{"id":"W1980402261","doi":"10.1080/10645570701263396","title":"The Great Sustainability Challenge: How Visitor Studies Can Save Cultural Institutions in the 21st Century","year":2007,"lang":"en","type":"article","venue":"Visitor Studies","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Visitor pattern; Government (linguistics); Public relations; Cultural heritage; Quarter (Canadian coin); Business; Political science; Sociology; Geography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01102944,0.0005378977,0.000596083,0.002207134,0.01427058,0.02162045,0.003072985,0.006059716,0.0141688],"category_scores_gemma":[0.01471884,0.0003006694,0.0006856972,0.002097006,0.03230962,0.01816523,0.01534691,0.005889759,0.001097889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009129592,"about_ca_system_score_gemma":0.01336365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02664118,"about_ca_topic_score_gemma":0.05428038,"domain_scores_codex":[0.9893458,0.008534961,0.0001002886,0.0003638596,0.0005247798,0.001130221],"domain_scores_gemma":[0.9862489,0.007106492,0.0007086598,0.001184209,0.001193866,0.003557805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005830214,0.0001319026,0.004841135,0.0003994615,0.00005019339,0.0008935263,0.1857317,0.0006969838,0.00017027,0.6410901,0.1121457,0.05379073],"study_design_scores_gemma":[0.00001880608,0.00006682733,0.001944453,0.001128483,0.00002339285,0.0002483095,0.2355198,0.0004221074,0.0002074224,0.248328,0.5120411,0.00005145993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09624182,0.02494705,0.008549997,0.5856539,0.003597426,0.0001255987,0.0001181143,0.0002233662,0.2805427],"genre_scores_gemma":[0.920588,0.0151081,0.00549882,0.0222687,0.001081003,0.0002334546,0.00007407452,0.000145057,0.03500282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02664118,"threshold_uncertainty_score":0.06624019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08532159205351461,"score_gpt":0.3344382647722093,"score_spread":0.2491166727186947,"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."}}