{"id":"W2598808606","doi":"10.2134/cs2015-48-2-6","title":"The Potato Sustainability Initiative: Promoting, tracking, and reporting progress","year":2015,"lang":"en","type":"article","venue":"Crops & Soils","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Work (physics); Integrated pest management; Best practice; Agricultural science; Marketing; Engineering; Management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255926,0.00009834805,0.0001346461,0.000002809137,0.0004678252,0.0001964066,0.0001306534,0.00005014388,0.000003834053],"category_scores_gemma":[0.001264592,0.00002757517,0.00003954682,0.000136601,0.0002298029,0.00009421498,0.00006680616,0.0001022858,0.000001932113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002828003,"about_ca_system_score_gemma":0.00003346285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003839796,"about_ca_topic_score_gemma":0.0003169214,"domain_scores_codex":[0.9988517,0.0001006885,0.0003536905,0.0002387672,0.0001640798,0.000291095],"domain_scores_gemma":[0.9990352,0.0001220041,0.0004058772,0.00005832894,0.0002548939,0.0001237193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005788639,0.0001052131,0.4851775,0.00004275634,0.00001675625,0.0001767856,0.001221461,9.463611e-7,0.01487349,0.0006098475,0.0008716531,0.4968457],"study_design_scores_gemma":[0.00009271705,0.0001300533,0.9602924,0.00003013805,0.000008173066,0.00006302784,0.002447736,0.00005986375,0.001546735,0.003380242,0.03179144,0.0001574913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954841,0.001528764,8.658544e-7,0.001857599,0.00006024755,0.0002294763,0.00001111359,0.0000515591,0.0007762628],"genre_scores_gemma":[0.999481,0.00002575654,0.00003276,0.0000390566,0.0001143859,0.00002016888,0.000007267962,7.192304e-7,0.0002789311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4966882,"threshold_uncertainty_score":0.3598181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05338572690028236,"score_gpt":0.2895519535963486,"score_spread":0.2361662266960662,"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."}}