{"id":"W4395055988","doi":"10.1039/d4gc00402g","title":"Biodegradable, crosslinked silicone-gelatin hydrogels","year":2024,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Gelatin; Silicone; Chemical engineering; Polymer science; Polymer chemistry; Chemistry; Materials science; Organic chemistry; Engineering","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":[0.0001998526,0.000506312,0.000109583,0.0002239978,0.00008126622,0.0001470203,0.0001574457,0.0002954012,0.002966996],"category_scores_gemma":[0.0001476301,0.0001558285,0.0001794595,0.0001727172,0.0001517583,0.0002673734,0.0001894533,0.0003025955,0.0007825088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608333,"about_ca_system_score_gemma":0.0001459292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869773,"about_ca_topic_score_gemma":0.0007063631,"domain_scores_codex":[0.9998776,0.00001083402,0.000008019982,0.00002763304,0.00004548854,0.0000304614],"domain_scores_gemma":[0.9999001,0.00002004199,0.00003667623,0.000008986423,0.000009046184,0.0000250526],"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":[0.00001805881,0.000008560949,0.00004062571,0.00002757038,0.000001784023,0.00004351981,0.00000736232,0.00004894492,0.9985441,0.00005139465,0.00002835653,0.001179708],"study_design_scores_gemma":[0.00001081282,0.0001143074,0.00114571,0.000006792778,0.000004398283,0.0002268587,0.000009253537,0.000303724,0.99545,0.00004285118,0.002681925,0.000003493376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590392,0.00354966,0.02707393,0.0001580039,0.0001000338,0.0001484777,0.0009945962,0.0004750021,0.00846123],"genre_scores_gemma":[0.9686905,0.002107564,0.01681067,0.00009722925,0.00001955692,0.00009547368,0.0008221011,0.00004791859,0.01130895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002966996,"threshold_uncertainty_score":0.009925604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325739882859184,"score_gpt":0.2477354553862945,"score_spread":0.2344780565577027,"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."}}