{"id":"W4304633182","doi":"10.3390/polym14204265","title":"Chitosan-Hydroxyapatite Bio-Based Composite in Film Form: Synthesis and Application in Wastewater","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Adsorption; Composite number; Chitosan; Materials science; Chemical engineering; Aqueous solution; Nanocomposite; Langmuir adsorption model; Fourier transform infrared spectroscopy; Sorption; Nuclear chemistry; Composite material; Chemistry; 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":[0.0001211368,0.0003802797,0.0002434835,0.0002704449,0.0001393538,0.0003125699,0.0002507553,0.0004790542,0.0008046788],"category_scores_gemma":[0.0001310708,0.0001612931,0.0003299828,0.000229218,0.0001278753,0.0002072201,0.0001443326,0.0003929484,0.000280184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218426,"about_ca_system_score_gemma":0.0002383764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006077414,"about_ca_topic_score_gemma":0.001296847,"domain_scores_codex":[0.9999158,0.000007333774,0.000006920287,0.00002142059,0.00003607555,0.00001239629],"domain_scores_gemma":[0.9999187,0.00001724618,0.00001795515,0.00000670553,0.00002576161,0.00001362962],"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":[0.00001213402,0.000008756608,0.00003742662,0.00009083415,0.000003622367,0.00003269895,0.00000421025,0.0000519212,0.9979007,0.00001535212,0.00001122832,0.001831162],"study_design_scores_gemma":[0.000005883567,0.0001357809,0.0009832358,0.000005170862,0.00002003258,0.0002444976,0.00001044933,0.0003514954,0.9966174,0.000022704,0.001598033,0.000005195553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376004,0.0179035,0.03941141,0.000270828,0.0001277585,0.0001508457,0.0004249621,0.0002889541,0.003821248],"genre_scores_gemma":[0.9712806,0.004583948,0.01929068,0.00007681218,0.00002666753,0.00005316242,0.0002767617,0.00003257371,0.004378798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008046788,"threshold_uncertainty_score":0.002691984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005331438093763158,"score_gpt":0.1994518054155643,"score_spread":0.1941203673218011,"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."}}