{"id":"W2106912975","doi":"10.1111/j.0008-3658.2005.00079.x","title":"Indicators of community economic development through mural‐based tourism","year":2005,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Lakehead University","funders":"","keywords":"Beautification; Tourism; Mural; Process (computing); Community development; Pride; Marketing; Business; Public relations; Political science; Economic growth; Engineering; Civil engineering; Computer science; Economics; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"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","sts"],"consensus_categories":[],"category_scores_codex":[0.000624751,0.0003532617,0.0004267418,0.00214037,0.002599914,0.0001172352,0.0008827202,0.0002985917,0.0008480653],"category_scores_gemma":[0.00008296755,0.0003678845,0.0002369286,0.002784951,0.002385157,0.0004057148,0.00005631202,0.0004318032,0.00001904543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915453,"about_ca_system_score_gemma":0.001934146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229229,"about_ca_topic_score_gemma":0.9988779,"domain_scores_codex":[0.9973277,0.0002272858,0.0006193604,0.0002853664,0.0003004617,0.00123982],"domain_scores_gemma":[0.997926,0.0001658347,0.0002584307,0.0004432208,0.0001436833,0.001062832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003381483,0.0001236039,0.2711847,0.00007609162,0.0005475719,0.00003097517,0.0782901,0.0001754773,0.00001053452,0.02625933,0.436082,0.1871857],"study_design_scores_gemma":[0.0002531418,0.00003711924,0.05971566,0.00003881002,0.00002523139,0.00000169145,0.04859369,0.00000132674,0.00021208,0.0002826031,0.8903799,0.0004587124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691541,0.0009501375,0.000002619137,0.008645929,0.0005154238,0.0004148965,0.0001086486,0.00009997712,0.02010827],"genre_scores_gemma":[0.9955014,0.0004609485,0.0008424947,0.001050816,0.0002007562,0.00006198012,0.0000943386,0.00002985338,0.001757413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542979,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292830034680674,"score_gpt":0.2384822696160429,"score_spread":0.2155539692692361,"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."}}