{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125223,0.000759367,0.0003114996,0.000552564,0.0002577313,0.0005501765,0.0005841004,0.0008327421,0.007903895],"category_scores_gemma":[0.0003809021,0.000501096,0.0003361193,0.0003949951,0.0001807671,0.0008312089,0.0004625646,0.001231973,0.00517484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988187,"about_ca_system_score_gemma":0.0001821954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895041,"about_ca_topic_score_gemma":0.0003996085,"domain_scores_codex":[0.9996787,0.00002655663,0.00002304729,0.00009403818,0.0001251999,0.00005240676],"domain_scores_gemma":[0.9998567,0.00003703073,0.00003850161,0.00001017726,0.00003823173,0.00001933506],"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":[0.00005241078,0.00004692878,0.00006358771,0.001252924,0.00002984537,0.0003013767,0.00005057336,0.0002377061,0.9463237,0.001685043,0.008260942,0.04169495],"study_design_scores_gemma":[0.00002795708,0.0001130825,0.0002415865,0.00008929669,0.00002840096,0.00051609,0.00001861556,0.000609519,0.8692612,0.0002781898,0.1287861,0.00002978957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2517847,0.2594496,0.1480713,0.006399374,0.01201126,0.001690128,0.006322266,0.009541442,0.3047298],"genre_scores_gemma":[0.5915791,0.1033207,0.10357,0.007662193,0.001315379,0.001804171,0.003584985,0.0008833819,0.1862801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007903895,"threshold_uncertainty_score":0.02644122,"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."}}