{"id":"W7045333447","doi":"","title":"Application of neural network in metal adsorption using biomaterials (BMs): a review","year":2023,"lang":"en","type":"other","venue":"Open Research Online (The Open University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Adsorption; Process (computing); Metal-organic framework; Artificial neural network; Metal; Environmental remediation; Biomaterial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004929789,0.0007735754,0.0007685573,0.001189968,0.000191723,0.000868669,0.0005566454,0.0009285269,0.001779565],"category_scores_gemma":[0.0006911011,0.0002765863,0.0006870584,0.001613526,0.0003142764,0.000996961,0.0004084031,0.000678183,0.0005655502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722722,"about_ca_system_score_gemma":0.0005416116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708964,"about_ca_topic_score_gemma":0.001515412,"domain_scores_codex":[0.9998466,0.00002672437,0.00002187579,0.00004336535,0.00004834485,0.00001300555],"domain_scores_gemma":[0.9997292,0.0001480701,0.00002787539,0.00000838996,0.00007545559,0.0000110091],"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":[0.00006233825,0.0001115924,0.0007426825,0.008234829,0.0001878369,0.0001842147,0.00009262057,0.0089152,0.002917868,0.008178158,0.008767789,0.9616048],"study_design_scores_gemma":[0.00003248803,0.0008495636,0.00532092,0.007185985,0.0008994419,0.001864049,0.0002812,0.05851533,0.01210749,0.01710477,0.8956002,0.0002386231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00237818,0.9804509,0.01203404,0.0005588046,0.000342069,0.00001697037,0.0000408193,0.00005171768,0.004126541],"genre_scores_gemma":[0.01674918,0.973988,0.006513487,0.0002209982,0.0004044902,0.00002812102,0.00007483636,0.0000125231,0.002008398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001779565,"threshold_uncertainty_score":0.005953193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137967599351537,"score_gpt":0.4021562116515249,"score_spread":0.2883594517163711,"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."}}