{"id":"W2122862480","doi":"10.5539/enrr.v4n2p20","title":"Quality Change of Mine Soils From Different Sources in Response to Amendments - A Laboratory Study","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosolids; Soil water; Germination; Environmental science; Revegetation; Soil quality; Shoot; Soil conditioner; Agronomy; Soil pH; Land reclamation; Soil science; Environmental engineering; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002520713,0.0001558751,0.0002826095,0.0002715857,0.000132081,0.0000460375,0.0002877674,0.00005297673,0.0004406558],"category_scores_gemma":[0.0003451814,0.0001107036,0.00002405466,0.0002808113,0.0001663087,0.0001086366,0.0001541323,0.0003255324,0.00006969514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001625289,"about_ca_system_score_gemma":0.000007419184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125954,"about_ca_topic_score_gemma":0.002605669,"domain_scores_codex":[0.996353,0.001498777,0.0002888861,0.0004839163,0.0009626895,0.0004127786],"domain_scores_gemma":[0.9985662,0.0008641399,0.00005648952,0.0003101801,0.00001865783,0.0001843848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001759553,0.0001588312,0.9547018,0.0000143194,0.00001367864,0.000005550801,0.00628753,0.00001775436,0.007669907,7.449454e-7,0.00004920715,0.02932113],"study_design_scores_gemma":[0.0006251028,0.0008527649,0.9875708,0.00002209635,0.000003282467,1.066593e-7,0.001577365,0.0001417442,0.0009964564,0.00003715798,0.008036805,0.0001363013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962686,0.002156713,2.882979e-7,0.0008156741,0.00005589573,0.0005485818,0.00006545627,0.000008034157,0.00008071789],"genre_scores_gemma":[0.9990821,0.00009097149,0.00003705245,0.00006552603,0.0001369744,0.00001028921,0.00002358687,0.000004506366,0.0005489172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03286902,"threshold_uncertainty_score":0.926065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0603378663732405,"score_gpt":0.3057958196969066,"score_spread":0.2454579533236661,"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."}}