{"id":"W2548074478","doi":"10.1080/07053436.2016.1243834","title":"Visitor studies: A short history","year":2016,"lang":"fr","type":"article","venue":"Loisir et Société / Society and Leisure","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Visitor pattern; Democratization; Heteronomy; History; Dynamics (music); Sociology; Political science; Law; Autonomy; Computer science; Politics; Democracy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004443557,0.0004615564,0.000621239,0.00001370494,0.0007603118,0.0001368997,0.00018978,0.0003821828,0.004750662],"category_scores_gemma":[0.00002802259,0.0003019993,0.000647435,0.00003203078,0.001554107,0.0007058279,0.0001484802,0.0004020141,0.000125416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532778,"about_ca_system_score_gemma":0.0001116981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002285,"about_ca_topic_score_gemma":0.0004127457,"domain_scores_codex":[0.9979787,0.0001378147,0.0004083081,0.0005559879,0.000328358,0.0005908393],"domain_scores_gemma":[0.9988329,0.0003210565,0.0001195115,0.0002824995,0.0002372198,0.0002067909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002278851,0.0001501179,0.0002094818,0.0005767342,0.0008196635,0.00001386452,0.1093584,2.753698e-7,0.0003425501,0.4488885,0.3995293,0.04008821],"study_design_scores_gemma":[0.0006578573,0.0001721612,0.0004171222,0.000499573,0.0001757513,0.000006665987,0.06672547,0.00000732751,0.00001405672,0.0009821251,0.9298319,0.0005100009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5121996,0.3699191,0.00003873663,0.03673798,0.009830597,0.0005826598,0.000354403,0.0002654053,0.07007146],"genre_scores_gemma":[0.5701887,0.05699449,0.0001220787,0.003275668,0.004588516,0.00004872616,0.00001208775,0.00006691362,0.3647029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303025,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323260033760561,"score_gpt":0.3024809942137283,"score_spread":0.2392483938761227,"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."}}