{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112355,0.000296845,0.0002018991,0.0001112021,0.0001358646,0.0002188632,0.0003388744,0.0004139995,0.001032933],"category_scores_gemma":[0.000125269,0.000185716,0.0001623214,0.0001513536,0.0001833743,0.0002874857,0.0002674203,0.0002827524,0.0003758316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689605,"about_ca_system_score_gemma":0.000145378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002749683,"about_ca_topic_score_gemma":0.000479659,"domain_scores_codex":[0.9998411,0.00001445229,0.000007368958,0.00004568581,0.0000586325,0.00003271601],"domain_scores_gemma":[0.9999415,0.000009189581,0.00002046102,0.000006415025,0.00001242734,0.000009990914],"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":[0.00001824755,0.000006425512,0.00004994223,0.00002373592,0.00000197869,0.00005908025,0.000006145128,0.0001562879,0.9974897,0.0001659882,0.00008877035,0.001933735],"study_design_scores_gemma":[0.000005367214,0.0000522139,0.0004355154,0.000002074881,0.000002955245,0.00008789539,0.000007585085,0.00403013,0.9935427,0.00002443457,0.001801692,0.000007461866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201921,0.001889468,0.06404178,0.0004880779,0.0002596391,0.0001081312,0.0004222694,0.0008385925,0.01175985],"genre_scores_gemma":[0.9668802,0.0005883394,0.02740425,0.0001364833,0.00003100737,0.00005111131,0.0001637636,0.00002777154,0.00471701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032933,"threshold_uncertainty_score":0.00345546,"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."}}