{"id":"W4392060596","doi":"10.2139/ssrn.4735203","title":"Thermadapt Shape Memory Vitrimeric Polymyrcene Elastomer","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Elastomer; Shape-memory alloy; Materials science; Composite material","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":[0.00005439125,0.0002010544,0.00008988413,0.0001011286,0.000114414,0.0002165108,0.0001723369,0.0002563171,0.008439631],"category_scores_gemma":[0.0001200223,0.00009066388,0.0000996382,0.00008477095,0.000130657,0.0002544942,0.0001871725,0.0003616435,0.0011182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009307348,"about_ca_system_score_gemma":0.000055593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001300752,"about_ca_topic_score_gemma":0.0003027591,"domain_scores_codex":[0.9999313,0.000004607185,0.000002380831,0.00002054759,0.00002145471,0.00001967385],"domain_scores_gemma":[0.999943,0.00001040406,0.00001738205,0.00001322398,0.000006794528,0.000009205647],"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":[0.00006288623,0.00001750701,0.00008615183,0.00003447212,0.000002303002,0.00006600445,0.00001853198,0.0001178149,0.9951817,0.0001952232,0.0001603635,0.004057101],"study_design_scores_gemma":[0.000005362903,0.0001407926,0.0007626659,0.000003037986,0.000002838928,0.00009844919,0.00001172191,0.0005963403,0.9958026,0.0000235299,0.002549169,0.000003417876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846584,0.0005381537,0.00324147,0.00009209148,0.000160213,0.00002174256,0.0001822111,0.0003913967,0.0107144],"genre_scores_gemma":[0.9821975,0.0001902602,0.001595748,0.00005976607,0.00001920537,0.00001182878,0.0001421143,0.00006023068,0.01572336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008439631,"threshold_uncertainty_score":0.02823335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00952341302766844,"score_gpt":0.2452975147584795,"score_spread":0.2357741017308111,"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."}}