{"id":"W2084340022","doi":"10.1021/ma011708g","title":"Influence of Polymer Ionization Degree on Solute Diffusion in Polyelectrolyte Gels","year":2002,"lang":"en","type":"article","venue":"Macromolecules","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thermal diffusivity; Polyelectrolyte; Diffusion; Scaling; Ionization; Thermodynamics; Polymer; Acrylic acid; Chemistry; Polymer chemistry; Degree (music); Organic chemistry; Ion; Physics; Copolymer; Mathematics","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":[0.00002848304,0.0001267331,0.0001353025,0.0001066863,0.00006287995,0.00002210429,0.0001400924,0.00006822805,0.0004400729],"category_scores_gemma":[0.00004542327,0.0001275843,0.00004960543,0.0002330079,0.00003286075,0.00006527339,0.00003042794,0.0001644438,0.00003545364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956967,"about_ca_system_score_gemma":0.00001325002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146392,"about_ca_topic_score_gemma":0.00007294632,"domain_scores_codex":[0.9991154,0.00001610323,0.0002530651,0.0001919107,0.0001807805,0.0002427177],"domain_scores_gemma":[0.9995397,0.00004989061,0.0001040209,0.0002181484,0.00004741368,0.00004085627],"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":[0.00002593136,0.0001937717,0.001497961,0.00001778871,0.00001190107,0.00001030655,0.0001604114,0.0003078336,0.9925337,0.001118286,0.0001272839,0.003994776],"study_design_scores_gemma":[0.000398217,0.00008105243,0.001911023,0.00009211402,0.000009189294,0.00001086219,0.00002240798,0.004028673,0.9927758,0.0002282123,0.0002978608,0.000144564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870194,0.0002775894,0.0001006962,0.0002182655,0.00001674764,0.00004211068,0.00001520898,0.0000285574,0.01228144],"genre_scores_gemma":[0.9971682,0.0001348669,0.00004905366,0.000158433,0.00002338261,0.00001564886,0.00001332308,0.00001988271,0.002417192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014883,"threshold_uncertainty_score":0.5202738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101907226694909,"score_gpt":0.2256560939499899,"score_spread":0.2146370216830408,"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."}}