{"id":"W2159559506","doi":"10.5539/ass.v10n8p50","title":"Study on Literature Representation of Zhuhai City Image","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Humanity; Narrative; Tourism; Identity (music); Alien; Subject (documents); Geography; Aesthetics; Sociology; Political science; Computer science; Art; Archaeology; Law; Library science; Literature","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":[0.0007290373,0.0002118571,0.0001694237,0.00320508,0.003222087,0.00256453,0.0003205531,0.0002127309,0.004393807],"category_scores_gemma":[0.002441005,0.00009463283,0.0001126548,0.004591106,0.001380156,0.001514436,0.001026227,0.0003966673,0.0002333164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886712,"about_ca_system_score_gemma":0.001610548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00837753,"about_ca_topic_score_gemma":0.01642208,"domain_scores_codex":[0.9994892,0.0001750498,0.00002959515,0.00005501,0.0001791099,0.0000720602],"domain_scores_gemma":[0.9986532,0.0004617102,0.0004015467,0.00006097957,0.0002840747,0.0001384616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004315262,0.00004149888,0.05979483,0.00027093,0.00001717482,0.001378458,0.8784536,0.0000576753,0.002572995,0.01608565,0.001985018,0.03929906],"study_design_scores_gemma":[0.000005132664,0.00004859586,0.1919844,0.0001938785,0.00003715615,0.0008844242,0.7504742,0.0002299312,0.001171706,0.001075475,0.05387624,0.00001892858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731299,0.0007008726,0.0002402667,0.0004650871,0.00002598869,0.00001087062,0.0000523688,0.00001161037,0.02536296],"genre_scores_gemma":[0.9964188,0.0004156057,0.0001316761,0.00004184472,0.00001865852,0.000008973208,0.00004750826,0.000006285709,0.00291051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00837753,"threshold_uncertainty_score":0.01665753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03173068163988549,"score_gpt":0.3578912948015298,"score_spread":0.3261606131616444,"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."}}