{"id":"W2471676360","doi":"10.2174/1872210510666160530125646","title":"Micro/Nanospheres Generation by Fluid-Fluid Interaction Technology: A Literature Review","year":2016,"lang":"en","type":"review","venue":"Recent Patents on Nanotechnology","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003193915,0.00108453,0.001915823,0.001215223,0.0001061337,0.00005688497,0.0008608985,0.002751908,0.0002197103],"category_scores_gemma":[0.0001997658,0.0008341857,0.0002617779,0.004053004,0.0001758936,0.0002149066,0.000176253,0.001505322,0.0005894697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114939,"about_ca_system_score_gemma":0.00009860652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.995767e-7,"about_ca_topic_score_gemma":1.603835e-7,"domain_scores_codex":[0.996365,0.0001017084,0.001576944,0.0009573859,0.0002934274,0.0007055211],"domain_scores_gemma":[0.9976567,0.00003810572,0.0005343798,0.001217678,0.0005006939,0.00005245586],"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":[0.000003437762,0.00005093202,1.569739e-7,0.007657741,0.0001634589,0.00001723854,0.000002892865,7.465736e-8,0.03552198,0.0007600627,0.1712919,0.7845301],"study_design_scores_gemma":[0.0001896999,0.000120428,1.32461e-8,0.08022913,0.0001472756,0.000173678,0.000002054592,0.000005128175,0.07658946,0.00007955771,0.8417907,0.0006728714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001572144,0.984515,0.008236004,0.0006606677,0.001528436,0.001929064,0.0004144247,0.002381158,0.0003195131],"genre_scores_gemma":[0.0000188671,0.9948131,0.0003251678,0.0003751963,0.000171696,0.0008028842,0.002698541,0.0002257284,0.0005687764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7838572,"threshold_uncertainty_score":0.9994109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278973304747678,"score_gpt":0.2949989276051928,"score_spread":0.267101597130425,"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."}}