{"id":"W4401195071","doi":"10.5539/ass.v20n4p24","title":"Homonym in Chinese Advertising Slogan from A Semantic Perspective","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slogan; Homonym (biology); Perspective (graphical); Advertising; Psychology; Computer science; Business; Artificial intelligence; Political science; Botany","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":[0.000145284,0.00008904926,0.0001046489,0.000159823,0.0006840662,0.0003710782,0.0001701504,0.00001859195,0.0003328379],"category_scores_gemma":[0.00004290104,0.00006779713,0.0000688342,0.0004150317,0.001101929,0.0004344592,0.0000575764,0.000128872,0.00004006616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008394322,"about_ca_system_score_gemma":0.00005666329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377707,"about_ca_topic_score_gemma":0.007911711,"domain_scores_codex":[0.9991741,0.00001982931,0.00009147486,0.0002689756,0.0002069661,0.0002386543],"domain_scores_gemma":[0.9998196,0.00003046765,0.00001603667,0.00006114563,0.00004302829,0.00002972112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002538311,0.00001789497,0.000521725,0.000005848836,0.00001212854,0.00004791092,0.6847925,2.201412e-8,0.0001182822,0.2962386,0.0001612513,0.01808137],"study_design_scores_gemma":[0.0002815497,0.00005548846,0.1986965,0.0001905251,0.00003117944,0.000002217893,0.6315224,0.00006769454,0.00005186901,0.1536711,0.01497345,0.0004560659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2520546,0.001389064,0.00001137092,0.001547073,0.0006160684,0.00007270344,0.00001897327,0.00009804899,0.7441921],"genre_scores_gemma":[0.9986066,0.000008442822,0.00001726918,0.0001310419,0.0007971668,0.000005671623,9.80205e-7,0.000005896524,0.0004269943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7465519,"threshold_uncertainty_score":0.5709826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001707613801623,"score_gpt":0.2737163033153132,"score_spread":0.2636992271772969,"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."}}