{"id":"W4236069691","doi":"10.36227/techrxiv.12193941.v1","title":"A Journey from Improper Gaussian Signaling to Asymmetric Signaling","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Mathematics","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"],"consensus_categories":[],"category_scores_codex":[0.000171898,0.0004122782,0.0004732633,0.0001866344,0.00009088958,0.0001972898,0.0006161298,0.0004843183,0.000376945],"category_scores_gemma":[0.0002299616,0.0003445009,0.000449823,0.0003670869,0.00003152183,0.000003889483,0.00110944,0.0004841126,0.0002405033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003705562,"about_ca_system_score_gemma":0.000207204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474699,"about_ca_topic_score_gemma":0.00007617859,"domain_scores_codex":[0.9976827,0.00008026372,0.0004675864,0.001088875,0.0003086992,0.0003718706],"domain_scores_gemma":[0.9986371,0.00001814459,0.000177141,0.0006038595,0.0001473567,0.0004163611],"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":[0.00006184023,0.00003626934,0.0004385441,0.00002844464,0.0003918288,0.00002936184,0.00008824542,0.00241399,0.9904765,0.00001289516,0.002197696,0.003824383],"study_design_scores_gemma":[0.0002562556,0.000237054,0.0002280995,0.0001023378,0.000264748,0.000003165485,0.0002743641,0.0009404076,0.9857105,0.001104905,0.009996951,0.0008812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287462,0.002107719,0.05775476,0.003020152,0.0003955803,0.0004208565,0.0001614992,0.00007340523,0.007319881],"genre_scores_gemma":[0.9820845,0.0001192292,0.01130516,0.003405554,0.001325611,0.00003755338,0.000761538,0.00005613221,0.0009047727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0533383,"threshold_uncertainty_score":0.9999007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827352330163125,"score_gpt":0.2723019327530256,"score_spread":0.2440284094513944,"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."}}