{"id":"W2009842410","doi":"10.1021/la035064c","title":"Adsorption of Modified Starches on Pulp Fibers","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Adsorption; Starch; Cationic polymerization; Amylose; Chemistry; Chemical engineering; Amylopectin; Desorption; Ether; Pulp (tooth); Polymer chemistry; Chromatography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375607,0.0000753398,0.0001300673,0.00004756116,0.00005075649,0.000008419467,0.00009861086,0.00002746001,0.0001862878],"category_scores_gemma":[0.0001617555,0.00005957379,0.0000311316,0.00009863385,0.0001006305,0.00006713418,0.00002773345,0.00005938328,0.0001282274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830781,"about_ca_system_score_gemma":0.00001722003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001972535,"about_ca_topic_score_gemma":0.000006176217,"domain_scores_codex":[0.9991575,0.00008362316,0.0001175679,0.0001598177,0.0002574086,0.00022407],"domain_scores_gemma":[0.9996053,0.00010085,0.00004931683,0.0001644205,0.00004296796,0.00003714862],"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":[0.00004150221,0.00004705833,0.000102214,0.0000452228,0.000006125846,0.000003005167,0.0004159868,0.0003207571,0.9813896,0.01683039,0.0003638804,0.000434197],"study_design_scores_gemma":[0.0002703342,0.0001111906,0.001121426,0.00001921549,0.000003654906,0.000001014931,0.0002515554,0.00003932084,0.9901477,0.004363926,0.003576163,0.00009451878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822646,0.0001554114,0.0006481431,0.00009016578,0.00007228198,0.0001144461,0.00001750854,0.00004240584,0.01659498],"genre_scores_gemma":[0.9976826,0.00003231419,0.001277703,0.00002672243,0.00002293446,0.00001503955,0.000003089094,0.000008441741,0.0009312107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566377,"threshold_uncertainty_score":0.2429349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925402318170338,"score_gpt":0.3078184181694267,"score_spread":0.2585643949877233,"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."}}