{"id":"W1748099399","doi":"","title":"Small cities urban experience beyond the metropolis","year":2006,"lang":"en","type":"book","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban hierarchy; Tourism; Creative city; Gentrification; Economic geography; Economy; Geography; Metropolitan area; Sociology; Economic growth; Political science; Creativity; Economics; Population","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001145715,0.0006157462,0.0008373188,0.0002742619,0.001707107,0.0002929766,0.002285148,0.0006235911,0.0003877908],"category_scores_gemma":[0.0003114376,0.0002608376,0.0008512665,0.001483428,0.001711104,0.0002713721,0.001528665,0.001640114,0.00007846064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742271,"about_ca_system_score_gemma":0.0006153972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037957,"about_ca_topic_score_gemma":0.002117899,"domain_scores_codex":[0.9942694,0.0009217582,0.0004136364,0.001123199,0.001710208,0.001561764],"domain_scores_gemma":[0.9967892,0.001063139,0.0001727278,0.0004913445,0.0009913439,0.0004923155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001677902,0.0002290342,0.005033181,0.0001105209,0.0003479935,0.0005806508,0.0005668722,0.000006238213,0.00052935,0.01367592,0.9587413,0.02001116],"study_design_scores_gemma":[0.0002128474,0.0001764933,0.01312444,0.00004845243,0.00005613147,0.00000715314,0.004471735,0.000008627615,0.00004569209,0.003449245,0.9778209,0.0005783174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1580081,0.0009745373,0.000003726638,0.00451761,0.0003646718,0.001421549,0.001151795,0.0002474292,0.8333106],"genre_scores_gemma":[0.01731331,0.0006836652,0.00005931252,0.0001093287,0.001630122,0.000009443635,0.001688206,0.00001021846,0.9784964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1451858,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05366521763420502,"score_gpt":0.2566057234334759,"score_spread":0.2029405057992709,"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."}}