{"id":"W4285110324","doi":"10.2139/ssrn.4124872","title":"Recyclable, Self-Strengthening Starch-Based Epoxy Vitrimer Facilitated by Exchangeable Disulfide Bonds from Garlic","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epoxy; Starch; Disulfide bond; Chemistry; Organic chemistry; Chemical engineering; Food science; Biochemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001186523,0.0004237559,0.0001975778,0.0002581309,0.0001222076,0.000278947,0.0001700795,0.0002599692,0.00145634],"category_scores_gemma":[0.0001273153,0.0001736428,0.0002308897,0.0001758966,0.0001408619,0.0003840802,0.0002631119,0.0004791595,0.0004610089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114246,"about_ca_system_score_gemma":0.00009799562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362907,"about_ca_topic_score_gemma":0.0005074457,"domain_scores_codex":[0.9999305,0.000009178602,0.000006300731,0.000019879,0.00001225308,0.00002188749],"domain_scores_gemma":[0.9999502,0.000006728733,0.00001469235,0.000006538445,0.000007338132,0.00001454976],"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":[0.00005597141,0.00001739677,0.00005711073,0.0001154768,0.000009803583,0.0001146003,0.00005846742,0.0001429878,0.9949079,0.0002692098,0.0001073704,0.004143595],"study_design_scores_gemma":[0.000004290292,0.0001469467,0.0004387717,0.000008549922,0.00001427793,0.00007802114,0.00002317187,0.0004357999,0.9967721,0.00004786141,0.0020225,0.000007704752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848558,0.001977177,0.007623584,0.00007791474,0.0001038165,0.00002157684,0.0001269155,0.0003410242,0.00487212],"genre_scores_gemma":[0.9909684,0.0007580975,0.003485898,0.00003960829,0.00001238316,0.00001027296,0.0001225133,0.00007601234,0.004526844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145634,"threshold_uncertainty_score":0.004871964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007968851856263065,"score_gpt":0.2172847773574717,"score_spread":0.2093159255012086,"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."}}