{"id":"W3084268486","doi":"10.32393/csme.2020.14","title":"Active Fluids in Environment","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006031248,0.0009073214,0.0007864768,0.001096986,0.001379794,0.004542037,0.001286994,0.00328532,0.04547746],"category_scores_gemma":[0.001502283,0.0004022645,0.0004482194,0.0009013712,0.001823331,0.004091,0.004380699,0.003333183,0.01684991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295295,"about_ca_system_score_gemma":0.001160314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006176226,"about_ca_topic_score_gemma":0.000566238,"domain_scores_codex":[0.9990208,0.0001696318,0.00004974459,0.0002260223,0.000404716,0.000129126],"domain_scores_gemma":[0.9994475,0.000135182,0.00008040073,0.00007212781,0.0001692751,0.00009547586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001046083,0.0001178635,0.0009023003,0.002221203,0.00004065817,0.0009424957,0.0006753153,0.001948368,0.02546245,0.5737059,0.1243874,0.2694914],"study_design_scores_gemma":[0.00001042902,0.00004199377,0.0001447165,0.0001866718,0.000008509758,0.0004659251,0.0001094376,0.0006681699,0.003987219,0.03366522,0.96069,0.00002158931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0170718,0.4082322,0.05225342,0.02874242,0.04434965,0.0002619968,0.00139081,0.001798865,0.4458989],"genre_scores_gemma":[0.2595623,0.2346209,0.03988737,0.0169644,0.01342489,0.0008855736,0.002440715,0.001102108,0.4311118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04547746,"threshold_uncertainty_score":0.1521372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006704850636964264,"score_gpt":0.1935803970887774,"score_spread":0.1868755464518131,"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."}}