{"id":"W7000974693","doi":"","title":"How rising ocean temperatures are influencing our weather","year":2024,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atmosphere (unit); Latitude; Ocean heat content; Sea surface temperature; Global warming; Atmospheric temperature; Climate change; Moisture; Air temperature","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.04690442,0.002292066,0.002245987,0.004791582,0.002008405,0.01234827,0.01098047,0.001186045,0.003297647],"category_scores_gemma":[0.009798139,0.001873469,0.0007164852,0.003024881,0.00349874,0.001441556,0.02007117,0.02379427,0.05173454],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02119811,"about_ca_system_score_gemma":0.00578327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143548,"about_ca_topic_score_gemma":0.007326256,"domain_scores_codex":[0.9373667,0.009394833,0.001078421,0.006589775,0.03828785,0.007282378],"domain_scores_gemma":[0.9876072,0.00137419,0.0005361504,0.00632027,0.001964716,0.002197446],"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":[0.0007054058,0.0004194874,0.0001531088,0.0008901881,0.0009679337,0.003011245,0.00120688,0.00002572201,0.02639197,0.001182329,0.9635655,0.001480251],"study_design_scores_gemma":[0.001610641,0.0005693634,0.0002690465,0.004946041,0.00008025397,0.00009651379,0.007322285,0.0003113491,0.0004214211,0.006452867,0.9759789,0.001941298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001110755,0.0452382,0.00001424262,0.01022604,0.0009920591,0.01557073,0.004862712,0.001043308,0.9209419],"genre_scores_gemma":[0.04278377,0.005460071,0.002201854,0.0001558282,0.003130264,0.001050187,0.0004977236,0.006457467,0.9382628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05024049,"threshold_uncertainty_score":0.999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330151146495445,"score_gpt":0.3704142689166164,"score_spread":0.2373991542670719,"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."}}