{"id":"W4406030421","doi":"10.1088/2053-1591/ada5c4","title":"Effect of pretreatment type on the physico-chemical properties of activated carbons derived from an invasive weed Prosopis juliflora: potential applications","year":2025,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Adsorption, diffusion, and thermodynamic properties of materials","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Science and Technology, Ministry of Science and Technology, India; Mitacs; Auburn University","keywords":"Prosopis juliflora; Weed; Activated carbon; Chemistry; Biology; Agronomy; Organic chemistry; Adsorption","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001406167,0.0004577891,0.0002443952,0.0003568659,0.0001622083,0.0002990459,0.0001583515,0.0002483243,0.0006694956],"category_scores_gemma":[0.0002609665,0.0001166154,0.0002550655,0.0002954342,0.0001560002,0.0002033661,0.0001206462,0.0002832191,0.0001194834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331865,"about_ca_system_score_gemma":0.0001803546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009247529,"about_ca_topic_score_gemma":0.0021369,"domain_scores_codex":[0.9998862,0.00001595935,0.000008635546,0.00002230001,0.00004399303,0.00002303357],"domain_scores_gemma":[0.9998388,0.00004423854,0.00004052709,0.00001003162,0.00004024486,0.00002610604],"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":[0.00008230357,0.00001554217,0.0003813435,0.00006622775,0.000007322301,0.00004405884,0.00001030266,0.00007949598,0.9983677,0.00000500434,0.000006405204,0.0009341183],"study_design_scores_gemma":[0.000005216798,0.0003662527,0.02368537,0.000007346909,0.0000380547,0.00009476797,0.00006882672,0.0003989383,0.9746679,0.00001452876,0.0006452139,0.000007493343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982749,0.0007691602,0.0003868134,0.00002734514,0.000009293622,0.00001701445,0.0001335922,0.00001111607,0.0003706742],"genre_scores_gemma":[0.9976643,0.0007050547,0.0009463669,0.00002275075,0.000004501378,0.00001413927,0.000183126,0.000008015824,0.0004517082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009247529,"threshold_uncertainty_score":0.002239704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596227494967597,"score_gpt":0.3006427360935581,"score_spread":0.2746804611438821,"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."}}