{"id":"W4408635218","doi":"10.1029/2025tc008911","title":"Thank You to Our 2024 Reviewers","year":2025,"lang":"en","type":"article","venue":"Tectonics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Seismology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001240895,0.0000947172,0.0001215027,0.0002318151,0.00008662006,0.001130833,0.00279461,0.00002046528,0.00001639305],"category_scores_gemma":[0.001027165,0.00008446882,0.00004216008,0.001347443,0.000008272125,0.004638945,0.001904214,0.0001876545,0.0005602206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956969,"about_ca_system_score_gemma":0.000111115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004429046,"about_ca_topic_score_gemma":0.00002135256,"domain_scores_codex":[0.9986532,0.00008720389,0.0001612892,0.0004226495,0.0003675023,0.0003082008],"domain_scores_gemma":[0.9982146,0.00007301131,0.00004230602,0.00151425,0.00007269612,0.0000831308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008167837,0.00005031395,0.00023126,0.0001409049,0.00005687361,0.00003886404,0.00006349995,0.00006679468,0.0001345234,0.5557093,0.2941616,0.1493379],"study_design_scores_gemma":[0.00008412883,0.00003218948,0.0005421966,0.00006449074,0.00000771453,0.000001082909,0.00003899292,0.001575289,0.0002962255,0.001015444,0.9962451,0.00009708685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006870585,0.002283741,0.7106676,0.07268891,0.001813362,0.0008001743,0.000006065371,0.0003586561,0.2106944],"genre_scores_gemma":[0.1640356,0.01449022,0.3291422,0.02321007,0.0002812126,0.0003598365,0.00001691417,0.00004944231,0.4684145],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7020835,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06787360883792128,"score_gpt":0.396935664645487,"score_spread":0.3290620558075657,"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."}}