{"id":"W4405133480","doi":"10.1016/j.cocis.2024.101886","title":"Progress in rheology of active colloidal systems","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Colloid & Interface Science","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Colloid; Polymer science; Materials science; Chemical engineering; Engineering; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001719425,0.0009969159,0.001292693,0.00188156,0.0004500368,0.00191528,0.001027679,0.00123092,0.001026491],"category_scores_gemma":[0.00136753,0.0005384968,0.0006395308,0.0008885599,0.001461767,0.003834667,0.001361517,0.002592181,0.001037471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156611,"about_ca_system_score_gemma":0.0004115155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977906,"about_ca_topic_score_gemma":0.0002292567,"domain_scores_codex":[0.9994199,0.0001099113,0.00005098824,0.0001355024,0.0002445513,0.00003903444],"domain_scores_gemma":[0.9990485,0.0005158396,0.0001200072,0.000062444,0.0001950987,0.00005801767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001497467,0.0003081806,0.001362405,0.02934986,0.0002304021,0.0005935331,0.0009509339,0.005126236,0.2028459,0.09951134,0.01196613,0.6476053],"study_design_scores_gemma":[0.00004128581,0.0005721066,0.002895401,0.003467202,0.0002677573,0.002446136,0.0003152247,0.009497367,0.1068956,0.06138447,0.811987,0.0002303928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005418699,0.9658651,0.02119054,0.001534729,0.0006082783,0.00001940989,0.00005052088,0.0001030964,0.005209586],"genre_scores_gemma":[0.04130351,0.9395443,0.01318536,0.0006793568,0.002600695,0.00004918952,0.0001229285,0.00007395047,0.002440643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00191528,"threshold_uncertainty_score":0.009093344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752985489573325,"score_gpt":0.3647902124961921,"score_spread":0.3372603576004589,"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."}}