{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01855014,0.0004375463,0.0008639354,0.00426388,0.006984342,0.01567685,0.00228057,0.004814082,0.005045582],"category_scores_gemma":[0.01073334,0.0002382944,0.000768917,0.006195972,0.03333549,0.02468922,0.005632131,0.004203136,0.0003201542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01788917,"about_ca_system_score_gemma":0.04099501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060937,"about_ca_topic_score_gemma":0.0249554,"domain_scores_codex":[0.9952351,0.002486082,0.0002710339,0.0006575821,0.0007887555,0.0005615224],"domain_scores_gemma":[0.983893,0.007756536,0.001289206,0.00167933,0.003407332,0.001974456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005804887,0.00006086905,0.002695807,0.0002928049,0.00002167742,0.000204295,0.02072102,0.0002730856,0.0002702801,0.9463257,0.003741022,0.02533534],"study_design_scores_gemma":[0.0000450302,0.00006762278,0.004549035,0.0006005786,0.0000260383,0.0001574113,0.03506811,0.001232483,0.0002483208,0.9141967,0.04376298,0.00004563889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2274549,0.02548499,0.02212698,0.5614372,0.0028666,0.0001647721,0.0003122035,0.00007969902,0.1600727],"genre_scores_gemma":[0.9716091,0.005395414,0.006844323,0.01239304,0.0008611792,0.0001059652,0.00006327977,0.00001472875,0.002712982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02060937,"threshold_uncertainty_score":0.1297956,"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."}}