{"id":"W4385335299","doi":"10.5194/egusphere-2023-902-rc3","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":"","funders":"Dalhousie University","keywords":"Storm; Landfall; Climatology; Winter storm; Nova scotia; Environmental science; Middle latitudes; Storm surge; Climate change; Natural hazard; Tropical cyclone; Meteorology; Oceanography; Geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002245935,0.0003534438,0.0006143329,0.00008369051,0.0001545706,0.00009645659,0.0007031001,0.0002721302,0.1448149],"category_scores_gemma":[0.0001691001,0.0002242502,0.0002759316,0.0004442408,0.00009759272,0.00004244071,0.00005731021,0.0009517975,0.06915038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001283883,"about_ca_system_score_gemma":0.00009151384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02667481,"about_ca_topic_score_gemma":0.03721078,"domain_scores_codex":[0.9968905,0.0001722789,0.0004116841,0.0006000605,0.00121289,0.0007125864],"domain_scores_gemma":[0.998388,0.000551204,0.00006734266,0.0005060713,0.00007233616,0.000415081],"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":[0.00001578412,0.00002059617,0.001482322,0.0007413797,0.00003151744,0.00005429771,0.000001157471,0.00001396032,4.132108e-8,0.0001756713,0.9134657,0.08399758],"study_design_scores_gemma":[0.0001183545,0.0003317639,0.01605291,0.0007032413,0.00002431512,0.000002372449,0.000004472816,0.0001130551,8.241607e-7,0.0006259991,0.9817265,0.0002961642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00005964519,0.01553164,0.00001979912,0.6808243,0.004022662,0.0007078701,0.001430127,0.0002752548,0.2971287],"genre_scores_gemma":[0.0004895312,0.02180104,0.0001950182,0.0803941,0.00140264,0.00001553889,0.00582118,0.0000217474,0.8898592],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6004303,"threshold_uncertainty_score":0.9803576,"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."}}