{"id":"W7110500739","doi":"","title":"Reallocating Sediment for Treatment","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macrophyte; Practicum; Sediment; Eutrophication; Contamination; Natural (archaeology); Bioaccumulation; Hydrology (agriculture)","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":[0.0008622122,0.0008849491,0.0003931622,0.0006937638,0.001446688,0.001993178,0.001305344,0.001003291,0.005174104],"category_scores_gemma":[0.001002461,0.0002931159,0.0004383184,0.0006400772,0.0008800006,0.001135146,0.001359533,0.0007711811,0.002355106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731301,"about_ca_system_score_gemma":0.002165931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007239855,"about_ca_topic_score_gemma":0.02780196,"domain_scores_codex":[0.9991065,0.0001849749,0.00006201805,0.0001902678,0.0003470009,0.000109284],"domain_scores_gemma":[0.9994635,0.00008013692,0.0001008169,0.00010841,0.0002069888,0.00004016757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004545251,0.0002091392,0.007942203,0.001473377,0.00004483967,0.0006509501,0.001696586,0.006290694,0.5536988,0.006020592,0.005619781,0.4158986],"study_design_scores_gemma":[0.0001387791,0.002184359,0.0138333,0.0004864509,0.0002135883,0.001211933,0.002882967,0.01020517,0.6304874,0.005317647,0.3328689,0.0001695118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.51316,0.007396729,0.3897709,0.005203689,0.001247541,0.002504629,0.001111634,0.003197323,0.07640762],"genre_scores_gemma":[0.67744,0.003497686,0.2730981,0.001622685,0.0001237359,0.0006479103,0.0006871116,0.0003246441,0.04255811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007239855,"threshold_uncertainty_score":0.01730907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537502705141414,"score_gpt":0.2082217271119522,"score_spread":0.192846700060538,"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."}}