{"id":"W3125026530","doi":"10.1111/1467-6281.00106","title":"On the relevance and comparability of segment data","year":2002,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparability; Relevance (law); Identification (biology); Set (abstract data type); Function (biology); Computer science; Mathematics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001490362,0.0003098204,0.0003610196,0.0001469636,0.0004868282,0.0002776482,0.001144304,0.0000591417,0.0001792725],"category_scores_gemma":[0.006906956,0.0002348737,0.00007751078,0.0004702153,0.0002247966,0.0006620083,0.0008146773,0.0004838274,0.0001733573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004230205,"about_ca_system_score_gemma":0.000009741507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092597,"about_ca_topic_score_gemma":0.00003234292,"domain_scores_codex":[0.9976658,0.00006357438,0.0005840212,0.0006732336,0.0005839607,0.0004294221],"domain_scores_gemma":[0.992731,0.0005727761,0.005342705,0.001204531,0.0001258881,0.00002304894],"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":[0.0004813841,0.002089327,0.1259919,0.0019311,0.0009539746,0.0002024377,0.004728461,0.003180146,0.01509968,0.3124957,0.2528993,0.2799466],"study_design_scores_gemma":[0.004437027,0.0002825294,0.0710721,0.002844391,0.00070004,0.00004396295,0.00231105,0.1400726,0.003024343,0.02689835,0.7455361,0.002777487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790483,0.0004623009,0.006349363,0.004397511,0.0003275034,0.0003932532,0.00001532987,0.0001337499,0.008872751],"genre_scores_gemma":[0.9965734,0.0001778637,0.0004227925,0.001780155,0.0004766966,0.00000901619,0.00001701061,0.00004227368,0.0005008108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4926368,"threshold_uncertainty_score":0.9577873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336855333544081,"score_gpt":0.2273159291000745,"score_spread":0.1936303957456664,"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."}}