{"id":"W4386747656","doi":"10.33134/eeja.343","title":"In Defence of Tourists","year":2023,"lang":"en","type":"article","venue":"Estetika The European Journal of Aesthetics","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"Luck; Tourism; Aesthetics; Product (mathematics); Identity (music); Psychology; Sociology; Advertising; Epistemology; Art; Business; Political science; Philosophy; Law; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001911293,0.0001057467,0.0002030436,0.0002463569,0.0000621705,0.00002632972,0.0007123951,0.00001538589,0.00005428006],"category_scores_gemma":[0.0003885598,0.00006858997,0.0001685848,0.0008715009,0.0002480765,0.00009674587,0.00009100403,0.0002675337,0.0002683193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001600454,"about_ca_system_score_gemma":0.00003309327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001162127,"about_ca_topic_score_gemma":8.998497e-7,"domain_scores_codex":[0.997633,0.001009986,0.0006152727,0.000122535,0.0004242263,0.0001950122],"domain_scores_gemma":[0.9990681,0.00008222274,0.000422677,0.0002834567,0.0000689201,0.00007459067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003956477,0.001455004,0.01127264,0.0001192162,0.00003063393,0.0136518,0.0417259,0.03462457,0.5374517,0.0151586,0.03958223,0.304532],"study_design_scores_gemma":[0.01165639,0.005525539,0.1873742,0.002111415,0.0004862665,0.01456248,0.01380855,0.01022993,0.1359037,0.02142041,0.5942339,0.002687281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886845,0.00004660459,0.0002455295,0.003555859,0.0002094665,0.00004364405,0.000001781996,0.00001614057,0.007196523],"genre_scores_gemma":[0.9980035,0.0004914362,0.000144034,0.0005561283,0.00006931955,2.14195e-7,1.119088e-7,0.00002106547,0.0007141401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5546516,"threshold_uncertainty_score":0.3448791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04008656475982356,"score_gpt":0.2809233107429823,"score_spread":0.2408367459831587,"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."}}