{"id":"W2186139236","doi":"10.1007/978-94-007-5802-5_15","title":"Participatory Mapping of Place Values in Northwestern Ontario","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Recreation; Citizen journalism; Geography; Tourism; Work (physics); Distribution (mathematics); Environmental resource management; Environmental planning; Sense of place; Political science; Engineering; Archaeology; Environmental science; Economic geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001009708,0.0002133433,0.000251768,0.001619768,0.01134065,0.00279957,0.0009961178,0.0004186803,0.005499663],"category_scores_gemma":[0.001671734,0.0002335659,0.0001989969,0.007009495,0.003286193,0.0009173742,0.002853373,0.0005347797,0.0003250538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03246643,"about_ca_system_score_gemma":0.04004481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525826,"about_ca_topic_score_gemma":0.9943574,"domain_scores_codex":[0.9991592,0.0002390845,0.00002341512,0.0001123254,0.0002944822,0.0001714982],"domain_scores_gemma":[0.9991925,0.0002440745,0.00007553342,0.00008681589,0.0002885474,0.0001125786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001167087,0.00004839809,0.06141105,0.0003559724,0.00002636327,0.0007759892,0.583325,0.001577177,0.002554421,0.07243323,0.0278332,0.2495424],"study_design_scores_gemma":[0.000008198846,0.00003398311,0.1631785,0.0002823353,0.00002125427,0.000173986,0.4558198,0.0009668141,0.001291982,0.008680139,0.3695019,0.00004107547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6380089,0.001965729,0.009814681,0.003258377,0.00009318238,0.0003217321,0.002069402,0.00009351686,0.3443745],"genre_scores_gemma":[0.8864902,0.001133249,0.01123645,0.0001157998,0.00001384869,0.0001635382,0.0007326234,0.00007631214,0.100038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474174,"threshold_uncertainty_score":0.2355615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121298962520043,"score_gpt":0.3182405389156143,"score_spread":0.20611064266361,"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."}}