{"id":"W2153550551","doi":"10.1177/0047287511431322","title":"Using Concomitant Freelisting to Analyze Perceptions of Tourism Experiences","year":2012,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Tourism; Odds; Listing (finance); Cognition; Scholarship; Spring (device); Psychology; Social psychology; Perception; Sociology; Stereotype (UML); Economics; Political science; Law; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0121197,0.00009339425,0.0003173652,0.0009530518,0.0007242926,0.0001348392,0.0009793954,0.0001012458,0.001296778],"category_scores_gemma":[0.004783421,0.00008114233,0.0001725974,0.001191663,0.0007716974,0.0005316697,0.0001932595,0.0006675227,0.00003487492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003683177,"about_ca_system_score_gemma":0.000890276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373455,"about_ca_topic_score_gemma":0.0001651399,"domain_scores_codex":[0.9943035,0.0009228925,0.0005411715,0.0001340791,0.003150037,0.0009482751],"domain_scores_gemma":[0.9961439,0.0008680722,0.0002156479,0.0002002541,0.00176188,0.0008102875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004269944,0.001583873,0.1444361,0.0001107717,0.0003285154,0.0005949695,0.6745677,0.0003911908,0.1139926,0.01810828,0.03117065,0.01428842],"study_design_scores_gemma":[0.0004360148,0.0003833563,0.03756927,0.0002338824,0.00002700573,0.00002442864,0.9526148,0.0001288893,0.005057571,0.000695153,0.002629896,0.0001996833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694172,0.0003351285,0.0005687723,0.001420914,0.0003347774,0.0001983538,0.000005886389,0.000004922049,0.02771401],"genre_scores_gemma":[0.9909732,0.00008144986,0.006761565,0.00001689379,0.001485121,0.000003469016,1.392645e-7,0.00001200761,0.0006661278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2780471,"threshold_uncertainty_score":0.9996161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400435355279088,"score_gpt":0.5021677540293511,"score_spread":0.2621242185014423,"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."}}