{"id":"W7006641397","doi":"","title":"Urban phosphorus sustainability: how human diet, urban agriculture and socioecological context influence phosphorus cycling and management","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University; National Science Foundation","keywords":"Context (archaeology); Per capita; Cycling; Agriculture; Urbanization; Urban agriculture; Sustainability; Sustainable agriculture; Nutrient cycle","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001374022,0.001269475,0.001093623,0.0001611907,0.002162723,0.0004269448,0.0009210362,0.000929196,0.0001566958],"category_scores_gemma":[0.0003122088,0.001143594,0.0002727873,0.0005825793,0.0004823339,0.001126133,0.001342011,0.001484411,0.0001082977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539423,"about_ca_system_score_gemma":0.00001857718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012191,"about_ca_topic_score_gemma":0.001014506,"domain_scores_codex":[0.9937492,0.0002836023,0.0008800081,0.002364733,0.001372359,0.001350101],"domain_scores_gemma":[0.9972727,0.0001243469,0.0006977289,0.0008744785,0.0001968675,0.0008338584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004698525,0.004963701,0.1278086,0.004721777,0.002890783,0.002808971,0.001489225,0.0002970382,0.0113815,0.2130263,0.02184119,0.6040725],"study_design_scores_gemma":[0.00312181,0.001354331,0.2171425,0.0004073223,0.0008461517,0.00002051826,0.007601747,0.00002381501,0.003862165,0.04145061,0.7210665,0.003102531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625545,0.003064316,1.39291e-7,0.0001184744,0.0004087644,0.002457195,0.0002051119,0.0002484583,0.03094307],"genre_scores_gemma":[0.9762853,0.00284181,0.0001441192,0.000502589,0.00003248058,0.0004737475,0.0003895367,0.000123068,0.0192074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6992252,"threshold_uncertainty_score":0.9991363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008998983851673885,"score_gpt":0.2285435920390819,"score_spread":0.219544608187408,"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."}}