{"id":"W2566381555","doi":"10.3390/gels3010001","title":"Physicochemical Properties and the Gelation Process of Supramolecular Hydrogels: A Review","year":2017,"lang":"en","type":"review","venue":"Gels","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Self-healing hydrogels; Supramolecular chemistry; Rational design; Nanotechnology; Materials science; Soft materials; Drug delivery; Cosmetics; Characterization (materials science); Design elements and principles; Computer science; Chemistry; Organic chemistry; Molecule; Polymer 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001827632,0.0004692272,0.002554837,0.00005204933,0.0001645069,0.0002152713,0.001055372,0.0002421645,0.00006242099],"category_scores_gemma":[0.001092827,0.0002636621,0.0003781957,0.0001172833,0.0006046192,0.0002035735,0.0003097414,0.0001940775,0.0001222727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003563597,"about_ca_system_score_gemma":0.0002806512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112888,"about_ca_topic_score_gemma":4.518118e-7,"domain_scores_codex":[0.9968063,0.0007970681,0.0009877335,0.0005681704,0.0005172704,0.0003234477],"domain_scores_gemma":[0.9969832,0.000165207,0.001360804,0.001250941,0.0001758657,0.00006404152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006725507,0.0001467819,6.160869e-7,0.4947948,0.0003430419,0.00002943887,0.000448348,0.000001124413,0.05455153,0.001219773,0.0005759041,0.4478213],"study_design_scores_gemma":[0.000682114,0.00005496962,2.889355e-7,0.1612422,0.003300556,0.0002090467,0.00001346747,0.000006911923,0.09859966,0.001126245,0.7339395,0.0008250588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001668842,0.9953836,0.0000267261,0.00009976326,0.0002322966,0.002281052,0.00003286649,0.00005040516,0.000224514],"genre_scores_gemma":[0.001633445,0.9972638,0.0001423064,0.00008956817,0.0001355023,0.0006022099,0.0000304529,0.00006352909,0.00003914597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7333636,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08380095523825146,"score_gpt":0.3500403304083645,"score_spread":0.266239375170113,"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."}}