{"id":"W4206389372","doi":"10.5194/amt-2021-112-ac1","title":"Reply on RC1","year":2021,"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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Pittsburgh; University Corporation for Atmospheric Research; National Aeronautics and Space Administration; Canadian Space Agency; National Science Foundation","keywords":"Environmental science; Troposphere; Moderate-resolution imaging spectroradiometer; Cloud computing; Satellite; Meteorology; Climatology; Atmospheric sciences; Cloud top; Remote sensing; Cloud cover; Amazon rainforest; Geography; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002307599,0.0009468095,0.001017488,0.001070696,0.002728668,0.004002296,0.003231288,0.02206891,0.173305],"category_scores_gemma":[0.02450732,0.0005873059,0.001372597,0.0007768728,0.00188171,0.003591558,0.002416114,0.01999815,0.1496031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003175844,"about_ca_system_score_gemma":0.00303771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006932989,"about_ca_topic_score_gemma":0.007765028,"domain_scores_codex":[0.9977394,0.0003974863,0.0002364083,0.0004368852,0.0008156446,0.0003740044],"domain_scores_gemma":[0.9934461,0.001759674,0.0002363831,0.0004617479,0.003074322,0.001021823],"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":[0.000007314632,0.000003156358,0.00002385114,0.00001228344,0.000001141398,0.00004587289,0.000006865867,0.00000305692,0.00001609444,0.0002113693,0.9978149,0.001854042],"study_design_scores_gemma":[0.00001011584,0.000007520008,0.0001641441,0.00005311059,0.000002365946,0.00007158605,0.00005076759,0.00001677593,0.00005596462,0.0003854006,0.9991743,0.000007943514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002305205,0.001848715,0.0002448486,0.7160991,0.2407104,0.0001288359,0.0006764109,0.0005254546,0.03953573],"genre_scores_gemma":[0.002306795,0.001140165,0.0002331655,0.7606626,0.07195452,0.0001712424,0.0003123573,0.0002646924,0.1629546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.173305,"threshold_uncertainty_score":0.5797628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134081071662327,"score_gpt":0.2421600585019114,"score_spread":0.2287519513356787,"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."}}