{"id":"W4388705158","doi":"10.3389/frsut.2023.1247407","title":"Be like a panda: reconstructing national identities through China's iconic species","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Tourism","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"China; Tourism; Appeal; Orientalism; Colonialism; History; Genealogy; Ethnology; Geography; Political science; Archaeology; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001088376,0.0001793165,0.0002713969,0.0008474723,0.00150218,0.0004062279,0.0004471057,0.0001510322,0.0007249831],"category_scores_gemma":[0.0008681931,0.0002101555,0.0001587111,0.001655551,0.0007270136,0.001577781,0.000174355,0.0003969656,0.00003875931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006675569,"about_ca_system_score_gemma":0.000393943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757721,"about_ca_topic_score_gemma":0.002702695,"domain_scores_codex":[0.9974772,0.000184073,0.000362145,0.0003629558,0.0006717935,0.0009417772],"domain_scores_gemma":[0.9991217,0.0001435985,0.0001553593,0.0001729434,0.00032545,0.00008095834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002212095,0.00004168675,0.0247032,0.00004890195,0.00007163361,0.0002357601,0.03459016,0.0001657185,0.000004657851,0.09462368,0.8453267,0.0001657409],"study_design_scores_gemma":[0.0002484456,0.00002401901,0.01067336,0.00002368142,0.00001175886,0.00000399391,0.5072961,0.00006507194,0.00000924207,0.1556322,0.3257926,0.0002194467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5345743,0.00101037,0.0001359039,0.009515551,0.005304151,0.0007029961,0.00002593364,0.0006224155,0.4481084],"genre_scores_gemma":[0.7344109,0.0008154835,0.002228993,0.0001814383,0.000641134,0.00009146593,0.00002074992,0.00002748593,0.2615824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5195341,"threshold_uncertainty_score":0.9997977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236905173715189,"score_gpt":0.3025821469027916,"score_spread":0.2788916295312727,"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."}}