{"id":"W3120398189","doi":"","title":"Towards a paradigm shift of knowledge: Implications for tourism research in China","year":2006,"lang":"en","type":"article","venue":"Journal of China Tourism Research","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"China; Paradigm shift; Tourism; Business; Knowledge management; Economic geography; Political science; Economics; Computer science; Epistemology","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":[0.01151808,0.0001940321,0.0004878294,0.002676402,0.0004454757,0.0003297107,0.000991299,0.0002057362,0.00008434329],"category_scores_gemma":[0.0007719283,0.0001720426,0.0002557511,0.002496318,0.0002923998,0.00123133,0.0002442953,0.001317619,0.00003575892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295701,"about_ca_system_score_gemma":0.0006303682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804531,"about_ca_topic_score_gemma":0.000363629,"domain_scores_codex":[0.9963993,0.0002391611,0.001117064,0.0003215718,0.001064841,0.0008580349],"domain_scores_gemma":[0.9974005,0.000470099,0.0004901577,0.0004714699,0.001106082,0.00006169112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007614208,0.005856929,0.05719771,0.00171665,0.0001263151,0.00009885186,0.002424033,0.0003742503,0.0009777801,0.4434919,0.4515236,0.03545058],"study_design_scores_gemma":[0.000801612,0.0001061831,0.5270478,0.0001617499,0.000009992698,0.000005800078,0.0001134483,0.0001772289,0.0001349255,0.4289441,0.04237785,0.0001193186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046623,0.001404956,0.0008660453,0.06378354,0.0004342541,0.0008438191,0.000009157561,0.00001687122,0.02797906],"genre_scores_gemma":[0.9926878,0.0001050061,0.0004674744,0.00002955497,0.006036546,0.00007597162,0.00001732163,0.00004229528,0.0005380709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4698501,"threshold_uncertainty_score":0.7263045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07442908764796012,"score_gpt":0.3961886514446297,"score_spread":0.3217595637966695,"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."}}