{"id":"W4404676975","doi":"10.1016/j.seta.2024.104100","title":"A critical review of life cycle assessment of renewable agricultural systems","year":2024,"lang":"en","type":"review","venue":"Sustainable Energy Technologies and Assessments","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Life-cycle assessment; Agriculture; Renewable energy; Natural resource economics; Environmental science; Engineering; Economics; Production (economics); Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005826961,0.0004989808,0.001717304,0.0001368359,0.0001146929,0.00006882668,0.0005747516,0.0004297354,0.0001545082],"category_scores_gemma":[0.0003587359,0.0003424585,0.0003527206,0.0008087845,0.0007461806,0.0003103048,0.001911929,0.0003632515,0.000002893338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006834252,"about_ca_system_score_gemma":0.000212749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448196,"about_ca_topic_score_gemma":0.000006044037,"domain_scores_codex":[0.9970224,0.0001489176,0.00102554,0.0006336885,0.0005464585,0.0006230289],"domain_scores_gemma":[0.9985837,0.0001369005,0.0004584702,0.0006614294,0.00004470134,0.0001147476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003441148,0.0003722823,0.0001701641,0.5283635,0.0003248645,0.00008440219,0.000009633073,0.0001007439,0.000002308059,0.04612532,0.007211848,0.4172314],"study_design_scores_gemma":[0.0001342976,0.0004092118,0.0000723532,0.0400857,0.001287566,0.00003225166,0.006090221,0.000182589,0.000006772618,0.002874928,0.9481736,0.0006504907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005902096,0.9870041,0.00021422,0.00008231391,0.0001086851,0.0005137976,0.00003965456,0.0001263157,0.01185189],"genre_scores_gemma":[0.007105017,0.9894241,0.0004748138,0.00001457733,0.00001283373,0.0003194365,0.00004620148,0.00003747251,0.002565513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9409618,"threshold_uncertainty_score":0.9999027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606786559614941,"score_gpt":0.3333540540462775,"score_spread":0.3172861884501281,"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."}}