{"id":"W4245613866","doi":"10.5194/acp-2021-251-rc2","title":"Comment on acp-2021-251","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; CERN; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Isoprene; Ozonolysis; Aerosol; Relative humidity; Chemistry; Sulfuric acid; Ozone; Particle (ecology); Vapor pressure; Thermodynamics; Organic chemistry","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":[0.001430803,0.000963261,0.0008829748,0.001045784,0.003036077,0.003875194,0.002298325,0.01894864,0.3547494],"category_scores_gemma":[0.01156718,0.0004742495,0.001199152,0.001353184,0.001465152,0.002338125,0.001675337,0.01087083,0.3041074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003609046,"about_ca_system_score_gemma":0.002717234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02429182,"about_ca_topic_score_gemma":0.02444587,"domain_scores_codex":[0.9985399,0.0000974845,0.0001185854,0.0001758509,0.0007832185,0.0002849837],"domain_scores_gemma":[0.9962882,0.0009287515,0.0001508336,0.0003800418,0.001745095,0.0005071769],"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":[0.00002883262,0.00001476117,0.00005561562,0.00003125966,0.000001735049,0.00009353634,0.000008995006,0.00001233042,0.00007369355,0.0005380969,0.9952129,0.003928178],"study_design_scores_gemma":[0.00001689213,0.00001134589,0.0003964312,0.00005635319,0.00000187837,0.00002586968,0.00002530784,0.00003843734,0.0000979457,0.0003977283,0.9989248,0.00000699729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007001319,0.0009779924,0.0006511927,0.2146808,0.292634,0.0007962717,0.006342297,0.002878619,0.4803388],"genre_scores_gemma":[0.003384871,0.0006190828,0.000387917,0.2265413,0.0387134,0.0004428855,0.001736136,0.0006566929,0.7275178],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3547494,"threshold_uncertainty_score":0.9203717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976664607486517,"score_gpt":0.2589988602755842,"score_spread":0.229232214200719,"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."}}