{"id":"W4400355275","doi":"10.5194/egusphere-2024-1482-rc1","title":"Review of Willeit and Ganopolski’s “Generalized stability landscape of the Atlantic Meridional Overturning Circulation” by Yvan Romé, University of Leeds","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ampere; Chemistry; Endocrinology; Internal medicine; Biology; Oceanography; Medicine; Geology","routes":{"ca_aff":false,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003876037,0.001278295,0.003068708,0.0004785712,0.000571848,0.0001399326,0.001514434,0.0007356073,0.03541835],"category_scores_gemma":[0.00192293,0.0009144793,0.001325898,0.001912965,0.001193096,0.0004205543,0.0003216831,0.001194673,0.0008184733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008418025,"about_ca_system_score_gemma":0.001030349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008374509,"about_ca_topic_score_gemma":0.03293272,"domain_scores_codex":[0.9906066,0.002379183,0.002295067,0.001663236,0.002126038,0.0009298826],"domain_scores_gemma":[0.9917188,0.002192602,0.00205224,0.002517975,0.000969806,0.0005485729],"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":[0.0002899754,0.0002184822,0.02063916,0.0435178,0.0007715152,0.000001741378,0.00040602,0.0001687026,0.002453839,0.0001156969,0.9291479,0.002269175],"study_design_scores_gemma":[0.0006863285,0.00003706422,0.009674713,0.01230091,0.001312381,0.00008869374,0.00003555851,0.00003299086,0.00002619558,0.0001387651,0.9746498,0.001016638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2395285,0.702099,0.002546048,0.02119477,0.003958142,0.005378081,0.01661921,0.0003428104,0.008333376],"genre_scores_gemma":[0.04587324,0.5340745,0.01525686,0.004978284,0.0009396673,0.00001991827,0.06864004,0.0002334326,0.329984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3216506,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724696691518597,"score_gpt":0.2662800277701886,"score_spread":0.2290330608550026,"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."}}