{"id":"W2055207977","doi":"10.1002/cyto.a.21069","title":"Cyto 2011—Overview of the XXVI ISAC Congress Proceedings Issue of Cytometry","year":2011,"lang":"en","type":"editorial","venue":"Cytometry Part A","topic":"Click Chemistry and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cytometry; Library science; Computational biology; Flow cytometry; Computer science; Biology; Molecular biology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000428995,0.0006816545,0.001319917,0.0001948754,0.0001589846,0.00004297519,0.002301947,0.001734984,0.008072162],"category_scores_gemma":[0.001251716,0.0005674707,0.0006598723,0.00119726,0.0006300788,0.0001260311,0.000717208,0.001443612,0.0002214734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383551,"about_ca_system_score_gemma":0.0003725144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000790235,"about_ca_topic_score_gemma":0.000003353423,"domain_scores_codex":[0.9959734,0.0000184797,0.001288799,0.0008753969,0.001287073,0.0005568287],"domain_scores_gemma":[0.9947591,0.0006517872,0.001806521,0.00158838,0.0009804729,0.0002137017],"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":[0.00005809503,0.0003333534,0.0009026917,0.005291421,0.0002616186,0.000001458969,0.0001084679,1.442938e-7,0.06799964,0.00008193276,0.9247826,0.0001785589],"study_design_scores_gemma":[0.0003659156,0.00001584183,0.00004055709,0.0007423058,0.0002516116,0.000003827051,0.00007051683,0.000001202875,0.3887006,0.00007162336,0.6093997,0.0003363471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1075159,0.01220912,0.0000162208,0.0003499492,0.6377562,0.001383887,0.01287951,0.0004852492,0.2274039],"genre_scores_gemma":[0.1284615,0.003092272,0.0001995511,0.00008181157,0.7724882,0.0005499276,0.001038619,0.0003575005,0.09373061],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3207009,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589677166114915,"score_gpt":0.3067364283250564,"score_spread":0.2708396566639072,"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."}}