{"id":"W4386531943","doi":"10.5194/amt-2023-99-ac1","title":"Reply to CC1","year":2023,"lang":"ceb","type":"peer-review","venue":"","topic":"Signaling Pathways in Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Commonwealth Scientific and Industrial Research Organisation","keywords":"Arctic; Observatory; Physics; Atmospheric research; Greenhouse gas; Meteorology; Environmental science; Atmospheric sciences; Astrophysics; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008249017,0.0007836347,0.0008434146,0.0001043509,0.000118458,0.00007140711,0.001227,0.0006222574,0.002344504],"category_scores_gemma":[0.002501768,0.0007751934,0.0007364039,0.0005093873,0.00009518561,0.000001409881,0.001138047,0.0003795318,0.007873467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006783879,"about_ca_system_score_gemma":0.0007769234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204886,"about_ca_topic_score_gemma":0.00005423183,"domain_scores_codex":[0.9956759,0.0001943002,0.000862491,0.00182026,0.0006221148,0.0008249932],"domain_scores_gemma":[0.9958702,0.00006431714,0.0002558543,0.002562516,0.0005177907,0.0007293305],"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":[0.00004204265,0.00008795632,0.0000266256,0.002517604,0.0002651193,0.00007182565,0.00001109136,0.00001466635,0.009502048,0.0000224318,0.9834744,0.00396415],"study_design_scores_gemma":[0.0002650302,0.0003217488,0.00001919264,0.003424625,0.0003427252,0.00001491437,0.00001212203,0.000003491492,0.03018362,0.00003027558,0.9644528,0.0009294517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004070321,0.3454806,0.002419261,0.4208539,0.03525301,0.009111304,0.009092074,0.0009326834,0.1727868],"genre_scores_gemma":[0.001273563,0.01692474,0.0007636553,0.1365255,0.002945035,0.0003387385,0.007165897,0.0002876369,0.8337752],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6609884,"threshold_uncertainty_score":0.9994699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486264413189612,"score_gpt":0.3276939473819296,"score_spread":0.2928313032500335,"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."}}