{"id":"W4408887148","doi":"10.3389/fsufs.2025.1520713","title":"Effects of multiple agroecological interventions on crop nutrient acquisition and performance","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Agroecology; Nutrient; Environmental science; Psychological intervention; Crop; Agroforestry; Agronomy; Agricultural engineering; Agriculture; Biology; Medicine; Ecology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004126233,0.0001260347,0.0003141941,0.00007055665,0.0001381306,0.00006668158,0.0001698887,0.000114917,0.000005106947],"category_scores_gemma":[0.0001233241,0.00005781185,0.00008715534,0.0002860941,0.00005942164,0.0001830028,0.0000919179,0.0001187694,0.000001689693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184008,"about_ca_system_score_gemma":0.00001078127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358872,"about_ca_topic_score_gemma":0.00001905247,"domain_scores_codex":[0.9987811,0.0001908087,0.0003893792,0.0002609888,0.00009745614,0.0002802275],"domain_scores_gemma":[0.9994185,0.0002299352,0.0001723421,0.00006138995,0.00007690325,0.00004095711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002800701,0.003259026,0.8102949,0.01942406,0.0005845336,0.00007974765,0.001494157,0.001110072,0.01305972,0.04848593,0.05049761,0.04890959],"study_design_scores_gemma":[0.002569418,0.009201814,0.8604372,0.004394082,0.00009286364,0.00001146042,0.03619909,0.009892782,0.004121073,0.0007564922,0.07169329,0.0006304075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933852,0.003007807,0.0005763649,0.0001506562,0.0008356366,0.000869072,0.000005464394,0.00002598882,0.001143823],"genre_scores_gemma":[0.9970856,0.00009678295,0.00003016287,0.00003222356,0.00005353195,0.0001343132,0.00000784113,9.014843e-7,0.002558652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05014237,"threshold_uncertainty_score":0.2357499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029287744018947,"score_gpt":0.2228953037993094,"score_spread":0.2126024263591199,"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."}}