{"id":"W4417221539","doi":"10.1080/09614524.2025.2598596","title":"Reinstating the political in localisation","year":2025,"lang":"en","type":"article","venue":"Development in Practice","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Ideology; Politics; Transformative learning; Elite; Conformity; Neutrality; Dimension (graph theory)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001497468,0.00003751394,0.00004676802,0.00004686457,0.0001676474,0.00004712584,0.0001146089,0.00003701539,0.000008072799],"category_scores_gemma":[0.005103581,0.00003190751,0.000005385231,0.0004136513,0.0000521264,0.0002320105,0.00002285828,0.0001658066,0.0000194556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117208,"about_ca_system_score_gemma":0.0005465368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007453267,"about_ca_topic_score_gemma":0.00572322,"domain_scores_codex":[0.9990629,0.0002637116,0.0001624458,0.0001005258,0.0001966551,0.0002137547],"domain_scores_gemma":[0.9985796,0.001259829,0.00005070828,0.00005694644,0.00003446932,0.0000184956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001759603,0.00004390443,0.07283406,0.00000446314,0.00000532106,0.00001474402,0.03110893,0.00002239398,0.00000248936,0.8831526,0.001775059,0.01101845],"study_design_scores_gemma":[0.0001254014,0.000001837406,0.06241126,0.00006813335,0.000002317573,3.901823e-7,0.02261321,0.00006074945,0.00003110803,0.001604004,0.9130303,0.00005131805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1951125,0.0002069118,0.0008108523,0.07818691,0.0004128798,0.0002324691,5.63129e-7,0.0000373967,0.7249995],"genre_scores_gemma":[0.9910388,0.00002055332,0.002886811,0.004055446,0.00002279378,0.0000167966,0.000001317341,0.000001850424,0.001955637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9112552,"threshold_uncertainty_score":0.9991562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372121217488673,"score_gpt":0.3601658256437101,"score_spread":0.3364446134688234,"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."}}