{"id":"W4386632318","doi":"10.5194/egusphere-2023-902-ac9","title":"Comment on egusphere-2023-902","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Storm; Landfall; Climatology; Winter storm; Environmental science; Nova scotia; Storm surge; Middle latitudes; Meteorology; Climate change; Oceanography; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00241942,0.0008728868,0.0008477023,0.001597806,0.003455334,0.003542744,0.002310183,0.01771116,0.3015656],"category_scores_gemma":[0.01963085,0.0004628687,0.0009659993,0.001420944,0.001311084,0.002970064,0.002046525,0.007298247,0.2357122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608006,"about_ca_system_score_gemma":0.003297333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02748025,"about_ca_topic_score_gemma":0.04221056,"domain_scores_codex":[0.9979989,0.0001399216,0.000155132,0.0001894161,0.001183654,0.0003329881],"domain_scores_gemma":[0.9907404,0.001596081,0.0003111831,0.000534559,0.005332599,0.001485108],"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":[0.00001022726,0.000005476569,0.00003942054,0.000020744,6.004383e-7,0.00005383172,0.00000599777,0.000003456866,0.00002645273,0.0002159704,0.9976372,0.001980885],"study_design_scores_gemma":[0.00001309247,0.000007348503,0.0003470821,0.00004978587,0.000001176733,0.00002282526,0.00003463933,0.0000166346,0.0000530759,0.0002058669,0.9992417,0.000006818951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006412823,0.001368628,0.0005229608,0.3657236,0.3634062,0.0007171119,0.004038533,0.002555528,0.2610261],"genre_scores_gemma":[0.002692787,0.0008569722,0.0002836029,0.2308862,0.05008352,0.0003335226,0.001373473,0.000805599,0.7126843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3015656,"threshold_uncertainty_score":0.9962319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448377508270879,"score_gpt":0.3125139889609922,"score_spread":0.2480302138782834,"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."}}