{"id":"W3211093429","doi":"10.3390/microorganisms9112224","title":"Does Addition of Phosphate and Ammonium Nutrients Affect Microbial Activity in Froth Treatment Affected Tailings?","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Institute for Oil Sands Innovation, University of Alberta","keywords":"Chemistry; Methanogenesis; Ammonium; Phosphate; Environmental chemistry; Nitrate; Nutrient; Mineralization (soil science); Inorganic chemistry; Methane; Nitrogen; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008993818,0.0001286868,0.0001848345,0.00003676668,0.00004783722,0.00001749025,0.00006001639,0.00008288614,0.0008934872],"category_scores_gemma":[0.00002205105,0.00008977063,0.00004004879,0.0002118539,0.00008973699,0.0001185767,0.00008375027,0.00006078319,0.00002309125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156079,"about_ca_system_score_gemma":0.00001503493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447014,"about_ca_topic_score_gemma":0.0005672163,"domain_scores_codex":[0.9992391,0.00007619277,0.0001398821,0.0002832141,0.00009707831,0.0001644985],"domain_scores_gemma":[0.9996789,0.00003030411,0.00008715463,0.0001498022,0.000009516466,0.00004436331],"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":[0.00002806911,0.0002755021,0.004485658,0.00001388121,0.000007203902,0.00001993413,0.0004543983,0.000001208684,0.9901363,0.000003555682,0.0002422344,0.0043321],"study_design_scores_gemma":[0.0006794104,0.0001092245,0.02336414,0.00002280055,0.00001184402,0.000004397145,0.00005138747,0.00001130924,0.9745857,0.0001204009,0.0009285878,0.0001108138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989261,0.00005018193,0.00028742,0.0001279892,0.00007848539,0.0002820384,0.00004133472,0.00003636371,0.0001700668],"genre_scores_gemma":[0.9978281,0.0001713354,0.001388065,0.00004170715,0.00002075722,0.00001621623,0.00004782008,0.00001228299,0.0004736851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01887848,"threshold_uncertainty_score":0.9783059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004319664790364777,"score_gpt":0.2084401757419801,"score_spread":0.2041205109516153,"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."}}