{"id":"W3004035840","doi":"10.1111/sum.12578","title":"The need to prioritize sustainable phosphate‐based fertilizers","year":2020,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Phosphate; Phosphate fertilizer; Nutrient; Environmental science; Phosphorite; Sustainable agriculture; Sustainable development; Environmental chemistry; Natural resource economics; Chemistry; Sustainability; Ecology; Biology","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":[0.0001969027,0.0001425718,0.0001032869,0.00001882665,0.0003814312,0.0002360117,0.000252216,0.00001890174,0.00009834373],"category_scores_gemma":[0.0000225274,0.0001059288,0.00004233337,0.0003405374,0.00006776567,0.0001748781,0.0006862846,0.00005385758,0.000227803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008058227,"about_ca_system_score_gemma":0.000003192298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829908,"about_ca_topic_score_gemma":0.00003698448,"domain_scores_codex":[0.9987509,0.0000229331,0.0001496897,0.0003490766,0.0002882937,0.0004391105],"domain_scores_gemma":[0.999449,0.00002668371,0.0000332294,0.0002564802,0.000007193253,0.0002273695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001303508,0.0003170007,0.0389924,0.0003619753,0.0002324446,0.0004693694,0.00206322,0.007452756,0.0003171855,0.05693782,0.8018925,0.08965983],"study_design_scores_gemma":[0.0006042995,0.0001214917,0.0234593,0.000008835897,0.00003537494,1.079419e-7,0.001404143,0.00133475,0.0005348516,0.0004160094,0.971903,0.0001778201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90113,0.0004840166,0.002878337,0.05467329,0.0002432909,0.003041086,0.000004307027,0.0002562432,0.03728944],"genre_scores_gemma":[0.9800779,0.0006835565,0.0004366555,0.01177634,0.00001828591,0.0001267568,0.000002792269,0.0000177882,0.006859977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700105,"threshold_uncertainty_score":0.4319649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121881947248489,"score_gpt":0.2013999882370715,"score_spread":0.1892117935122226,"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."}}