{"id":"W6992331714","doi":"","title":"Legacy Forest Harvesting Impacts on Phosphorus Transport Dynamics in Hardwood Dominated Canadian Shield Catchments: Evaluating Changing Source Availability and Source Channel Connectivity","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Biogeochemical cycle; Watershed; Phosphorus; Hydrology (agriculture); Channel (broadcasting); Aquatic ecosystem; STREAMS; Threatened species; Nutrient","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002773826,0.0003661617,0.0003233841,0.0006940594,0.002338843,0.001077167,0.0007984138,0.0003089445,0.001590623],"category_scores_gemma":[0.000697116,0.0001726264,0.0003688264,0.001509633,0.001046141,0.0003604043,0.000683013,0.0003634387,0.0001371221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01633181,"about_ca_system_score_gemma":0.01348804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983873,"about_ca_topic_score_gemma":0.9940057,"domain_scores_codex":[0.9996841,0.00001454065,0.000007933951,0.00005728965,0.00007732321,0.0001587459],"domain_scores_gemma":[0.9995338,0.00003554103,0.0000712515,0.00001800354,0.0002087146,0.0001327434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003004116,0.0002180683,0.9790596,0.00006921204,0.00006300506,0.0003793243,0.002087675,0.001887243,0.005699825,0.0002459091,0.0007095442,0.00928025],"study_design_scores_gemma":[0.000007180237,0.00003334931,0.9949385,0.000008377737,0.00001738377,0.0000311195,0.002354441,0.001674064,0.0002655298,0.0000360517,0.000625169,0.000008814626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987929,0.00003449852,0.0000670946,0.00002581232,0.000001232306,0.0000272404,0.0003913076,0.000004370963,0.0006555567],"genre_scores_gemma":[0.9983728,0.00008693074,0.0002699656,0.00002956931,0.00000202121,0.00002190828,0.0004839925,0.000003749577,0.0007291295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01633181,"threshold_uncertainty_score":0.1184961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091895391042744,"score_gpt":0.2100262497018381,"score_spread":0.1991072957914107,"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."}}