{"id":"W3092914702","doi":"","title":"Recovery of strategic metals from urban soils","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Soil water; Environmental science; Environmental chemistry; Earth science; Environmental planning; Business; Geology; Soil science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062643,0.0003903612,0.0004299226,0.0007162027,0.0005365067,0.001195333,0.0003665682,0.0008040718,0.005328496],"category_scores_gemma":[0.0002908752,0.0001348785,0.0002983325,0.0005918068,0.0003109192,0.000424835,0.0006396275,0.0004447467,0.001436848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578894,"about_ca_system_score_gemma":0.0007379038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005406418,"about_ca_topic_score_gemma":0.009236887,"domain_scores_codex":[0.9998108,0.00001767394,0.000007093772,0.00004962968,0.00005728663,0.00005751348],"domain_scores_gemma":[0.9998664,0.00002428859,0.00001549108,0.00001495227,0.00005976597,0.0000191451],"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":[0.001391454,0.0001928461,0.009247209,0.001053611,0.00008025082,0.001154806,0.0005687366,0.008805624,0.9107011,0.001566121,0.003439158,0.06179911],"study_design_scores_gemma":[0.000061203,0.0004079048,0.01096557,0.00007221041,0.00006581281,0.0003167571,0.002127794,0.006014688,0.9468032,0.002515066,0.03062374,0.00002611584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784986,0.001610548,0.006554353,0.0009046288,0.0001448725,0.0000580951,0.0008044565,0.0001324499,0.01129187],"genre_scores_gemma":[0.9785171,0.001184064,0.001037022,0.0001057533,0.0000291164,0.00001091658,0.0003167318,0.00003626889,0.01876301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005406418,"threshold_uncertainty_score":0.0178256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199954434479059,"score_gpt":0.2432951565627448,"score_spread":0.2112956122179542,"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."}}