{"id":"W1964589341","doi":"10.1021/ma062608j","title":"Carboxymethyl Cellulose:Polyvinylamine Complex Hydrogel Swelling","year":2007,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swelling; Carboxymethyl cellulose; Chemistry; Polyelectrolyte; Polymer chemistry; Polymer; Ionic bonding; Ionic strength; Sodium; Swelling capacity; Chemical engineering; Ion; Organic chemistry; Aqueous solution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408472,0.0004040198,0.0002516118,0.0001839883,0.000117127,0.0002332757,0.0002084339,0.0001985962,0.002394079],"category_scores_gemma":[0.0002634412,0.0001145094,0.0001954069,0.000196432,0.0001279863,0.0002978216,0.000119559,0.0004023316,0.0003578226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557298,"about_ca_system_score_gemma":0.0001495844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003780053,"about_ca_topic_score_gemma":0.0004358185,"domain_scores_codex":[0.9998443,0.00001070975,0.00001288387,0.00004311281,0.00005578648,0.00003323452],"domain_scores_gemma":[0.9997718,0.00009590624,0.00005386023,0.000016109,0.00003668615,0.00002560066],"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":[0.00001907848,0.000008225265,0.00003325713,0.00002466216,0.000001607465,0.00001317138,0.000008160555,0.00005185224,0.9987531,0.00002615595,0.0000168212,0.001043939],"study_design_scores_gemma":[0.000003552181,0.00006009182,0.0004751479,0.00000229441,0.000002417733,0.00003478475,0.000002013355,0.0004436003,0.9985173,0.00001543264,0.0004411683,0.000002198931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768324,0.00247845,0.01428517,0.0000672958,0.00005435687,0.00007040214,0.0005806212,0.0002694449,0.005361834],"genre_scores_gemma":[0.984078,0.001318206,0.008145096,0.00006174174,0.00001978813,0.00008401321,0.0006762649,0.00005714546,0.005559741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394079,"threshold_uncertainty_score":0.008009017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624632391833474,"score_gpt":0.2850783882917473,"score_spread":0.2588320643734125,"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."}}