{"id":"W6930127142","doi":"10.5281/zenodo.10077135","title":"eic/EICrecon: v1.7.0","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"NF-κB Signaling Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Energy (signal processing); Field (mathematics); Detector; Tracking (education); Path (computing); Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003535417,0.0002377596,0.0001886704,0.0002285815,0.0005291353,0.0002658504,0.000985364,0.0002936224,0.02334309],"category_scores_gemma":[0.0004048452,0.0002657246,0.00009565166,0.0002612475,0.0001398982,0.000004117955,0.001119,0.0002414182,0.03785511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004748275,"about_ca_system_score_gemma":0.000007038038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002870306,"about_ca_topic_score_gemma":0.000004053959,"domain_scores_codex":[0.9983211,0.0001942753,0.0002001691,0.0006371434,0.000263657,0.0003836903],"domain_scores_gemma":[0.9987719,0.000006351075,0.0001447659,0.0007396699,0.0001810702,0.0001562243],"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":[0.00001917557,0.00003700578,7.600751e-7,0.0000521962,0.00009167265,0.00001469767,0.00004185265,0.000005416957,0.02308139,0.0002375435,0.9532322,0.02318609],"study_design_scores_gemma":[0.0003081207,0.0001922151,0.00001255852,0.00006745349,0.00001711466,0.00005009685,0.00003417365,0.000008290152,0.003952691,0.00002383093,0.9950471,0.0002863641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002974088,0.0004351269,0.0009872832,0.0001713665,0.0003702106,0.0004412303,0.0006518002,0.001879648,0.9947659],"genre_scores_gemma":[0.009895806,0.001140065,0.000432614,0.000321006,0.00238217,1.856884e-7,0.01258196,0.04824282,0.9250033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06976256,"threshold_uncertainty_score":0.9999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022001110415765,"score_gpt":0.2452283239831031,"score_spread":0.2150083128789455,"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."}}