{"id":"W2964408246","doi":"","title":"Systemic design and its discontents: Designing for emergence and accountability","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Flourishing; Power (physics); Public relations; Engineering ethics; Psychology; Sociology; Social psychology; Political science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04664189,0.0007596311,0.0005887308,0.001587629,0.006824259,0.01285818,0.002015429,0.003760575,0.004388118],"category_scores_gemma":[0.04448169,0.0007247675,0.0007944101,0.001025738,0.05991731,0.01458635,0.008492616,0.004489774,0.001087052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005898563,"about_ca_system_score_gemma":0.01111794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383086,"about_ca_topic_score_gemma":0.00162923,"domain_scores_codex":[0.9360208,0.05542966,0.001112169,0.002588228,0.003768819,0.001080331],"domain_scores_gemma":[0.947877,0.03925436,0.001887579,0.006595485,0.002939431,0.001446063],"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":[0.00002491853,0.00004000583,0.001106547,0.0001740087,0.00001702003,0.0001930784,0.06036466,0.001450533,0.0007693527,0.8897641,0.006264754,0.03983106],"study_design_scores_gemma":[0.00002611861,0.00007609547,0.0003830496,0.0004310625,0.0000186844,0.000222664,0.01468719,0.003277848,0.001457906,0.8081796,0.1712053,0.00003450011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03917689,0.003593402,0.6752625,0.09044533,0.0009120242,0.0003764759,0.00006134154,0.0008733287,0.1892988],"genre_scores_gemma":[0.798248,0.001659572,0.1768506,0.004633185,0.0001776369,0.0007400014,0.00006790547,0.0004365821,0.01718635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04664189,"threshold_uncertainty_score":0.2466688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878727396518666,"score_gpt":0.3392514112996933,"score_spread":0.1513786716478267,"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."}}