{"id":"W2894591431","doi":"","title":"Emerging Scholar Profile: Dr. Jian Ming Luo","year":2018,"lang":"en","type":"article","venue":"Ereview of tourism research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; China; Hospitality management studies; Hospitality; Management; Urbanization; Marketing; Sociology; Business; Geography; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02190983,0.0002060739,0.0004966533,0.0007294419,0.002368105,0.0003338359,0.002167801,0.000200834,0.009076525],"category_scores_gemma":[0.008425866,0.0001944563,0.0002183054,0.002345326,0.002279488,0.0008361329,0.0008476722,0.001417445,0.003253731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529402,"about_ca_system_score_gemma":0.001017057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281251,"about_ca_topic_score_gemma":0.0004398153,"domain_scores_codex":[0.9906641,0.002588114,0.0005716794,0.0006431234,0.003877905,0.00165506],"domain_scores_gemma":[0.9955827,0.0005979891,0.0001736004,0.0009094538,0.002171605,0.0005646324],"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":[0.00006388109,0.0003193612,0.00227337,0.0006082857,0.0001228231,0.0003814313,0.007969072,3.980735e-7,0.001382445,0.03067107,0.6034753,0.3527325],"study_design_scores_gemma":[0.0003343718,0.0002322052,0.001395376,0.0006896469,0.00001644248,0.000001891818,0.005676988,0.00003292358,0.002628387,0.004714407,0.9840049,0.0002724605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1405955,0.01374851,0.00003476735,0.03005085,0.0008343937,0.002466323,0.00001820181,0.00019706,0.8120543],"genre_scores_gemma":[0.8728907,0.01466609,0.008392437,0.0002248335,0.005651379,0.0001771561,0.00001039465,0.0001211625,0.09786586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7322952,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227832547321215,"score_gpt":0.4845516499836913,"score_spread":0.3617683952515698,"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."}}