{"id":"W7053107054","doi":"","title":"Transport of Escherichia coli through soil / by Bruce Rosa.","year":2007,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sorption; Silt; Soil water; Freundlich equation; Montmorillonite; Cation-exchange capacity; Particle size","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":[0.0001017051,0.0002360582,0.00009709318,0.0001543406,0.0001989679,0.0003704524,0.0001371585,0.0002140689,0.004160159],"category_scores_gemma":[0.0001013123,0.00006562083,0.0001528271,0.0001314527,0.00006512597,0.0001328832,0.0001567399,0.0002544963,0.002589077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576843,"about_ca_system_score_gemma":0.0002921667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005509285,"about_ca_topic_score_gemma":0.005750285,"domain_scores_codex":[0.9999191,0.00001047112,0.00000368596,0.0000150176,0.00002312104,0.0000286066],"domain_scores_gemma":[0.999979,0.000004092209,0.000003799074,0.0000023718,0.000007264521,0.000003470682],"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":[0.0001409195,0.00008751854,0.001288371,0.0001269926,0.000004249006,0.0001327579,0.00005629167,0.0001516902,0.9786838,0.0003201647,0.001235938,0.0177714],"study_design_scores_gemma":[0.00002486248,0.000619049,0.02509296,0.0000746624,0.00001764386,0.000284666,0.0001750401,0.001946198,0.9428948,0.0002573507,0.02860006,0.00001273192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512629,0.00369882,0.003391253,0.0009524733,0.0001233773,0.0001244739,0.002224876,0.0001395855,0.03808233],"genre_scores_gemma":[0.9121761,0.00250753,0.003858556,0.0002169793,0.00001892896,0.00006295554,0.004441925,0.00003436787,0.07668271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005509285,"threshold_uncertainty_score":0.01391715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138770462184996,"score_gpt":0.2326477871487532,"score_spread":0.2187707409302536,"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."}}