{"id":"W4391690806","doi":"10.3389/frsut.2024.1346641","title":"The authenticity of souvenirs: examples from Taiwan","year":2024,"lang":"en","type":"article","venue":"Frontiers in Sustainable Tourism","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002309137,0.0001377635,0.0002413383,0.0003026179,0.0006424349,0.0004525121,0.0009394624,0.0001453215,0.000247196],"category_scores_gemma":[0.0009932246,0.0001124589,0.0001303942,0.0008217603,0.0009373149,0.0004683207,0.0002553638,0.0003838299,0.0000251009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005096558,"about_ca_system_score_gemma":0.00084126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04180794,"about_ca_topic_score_gemma":0.0008711389,"domain_scores_codex":[0.9971946,0.0004116091,0.0003025518,0.000345342,0.0008250242,0.0009208091],"domain_scores_gemma":[0.9988215,0.0004236333,0.00006519017,0.0003771965,0.0001743741,0.0001381335],"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":[0.00008837778,0.0001079657,0.006044446,0.0001290593,0.0001784172,0.002604061,0.03337675,0.00004913584,0.00001687973,0.2160724,0.7125138,0.02881875],"study_design_scores_gemma":[0.0001653999,0.00002347632,0.0009360833,0.00004800599,0.00001840364,1.484759e-7,0.225865,0.0003512582,0.00008194693,0.2274858,0.5448937,0.0001308309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4525083,0.04602516,0.01196679,0.04076523,0.009270858,0.003249325,0.00009853,0.0007322541,0.4353836],"genre_scores_gemma":[0.918539,0.0006226327,0.001947423,0.00002230088,0.0005345994,0.00003719978,0.000004105168,0.00002670045,0.07826599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4660308,"threshold_uncertainty_score":0.9645727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308204743806717,"score_gpt":0.291117807059807,"score_spread":0.2780357596217398,"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."}}