{"id":"W2174572247","doi":"10.1007/s11356-015-5829-0","title":"Assessment of factors limiting algal growth in acidic pit lakes—a case study from Western Australia, Australia","year":2015,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"Edith Cowan University; Australian Coal Industry’s Research Program","keywords":"Microcosm; Nutrient; Phosphorus; Environmental science; Acid mine drainage; Biomass (ecology); Sediment; Algal bloom; Water quality; Benthic zone; Environmental chemistry; Phytoplankton; Ecotoxicology; Ecology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.003059475,0.0001377434,0.0001609923,0.0002285983,0.0002519446,0.00006498157,0.0003244518,0.00006910884,0.0006218394],"category_scores_gemma":[0.0001029795,0.0001164163,0.00002339524,0.0006840146,0.001769467,0.0006066904,0.0005033061,0.0003063487,0.00005390447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549952,"about_ca_system_score_gemma":0.00004436693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02532723,"about_ca_topic_score_gemma":0.001709256,"domain_scores_codex":[0.9967504,0.0002541778,0.0003136121,0.0004899694,0.001720521,0.0004712936],"domain_scores_gemma":[0.9993225,0.00005431975,0.00008545845,0.0002166651,0.00001342868,0.0003076264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004989126,0.0002996447,0.9246515,0.000002239645,0.000002768748,0.0001548614,0.002849902,0.00002255138,0.07147896,0.00001739674,0.0001067019,0.0004084598],"study_design_scores_gemma":[0.000476399,0.0004412935,0.9575846,0.0000103028,0.000005195378,0.0000282628,0.0188613,0.000196681,0.02200644,0.0001386463,0.00009927144,0.0001515792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987987,0.0000103725,0.0000269392,0.0001215753,0.00004529612,0.0004856479,0.00002728818,0.00001268772,0.000471494],"genre_scores_gemma":[0.9993092,0.00001293964,0.000200127,0.00001568015,0.00002574412,0.00002397463,0.000007511441,0.000006362766,0.0003984697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04947251,"threshold_uncertainty_score":0.9811632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225614966642067,"score_gpt":0.4008061320765737,"score_spread":0.278244635412367,"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."}}