{"id":"W2071253897","doi":"10.5539/ass.v4n2p42","title":"Designs of Simplicity and Reality","year":2008,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simplicity; Computer science; Design language; Reflection (computer programming); Architectural engineering; Human–computer interaction; Engineering; Epistemology; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01412497,0.001743307,0.0009898235,0.002629717,0.005317782,0.009098853,0.001605746,0.002774359,0.01362719],"category_scores_gemma":[0.02128841,0.001043356,0.001596864,0.001211282,0.03003569,0.01349699,0.007121118,0.003807698,0.003017528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004999423,"about_ca_system_score_gemma":0.003552744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167274,"about_ca_topic_score_gemma":0.00120637,"domain_scores_codex":[0.9791388,0.01331155,0.001105056,0.001911442,0.003797874,0.0007352544],"domain_scores_gemma":[0.9853615,0.005829499,0.001206176,0.004466215,0.002490413,0.0006463695],"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":[0.00001519615,0.000006871963,0.00008534018,0.00009981751,0.000009602537,0.00002589184,0.001512811,0.0004312381,0.0001834782,0.9902856,0.001406762,0.005937407],"study_design_scores_gemma":[0.00005347423,0.0001120584,0.0002111809,0.0002572819,0.00004298747,0.0002151383,0.000957272,0.001176103,0.0007481838,0.7798954,0.2162949,0.00003606283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0172209,0.005973538,0.3033966,0.01466472,0.0013234,0.0004077163,0.0001497259,0.0005741929,0.6562892],"genre_scores_gemma":[0.6954956,0.004872299,0.2018844,0.003823192,0.0007788203,0.001227601,0.0002168828,0.0005959009,0.09110535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01412497,"threshold_uncertainty_score":0.07470089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07378004558851266,"score_gpt":0.3295531712166058,"score_spread":0.2557731256280932,"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."}}