{"id":"W4380790319","doi":"10.5194/egusphere-2023-561-rc1","title":"Comment on egusphere-2023-561","year":2023,"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":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Dinocyst; Bay; Holocene; Northern Hemisphere; Transect; Geology; Oceanography; Physical geography; Dinoflagellate; Last Glacial Maximum; Paleontology; Climatology; Ecology; Geography; Palynology; 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":[0.00204674,0.0007738966,0.0008173158,0.001255446,0.002611802,0.003279295,0.002248261,0.01916798,0.3101397],"category_scores_gemma":[0.01275155,0.0004757248,0.00111224,0.001300987,0.001541341,0.002521151,0.002241766,0.009729643,0.2220562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274765,"about_ca_system_score_gemma":0.002263059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02389626,"about_ca_topic_score_gemma":0.02731353,"domain_scores_codex":[0.9986569,0.0001093447,0.0001275585,0.0001717316,0.0006740139,0.0002605108],"domain_scores_gemma":[0.9958861,0.001101186,0.0002014323,0.0003791494,0.001731221,0.0007008243],"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":[0.0000166127,0.00000582351,0.00004807279,0.00001931542,0.00000108444,0.00005590498,0.00000642114,0.000006100787,0.00003729552,0.0003913023,0.9971552,0.002256877],"study_design_scores_gemma":[0.0000151804,0.000007471504,0.0003417053,0.00005384262,0.00000136471,0.00001723431,0.00002444663,0.00002138052,0.00005902896,0.0003561942,0.9990951,0.000007095945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007098232,0.00102345,0.0007472587,0.4209591,0.3446707,0.0004706824,0.007973791,0.003309845,0.2201354],"genre_scores_gemma":[0.003436841,0.0007092387,0.0004628166,0.4787837,0.05572464,0.000380055,0.002335401,0.0008746889,0.4572927],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3101397,"threshold_uncertainty_score":0.9840019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875551822626175,"score_gpt":0.2537207135950454,"score_spread":0.2349651953687836,"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."}}