{"id":"W4403519693","doi":"10.1016/j.oneear.2024.09.013","title":"Sustainably feeding the planet through integrated management of blue and green food systems","year":2024,"lang":"en","type":"article","venue":"One Earth","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Planet; Business; Environmental science; Natural resource economics; Astrobiology; Economics; Ecology; Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001106395,0.0003725526,0.0001919455,0.0006370431,0.0008639466,0.003273362,0.000876768,0.000765063,0.002938244],"category_scores_gemma":[0.0009759371,0.0001064624,0.0002267355,0.0008583021,0.001590872,0.002033023,0.003140836,0.0006798033,0.0003903989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930976,"about_ca_system_score_gemma":0.003593516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933426,"about_ca_topic_score_gemma":0.02176831,"domain_scores_codex":[0.9995946,0.0001212303,0.000009952544,0.00005130428,0.00009389694,0.0001289524],"domain_scores_gemma":[0.9995564,0.00003818031,0.000110273,0.00005026549,0.00009878063,0.0001461202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004928332,0.0006501396,0.03816897,0.0007387643,0.0004195395,0.0004502494,0.004267625,0.02729842,0.08321094,0.1178793,0.0202495,0.7061737],"study_design_scores_gemma":[0.0001200987,0.001599757,0.115908,0.000985949,0.0004961466,0.0003812365,0.02403679,0.03559912,0.02046647,0.3349327,0.4653199,0.0001538417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7501786,0.005361215,0.05578241,0.0247971,0.000327707,0.0001433422,0.0003560575,0.0007232014,0.1623303],"genre_scores_gemma":[0.9788828,0.001838274,0.01093137,0.00113275,0.00005747101,0.00005362249,0.0001046497,0.00004718397,0.006951798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007933426,"threshold_uncertainty_score":0.01577455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925678074436542,"score_gpt":0.1989516725846755,"score_spread":0.1896948918403101,"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."}}