{"id":"W2760706385","doi":"10.3968/9856","title":"A Preliminary Study on Protection and Development of Traditional Chinese Form of Commercial Shops","year":2017,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inheritance (genetic algorithm); China; Architecture; Expression (computer science); Aesthetics; Identity (music); Cultural heritage; Globalization; Cultural inheritance; Architectural engineering; Sociology; Business; History; Environmental ethics; Political science; Engineering; Law; Art; Computer science; Literature; Archaeology","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":[0.0005412344,0.000210465,0.0001132045,0.001518129,0.002645575,0.001767328,0.0004266935,0.0003105859,0.009109129],"category_scores_gemma":[0.001058878,0.0001435214,0.0002135424,0.001872729,0.001380924,0.001980996,0.0008688958,0.0005527428,0.0004700768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258699,"about_ca_system_score_gemma":0.002475838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03270981,"about_ca_topic_score_gemma":0.05246785,"domain_scores_codex":[0.9996936,0.00005040513,0.00001399254,0.00004358508,0.00007943305,0.0001189971],"domain_scores_gemma":[0.9994666,0.00009528611,0.00009492811,0.00003631486,0.000155303,0.000151587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013655,0.0003781122,0.4451034,0.0002988307,0.00001526639,0.003382996,0.4136084,0.0001270497,0.002279192,0.03135675,0.004426553,0.09888692],"study_design_scores_gemma":[0.000004517448,0.0001812387,0.5831867,0.0001255306,0.0000187731,0.0007886771,0.3634787,0.0002549756,0.0009791863,0.0009162881,0.05004643,0.00001893655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693505,0.0002963653,0.0001083943,0.000319391,0.00001365633,0.0000293259,0.00007225934,0.000001894064,0.02980831],"genre_scores_gemma":[0.9894666,0.0005281506,0.0001276625,0.00005707313,0.000008385995,0.00001235292,0.00007089601,0.000002114206,0.009726836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270981,"threshold_uncertainty_score":0.0650388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068934535065575,"score_gpt":0.3769625710375571,"score_spread":0.2700691175309997,"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."}}