{"id":"W7125413010","doi":"10.48512/xcv8503341","title":"Fertilizing Southern Ontario: Tracing Phosphorusthrough Agribusiness Value Chains (WGF - Dissertation Fieldwork Grant)","year":2025,"lang":"en","type":"article","venue":"The Digital Archeological Record (tDAR)","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agribusiness; Context (archaeology); Scrutiny; Value (mathematics); Agriculture; Phosphorus; Fertilizer; Added value","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546346,0.0003501544,0.0003624225,0.00001438722,0.0005791948,0.0002772233,0.0006331064,0.0002158339,0.0003148898],"category_scores_gemma":[0.0002539916,0.0001028284,0.0002264116,0.0006314003,0.0001476414,0.00022292,0.0002480088,0.0004476127,0.00009593396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378405,"about_ca_system_score_gemma":0.00003403403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004740704,"about_ca_topic_score_gemma":0.01796732,"domain_scores_codex":[0.9980031,0.00009148418,0.0004648954,0.0005263552,0.0003163296,0.0005977951],"domain_scores_gemma":[0.9988505,0.0006822589,0.0001360136,0.0001217769,0.00009393162,0.0001155173],"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":[0.0008154513,0.0005117828,0.175132,0.00003278421,0.0001537514,0.0000407694,0.003354182,0.00009038026,0.001775734,0.02695777,0.001397495,0.7897379],"study_design_scores_gemma":[0.0002448767,0.0001850197,0.9078841,0.0001410244,0.00003233869,0.000008688544,0.002641804,0.00008521588,0.000947701,0.07678252,0.0105875,0.0004592377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867935,0.0001328127,0.0001725568,0.002120667,0.0003555411,0.0004436277,0.00002376765,0.000186628,0.009770957],"genre_scores_gemma":[0.9854099,0.00003118567,0.0001387486,0.0007367265,0.0001173135,0.0000593456,0.0001868723,0.000002094559,0.01331788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7892787,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645485713141629,"score_gpt":0.2253782350465696,"score_spread":0.2089233779151534,"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."}}