{"id":"W7047183639","doi":"","title":"An exploration of the impact of museum architecture on the visitor experience and understanding of national identity","year":2023,"lang":"en","type":"other","venue":"Nottingham ePrints (University of Nottingham)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visitor pattern; National identity; Architecture; Context (archaeology); Identity (music); National consciousness; Politics; Period (music)","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":[0.0004719406,0.0001627426,0.0002874669,0.0002657426,0.0001348097,0.00001426814,0.0005962001,0.0000815176,0.01258972],"category_scores_gemma":[0.00007753895,0.0001269812,0.0001875164,0.0003798602,0.0003925987,0.00007758074,0.0003354418,0.0002337885,0.000003437169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337172,"about_ca_system_score_gemma":0.0001488057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690142,"about_ca_topic_score_gemma":0.0004949852,"domain_scores_codex":[0.9985127,0.0001521673,0.0002171063,0.0002679755,0.0006974025,0.0001526459],"domain_scores_gemma":[0.9983664,0.0002790847,0.0007392533,0.000414989,0.0001538834,0.00004635881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009132332,0.003191545,0.3547661,0.001982989,0.002835588,0.000009043797,0.09960452,0.002715482,0.1077142,0.2391173,0.05306207,0.1340879],"study_design_scores_gemma":[0.008007547,0.002067747,0.7124481,0.008353115,0.0004471954,0.000002275652,0.1871361,0.01234974,0.01873546,0.0375545,0.01043134,0.002466818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651181,0.000008569579,0.01007001,0.0007279322,0.0001698446,0.001112358,0.0003859661,0.00005270811,0.2223546],"genre_scores_gemma":[0.9913914,0.000007051423,0.0002258813,0.000002744585,0.00004822135,0.000001186631,0.000006799568,0.00004831687,0.008268373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.357682,"threshold_uncertainty_score":0.9997117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055886739893672,"score_gpt":0.310789921113465,"score_spread":0.2502310537145283,"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."}}