{"id":"W4414334848","doi":"10.1002/adma.202505959","title":"Light‐Activated Micromotors in Air Propelled by Thermal Convection","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University; Natural Sciences and Engineering Research Council of Canada; Government of Canada; CMC Microsystems","keywords":"Thermal; Propulsion; Convection; Field (mathematics); Marangoni effect; Nanoparticle; Aerodynamics; Colloid","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":[0.0001463244,0.0002719632,0.0001824875,0.0001009215,0.0001681992,0.0002458118,0.0002847801,0.0003091463,0.0005315375],"category_scores_gemma":[0.0001373901,0.0001833909,0.0001748358,0.00006827107,0.000341498,0.0003588825,0.0002555421,0.0003782425,0.0003132585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263657,"about_ca_system_score_gemma":0.0001835256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004774434,"about_ca_topic_score_gemma":0.0006576643,"domain_scores_codex":[0.9999,0.00001431408,0.00000674079,0.00003265955,0.00002953506,0.00001667889],"domain_scores_gemma":[0.9999511,0.00001338898,0.00001722902,0.000005395748,0.000005582222,0.000007163054],"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":[0.00002448072,0.00001196404,0.00006279707,0.00006786602,0.00000279691,0.00004485623,0.00002670604,0.0003954877,0.9949486,0.00146494,0.00007715359,0.002872359],"study_design_scores_gemma":[0.0000272188,0.0002103492,0.0004785685,0.00000872992,0.000006903236,0.0001181797,0.00001276911,0.009307219,0.9800878,0.0002483395,0.009480184,0.00001369307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411398,0.005376341,0.1426208,0.0004350622,0.000371381,0.0003068784,0.0001605713,0.0008002181,0.008788937],"genre_scores_gemma":[0.9199677,0.001200484,0.07451073,0.0001033146,0.00003407121,0.0001078805,0.00006818322,0.00004257805,0.003965113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005315375,"threshold_uncertainty_score":0.001913011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002464454754801245,"score_gpt":0.2185095513191927,"score_spread":0.2160450965643914,"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."}}