{"id":"W4409256300","doi":"10.1007/978-3-031-84963-3_7","title":"Creative Placemaking: Exploring Cultural Vitality in a Municipality of Mexico City","year":2025,"lang":"en","type":"book-chapter","venue":"Management and industrial engineering","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Placemaking; Vitality; Geography; Sociology; Archaeology; Urban design; Architecture; Theology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004163703,0.0002691551,0.0001942635,0.0009700661,0.01297162,0.006073569,0.001125236,0.0008567758,0.004180755],"category_scores_gemma":[0.000739054,0.0001753074,0.000232961,0.002079041,0.005596733,0.00212284,0.004128093,0.001134091,0.0001284468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006740771,"about_ca_system_score_gemma":0.004787847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1721738,"about_ca_topic_score_gemma":0.539899,"domain_scores_codex":[0.9997928,0.00007797829,0.000003190795,0.00002851186,0.00002191604,0.0000756395],"domain_scores_gemma":[0.9997798,0.00007432226,0.00003789347,0.00001583831,0.00002237481,0.00006975074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006521908,0.00008763524,0.02233181,0.00008439703,0.00001452919,0.002002685,0.8682385,0.0003063034,0.00053526,0.07063145,0.005129546,0.03057259],"study_design_scores_gemma":[0.000004542114,0.00001899169,0.01942545,0.00006917933,0.00001275417,0.0001473906,0.9408076,0.000164908,0.0001097978,0.002191548,0.03704046,0.000007297034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912209,0.0007642443,0.0006171922,0.002232579,0.0000468084,0.00003354824,0.00008295068,0.00001541341,0.08399838],"genre_scores_gemma":[0.9862905,0.0004251923,0.0006431602,0.00007275397,0.00000899221,0.00002169489,0.0000407299,0.000009990204,0.01248695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1721738,"threshold_uncertainty_score":0.3423433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647583011599746,"score_gpt":0.2943175386855464,"score_spread":0.1295592375255719,"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."}}