{"id":"W7043469028","doi":"","title":"Siberian imaginaries: evaluating participatory placemaking as a tool for civic development of shared spaces in the postcolonial contexts of Yakutsk and Lensk, north-eastern Siberia","year":2023,"lang":"en","type":"dissertation","venue":"London Met Repository (London Metropolitan University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Citizen journalism; Participatory action research; Participatory planning; Reflexivity; Urban planning; Situated; Participatory development; Grassroots","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":[0.02089851,0.0007128273,0.0006048973,0.001205291,0.01011315,0.005856306,0.001789512,0.001125001,0.004125849],"category_scores_gemma":[0.0113574,0.0003103317,0.0005008915,0.001751961,0.01029839,0.003285327,0.009676008,0.001237973,0.0004780425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007904142,"about_ca_system_score_gemma":0.006617957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005251,"about_ca_topic_score_gemma":0.01960064,"domain_scores_codex":[0.9881516,0.009495413,0.0002534316,0.0004585605,0.0006807183,0.0009604113],"domain_scores_gemma":[0.9910522,0.005556046,0.0006999939,0.0007147419,0.001035584,0.0009412933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002246789,0.0007986472,0.01452905,0.0004387862,0.00002900386,0.0007501491,0.933457,0.0004593916,0.001164909,0.005843881,0.0004174392,0.04188716],"study_design_scores_gemma":[0.00004980843,0.000857312,0.03383189,0.0001990931,0.00003113824,0.000111739,0.9466775,0.000421746,0.001448094,0.001922348,0.01442778,0.00002154798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873413,0.0001857497,0.0007171626,0.0004194239,0.00001744913,0.0001981508,0.00002251537,0.000005989335,0.0110923],"genre_scores_gemma":[0.9969361,0.0002426509,0.001159666,0.00008868893,0.000006131629,0.0003304628,0.00002973763,0.000005583641,0.001200977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02089851,"threshold_uncertainty_score":0.1105232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838336272701716,"score_gpt":0.3707190954679584,"score_spread":0.3223357327409412,"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."}}