{"id":"W2172042202","doi":"10.1177/0047287513497839","title":"Developing a Tourism Innovation Typology","year":2013,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Sheridan College","funders":"","keywords":"Typology; Tourism; Liminality; Innovator; Marketing; Norm (philosophy); Business; Sociology; Political science; Entrepreneurship","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":[0.008849088,0.00007115928,0.0001927612,0.001402637,0.0005520505,0.0002708785,0.0008554247,0.0001447625,0.001857494],"category_scores_gemma":[0.005028662,0.00006176011,0.0000598464,0.001840873,0.0005663217,0.0007085688,0.0001343347,0.0009606455,0.0005242935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426686,"about_ca_system_score_gemma":0.002049939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756125,"about_ca_topic_score_gemma":0.0001012742,"domain_scores_codex":[0.9957976,0.0007650384,0.0004465276,0.0001313922,0.002147786,0.0007117061],"domain_scores_gemma":[0.994276,0.0006906673,0.000175357,0.0001420323,0.00452395,0.0001919262],"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":[0.00007544909,0.0001591417,0.002076785,0.00002846925,0.0001047133,0.0005783971,0.005496556,0.000003506106,0.006344762,0.6920639,0.2214286,0.07163963],"study_design_scores_gemma":[0.002194143,0.001031275,0.1229148,0.000261983,0.00001621172,0.00009066502,0.1267035,0.00006146586,0.007453325,0.5768356,0.1619099,0.0005270623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6960431,0.0001919426,0.001111185,0.0804647,0.0005542196,0.0004908208,9.14712e-7,0.00001584111,0.2211272],"genre_scores_gemma":[0.9873824,0.0002847585,0.004844001,0.000125579,0.001037594,0.000007370742,3.869088e-7,0.00001217042,0.006305751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913392,"threshold_uncertainty_score":0.999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2248057009283101,"score_gpt":0.4792945368853986,"score_spread":0.2544888359570885,"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."}}