{"id":"W4233461369","doi":"10.1063/1.4861717.1","title":"10.1063/1.4861717.1","year":2014,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Janus; Microscale chemistry; Lattice Boltzmann methods; Geometry; Mechanics; Rotation (mathematics); Vortex; Materials science; Janus particles; Physics; Nanotechnology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006719826,0.003136469,0.001496172,0.003441257,0.0006237797,0.002294129,0.003201086,0.002800605,0.1225644],"category_scores_gemma":[0.00261022,0.0005944519,0.001205977,0.007060789,0.0004711809,0.0009924264,0.001866635,0.001611394,0.2408011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010695,"about_ca_system_score_gemma":0.001343951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855001,"about_ca_topic_score_gemma":0.02129414,"domain_scores_codex":[0.9993258,0.0001120813,0.0000772717,0.0001759047,0.0001963738,0.0001126383],"domain_scores_gemma":[0.9994116,0.0001573153,0.00005963019,0.0001746772,0.0001108901,0.0000857992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001258625,0.00007318467,0.002297882,0.002071557,0.00009352611,0.00008562327,0.00004528212,0.002400871,0.0003900876,0.001006925,0.9775503,0.01385892],"study_design_scores_gemma":[0.0002689922,0.00003186121,0.003925677,0.0004679016,0.00003298194,0.00006393209,0.00005544863,0.00237608,0.0006987922,0.001721125,0.9903207,0.00003638484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002706803,0.0001488711,0.0001944243,0.00005388449,0.00003132034,0.00002121896,0.9964195,0.001387653,0.001472399],"genre_scores_gemma":[0.0005217101,0.0001136122,0.0003415807,0.0000310681,0.000005978567,0.00006486855,0.9980629,0.0001092615,0.0007489562],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8774356,"threshold_uncertainty_score":0.4100189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007138561052385982,"score_gpt":0.2182135561925119,"score_spread":0.2110749951401259,"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."}}