{"id":"W4293060395","doi":"10.5194/egusphere-2022-5-ac4","title":"Reply on RC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Environmental science; Atmosphere (unit); Sensible heat; Atmospheric sciences; Carbon dioxide; Global warming; Climate change; Climatology; Atmospheric temperature; Greenhouse gas; Meteorology; Geography; Chemistry; Ecology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003832232,0.001029788,0.001406463,0.001248541,0.003008097,0.004094765,0.003782955,0.03104458,0.04989883],"category_scores_gemma":[0.03966732,0.0005829831,0.001556583,0.001201321,0.002733811,0.004764909,0.002302016,0.03094252,0.05232323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004892388,"about_ca_system_score_gemma":0.004992369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009599478,"about_ca_topic_score_gemma":0.01025994,"domain_scores_codex":[0.9962662,0.0007118264,0.00051562,0.0006660034,0.001356471,0.0004838386],"domain_scores_gemma":[0.9894769,0.003188137,0.0004319815,0.0005900887,0.005014236,0.001298614],"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":[0.00001157355,0.000004313465,0.00006130673,0.00003056764,0.000003213092,0.0001287783,0.00002120863,0.000006602941,0.00002751617,0.000322961,0.9971434,0.002238448],"study_design_scores_gemma":[0.00001232254,0.00001072791,0.0003030067,0.0001068386,0.000006512846,0.0002417427,0.000105186,0.00002554641,0.00008960781,0.0006341006,0.9984452,0.00001916453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000187743,0.002441133,0.0001244824,0.8369958,0.1527946,0.00005646052,0.0002326907,0.0001304608,0.007036511],"genre_scores_gemma":[0.001925172,0.001798708,0.0001583977,0.9020498,0.06260774,0.0001114946,0.0001314096,0.00008919682,0.03112813],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9501012,"threshold_uncertainty_score":0.1669282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06343537146361795,"score_gpt":0.3186358891574008,"score_spread":0.2552005176937828,"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."}}