{"id":"W4405918538","doi":"10.1002/smll.202412547","title":"Humidity‐Sensing and Moisture‐Steering Liquid Crystal Elastomer Actuator","year":2024,"lang":"en","type":"article","venue":"Small","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Centre québécois sur les matériaux fonctionnels","keywords":"Humidity; Materials science; Actuator; Elastomer; Moisture; Liquid crystal; Composite material; Optoelectronics; Meteorology; Electrical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00006877661,0.0001526889,0.0001409723,0.0000659499,0.00004706889,0.0001098759,0.0000433376,0.00006603632,0.00002837548],"category_scores_gemma":[0.00002568944,0.0001488154,0.00003053036,0.00007692716,0.00002610343,0.0001041751,0.00003235279,0.0001163964,0.0000317647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003317707,"about_ca_system_score_gemma":0.000006308515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364229,"about_ca_topic_score_gemma":0.00003714363,"domain_scores_codex":[0.9993759,0.000009800787,0.0001402272,0.0001761683,0.00006224345,0.0002356464],"domain_scores_gemma":[0.999742,0.00004903225,0.000008042103,0.0001138699,0.00001116032,0.00007589028],"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":[0.00001116376,0.000002338917,0.000004390214,0.0003094349,0.00003939599,0.0000762321,0.0003651233,0.01698857,0.9757939,0.0003374724,0.0001727835,0.005899211],"study_design_scores_gemma":[0.0004919377,0.0001836125,0.0007341419,0.0008886737,0.0001103772,0.0004419218,0.0002395039,0.04805817,0.6528803,0.001043885,0.2933958,0.001531622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829647,0.0008181222,0.009947659,0.00002294217,0.00118016,0.00004394734,0.000007351219,0.0009870694,0.004028049],"genre_scores_gemma":[0.9957689,0.00007367945,0.003313586,0.00002170266,0.0003858425,0.000002049947,0.00000519282,0.00006304424,0.0003659824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3229136,"threshold_uncertainty_score":0.6068516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130336543020242,"score_gpt":0.2105394838593182,"score_spread":0.197505829557294,"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."}}