{"id":"W4388840365","doi":"10.5194/gmd-2023-159-rc1","title":"Comment on gmd-2023-159","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Fortran; Algorithm; Computer science; Mathematics; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001982215,0.001031326,0.001002,0.001139803,0.002561748,0.003718421,0.00304514,0.02294197,0.2126261],"category_scores_gemma":[0.01647743,0.0005240634,0.001472701,0.001253767,0.001781766,0.002199209,0.002076863,0.01414238,0.2156249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004351954,"about_ca_system_score_gemma":0.003086939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03238517,"about_ca_topic_score_gemma":0.02883381,"domain_scores_codex":[0.9979233,0.0001791234,0.0001731765,0.0002902337,0.001116054,0.0003180804],"domain_scores_gemma":[0.9958193,0.001047445,0.0001843192,0.000451794,0.002048049,0.00044906],"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":[0.00002658499,0.000009157086,0.000042133,0.00003204243,0.00000153195,0.00006230454,0.00001309562,0.00001442168,0.00006344637,0.0009355615,0.9962878,0.002511901],"study_design_scores_gemma":[0.0000123287,0.000008023663,0.0002566372,0.00005805774,0.000001631647,0.00001951487,0.00002143714,0.00002844093,0.00008523549,0.0005049309,0.998997,0.000006748958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007150227,0.001219257,0.001092508,0.3802578,0.2949747,0.0005134087,0.006501694,0.00420141,0.3105243],"genre_scores_gemma":[0.002995352,0.000531266,0.0006594195,0.4005712,0.02535568,0.000305089,0.001381741,0.0008862595,0.5673138],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2126261,"threshold_uncertainty_score":0.7113051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452599139351038,"score_gpt":0.3368708611868046,"score_spread":0.2823448697932943,"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."}}