{"id":"W4379196521","doi":"10.5194/egusphere-2023-737-rc1","title":"Comment on egusphere-2023-737","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Army Research Office; University of California, Irvine; Office of Science; National Science Foundation; Government of Canada; Icelandic Centre for Research; Battelle; Government of Nunavut; U.S. Department of Energy","keywords":"Radiocarbon dating; Arctic; Physical geography; Arctic ice pack; Ice core; Moss; Geology; Sea ice; Holocene; Oceanography; Geography; Paleontology; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001028037,0.0006880088,0.0006981316,0.001091384,0.002188411,0.002855592,0.001668659,0.010349,0.5576954],"category_scores_gemma":[0.006845191,0.0003875273,0.0008226532,0.001209433,0.0008525915,0.002288514,0.001984644,0.005813612,0.382006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796396,"about_ca_system_score_gemma":0.001663253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093254,"about_ca_topic_score_gemma":0.02781486,"domain_scores_codex":[0.9993134,0.00005043846,0.00005872379,0.00008654357,0.0003293351,0.000161523],"domain_scores_gemma":[0.9974787,0.0005245584,0.0001028546,0.0002186407,0.001157603,0.0005176696],"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":[0.00001511387,0.000005704801,0.00003855711,0.00002134933,6.511115e-7,0.00004014879,0.000004272275,0.000004598578,0.00002674698,0.0002539927,0.996471,0.003117817],"study_design_scores_gemma":[0.00001384434,0.000006342315,0.0002790202,0.00006169815,9.853536e-7,0.00001468788,0.00002400445,0.00001363959,0.0000521584,0.0002197245,0.9993087,0.000005170477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006664805,0.00105892,0.000590328,0.1754839,0.3111174,0.0005288001,0.01304822,0.003526977,0.493979],"genre_scores_gemma":[0.002744342,0.0006811412,0.0002484759,0.1646369,0.03352412,0.0002802866,0.003246504,0.0009444294,0.7936938],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5576954,"threshold_uncertainty_score":0.6308937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06617990969821248,"score_gpt":0.3201305218060351,"score_spread":0.2539506121078226,"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."}}