{"id":"W4407122070","doi":"10.1016/j.envres.2025.121022","title":"Comparative study on the impact of physicochemical characteristics of the activated carbons derived from biochar/hydrochar on the adsorption performances","year":2025,"lang":"en","type":"article","venue":"Environmental Research","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Biochar; Adsorption; Activated carbon; Chemistry; Chemical engineering; Environmental chemistry; Pyrolysis; Organic 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":[0.0003564678,0.0004180128,0.0004432382,0.0004314195,0.0002272942,0.0004366881,0.0002319112,0.0004012113,0.001708507],"category_scores_gemma":[0.0006081829,0.0001606089,0.0005500905,0.0004813956,0.0001860864,0.0004706404,0.0001742562,0.0004066407,0.0002662016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536709,"about_ca_system_score_gemma":0.0001684356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007089478,"about_ca_topic_score_gemma":0.001517136,"domain_scores_codex":[0.9996927,0.00004596689,0.00002937967,0.00004694669,0.000121493,0.00006350566],"domain_scores_gemma":[0.9994681,0.0001821216,0.00004676587,0.00003117626,0.0002242282,0.00004747669],"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":[0.0004728013,0.00007982309,0.0008693796,0.0002000712,0.00004419897,0.00007982674,0.00003555819,0.0004027183,0.9927261,0.00004338122,0.00005163645,0.004994608],"study_design_scores_gemma":[0.000007752194,0.0006749611,0.01142921,0.00000810946,0.00006804508,0.000103684,0.00007665317,0.001041522,0.9858218,0.00002566803,0.0007276803,0.00001492675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975061,0.001006497,0.0005054791,0.000023496,0.00002126419,0.000010915,0.0002102711,0.00001230214,0.0007037751],"genre_scores_gemma":[0.9974788,0.000645839,0.0006241731,0.00002031786,0.00001036954,0.000008063785,0.0002597879,0.00001007976,0.0009426135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708507,"threshold_uncertainty_score":0.005715549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657568790333846,"score_gpt":0.33480214277408,"score_spread":0.2882264548707416,"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."}}