{"id":"W4220795504","doi":"10.2139/ssrn.4062889","title":"Integrated Modelling Approaches for Sustainable Agri-Economic Growth and Environmental Improvement: Examples from Canada, Greece, and Ireland","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental planning; Sustainable development; Geography; Environmental resource management; Regional science; Economics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910604,0.0008685398,0.000691882,0.001387851,0.002047231,0.00426122,0.002097704,0.001226974,0.00397693],"category_scores_gemma":[0.002081968,0.0002911865,0.001258929,0.005779617,0.001771741,0.001585055,0.00280753,0.001835271,0.00039934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03995925,"about_ca_system_score_gemma":0.02997696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8908803,"about_ca_topic_score_gemma":0.8988721,"domain_scores_codex":[0.9987729,0.0004097316,0.00005293092,0.0000851824,0.0003974937,0.0002815558],"domain_scores_gemma":[0.9991089,0.0002704035,0.00003620958,0.00006915029,0.000426448,0.00008895617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001675271,0.0002464512,0.007304068,0.0004130864,0.000205539,0.0004393061,0.002370664,0.6232678,0.0005488445,0.2785937,0.01309208,0.07335107],"study_design_scores_gemma":[0.0001770025,0.0001200643,0.01257374,0.0006059514,0.0002752078,0.0001746372,0.01014138,0.5753199,0.001726412,0.1562385,0.2424168,0.000230403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3076001,0.01316815,0.1317707,0.01812003,0.000366525,0.0004834452,0.003790541,0.0009403877,0.5237601],"genre_scores_gemma":[0.9047049,0.009732677,0.04706155,0.0003571771,0.00002732291,0.000196482,0.001573112,0.0002484928,0.03609836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1091197,"threshold_uncertainty_score":0.289926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132547602795368,"score_gpt":0.1535136963112432,"score_spread":0.1421882202832895,"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."}}