{"id":"W4415586417","doi":"10.21083/crrf.v29i1.7653","title":"Agritourism as Rural Development andFarm Diversification: A Southwest Ontario Case Study","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Rural tourism; Winery; Tourism; Work (physics); Diversification (marketing strategy); Rural development; Rural area; Agriculture; Revenue; Leverage (statistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007179715,0.0004382181,0.0004026615,0.0007728107,0.002435509,0.00163281,0.000653426,0.0002716757,0.0006885403],"category_scores_gemma":[0.0003751445,0.0004077303,0.0001539469,0.001996712,0.0001524696,0.002454255,0.0002939011,0.0003932602,0.0001471135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771302,"about_ca_system_score_gemma":0.001836096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.78831,"about_ca_topic_score_gemma":0.7166034,"domain_scores_codex":[0.9974644,0.00001586665,0.001033218,0.0004301552,0.0005652109,0.0004911611],"domain_scores_gemma":[0.9968071,0.00002117611,0.001059736,0.0002518534,0.00176165,0.00009846976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005882467,0.0003837098,0.9413437,0.0007600931,0.0004273085,0.00004533242,0.007240207,0.00004675614,0.00006632035,0.01369912,0.0273984,0.008530196],"study_design_scores_gemma":[0.003558029,0.00009359401,0.472254,0.003220612,0.001625802,0.0002328931,0.07422528,0.0004615494,0.0003809408,0.003197276,0.4392412,0.001508842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712693,0.00007915076,0.00001420189,0.008022204,0.001504199,0.002140868,0.000004147707,0.00004424136,0.01692169],"genre_scores_gemma":[0.983925,0.000005568188,0.00002793533,0.0005722953,0.0009776225,0.00006301725,0.00008557262,0.00002789836,0.01431512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4690897,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734495038130835,"score_gpt":0.2317714536382567,"score_spread":0.2144265032569483,"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."}}