{"id":"W7027356027","doi":"","title":"Cultivating agricultural-riparian shrub willow to improve the sustainability of potato production systems in Prince Edward Island, Canada","year":2022,"lang":"en","type":"article","venue":"IslandScholar (University of Prince Edward Island)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Willow; Shrub; Short rotation coppice; Salix viminalis; Bioenergy; Agriculture; Biomass (ecology); Sustainability; Cropping system; Soil quality","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":[0.0001536453,0.0001450096,0.0001103819,0.000327445,0.001304206,0.0007688902,0.0006227478,0.00009686374,0.001202863],"category_scores_gemma":[0.0002512371,0.0001262032,0.0001120536,0.0004735971,0.0004194471,0.0001740438,0.0004414397,0.0001695101,0.00012695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008400456,"about_ca_system_score_gemma":0.01462598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9357323,"about_ca_topic_score_gemma":0.987569,"domain_scores_codex":[0.9999024,0.000007887787,0.000003026852,0.00001882671,0.00002630569,0.0000415881],"domain_scores_gemma":[0.9997215,0.00002056132,0.00002476297,0.000009971213,0.0001184932,0.0001047278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005468323,0.0004167987,0.7138984,0.000480655,0.0001700581,0.002571922,0.0100874,0.006283357,0.1123886,0.001578892,0.004520286,0.1470567],"study_design_scores_gemma":[0.0000160356,0.0001788941,0.9704391,0.0000412919,0.00003288403,0.000122984,0.01118942,0.002120344,0.003677632,0.0001088954,0.01205217,0.00002022035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959878,0.0001319458,0.000223642,0.00006926971,0.00000164165,0.0000462419,0.0001579255,0.00001393274,0.003367398],"genre_scores_gemma":[0.9937856,0.0003111596,0.001797227,0.0000450987,8.946691e-7,0.0000275342,0.0003391541,0.000006727184,0.003686569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06426769,"threshold_uncertainty_score":0.1292923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005770208919061773,"score_gpt":0.1802014152791348,"score_spread":0.174431206360073,"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."}}