{"id":"W4239260698","doi":"10.24124/2019/58965","title":"Metropolitan planning in the Calgary region: A case study of farmland protection in the Municipal District of Foothills","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Metropolitan area; Foothills; Environmental planning; Legislature; Geography; Local government; Context (archaeology); Urban planning; Mandate; Land use; Political science; Civil engineering; Engineering; Cartography","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":[0.00107308,0.0002991132,0.0003175766,0.0007601593,0.01355777,0.002823277,0.002052973,0.001194257,0.002230711],"category_scores_gemma":[0.002218782,0.0003692172,0.0001769434,0.003200266,0.004021796,0.0006968603,0.003144184,0.001562974,0.000137274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895999,"about_ca_system_score_gemma":0.01735163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7293937,"about_ca_topic_score_gemma":0.9410416,"domain_scores_codex":[0.9987109,0.0004592678,0.0000243272,0.00008661587,0.0001431612,0.0005758979],"domain_scores_gemma":[0.998844,0.0004182627,0.0001610515,0.00006097029,0.0001585821,0.0003569709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001390437,0.0007075895,0.1873683,0.0004701912,0.00007231192,0.07383434,0.6479342,0.002608958,0.001899332,0.01230444,0.005974727,0.06668653],"study_design_scores_gemma":[0.00001138519,0.0001399237,0.0841414,0.0001454477,0.00002170381,0.001473934,0.8990955,0.0003511125,0.0001823467,0.0003586069,0.014063,0.00001562146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924826,0.0003136941,0.0001290419,0.0007448688,0.000009987275,0.00007924812,0.00002822146,0.000004225714,0.006208096],"genre_scores_gemma":[0.9956142,0.0005799652,0.0003185144,0.0002895174,0.000005969999,0.00003862397,0.00002943641,0.000003633239,0.003120131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706063,"threshold_uncertainty_score":0.5444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186298674279055,"score_gpt":0.2836393156170209,"score_spread":0.2417763288742303,"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."}}