{"id":"W7115729197","doi":"10.1093/mictod/qaaf106","title":"NetNotes","year":2025,"lang":"en","type":"article","venue":"Microscopy Today","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":[],"consensus_categories":[],"category_scores_codex":[0.00009368582,0.0001659823,0.0001297395,0.00006168483,0.0001034792,0.00003278744,0.0002882645,0.0001570612,0.00003183193],"category_scores_gemma":[0.00006744242,0.0001663825,0.00006959722,0.0001503089,0.0001379794,0.000003748732,0.000175782,0.000101713,0.00002838648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002252405,"about_ca_system_score_gemma":0.0001031489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001542406,"about_ca_topic_score_gemma":0.00001086735,"domain_scores_codex":[0.9990827,0.00002779335,0.000171915,0.0003782042,0.00005366577,0.0002857229],"domain_scores_gemma":[0.9993866,0.000008591966,0.00003971197,0.0004667446,0.00005823376,0.00004008259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003742503,0.00003280251,0.003891911,0.00001153177,0.00001444781,0.000001108136,0.000007766223,0.000004049785,0.9622504,0.0004108143,0.03135606,0.001981707],"study_design_scores_gemma":[0.0001451896,0.00007223331,0.0004734622,0.00002710925,0.000005610634,0.000001962217,0.00000952441,0.000003930775,0.7596354,0.0003749149,0.239128,0.0001226946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4134089,0.006319829,0.5524886,0.001012081,0.0008465177,0.0007095563,0.00005233203,0.0003037876,0.02485844],"genre_scores_gemma":[0.758913,0.0006089032,0.213439,0.004493694,0.0002255659,0.0001075012,0.0001769208,0.00006632312,0.02196909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3455041,"threshold_uncertainty_score":0.6784882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003814716315434691,"score_gpt":0.2995423751877797,"score_spread":0.295727658872345,"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."}}