{"id":"W4415749809","doi":"10.1097/shk.0000000000002738","title":"Shock Synopsis November 2025","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005095252,0.0009674739,0.0005234463,0.002069248,0.0007388315,0.002325665,0.0007638104,0.001863876,0.4262025],"category_scores_gemma":[0.001678119,0.0002717014,0.000424265,0.0009848704,0.0002434925,0.0008509475,0.001578784,0.001562594,0.1743707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006794756,"about_ca_system_score_gemma":0.0007807594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530095,"about_ca_topic_score_gemma":0.008424999,"domain_scores_codex":[0.9997179,0.00002205117,0.00001966544,0.00003914503,0.0001443439,0.00005686412],"domain_scores_gemma":[0.9987139,0.0001425302,0.0001048721,0.00008854342,0.0005820533,0.0003680882],"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":[0.0001432993,0.0000125055,0.0001203949,0.0002539027,0.000003755955,0.00005820475,0.000006387096,0.00005056511,0.0002631145,0.0003943904,0.9691403,0.02955328],"study_design_scores_gemma":[0.00001711967,0.0000327065,0.001028779,0.0001277546,0.000003359676,0.00002013861,0.00001515092,0.00003221423,0.0001145089,0.0001688274,0.9984357,0.000003723443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002592542,0.02382611,0.001907975,0.01595809,0.2985282,0.001175797,0.0205195,0.002269165,0.6332226],"genre_scores_gemma":[0.004359735,0.005630669,0.0002442358,0.003771493,0.02184264,0.0001376817,0.007312157,0.0001742738,0.9565271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4262025,"threshold_uncertainty_score":0.8184525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549861744221303,"score_gpt":0.2615593176058457,"score_spread":0.2460607001636326,"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."}}