{"id":"W7038979870","doi":"","title":"Land Based Solutions to Eutrophication -Exploring the use of ACPF in a Canadian context","year":2020,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Toolbox; Eutrophication; Geospatial analysis; Water quality; Context (archaeology); Land reclamation; Agriculture; Watershed management","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":[0.002288515,0.000532016,0.0003474345,0.002668792,0.00832234,0.004781156,0.002400976,0.0008045025,0.004321628],"category_scores_gemma":[0.007041272,0.0002940082,0.0005995996,0.00588239,0.00328399,0.001561208,0.003007563,0.000833668,0.0001962968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1087793,"about_ca_system_score_gemma":0.1208466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960252,"about_ca_topic_score_gemma":0.9987811,"domain_scores_codex":[0.9976731,0.0004859117,0.00006986674,0.0002488809,0.0008329523,0.0006893344],"domain_scores_gemma":[0.9963761,0.0005251366,0.0001633616,0.0001816993,0.002142933,0.0006107865],"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":[0.000410621,0.0004555245,0.1941335,0.001457534,0.0002201788,0.003599681,0.04805385,0.08907617,0.0103139,0.1797314,0.0413866,0.4311609],"study_design_scores_gemma":[0.0001175811,0.0003649233,0.3123842,0.0009599213,0.0002984001,0.0006462911,0.1339741,0.1069863,0.004014991,0.02763003,0.4121774,0.0004458101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792493,0.002352047,0.01868443,0.01855098,0.00008832941,0.0005323748,0.003624952,0.0005667236,0.1631071],"genre_scores_gemma":[0.9474603,0.001870454,0.03975748,0.0005823451,0.000009019031,0.0001070342,0.0008273025,0.00009620024,0.009289782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087793,"threshold_uncertainty_score":0.7892526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08050458944311031,"score_gpt":0.2014633942613279,"score_spread":0.1209588048182176,"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."}}