{"id":"W4376616646","doi":"10.1002/pol.20230265","title":"Responsive polymer thin films","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Science","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Materials science; Polymer; Flexibility (engineering); Thin film; Fabrication; Nanometre; Organic electronics; Composite material; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000564002,0.00009340727,0.0001558297,0.0003629393,0.0001075286,0.00006870941,0.0003605316,0.00002980298,0.00007101137],"category_scores_gemma":[0.0001744026,0.00007561994,0.00004994302,0.0009235812,0.0001643692,0.0005156589,0.00004149287,0.0001142812,0.0000718003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707212,"about_ca_system_score_gemma":0.00007515991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004807657,"about_ca_topic_score_gemma":8.230975e-7,"domain_scores_codex":[0.9989033,0.00001961337,0.0002896722,0.00009350505,0.0003859802,0.0003078887],"domain_scores_gemma":[0.9994511,0.00008563069,0.00008787669,0.0001474692,0.00008235224,0.0001455418],"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":[0.00001093328,0.000003244649,0.00003254246,0.000005181822,0.000006515035,0.00006102851,0.0003180561,0.01004034,0.9862657,0.0004367435,0.001547803,0.001271962],"study_design_scores_gemma":[0.0001245983,0.00003776941,0.001005757,0.00003626065,0.000005494564,0.0001146887,0.0001707941,0.002223989,0.9954558,0.0001488924,0.0005704854,0.0001054587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936266,0.001025535,0.0004253648,0.0001698132,0.002253572,0.0000164996,0.000004874336,0.0001383417,0.002339401],"genre_scores_gemma":[0.9976014,0.00006994351,0.0004297338,0.00008203747,0.000177757,6.263504e-7,2.463038e-7,0.00001621113,0.001622008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009190165,"threshold_uncertainty_score":0.3083692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629570815089304,"score_gpt":0.2577034640761207,"score_spread":0.2414077559252276,"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."}}