{"id":"W2959021034","doi":"10.2134/jeq2019.03.0135","title":"Future Phosphorus: Advancing New 2D Phosphorus Allotropes and Growing a Sustainable Bioeconomy","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Environment Research Council","keywords":"Sustainability; Circular economy; Commercialization; Agroecology; Natural resource economics; Stewardship (theology); Phosphorus; Business; Production (economics); Environmental science; Agriculture; Chemistry; Ecology; Economics; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417585,0.0006865357,0.0004972481,0.001045503,0.001473929,0.004010906,0.001367436,0.003095038,0.01432709],"category_scores_gemma":[0.001488367,0.000391325,0.0006377876,0.0008392516,0.004114546,0.01140498,0.004930571,0.003204613,0.003124961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763623,"about_ca_system_score_gemma":0.002885796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292263,"about_ca_topic_score_gemma":0.002938226,"domain_scores_codex":[0.9993683,0.0001089479,0.00002203148,0.000138852,0.0002405985,0.0001212257],"domain_scores_gemma":[0.9994426,0.0001910846,0.00005582632,0.00007060044,0.0001020217,0.0001378522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001784429,0.00012047,0.001118811,0.001668005,0.00005051515,0.0005666864,0.0008822102,0.003917755,0.02598111,0.67083,0.05084578,0.2438402],"study_design_scores_gemma":[0.00002354323,0.0001074971,0.000341385,0.0003813985,0.00002256723,0.0002780718,0.0008053072,0.002339779,0.006882638,0.2944995,0.6942732,0.00004503302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06665341,0.3384746,0.1128383,0.2116271,0.008758839,0.0001444006,0.001290162,0.001834014,0.2583792],"genre_scores_gemma":[0.4726005,0.334447,0.1074143,0.0268742,0.004089777,0.0003460894,0.001081783,0.0007422153,0.05240426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01432709,"threshold_uncertainty_score":0.04792887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004915688561643579,"score_gpt":0.2176311539849524,"score_spread":0.2127154654233088,"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."}}