{"id":"W2972793774","doi":"10.1002/pi.5918","title":"Crosslinking of polyamides using dianhydrides, diacid chloride and dialdehyde: a promising approach for water treatment","year":2019,"lang":"en","type":"article","venue":"Polymer International","topic":"Covalent Organic Framework Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Higher Education Commision, Pakistan","keywords":"Polyamide; Isophthalic acid; Polymer chemistry; Monomer; Freundlich equation; Adsorption; Oxalyl chloride; Thermal stability; Condensation polymer; Metal ions in aqueous solution; Materials science; Chemistry; Polymer; Metal; Organic chemistry; Terephthalic acid","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":[0.0001286168,0.000581201,0.0001356368,0.0002231913,0.00009383122,0.0001592713,0.0001922534,0.0002250491,0.0004974731],"category_scores_gemma":[0.00008977003,0.0001366756,0.000207761,0.0001298016,0.0001426001,0.0002722338,0.0001365334,0.0003354014,0.0002315621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590468,"about_ca_system_score_gemma":0.0001359458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001875471,"about_ca_topic_score_gemma":0.0003363405,"domain_scores_codex":[0.9999152,0.000011977,0.000007297275,0.0000258698,0.00002152228,0.00001805585],"domain_scores_gemma":[0.9999366,0.000007965025,0.00002662389,0.00000606331,0.00001057864,0.00001222775],"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":[0.000009858746,0.000005939592,0.00003303415,0.00003660221,0.00000196879,0.00002066225,0.0000067287,0.00003643323,0.9989255,0.00004154862,0.00000657389,0.0008750362],"study_design_scores_gemma":[0.00000201147,0.00005469314,0.0003389158,0.000002706001,0.000005098927,0.00007491903,0.000003631414,0.0001708039,0.9982497,0.00001568619,0.001079614,0.000002194063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945118,0.005690097,0.04573553,0.0001320044,0.00006368791,0.00008744837,0.0001881221,0.000272166,0.002713023],"genre_scores_gemma":[0.9718776,0.002598136,0.02241353,0.00006768035,0.00001935734,0.00005872828,0.0001878742,0.00003784211,0.002739367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000581201,"threshold_uncertainty_score":0.001664162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242590125838171,"score_gpt":0.2801530502887851,"score_spread":0.2577271490304033,"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."}}