{"id":"W2118531849","doi":"10.5539/ass.v8n13p244","title":"Feasibility in Comparison of Originality","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Computer science; Variety (cybernetics); Value (mathematics); Management science; Artificial intelligence; Psychology; Engineering; Machine learning; Social psychology","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":[0.05693757,0.0006998192,0.0006860387,0.007387228,0.001676238,0.005993556,0.001552183,0.001023177,0.01554306],"category_scores_gemma":[0.2927277,0.0004646945,0.00118531,0.004894097,0.00656405,0.00846163,0.005943407,0.001468116,0.001539107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174137,"about_ca_system_score_gemma":0.002136813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004337404,"about_ca_topic_score_gemma":0.0003426802,"domain_scores_codex":[0.9043303,0.05238123,0.008084102,0.007112187,0.02630603,0.001786281],"domain_scores_gemma":[0.6869339,0.2017353,0.02088422,0.03870787,0.04846844,0.003270364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003358111,0.0007355704,0.118719,0.004374315,0.000508462,0.0004339212,0.05685613,0.002982102,0.01138321,0.2644348,0.006034566,0.5301799],"study_design_scores_gemma":[0.0007798967,0.006312815,0.3289003,0.002764829,0.0008540155,0.00237903,0.08066518,0.01598043,0.03352624,0.3331699,0.1942515,0.0004158581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827343,0.001752291,0.1427205,0.002189419,0.000785318,0.002864643,0.001268764,0.0004622536,0.2652224],"genre_scores_gemma":[0.9584455,0.0002632121,0.03599848,0.0001227005,0.00009064604,0.001135018,0.0003518458,0.0001253778,0.003467262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05693757,"threshold_uncertainty_score":0.3011182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439927321720151,"score_gpt":0.4754678227762996,"score_spread":0.3314750906042845,"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."}}