{"id":"W7015267947","doi":"","title":"On Single Well Forced Gradient Tracer Tests:
\\nImplications of Aquifer Physical Heterogeneity and Tracer Behaviour
\\n","year":2010,"lang":"en","type":"dissertation","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"TRACER; Aquifer; Sorption; Flow (mathematics); Groundwater; Environmental remediation; Mixing (physics); Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001360112,0.0006076897,0.0006664314,0.0005007307,0.000328387,0.0008385534,0.0009786796,0.0007036193,0.00436545],"category_scores_gemma":[0.001516675,0.0002937319,0.0003765115,0.0004506157,0.0006383735,0.0007725492,0.0007575543,0.0005273176,0.001175141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009659593,"about_ca_system_score_gemma":0.0006256617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640064,"about_ca_topic_score_gemma":0.009749644,"domain_scores_codex":[0.9988348,0.0002121287,0.00008815004,0.0002572526,0.0004857629,0.0001219289],"domain_scores_gemma":[0.9981572,0.0004902294,0.0003346679,0.0003637157,0.0005918221,0.00006233358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003246221,0.0001213572,0.003592255,0.0002514869,0.0000207413,0.000129994,0.0001098928,0.003155046,0.959231,0.0004961059,0.0004985518,0.03206903],"study_design_scores_gemma":[0.00001197364,0.0005358905,0.005007274,0.00001640371,0.00001744225,0.00007200732,0.00006006136,0.01235781,0.9785436,0.0001627968,0.003170534,0.00004415127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183067,0.0006441067,0.1668758,0.0002595226,0.0001535232,0.0007911201,0.002290669,0.001762272,0.008916226],"genre_scores_gemma":[0.8846883,0.0005818258,0.09909842,0.0002036109,0.00001896344,0.0006222158,0.001257765,0.000291827,0.01323709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004640064,"threshold_uncertainty_score":0.01460385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012000615785777,"score_gpt":0.2318429824090552,"score_spread":0.2217229762511974,"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."}}