{"id":"W6992636613","doi":"","title":"Mapping deprivation for the small city, rural context - a Kamloops-Thompson case study: CURA Mapping Quality of Life &amp; the Culture of Small Cities","year":2004,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quality of life (healthcare); Rural area; Quality (philosophy); Urbanization","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":[0.0008404832,0.0002264454,0.0002483328,0.00156392,0.005550228,0.001949375,0.0007214132,0.0007111175,0.002463166],"category_scores_gemma":[0.003272315,0.0002346588,0.0003440386,0.005790048,0.001782349,0.00130885,0.00261115,0.0008204448,0.00014668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006836376,"about_ca_system_score_gemma":0.003409294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3052463,"about_ca_topic_score_gemma":0.6318913,"domain_scores_codex":[0.9993927,0.0003238118,0.00002756974,0.00004103964,0.00008237055,0.0001326022],"domain_scores_gemma":[0.9989077,0.0004686469,0.0001935318,0.00009309599,0.000158016,0.0001789929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004500732,0.0006173664,0.4112451,0.0007226915,0.0001262669,0.01596498,0.4428655,0.004463649,0.003637673,0.01665957,0.00810713,0.09513992],"study_design_scores_gemma":[0.00002762116,0.0002502125,0.2974944,0.0001951557,0.0000880353,0.002794835,0.6724761,0.002865277,0.0009098352,0.003477837,0.0193568,0.00006402262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929218,0.0002064608,0.0004808611,0.000882124,0.000003790243,0.00005260342,0.0002260473,0.000005658379,0.005220693],"genre_scores_gemma":[0.9978016,0.0002425489,0.0007696471,0.00004869485,0.00000166077,0.00003305418,0.00006867423,0.000007065071,0.001026996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6947537,"threshold_uncertainty_score":0.6069391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339233337957764,"score_gpt":0.2223980959502546,"score_spread":0.189005762570677,"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."}}