{"id":"W7034669567","doi":"","title":"Understanding a theory of public participation in park planning for Nunavut, Canada","year":2002,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public participation; Grassroots; Participatory planning; Local government; Citizen journalism; Process (computing); Government (linguistics); Grounded theory; Community participation","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":[],"consensus_categories":[],"category_scores_codex":[0.000950548,0.00007086378,0.0001654625,0.0001456659,0.000467941,0.000009448355,0.0002283081,0.0000785027,0.0004288132],"category_scores_gemma":[0.0003566414,0.00007451967,0.00004816118,0.0004928006,0.0001326342,0.0001054849,0.00001109832,0.00009037385,2.468454e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199112,"about_ca_system_score_gemma":0.0005477833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2807416,"about_ca_topic_score_gemma":0.9636798,"domain_scores_codex":[0.9991715,0.0001812437,0.0001429147,0.0001056621,0.0002351171,0.0001635566],"domain_scores_gemma":[0.9988844,0.0004407484,0.0003327273,0.0001003135,0.0002157533,0.00002603334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001514531,0.00009940996,0.01585456,0.0002841785,0.0001910261,0.00000232451,0.6483606,0.00006387519,0.0003099596,0.3182877,0.01324533,0.003149633],"study_design_scores_gemma":[0.0002069858,0.00001339658,0.1286841,0.00006659001,0.00005157327,3.207973e-8,0.8632876,0.00002803052,0.000008223014,0.00246098,0.005104616,0.00008790211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266128,0.0007892187,0.001198234,0.003086047,0.000702598,0.000589579,0.00004115647,0.00002147662,0.06695888],"genre_scores_gemma":[0.9938834,0.00007703772,0.00004772689,0.00002257608,0.00005110448,0.000001234195,0.00009175488,0.0000053694,0.005819774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6829382,"threshold_uncertainty_score":0.724048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249285014828545,"score_gpt":0.3254712365846077,"score_spread":0.2005427351017532,"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."}}