{"id":"W4283705120","doi":"10.5194/acp-2022-313-rc2","title":"Comment on acp-2022-313","year":2022,"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":"York University","funders":"","keywords":"Sulfuric acid; Aerosol; Nitrate; Environmental chemistry; Aqueous solution; Sulfate; Inorganic ions; Atmospheric chemistry; Chemistry; Ammonium; Acid rain; Ammonia; Deposition (geology); Sulfur dioxide; Environmental science; Atmospheric sciences; Ion; Inorganic chemistry; Geology","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":[0.002998499,0.001255191,0.001370286,0.001218078,0.003403006,0.00426912,0.003431333,0.04130045,0.114762],"category_scores_gemma":[0.0188732,0.0006437807,0.001957019,0.002067835,0.002387587,0.002884653,0.002007119,0.02120086,0.1073537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004720766,"about_ca_system_score_gemma":0.005353395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02856836,"about_ca_topic_score_gemma":0.02517984,"domain_scores_codex":[0.9973187,0.0002263528,0.0003034761,0.0003406506,0.0012604,0.0005504741],"domain_scores_gemma":[0.9950062,0.001532378,0.0002912653,0.0004257281,0.001913551,0.0008307725],"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":[0.00003650122,0.00001627495,0.0001218105,0.00004450342,0.000003154259,0.0002484067,0.00001561512,0.00001677586,0.00006708527,0.0005114959,0.9957544,0.003164019],"study_design_scores_gemma":[0.00003523817,0.00001767354,0.0008912967,0.0001432057,0.000005194464,0.00007733188,0.00005072453,0.00007421617,0.00009341627,0.0009059333,0.9976875,0.00001845346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008097542,0.001985866,0.0005995684,0.5039999,0.3661664,0.0007602053,0.005362566,0.001723941,0.1185919],"genre_scores_gemma":[0.003658134,0.00141297,0.0004673125,0.7090853,0.09330837,0.0008431708,0.001716603,0.0003137246,0.1891945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.114762,"threshold_uncertainty_score":0.3839171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856624057795411,"score_gpt":0.2556211449503137,"score_spread":0.2270549043723596,"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."}}