{"id":"W207513104","doi":"","title":"Where Do We Go From Here? Rural Development and Gentrification in the Almaguin Highlands, Ontario","year":2013,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Recreation; Geography; Middle class; Rural area; Service (business); Tourism; Destinations; Economic growth; Mirroring; Position (finance); Political science; Sociology; Economy; Business; Archaeology; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007854441,0.0002421229,0.0002056249,0.00001441735,0.0001789068,0.0002390557,0.0003614123,0.0002698745,0.0665417],"category_scores_gemma":[0.00006711932,0.00008461312,0.00005041034,0.0001528638,0.000004543809,0.0001398786,0.00003644824,0.00027477,0.0005680482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501964,"about_ca_system_score_gemma":0.00008793912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006317076,"about_ca_topic_score_gemma":0.2231805,"domain_scores_codex":[0.9987747,0.00007400719,0.0003054689,0.0003297663,0.0002665354,0.0002494956],"domain_scores_gemma":[0.9994701,0.0001479538,0.000144438,0.00007602855,0.0001047545,0.00005672052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000741543,0.0001346495,0.02862694,0.000307351,0.00004544987,0.00001961539,0.01931632,3.284814e-7,0.0006904144,0.00002683094,0.4548808,0.4958771],"study_design_scores_gemma":[0.00006158623,0.00001138123,0.6068749,0.0004993594,0.000003248938,4.351785e-7,0.004880952,8.438914e-7,0.0001097461,0.0001685142,0.387213,0.0001759609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9882118,0.004894445,2.325507e-9,0.0006760447,0.00007970774,0.0007007573,0.004124152,0.00002772389,0.001285392],"genre_scores_gemma":[0.4574422,0.0002383596,0.00004312143,0.00007082866,0.0001935666,0.0008255622,0.5200529,0.000003140783,0.0211303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.578248,"threshold_uncertainty_score":0.9549571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157166993681625,"score_gpt":0.2157129771787609,"score_spread":0.1941413072419446,"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."}}