{"id":"W7103756908","doi":"10.25019/cmstt369","title":"Cultivating organizational culture for AI integration: A framework for Smart Cities and Regional Development","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Palomino System Innovations (Canada)","funders":"","keywords":"Corporate governance; Modernization theory; Public sector; Organizational culture; Conceptual framework; Organizational learning; Smart city; Organization development","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":[],"consensus_categories":[],"category_scores_codex":[0.0002543161,0.0002089343,0.0003492994,0.0003426486,0.0003354287,0.0006327261,0.0006458758,0.0001648146,0.0002605049],"category_scores_gemma":[0.000574613,0.0001847321,0.00006583433,0.0005012823,0.00007929643,0.000659988,0.0002332528,0.0002321483,4.788785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009123475,"about_ca_system_score_gemma":0.0000976661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001393378,"about_ca_topic_score_gemma":0.00001550031,"domain_scores_codex":[0.998925,0.00001376602,0.0004595421,0.0002074755,0.0001827848,0.0002114122],"domain_scores_gemma":[0.9988968,0.0003911314,0.0001391072,0.0001394048,0.0003875043,0.00004601331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001616817,0.00009051289,0.2153911,0.001008412,0.0008687249,0.000002391406,0.001993471,0.001053309,0.01358787,0.1069714,0.6160734,0.04279774],"study_design_scores_gemma":[0.001244753,0.00002042729,0.1384941,0.003023957,0.0001076476,0.00001224134,0.002832114,0.002720762,0.1253307,0.3877322,0.3375254,0.0009558062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2233677,0.0223159,0.7466864,0.001938694,0.001384005,0.001616683,0.0001168225,0.0004422446,0.00213157],"genre_scores_gemma":[0.8541734,0.005060003,0.1365718,0.001358077,0.0003676787,0.0007019887,0.0001505193,0.00009810434,0.001518454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6308056,"threshold_uncertainty_score":0.7533156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369480104009242,"score_gpt":0.4734437310440873,"score_spread":0.3364957206431631,"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."}}