{"id":"W2163496805","doi":"10.1002/marc.201300629","title":"Light Polarization‐Controlled Shape‐Memory Polymer/Gold Nanorod Composite","year":2013,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanorod; Composite number; Materials science; Polarization (electrochemistry); Polymer; Shape-memory polymer; Composite material; Nanotechnology; Optics; Optoelectronics; Physics; Chemistry; Physical 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003612729,0.0003373678,0.0005216709,0.0002009045,0.0008609213,0.0005047882,0.00232599,0.0001375178,0.001558057],"category_scores_gemma":[0.00004627139,0.0003249545,0.000262361,0.0004552498,0.0001537532,0.000394362,0.0008471392,0.0002873197,0.001466968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358074,"about_ca_system_score_gemma":0.00008640102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292007,"about_ca_topic_score_gemma":0.00001976423,"domain_scores_codex":[0.9972107,0.0006286993,0.0007393962,0.0004521582,0.000374928,0.0005941092],"domain_scores_gemma":[0.9960943,0.0001991506,0.0003023725,0.002966726,0.0002216178,0.0002157693],"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":[0.00002105399,0.0002312002,0.00006990241,0.0000111243,0.00005693244,0.00000376111,0.0003570953,0.0000200201,0.9929091,0.003159941,0.0002678162,0.002892038],"study_design_scores_gemma":[0.004456282,0.0001317698,0.0008068318,0.0001078773,0.0002166595,0.00009860402,0.0002031359,0.04226111,0.9417267,0.0006121439,0.008358774,0.001020136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9040182,0.03804537,0.005672301,0.01773182,0.0006130022,0.002159983,0.0000593834,0.0008493541,0.0308506],"genre_scores_gemma":[0.9870011,0.0001725756,0.008799199,0.002056618,0.0000541074,0.0003321805,0.0001237093,0.00006390629,0.001396587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08298293,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054829151061243,"score_gpt":0.2311731379704727,"score_spread":0.2206248464598602,"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."}}