{"id":"W4248164140","doi":"10.5194/acp-2021-154-rc1","title":"Comment on acp-2021-154","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Space Agency; Université de Lille; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Water vapor; Troposphere; Environmental science; Atmospheric Infrared Sounder; Cirrus; Tropopause; Lidar; Tropical cyclone; Atmospheric sciences; Satellite; Relative humidity; Effective radius; Cloud top; Stratosphere; Meteorology; Climatology; Remote sensing; Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001234903,0.001052776,0.0009419884,0.001173395,0.002817327,0.004453068,0.002049877,0.01454444,0.550978],"category_scores_gemma":[0.008549009,0.0004594964,0.001238251,0.001697133,0.001085041,0.002665552,0.001606802,0.008114317,0.452529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742025,"about_ca_system_score_gemma":0.003206693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0284476,"about_ca_topic_score_gemma":0.03039552,"domain_scores_codex":[0.9988412,0.00007743823,0.00007707508,0.0001329016,0.000596666,0.0002748046],"domain_scores_gemma":[0.9969202,0.0006151155,0.0001141885,0.0003278875,0.001541237,0.0004812988],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002112724,0.00001072109,0.00003983102,0.00002967248,9.645797e-7,0.00004018736,0.00000420765,0.00001053211,0.00004072495,0.0003381357,0.9959596,0.003504425],"study_design_scores_gemma":[0.00001737993,0.000009577945,0.0004317761,0.00005719021,0.000001263026,0.00001286731,0.00002270762,0.00002796387,0.00006002744,0.0002591357,0.9990935,0.000006484583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006236685,0.0009983773,0.0005155465,0.1297924,0.2157979,0.000949583,0.01537583,0.003480242,0.6324664],"genre_scores_gemma":[0.002613956,0.0006158876,0.0003479926,0.1023275,0.02346411,0.0005355669,0.003827191,0.0008282163,0.8654395],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9987651,"threshold_uncertainty_score":0.6404754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129239870349049,"score_gpt":0.2676783560783569,"score_spread":0.2363859573748664,"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."}}