{"id":"W4224316390","doi":"10.5194/hgss-2021-22-rc2","title":"Comment on hgss-2021-22","year":2022,"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","funders":"Johns Hopkins University","keywords":"Tephra; Tephrochronology; Archaeology; Commission; Volcanology; History; Volcano; Geology; Geography; Physical geography; Paleontology; Political science; Law","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":[0.002257047,0.0009596568,0.000957965,0.00100746,0.003452765,0.003977548,0.002497555,0.03688284,0.1132225],"category_scores_gemma":[0.01223845,0.0005200246,0.001560992,0.001476306,0.001975491,0.002234257,0.002118821,0.01654577,0.1174864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00417388,"about_ca_system_score_gemma":0.005403442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0425209,"about_ca_topic_score_gemma":0.05280304,"domain_scores_codex":[0.9979451,0.0001817059,0.0001642871,0.0002392471,0.0009762571,0.0004934359],"domain_scores_gemma":[0.9960782,0.000963919,0.0001949003,0.0002479747,0.001819057,0.0006960277],"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":[0.00001694881,0.000006959707,0.00006578936,0.00002292864,0.000001206578,0.00006305271,0.00001292004,0.000008241654,0.00003904331,0.0005348701,0.9975176,0.001710468],"study_design_scores_gemma":[0.00001966673,0.00001464813,0.0008165238,0.00008738865,0.00000302428,0.00003224899,0.00006761384,0.00003631191,0.00007717891,0.0008880838,0.9979442,0.00001322492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008535502,0.001554197,0.0003933002,0.5726721,0.2505488,0.0003449279,0.005676614,0.00168804,0.1662684],"genre_scores_gemma":[0.002447536,0.000479778,0.0002185907,0.7163629,0.0265062,0.0002975625,0.001310341,0.0002428782,0.2521342],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1132225,"threshold_uncertainty_score":0.3787671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05165105887776533,"score_gpt":0.3113068804041402,"score_spread":0.2596558215263748,"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."}}