{"id":"W4238929198","doi":"10.22215/etd/2000-04654","title":"Accounting for the relationship of agricultural land to economic and ecological welfare; conceptual framework and case study in the Grand River basin of Ontario, Canada.","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Structural basin; Conceptual framework; Geography; Welfare; Drainage basin; Environmental resource management; Ecology; Accounting; Environmental science; Economics; Sociology; Social science; Archaeology; Geology; Cartography","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":[0.001511532,0.0004417247,0.0004675326,0.001195648,0.002525925,0.00361824,0.001645732,0.001011706,0.002859336],"category_scores_gemma":[0.004415009,0.0002502426,0.0005606194,0.0039412,0.002455632,0.001344895,0.001198133,0.0008147578,0.00009746786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05493449,"about_ca_system_score_gemma":0.06410496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880185,"about_ca_topic_score_gemma":0.9951698,"domain_scores_codex":[0.9992686,0.0002535096,0.00002389181,0.00006669373,0.0001000923,0.0002872435],"domain_scores_gemma":[0.998599,0.0006972044,0.0001741556,0.00005068989,0.0003115048,0.0001673845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001881573,0.0002753913,0.3768023,0.0005921267,0.0003232918,0.001946381,0.007725537,0.220461,0.001097935,0.3001659,0.01663825,0.07378363],"study_design_scores_gemma":[0.00008444655,0.0001947155,0.4718664,0.0007101801,0.000717446,0.0005484772,0.04444825,0.3157148,0.0009670408,0.113401,0.05118906,0.000158284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261398,0.004157355,0.01158994,0.008809189,0.00003907452,0.0004272625,0.003209621,0.00007986594,0.04554788],"genre_scores_gemma":[0.9896594,0.001445925,0.003644508,0.00007587126,0.000008168169,0.00004614543,0.0002496341,0.00001173746,0.004858665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05493449,"threshold_uncertainty_score":0.3985795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367996292354248,"score_gpt":0.2556344615958512,"score_spread":0.2319544986723087,"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."}}