{"id":"W2073336594","doi":"10.1177/0047287514546227","title":"Productivity Measurement in Tourism","year":2014,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Productivity; Tourism; Production (economics); Quality (philosophy); Value (mathematics); Industrial organization; Business; Marketing; Economics; Computer science; Microeconomics; Macroeconomics; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006472284,0.0007151551,0.0006595835,0.0103941,0.001019975,0.004361378,0.001130945,0.0006646199,0.005797882],"category_scores_gemma":[0.02750169,0.0001735964,0.0007388981,0.01875661,0.001737947,0.003255591,0.002923867,0.001054869,0.001426581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003175499,"about_ca_system_score_gemma":0.001855747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112496,"about_ca_topic_score_gemma":0.007401543,"domain_scores_codex":[0.9917779,0.003414913,0.0007661489,0.0008114668,0.002731056,0.0004984743],"domain_scores_gemma":[0.9864662,0.006225255,0.002655156,0.001103774,0.002998422,0.0005510548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003086594,0.0002427166,0.2714894,0.003388084,0.0004037158,0.0003559753,0.007025786,0.01143348,0.001982585,0.09215419,0.02384673,0.5873687],"study_design_scores_gemma":[0.00003264491,0.0008363961,0.7061032,0.002843272,0.0001983504,0.001101127,0.02006526,0.01466413,0.003587493,0.07291146,0.1774331,0.0002234916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4069893,0.05334392,0.1686263,0.008351916,0.003892419,0.0007881551,0.01524052,0.0009365524,0.3418309],"genre_scores_gemma":[0.9367908,0.0117531,0.03480345,0.0004015888,0.0009361168,0.0003291635,0.003330738,0.0001080051,0.01154709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112496,"threshold_uncertainty_score":0.03422916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029686823365094,"score_gpt":0.4374890914301827,"score_spread":0.2345204090936733,"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."}}