{"id":"W4412435270","doi":"10.1016/j.jobab.2025.07.001","title":"Unveiling the potential of olive oil production residues as adsorbent materials for water treatment: A literature review","year":2025,"lang":"en","type":"review","venue":"Journal of Bioresources and Bioproducts","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior; European Commission; Musicians Emergency Fund","keywords":"Adsorption; Olive oil; Production (economics); Pulp and paper industry; Environmental science; Chemistry; Environmental chemistry; Organic chemistry; Engineering; Food science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899922,0.0009564899,0.001073213,0.004493194,0.0003868955,0.001299483,0.0006502957,0.0008709009,0.003210877],"category_scores_gemma":[0.0009585232,0.000358923,0.000805157,0.005124616,0.0003438258,0.001519923,0.0006062236,0.0008969461,0.000856837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108984,"about_ca_system_score_gemma":0.001948015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695781,"about_ca_topic_score_gemma":0.003300005,"domain_scores_codex":[0.9997404,0.00004089129,0.00004053277,0.0000542646,0.00009525215,0.00002865828],"domain_scores_gemma":[0.9993782,0.000319082,0.00009162433,0.00001526972,0.0001629102,0.00003294813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007102118,0.0001225309,0.0004033516,0.1253577,0.000269933,0.000393117,0.0002779229,0.0009798778,0.008166279,0.006755779,0.01709871,0.8401038],"study_design_scores_gemma":[0.000008691124,0.0001760655,0.001444282,0.01710878,0.0005964453,0.001105791,0.0002334364,0.0002712679,0.003226177,0.002191422,0.9735999,0.00003779341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004676878,0.9978673,0.0002499244,0.0001976934,0.0001133784,0.000006480202,0.00003204851,0.000005993127,0.00105951],"genre_scores_gemma":[0.001486375,0.9978102,0.0002207188,0.00008790271,0.00005117101,0.000004602207,0.00002823456,0.000001275908,0.0003094618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004493194,"threshold_uncertainty_score":0.01074141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959394661296324,"score_gpt":0.3036066222061417,"score_spread":0.2840126755931784,"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."}}