{"id":"W4415537650","doi":"10.1111/eff.70028","title":"Editorial 2026","year":2025,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hokkaido University; Hainan University; University of Wyoming; Universidad de Navarra; University of Oklahoma; Karlstads universitet; Sorbonne Université; Anhui Normal University; University of Washington; University of Southern Mississippi","keywords":"Publication; Transformational leadership; Milestone; Publishing; Open science; Declaration; Institution","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003338453,0.00009943429,0.0003458886,0.0002811026,0.0000738595,0.0000203894,0.0002261631,0.000205614,0.002350444],"category_scores_gemma":[0.0000800644,0.000118973,0.00006646691,0.0002357764,0.0001082872,0.0001773945,0.00006492968,0.0001147084,0.000325922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004712372,"about_ca_system_score_gemma":0.00003463412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735541,"about_ca_topic_score_gemma":0.001055239,"domain_scores_codex":[0.9989165,0.000007177711,0.0005827214,0.0002604546,0.0000148552,0.0002182577],"domain_scores_gemma":[0.9994073,0.00003906859,0.000210657,0.0002438152,0.00007952029,0.00001966617],"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":[0.00001120691,0.00004445116,0.3404569,0.00002099837,0.00004159183,3.660984e-7,0.00004464199,0.000008770769,0.00001217318,0.01470519,0.6445834,0.000070325],"study_design_scores_gemma":[0.0005505491,0.00002413575,0.1643376,0.000004741592,0.000003794239,4.083088e-7,0.00000900592,0.00006367948,0.0002936823,0.02943256,0.8051754,0.0001044025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721201,0.0001239535,0.0004786417,0.003072084,0.1503697,0.0002070815,0.000315564,0.00005328122,0.07325954],"genre_scores_gemma":[0.9693342,0.00004719896,0.0007863773,0.00215744,0.01603933,0.00004986047,0.0001071134,0.00001834563,0.01146008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972141,"threshold_uncertainty_score":0.9985616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262798554803572,"score_gpt":0.2018947906295879,"score_spread":0.1892668050815522,"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."}}