{"id":"W4242838271","doi":"10.5194/acp-2021-384-rc1","title":"Comment on acp-2021-384","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Colorado Boulder; University of Toronto; National Science Foundation","keywords":"Aerosol; Isoprene; Atmospheric sciences; Scalable Vector Graphics; Environmental science; Canopy; Chemistry; Environmental chemistry; Meteorology; Botany; Physics; Organic chemistry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001556509,0.0009366785,0.0008867984,0.001235351,0.003356857,0.004019449,0.002341446,0.01757627,0.5312577],"category_scores_gemma":[0.01434479,0.0005017074,0.001124297,0.001622611,0.001375354,0.002661685,0.001856589,0.008344628,0.4461493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938482,"about_ca_system_score_gemma":0.003094509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02546631,"about_ca_topic_score_gemma":0.02629085,"domain_scores_codex":[0.9984921,0.00009962206,0.0001150415,0.0001699816,0.000825386,0.0002979801],"domain_scores_gemma":[0.9954064,0.0009463716,0.0001514297,0.0004077358,0.002381633,0.0007064369],"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":[0.00001503761,0.000009714986,0.00003774544,0.00002051536,8.183886e-7,0.00005066867,0.00000616376,0.000007706619,0.00003900695,0.0003529688,0.9960917,0.00336793],"study_design_scores_gemma":[0.00001418536,0.000009350598,0.0002539414,0.00004597791,0.000001198383,0.00001769155,0.00002316382,0.00002346527,0.00006151528,0.0002710022,0.9992729,0.000005620016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0005520782,0.0007960558,0.0006788874,0.1920503,0.2124445,0.0007900937,0.005795134,0.003767109,0.5831259],"genre_scores_gemma":[0.002211145,0.0005032679,0.0003443286,0.1412789,0.02738857,0.0003704953,0.001496738,0.000722089,0.8256846],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5312577,"threshold_uncertainty_score":0.668604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297820476645397,"score_gpt":0.259021156225117,"score_spread":0.2292391085605773,"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."}}