{"id":"W83996816","doi":"10.2166/wqrj.2002.022","title":"Wastewater Sludge as a New Medium for Rhizobial Growth","year":2002,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rhizobia; Rhizobium; Wastewater; Sewage treatment; Pulp and paper industry; Chemistry; Biomass (ecology); Bradyrhizobium japonicum; Bradyrhizobium; Activated sludge; Rhizobiaceae; Biology; Food science; Agronomy; Bacteria; Environmental engineering; Nitrogen fixation; Inoculation; Symbiosis; Horticulture; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00441603,0.0001769697,0.0002598363,0.00005448734,0.0008534252,0.000533255,0.0007692638,0.0001646292,0.007079895],"category_scores_gemma":[0.0008998588,0.00005468048,0.0003318512,0.0002507929,0.0001423321,0.0003458127,0.0002036294,0.000701924,0.001353801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094209,"about_ca_system_score_gemma":0.00003348179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007827784,"about_ca_topic_score_gemma":0.0001117254,"domain_scores_codex":[0.9959044,0.000827748,0.0004931132,0.0003616938,0.00119339,0.001219643],"domain_scores_gemma":[0.9980584,0.000441982,0.0000661054,0.00009639021,0.0005111769,0.00082593],"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":[0.0001339346,0.0001205229,0.0009791496,0.00001310979,0.00005109365,0.00001887235,0.0008993649,2.465092e-8,0.8914129,0.0002232758,0.1019718,0.004176021],"study_design_scores_gemma":[0.0009442166,0.001057421,0.001990867,0.000035521,0.000015547,0.0002361733,0.0005004084,0.000006034632,0.9003599,0.02563973,0.06886494,0.0003491816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312368,0.0001025031,0.000002085168,0.06710223,0.0002626067,0.0002962673,0.0000235905,0.00004349744,0.0009303965],"genre_scores_gemma":[0.9842179,0.00003209753,0.000244128,0.0005836656,0.003018711,0.00002183533,0.00002382336,0.000003618177,0.01185418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06651857,"threshold_uncertainty_score":0.9994237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629353461993031,"score_gpt":0.352348195412984,"score_spread":0.1894128492136809,"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."}}