{"id":"W2238176787","doi":"10.5539/ass.v12n2p40","title":"Hybridization of Eastern and Western Cultural and Innovation of Product Design","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sustainable Design and Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Context (archaeology); Globalization; Western culture; Product design; New product development; Sociology; Business; Computer science; Marketing; Political science; Geography; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127192,0.00003541072,0.00005361219,0.00008039751,0.00003968325,0.00001193192,0.00004145394,0.00001082221,0.000001171647],"category_scores_gemma":[0.00004854416,0.00002563557,0.000002802759,0.0004939723,0.0001765299,0.0002407741,0.00001572232,0.00001054515,3.581459e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002503136,"about_ca_system_score_gemma":0.00003494757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001982633,"about_ca_topic_score_gemma":2.427254e-7,"domain_scores_codex":[0.9996279,0.000007640606,0.00009653048,0.00007587128,0.00011055,0.00008149037],"domain_scores_gemma":[0.9998057,0.000006861319,0.00002984859,0.00002837257,0.0001157133,0.00001352378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008266751,0.000008147846,0.01356919,0.00007101574,0.000005484003,6.863411e-7,0.005590795,0.000004108139,0.3275888,0.004982678,0.0000906783,0.6480801],"study_design_scores_gemma":[0.0005414233,0.0000682404,0.6198007,0.00008276907,0.000007119927,0.000006255818,0.002052277,0.0003364436,0.3747067,0.001822463,0.0003461011,0.000229564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459985,0.00004090006,0.04981119,0.0001507466,0.00005910957,0.0001402154,9.345503e-7,0.00002534885,0.003773092],"genre_scores_gemma":[0.999151,0.00000953695,0.0007492225,0.000004458106,0.00001515837,0.000002021479,1.806224e-7,0.00000237275,0.00006608641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478506,"threshold_uncertainty_score":0.1045388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616358835808539,"score_gpt":0.2549537322381203,"score_spread":0.228790143880035,"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."}}