{"id":"W1992731567","doi":"10.5539/ass.v4n2p81","title":"Expression Form of Book Design Art","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":"Beauty; Style (visual arts); Content (measure theory); Space (punctuation); Simple (philosophy); Expression (computer science); Construct (python library); Art design; Aesthetics; Nationality; Computer science; Graphic design; Organic unity; Visual arts; Art; Multimedia; Epistemology; Mathematics; Philosophy; Law; Political science","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":[0.0005002734,0.0005157831,0.0003687327,0.0007920567,0.001548103,0.006631924,0.0007598765,0.0008765846,0.1131566],"category_scores_gemma":[0.003369483,0.000251108,0.0003046325,0.001068258,0.001234839,0.002790988,0.002132567,0.001465716,0.0455697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220453,"about_ca_system_score_gemma":0.0008493504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000595371,"about_ca_topic_score_gemma":0.0009838842,"domain_scores_codex":[0.9988928,0.0002854585,0.0000533941,0.0001296438,0.0005642751,0.00007439192],"domain_scores_gemma":[0.9992982,0.0001639958,0.0000426226,0.0001593031,0.0002415675,0.00009418419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008674063,0.00007020505,0.0003679346,0.0004470962,0.0000105838,0.0004134649,0.004226796,0.0004658883,0.005363723,0.2387602,0.5595773,0.19021],"study_design_scores_gemma":[0.000008123436,0.00001945421,0.0002116509,0.00009174188,0.000003848791,0.000345686,0.0003612152,0.0002798713,0.0007589015,0.007285361,0.990625,0.000009211188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002664346,0.001087572,0.01549701,0.002074243,0.001745793,0.0001409571,0.0004182704,0.0006471978,0.9757246],"genre_scores_gemma":[0.05656195,0.001413377,0.01163446,0.001314846,0.0007561065,0.0002215227,0.000668506,0.001024866,0.9264044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1131566,"threshold_uncertainty_score":0.3785464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665171660150941,"score_gpt":0.2886937942206371,"score_spread":0.2520420776191277,"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."}}