{"id":"W7055630171","doi":"","title":"Continuously manufactured polymersomes by self-assembly using micro technology","year":2016,"lang":"en","type":"other","venue":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polymersome; Amphiphile; Polymer; Copolymer; Liposome; Vesicle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00139017,0.003606065,0.003408465,0.005784541,0.001218649,0.001310353,0.004586304,0.00287577,0.354158],"category_scores_gemma":[0.0001544785,0.003355753,0.001155441,0.003093289,0.001003293,0.0005808485,0.001935542,0.003305199,0.009795698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857799,"about_ca_system_score_gemma":0.001792856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506262,"about_ca_topic_score_gemma":0.0003777243,"domain_scores_codex":[0.9837946,0.0009617131,0.003034501,0.004332118,0.003033824,0.004843196],"domain_scores_gemma":[0.9892807,0.0007353693,0.00241075,0.004657585,0.001269837,0.001645772],"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":[0.00009635088,0.00158425,0.004462739,0.0004128585,0.002351303,0.00005496327,0.0002454033,0.000003282796,0.01665266,0.002512197,0.9364502,0.03517378],"study_design_scores_gemma":[0.004923685,0.0002657176,0.0002105044,0.0006952505,0.0008787512,0.00003877799,0.0009250623,0.0003342103,0.02319653,0.001203144,0.9634286,0.003899735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01069154,0.01480751,0.0224521,0.01881755,0.005146882,0.01111007,0.006716704,0.004769297,0.9054883],"genre_scores_gemma":[0.02466674,0.0014346,0.007572795,0.0009330443,0.003398636,0.00132653,0.00331574,0.003081699,0.9542702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3443623,"threshold_uncertainty_score":0.9997264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006512553348547195,"score_gpt":0.2576997528519311,"score_spread":0.251187199503384,"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."}}