,0.00008714179,0.3332592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8585938,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347386220177954,"score_gpt":0.2458018477802114,"score_spread":0.111063225762416,"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."}}