{"id":"W4399756439","doi":"10.5194/amt-2024-27-rc2","title":"Comment on amt-2024-27","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963212,0.0009091118,0.0009888809,0.001047225,0.003275119,0.004032305,0.002950695,0.028252,0.1595271],"category_scores_gemma":[0.01365262,0.0005117123,0.001838071,0.001278859,0.002063246,0.002312057,0.001806124,0.01645571,0.1631074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203883,"about_ca_system_score_gemma":0.00406002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03436674,"about_ca_topic_score_gemma":0.03463437,"domain_scores_codex":[0.9981559,0.0001389232,0.0001608475,0.0002332028,0.0009328519,0.0003781856],"domain_scores_gemma":[0.9964617,0.0007358544,0.0001657462,0.000292364,0.00177964,0.0005646687],"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":[0.00002169952,0.00001012275,0.00006219577,0.00002961315,0.000001709437,0.00009309403,0.00001326492,0.000007596885,0.00006941291,0.0005553473,0.9966553,0.00248062],"study_design_scores_gemma":[0.00001314176,0.00001132981,0.0004989963,0.00006824424,0.000002703267,0.00002854553,0.0000381961,0.00002753798,0.00006830805,0.0003927597,0.9988412,0.000008980297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005551655,0.001336484,0.0004000835,0.4239112,0.3784278,0.0004554454,0.003721765,0.00163109,0.189561],"genre_scores_gemma":[0.002544209,0.0007549291,0.0003177958,0.5422353,0.05652935,0.0004086849,0.0009316767,0.0003418389,0.3959362],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1595271,"threshold_uncertainty_score":0.5336714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392583587161789,"score_gpt":0.2496714779164824,"score_spread":0.2357456420448645,"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."}}