{"id":"W2140248588","doi":"10.6000/1927-5129.2013.09.66","title":"Biosorption of Heavy Metals from Acid Mine Drainages onto Pig Bristles, Poultry Feathers and Crustacean Shells Industrial Biowastes","year":2013,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosorption; Feather; Chemistry; Bioremediation; Adsorption; Aqueous solution; Metal ions in aqueous solution; Environmental chemistry; Metal; Chitin; Nuclear chemistry; Contamination; Sorption; Biology; Ecology; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009141948,0.0001931694,0.0003642148,0.0001498069,0.0001598079,0.0001289143,0.0003924932,0.0001245333,0.002655808],"category_scores_gemma":[0.00005356517,0.00013432,0.0001161839,0.0004536635,0.001075179,0.0005787021,0.0001130571,0.000196859,0.00009486897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007804534,"about_ca_system_score_gemma":0.000046492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250715,"about_ca_topic_score_gemma":0.00002873476,"domain_scores_codex":[0.9979616,0.00007360324,0.0006121992,0.0002885959,0.0007945842,0.0002694379],"domain_scores_gemma":[0.9988225,0.00009380664,0.0007148924,0.0001345467,0.00002878332,0.0002054525],"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":[0.00006156442,0.0001129647,0.01068127,0.000004106192,0.00003002142,0.000002111848,0.0003991471,0.00007894817,0.9669601,0.0002229397,0.002767486,0.01867936],"study_design_scores_gemma":[0.005852534,0.001986653,0.1699128,0.00026761,0.0003314466,0.0002310674,0.03090615,0.001186268,0.7595102,0.0114001,0.01695752,0.001457652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940618,0.0002203059,0.0002078138,0.001367846,0.0002015258,0.0002180202,0.00002102205,0.00001225633,0.003689377],"genre_scores_gemma":[0.9964259,0.00007290328,0.002814883,0.0002025711,0.0001562502,0.000001770433,0.000001823863,0.000007827573,0.0003160845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074499,"threshold_uncertainty_score":0.9982559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341104712347385,"score_gpt":0.2264907877181521,"score_spread":0.2030797405946783,"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."}}