{"id":"W4200207975","doi":"10.5194/essd-2021-272-rc2","title":"Comment on essd-2021-272","year":2021,"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":"University of Alberta; Université Laval; Natural Resources Canada; Canadian Forest Service; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"Leverhulme Trust","keywords":"Radiocarbon dating; Charcoal; Database; Metadata; Computer science; Geography; Archaeology; World Wide Web","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":[0.00227591,0.0005004542,0.0006637438,0.001086318,0.002060029,0.003170881,0.002114395,0.01594372,0.2924829],"category_scores_gemma":[0.01815311,0.0003877632,0.0009485965,0.00120247,0.001127521,0.002459598,0.00204501,0.007505685,0.2102048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321298,"about_ca_system_score_gemma":0.003130096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125948,"about_ca_topic_score_gemma":0.0277091,"domain_scores_codex":[0.998018,0.0001395141,0.0002171273,0.000187144,0.001108345,0.0003298077],"domain_scores_gemma":[0.993691,0.00148911,0.0001936637,0.0003997862,0.00333081,0.0008956438],"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":[0.000009102742,0.000004156949,0.00004737993,0.00002504471,5.265829e-7,0.00003570951,0.000007593088,0.000004659622,0.00002372409,0.0004215087,0.9973055,0.002114936],"study_design_scores_gemma":[0.000009697878,0.00000504025,0.0003001236,0.00006252903,0.000001012535,0.00001994673,0.00002888464,0.00001039887,0.00004955471,0.0003068154,0.9992008,0.000005287424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007389272,0.001541805,0.0006989923,0.4159974,0.2754225,0.0003741214,0.01550669,0.001929441,0.28779],"genre_scores_gemma":[0.003542842,0.0009661158,0.0004941013,0.4167142,0.03120677,0.0003246738,0.004395839,0.000545476,0.5418099],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2924829,"threshold_uncertainty_score":0.9784528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417952513697206,"score_gpt":0.3147738920830488,"score_spread":0.2605943669460768,"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."}}