{"id":"W2572076474","doi":"10.1021/acsami.6b14728","title":"Polyolefin Thermoplastics for Multiple Shape and Reversible Shape Memory","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Polyolefin; Materials science; Thermoplastic; Microstructure; Octene; Elongation; Copolymer; Composite material; Ethylene; Thermoplastic elastomer; Crystallization; Shape-memory alloy; Chemical engineering; Polymer; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004554113,0.0002897035,0.0004462271,0.00005135391,0.0007895734,0.0009347037,0.0007184716,0.0001382121,0.0005266006],"category_scores_gemma":[0.00009064638,0.0002530021,0.00001978296,0.00001896661,0.0002088322,0.0002551124,0.0005041038,0.00006516519,0.0001174884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002442437,"about_ca_system_score_gemma":0.00002994432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763835,"about_ca_topic_score_gemma":0.00003144328,"domain_scores_codex":[0.998379,0.00002938817,0.0004037971,0.0005228271,0.0001695697,0.0004954127],"domain_scores_gemma":[0.9986974,0.0002117817,0.0003710073,0.0005756258,0.00004850483,0.00009567],"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":[0.0003170038,0.00003159,0.00004348475,0.0001143193,0.00002002068,0.000001616411,0.0003273473,0.000008439869,0.9964579,0.0005835843,0.0003625411,0.001732178],"study_design_scores_gemma":[0.0008387144,0.00008463684,0.0003171538,0.00006371862,0.00004565072,0.000006390641,0.0001612265,0.0001559233,0.9972458,0.0005019135,0.0002682522,0.0003105603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965687,0.0003360068,0.0001057534,0.0002537919,0.00111897,0.0004931935,0.0002784398,0.0001148829,0.0007302983],"genre_scores_gemma":[0.996382,0.00006859382,0.002690014,0.000205423,0.0002773556,0.00009196252,0.00001532425,0.00004678365,0.0002225679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584261,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312488303217919,"score_gpt":0.2562360463664132,"score_spread":0.233111163334234,"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."}}