{"id":"W2062507696","doi":"10.5367/0000000041895030","title":"Tourist Typology: An Ex Ante Approach","year":2004,"lang":"en","type":"article","venue":"Tourism Economics","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tourism; Typology; Ex-ante; Marketing; Set (abstract data type); Factory (object-oriented programming); Business; Advertising; Economics; Computer science; Geography","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":[0.009184113,0.0007055347,0.0006909517,0.009768694,0.002560826,0.006768517,0.002145547,0.0008269512,0.01445261],"category_scores_gemma":[0.02176095,0.0004151687,0.0007875871,0.006285722,0.004499441,0.00653432,0.003971655,0.001521424,0.001136135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565893,"about_ca_system_score_gemma":0.001960286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043121,"about_ca_topic_score_gemma":0.002575719,"domain_scores_codex":[0.9916459,0.00514026,0.0005505167,0.0006272572,0.001535281,0.0005008132],"domain_scores_gemma":[0.9792628,0.009228718,0.003978953,0.002417165,0.004510345,0.0006020076],"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":[0.0005036722,0.0005299061,0.3493941,0.0007880807,0.0001813885,0.0009215249,0.02399996,0.003986432,0.001475411,0.4841352,0.004806836,0.1292774],"study_design_scores_gemma":[0.000131887,0.001589522,0.3567183,0.0008010744,0.0001926577,0.002372775,0.2327359,0.04695249,0.003579962,0.2555974,0.09907746,0.0002506819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287936,0.0008348126,0.1209502,0.003066735,0.0004795755,0.001603566,0.002804717,0.00007507019,0.1413917],"genre_scores_gemma":[0.9588576,0.0003239791,0.03042192,0.0001886857,0.0001277177,0.001459083,0.001199187,0.00002492307,0.007396923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01445261,"threshold_uncertainty_score":0.04857075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832531356377702,"score_gpt":0.3194872688080947,"score_spread":0.2811619552443178,"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."}}