{"id":"W7117578249","doi":"10.59865/abacj.2025.55","title":"Editorial","year":2025,"lang":"","type":"article","venue":"ABAC Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assumption University","funders":"","keywords":"CLARITY; Coherence (philosophical gambling strategy); Perspective (graphical); Context (archaeology); Macro level; Focus (optics)","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":[0.004128865,0.001698299,0.001272326,0.002622182,0.002717367,0.006335645,0.002284898,0.004743844,0.07285921],"category_scores_gemma":[0.03028964,0.0004665542,0.001207555,0.0009988239,0.001405477,0.003567103,0.001856569,0.007448013,0.04796139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591705,"about_ca_system_score_gemma":0.002787858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000571918,"about_ca_topic_score_gemma":0.001185151,"domain_scores_codex":[0.9956459,0.000495936,0.0004332938,0.0008248583,0.002171322,0.0004285639],"domain_scores_gemma":[0.9698488,0.005973201,0.001613791,0.001555968,0.01701288,0.003995392],"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":[0.00001947155,0.000008930272,0.00005631342,0.0001052574,0.000005053107,0.00007406108,0.00001791666,0.00001520161,0.00007826782,0.0005605947,0.9883419,0.0107171],"study_design_scores_gemma":[0.000009948446,0.00001675722,0.0001731008,0.0001991006,0.000008277131,0.0001926366,0.00005209099,0.00004781848,0.0001561304,0.0007954511,0.998341,0.000007716252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001090497,0.002272804,0.0001975645,0.02791823,0.9634187,0.00001935866,0.0001189715,0.0001041054,0.005841223],"genre_scores_gemma":[0.002008962,0.00386506,0.0002601165,0.02856861,0.9253468,0.00003348201,0.0002075868,0.0001856853,0.03952371],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07285921,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007672607607967195,"score_gpt":0.2163308880493643,"score_spread":0.2086582804413971,"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."}}