{"id":"W2965624708","doi":"10.1111/cura.12318","title":"How Do We Listen To Museums?","year":2019,"lang":"en","type":"article","venue":"Curator The Museum Journal","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visitor pattern; Interpretation (philosophy); Soundscape; Sound (geography); Enlightenment; Visual arts; Aesthetics; Museum informatics; Sociology; Art; Museology; History; Computer science; Epistemology; Acoustics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003217627,0.0001599944,0.0001906614,0.0001390162,0.0003650619,0.00076792,0.0007168956,0.00005004449,0.001193868],"category_scores_gemma":[0.0002180476,0.00009299537,0.0002151105,0.00045616,0.00006654472,0.0002936079,0.0001008921,0.0004096466,0.001988403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005563949,"about_ca_system_score_gemma":0.0000510648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001522396,"about_ca_topic_score_gemma":0.000001603939,"domain_scores_codex":[0.9984798,0.0002105673,0.0002125108,0.0002686814,0.0004851332,0.0003432651],"domain_scores_gemma":[0.9990285,0.00004102112,0.0001427487,0.0004481267,0.00006241069,0.0002771722],"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":[0.00007289145,0.0001580568,0.001821665,0.00001477118,0.00001917946,0.00009761888,0.005748894,0.0002499938,0.9015858,0.003889624,0.04744485,0.03889663],"study_design_scores_gemma":[0.0005374962,0.0001503511,0.0009265679,0.00007559125,0.00003419661,0.0009379523,0.00309799,0.0005471247,0.005885115,0.000590765,0.9868823,0.0003345954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808026,0.0001327849,0.0006739667,0.1151991,0.0009873854,0.0001629548,0.000006578689,0.00005849237,0.001976145],"genre_scores_gemma":[0.9896347,0.000342309,0.00007596611,0.003751618,0.0003364421,0.000004121733,1.428815e-7,0.00002234517,0.005832376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9394374,"threshold_uncertainty_score":0.9997192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845070538396608,"score_gpt":0.2715245409038127,"score_spread":0.2330738355198466,"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."}}