{"id":"W4231490573","doi":"10.1111/(issn)1911-3838","title":"Accounting Perspectives","year":2010,"lang":"en","type":"paratext","venue":"Accounting Perspectives","topic":"","field":"","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002626299,0.001363564,0.001165385,0.005655351,0.003249044,0.01413319,0.0009782672,0.006234381,0.2660449],"category_scores_gemma":[0.009577719,0.0005682785,0.0006252352,0.01113073,0.001322453,0.004639546,0.00173572,0.0055724,0.1269623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009232232,"about_ca_system_score_gemma":0.0113587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413451,"about_ca_topic_score_gemma":0.02719898,"domain_scores_codex":[0.9962325,0.0004803168,0.0001756441,0.0003385744,0.002314178,0.0004588983],"domain_scores_gemma":[0.9947507,0.0007137544,0.0002766706,0.0004015744,0.003412209,0.0004450554],"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":[0.00001368356,0.00001161719,0.00003334497,0.0001021954,0.000001622174,0.00001761237,0.00004403316,0.00004872322,0.00004435267,0.01843281,0.9661931,0.01505687],"study_design_scores_gemma":[0.0000045881,0.000004004698,0.0002699127,0.0001432725,0.000002946769,0.0000112334,0.00004942095,0.00002971979,0.00004557385,0.003820733,0.9956144,0.000004252576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004839681,0.0168897,0.0003374485,0.05801081,0.02134126,0.00004967493,0.002891905,0.0001825934,0.8998127],"genre_scores_gemma":[0.004598281,0.01333926,0.0002150113,0.00402673,0.006256006,0.00004347887,0.001008874,0.000105892,0.9704064],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2660449,"threshold_uncertainty_score":0.8900087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261805074231285,"score_gpt":0.2931833175900829,"score_spread":0.28056526684777,"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."}}