{"id":"W2764261814","doi":"10.1021/acs.biomac.7b01115","title":"Reproducible Dendronized PEG Hydrogels via SPAAC Cross-Linking","year":2017,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; PEG ratio; Chemistry; Chemical engineering; Polymer chemistry; Polymer science; Nanotechnology; Materials science","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":[0.0003110408,0.0005934428,0.0001605813,0.0002187272,0.0001063116,0.0002429777,0.0001866592,0.000251665,0.0007266821],"category_scores_gemma":[0.0002842322,0.0002022565,0.0002238778,0.000179486,0.0001764527,0.0003649748,0.0002510822,0.0004644702,0.0003347295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917776,"about_ca_system_score_gemma":0.0002142127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056169,"about_ca_topic_score_gemma":0.0006019024,"domain_scores_codex":[0.9998222,0.00001983897,0.00002545927,0.00005035972,0.00005291532,0.00002920362],"domain_scores_gemma":[0.9997224,0.00006207109,0.0001119987,0.00003932728,0.00003693125,0.00002721109],"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":[0.000009177231,0.000004563924,0.00002222344,0.00001753684,0.000001540005,0.00001011773,0.000006401188,0.00006881289,0.999255,0.00003544006,0.000008506311,0.000560583],"study_design_scores_gemma":[0.000002294054,0.00002640734,0.0001518273,0.000001070213,0.00000203557,0.00002098547,0.000001455922,0.0001761224,0.9992884,0.0000110597,0.0003169238,0.000001472418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970364,0.001044738,0.02546169,0.00009156492,0.00004429957,0.0001491128,0.0005159349,0.0002726123,0.00205607],"genre_scores_gemma":[0.9723573,0.0007757791,0.02390624,0.00004090695,0.00001671523,0.0001179031,0.0004268413,0.00007902946,0.002279172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007266821,"threshold_uncertainty_score":0.002430975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250916477005024,"score_gpt":0.3050769063817408,"score_spread":0.2825677416116906,"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."}}