{"id":"W2538170734","doi":"10.1021/acs.iecr.6b02814","title":"Modular Cross-Linked Chitosan Beads with Calcium Doping for Enhanced Adsorptive Uptake of Organophosphate Anions","year":2016,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Epichlorohydrin; Chitosan; Calcium; Glutaraldehyde; Chemistry; Adsorption; Calcium alginate; Phosphate; Bead; Nuclear chemistry; Desorption; Doping; Chromatography; Biochemistry; Materials science; Polymer chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005319363,0.0001986621,0.0002364975,0.00003947179,0.0001310063,0.00004294371,0.0004596441,0.0001808828,0.0003327152],"category_scores_gemma":[0.0003952151,0.0001483414,0.00006901105,0.0005259571,0.000247056,0.0001835136,0.0002840158,0.0003013608,0.00001503783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137864,"about_ca_system_score_gemma":0.00004818111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007691771,"about_ca_topic_score_gemma":0.000001307703,"domain_scores_codex":[0.9978735,0.00001486186,0.0003171115,0.0004725006,0.0006377262,0.000684323],"domain_scores_gemma":[0.9990762,0.0001655587,0.00009745598,0.0004113936,0.00005118358,0.0001981908],"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":[0.0002259199,0.00006475503,0.001146898,0.00003098843,0.00004061534,0.000004239348,0.00004435152,0.002779533,0.9938372,0.00004024592,0.0001386407,0.001646599],"study_design_scores_gemma":[0.001910622,0.0001323964,0.002456418,0.0001803625,0.000009741477,0.000001132155,0.00003329631,0.0004532194,0.9905491,0.00002357557,0.004048713,0.0002013515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963596,0.00002704132,0.001856943,0.0001530947,0.0001066949,0.0005866677,0.00005626494,0.0000535481,0.0008001585],"genre_scores_gemma":[0.9985021,0.00001690381,0.00017959,0.000003720352,0.0002035973,0.0001504266,0.00001016326,0.00003822779,0.0008952531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003910072,"threshold_uncertainty_score":0.6049187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0598034378572726,"score_gpt":0.3145103670155906,"score_spread":0.254706929158318,"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."}}