{"id":"W2737699644","doi":"10.1149/ma2011-01/45/2057","title":"Polymeric Permanent Magnetic Micro-Actuators","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Materials science; Nanotechnology; Business; Engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001248471,0.0001860128,0.0001624208,0.00005497312,0.0001215435,0.00003353229,0.0001813005,0.00003405787,0.001114135],"category_scores_gemma":[0.000006801091,0.000180242,0.00009227115,0.00009911432,0.0000441612,0.00006223934,0.00005034585,0.0001649522,0.0006389416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001399753,"about_ca_system_score_gemma":0.00004530926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007569914,"about_ca_topic_score_gemma":0.000001834395,"domain_scores_codex":[0.9989531,0.00002383934,0.0002904357,0.0002348766,0.0001158984,0.0003818661],"domain_scores_gemma":[0.9994138,0.00003537928,0.0001443463,0.0002365723,0.00003087577,0.0001390139],"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":[0.00008170001,0.001513076,0.2076176,0.0001085583,0.0002224004,0.00008842533,0.009633601,0.0009699535,0.7172791,0.0009030029,0.01000822,0.05157427],"study_design_scores_gemma":[0.0005807214,0.00009999201,0.07914137,0.00009144456,0.00008399322,0.000009643425,0.0006195139,0.00005664374,0.9090405,0.0008880019,0.008756357,0.0006318601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6643263,0.0001813988,0.00002470395,0.00001993154,0.0002476252,0.00007307169,0.000006457972,0.00004108265,0.3350795],"genre_scores_gemma":[0.9951966,0.000004108152,0.003107862,0.00005147211,0.000275376,0.000004939947,0.00001302228,0.00003012599,0.00131647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333763,"threshold_uncertainty_score":0.999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534776137620211,"score_gpt":0.2161441754674758,"score_spread":0.2007964140912737,"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."}}