{"id":"W2015720349","doi":"10.1071/sr08228","title":"Soil quality and plant yield under dryland and irrigated winter forage crops grazed by sheep or cattle","year":2009,"lang":"en","type":"article","venue":"Soil Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Agronomy; Grazing; Environmental science; Forage; Soil compaction; Bulk density; Tillage; Soil quality; Irrigation; Soil water; Biology; Soil science","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":[0.0009803814,0.0001390865,0.0001999167,0.00002460927,0.0003014503,0.0001846588,0.0001787449,0.0001534392,0.0001715544],"category_scores_gemma":[0.0002083643,0.00005178497,0.00004102039,0.0003016569,0.0002333734,0.00008434617,0.0001091345,0.0003332793,0.0000129241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958326,"about_ca_system_score_gemma":0.00002039447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486403,"about_ca_topic_score_gemma":0.01471758,"domain_scores_codex":[0.9983135,0.0001982501,0.0001950772,0.000371883,0.0004285793,0.000492666],"domain_scores_gemma":[0.9989719,0.0005669931,0.00003284229,0.00008311246,0.0001032369,0.0002419045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003137078,0.0007839006,0.08997143,0.0001000226,0.0001538759,0.0001158869,0.001067181,0.000005844721,0.7478258,0.002412136,0.03913639,0.1152905],"study_design_scores_gemma":[0.001168378,0.001710144,0.9611331,0.000077796,0.00001876083,0.00005882793,0.001906728,0.001621964,0.01726349,0.01222648,0.002195718,0.0006185683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992801,0.0003975253,9.317788e-7,0.004541131,0.0000332576,0.0001567495,0.000100588,0.00004468368,0.001924117],"genre_scores_gemma":[0.9972021,0.0002150364,0.000007429152,0.0005191339,0.00007313355,0.000008231841,0.00007841066,0.000001584669,0.001894917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8711617,"threshold_uncertainty_score":0.8212757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085208639333658,"score_gpt":0.349011575651588,"score_spread":0.2404907117182222,"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."}}