{"id":"W6950153235","doi":"10.5281/zenodo.7249184","title":"Antibody Characterization Report for Signal transducer and activator of transcription 5B (STAT5B)","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"STAT protein; Transcription (linguistics); Activator (genetics); Transducer; Immunoprecipitation; Antibody; Transcription factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004223605,0.0000930287,0.0001656915,0.0002014243,0.001079157,0.00007958818,0.0001275647,0.0000293242,0.007765771],"category_scores_gemma":[0.0001186139,0.00010006,0.00007189539,0.0002722464,0.00006335617,0.0001704788,0.00009212152,0.0001844661,0.00002371433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007965037,"about_ca_system_score_gemma":0.000009216833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011789,"about_ca_topic_score_gemma":5.36353e-8,"domain_scores_codex":[0.9988974,0.0001056925,0.0002927214,0.0002731362,0.0002673764,0.0001637128],"domain_scores_gemma":[0.9992021,0.00001729766,0.000137183,0.0001850153,0.0003662184,0.00009223373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004322829,0.0002294426,0.00001289299,0.0001152066,0.00004760721,0.0000126156,0.001146733,0.0000136822,0.9831436,0.0004757044,0.0009325631,0.01343768],"study_design_scores_gemma":[0.001121434,0.00112614,0.00276259,0.00003737076,0.00006529258,0.000850483,0.0004569007,0.0007882036,0.04330218,0.00003534866,0.9493402,0.0001138045],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034787,0.00004361933,0.1846693,0.001936758,0.0002013282,0.001332799,0.00130822,0.0003624696,0.006666865],"genre_scores_gemma":[0.9715402,0.00002749195,0.0001965902,0.00008768635,0.0001017221,3.386155e-7,0.02717795,0.0004353077,0.0004327663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9484077,"threshold_uncertainty_score":0.9931413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852952353032658,"score_gpt":0.2834778140143475,"score_spread":0.2449482904840209,"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."}}