{"id":"W2916631372","doi":"10.1002/marc.201570054","title":"Macromol. Rapid Commun. 13/2015","year":2015,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Self-healing; Elasticity (physics); Disulfide bond; Sulfide; Viscoelasticity; Polymer chemistry; Materials science; Polymer science; Chemical engineering; Chemistry; Composite material; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165846,0.0003147259,0.0003925403,0.0001492201,0.0007066165,0.0003013971,0.003366841,0.0001349869,0.0004377507],"category_scores_gemma":[0.0001169347,0.0003237965,0.0001786075,0.0004587484,0.0003989128,0.0002471649,0.001626169,0.0004051777,0.001146088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242448,"about_ca_system_score_gemma":0.0001925677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006727661,"about_ca_topic_score_gemma":0.000082338,"domain_scores_codex":[0.9970005,0.000898506,0.0005955504,0.0003994309,0.0004835205,0.0006225147],"domain_scores_gemma":[0.9943033,0.0001801768,0.0002249962,0.004665876,0.0002673738,0.0003582351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008224402,0.0009399762,0.0002731727,0.00003907087,0.000122543,0.00006408143,0.003624771,0.0002531939,0.9463404,0.01281069,0.01591303,0.01953681],"study_design_scores_gemma":[0.003465783,0.0005265074,0.0003735307,0.0001590725,0.0002251882,0.0004645589,0.001293072,0.0184423,0.3406624,0.007079626,0.6255316,0.001776343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5116836,0.2015448,0.04842969,0.04147533,0.002877954,0.002618171,0.0004820772,0.002981992,0.1879065],"genre_scores_gemma":[0.9690788,0.0005713495,0.02815727,0.001529014,0.00005668222,0.0001119771,0.000196112,0.00006625794,0.0002325426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096185,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427457859344457,"score_gpt":0.2952768940973102,"score_spread":0.2510023155038656,"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."}}