{"id":"W1886418861","doi":"10.4141/cjss11503","title":"Mitigation of Phosphorus Losses from Agriculture","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Phosphorus; Agriculture; Environmental science; Agronomy; Natural resource economics; Agricultural engineering; Chemistry; Economics; Geography; Biology; Engineering; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504296,0.0005985538,0.0002671456,0.0006512565,0.0005601056,0.001065075,0.0006820637,0.0006654946,0.004141171],"category_scores_gemma":[0.0008232155,0.0000820858,0.0003421302,0.0007809377,0.0005058718,0.0006141771,0.001146769,0.0004834021,0.0004671071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002086579,"about_ca_system_score_gemma":0.007275044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0351194,"about_ca_topic_score_gemma":0.07008231,"domain_scores_codex":[0.9994424,0.00008309422,0.000018884,0.00005778037,0.0002141552,0.0001838168],"domain_scores_gemma":[0.9996828,0.00003389691,0.00005882977,0.00003068907,0.0001433407,0.00005044411],"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":[0.001275831,0.0006688865,0.01821171,0.0009641129,0.0003989893,0.001195398,0.0004029075,0.07265689,0.09680048,0.08825923,0.02231661,0.696849],"study_design_scores_gemma":[0.0005187608,0.002028373,0.1758866,0.0007710885,0.0007905851,0.002051216,0.002628061,0.05691504,0.08725826,0.129434,0.5415648,0.0001531116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6541427,0.01110521,0.03736436,0.02570735,0.0006642529,0.0002235666,0.001727334,0.0007636267,0.2683016],"genre_scores_gemma":[0.9797282,0.002603917,0.003440081,0.000527798,0.00009907503,0.00002501449,0.0002005176,0.00001884904,0.01335669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0351194,"threshold_uncertainty_score":0.06982994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008905532674431227,"score_gpt":0.1729439975185241,"score_spread":0.1640384648440929,"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."}}