{"id":"W2093437945","doi":"10.1111/j.1541-0064.2001.tb01488.x","title":"Artists in rural locales: market access, landscape appeal and economic exigency","year":2001,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Census; The arts; Appeal; Craft; Geography; Rural area; Scale (ratio); Handicraft; Economic growth; Regional science; Socioeconomics; Sociology; Political science; Visual arts; Archaeology; Cartography; Demography; Population; Art; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000387462,0.0003225695,0.0003469025,0.002082413,0.0009793101,0.0004145918,0.0005306482,0.0002467845,0.001210354],"category_scores_gemma":[0.0000623797,0.0003354616,0.0001190841,0.002684751,0.001539877,0.0004831331,0.00006763486,0.0002393321,0.000009346532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167836,"about_ca_system_score_gemma":0.0005334177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.956366,"about_ca_topic_score_gemma":0.999817,"domain_scores_codex":[0.9974092,0.0001028694,0.0004075805,0.0004513314,0.000182865,0.001446148],"domain_scores_gemma":[0.9981849,0.00008276198,0.00009727576,0.0002404029,0.00006979942,0.001324888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001799719,0.000008030359,0.8657676,0.0000103494,0.00004139093,0.0001432094,0.001830932,0.000004585748,4.388063e-7,0.003895751,0.09849613,0.02978359],"study_design_scores_gemma":[0.0002436128,0.00002608396,0.4160805,0.00005060203,0.00001229759,0.0000263417,0.02804372,0.00001134128,7.008689e-7,0.001164896,0.5539107,0.0004292573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477941,0.00380044,4.18138e-7,0.007788348,0.0006540742,0.0004318478,0.00007520663,0.00007206661,0.03938344],"genre_scores_gemma":[0.9758447,0.01805197,0.00001972704,0.0003710077,0.0002414912,0.00007071314,0.00004107153,0.00002479922,0.00533452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4554145,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439219758745659,"score_gpt":0.2317296319419043,"score_spread":0.2173374343544477,"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."}}