{"id":"W6983247183","doi":"","title":"Macromolecules Innovation Institute June 2021 e-Newsletter","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foundation for Education and European Culture; Canadian Patient Safety Institute","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Triacetin; Emperipolesis; Demotion","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000597141,0.001517062,0.001417753,0.003497145,0.0001922865,0.0003789186,0.001403817,0.00259386,0.0389608],"category_scores_gemma":[0.0003478735,0.001644735,0.0003608117,0.007618824,0.0005664832,0.0002368441,0.0007643207,0.002370215,0.01795129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294711,"about_ca_system_score_gemma":0.0003861942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284843,"about_ca_topic_score_gemma":0.0008229373,"domain_scores_codex":[0.9940308,0.0002080283,0.001222417,0.001994904,0.001269122,0.00127478],"domain_scores_gemma":[0.9953084,0.00005074431,0.001219443,0.002914596,0.0003223985,0.0001843938],"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":[0.00002602437,0.0001976566,0.00005417215,0.0001769955,0.0004091559,0.0008428051,0.00002603102,0.00001212217,0.02106211,0.006771162,0.9565375,0.01388428],"study_design_scores_gemma":[0.0009795979,0.00002996115,0.00004106272,0.002254884,0.0001716675,0.0001191251,0.00002495378,0.00003104484,0.004316462,0.0005303765,0.9896938,0.001807097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003225858,0.004573368,0.01126343,0.002546258,0.005490435,0.001683477,0.0007649247,0.003479586,0.9698759],"genre_scores_gemma":[0.001328516,0.0004295433,0.01969532,0.001716874,0.00320174,0.000374034,0.005697888,0.005569697,0.9619864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03315628,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379107025602522,"score_gpt":0.2595903190759704,"score_spread":0.2457992488199451,"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."}}