{"id":"W4408957858","doi":"10.1029/2025ef006299","title":"Thank You to Our 2024 Reviewers","year":2025,"lang":"en","type":"article","venue":"Earth s Future","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Wageningen University and Research; Goddard Space Flight Center","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.02567194,0.002691293,0.002882277,0.006435013,0.005840597,0.01804323,0.00298208,0.00604735,0.08515754],"category_scores_gemma":[0.2439063,0.001180359,0.002170142,0.003219483,0.002423306,0.00782712,0.004206983,0.007915039,0.1328911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004119557,"about_ca_system_score_gemma":0.01255897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365952,"about_ca_topic_score_gemma":0.006506803,"domain_scores_codex":[0.9672531,0.00822236,0.003941976,0.003759469,0.01542465,0.001398451],"domain_scores_gemma":[0.4437838,0.01654673,0.01425933,0.008115267,0.4986404,0.01865446],"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":[0.00001365262,0.000003352336,0.0001080457,0.00008666492,0.000006812324,0.00005058805,0.00007881838,0.00001268154,0.00006051525,0.0002221325,0.9923343,0.007022477],"study_design_scores_gemma":[0.00001341127,0.00001011577,0.0002617908,0.0003012703,0.00001788772,0.0002474148,0.0004398112,0.00007995759,0.0001293476,0.0007787276,0.9976683,0.00005193267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004834571,0.008330677,0.0039263,0.2090998,0.7634522,0.000506252,0.001969337,0.001884368,0.01034759],"genre_scores_gemma":[0.01345154,0.01169122,0.01197898,0.1941791,0.5670551,0.001915608,0.003128708,0.004883605,0.1917163],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08515754,"threshold_uncertainty_score":0.2848803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095558842421472,"score_gpt":0.346978727667422,"score_spread":0.3360231392432073,"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."}}