{"id":"W2055473381","doi":"10.1111/j.1365-2982.2004.00493.x","title":"Message from the Editors: Consolidation","year":2004,"lang":"en","type":"editorial","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Computer science; Business; Accounting","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004795757,0.0006279655,0.0009474922,0.00007869561,0.0002059923,0.00006449999,0.00058551,0.0008135015,0.0004281005],"category_scores_gemma":[0.004371001,0.0004902976,0.0004578124,0.0001162695,0.0008540283,0.00009358906,0.0002648818,0.002993885,0.0001260582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226651,"about_ca_system_score_gemma":0.0005031847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008946051,"about_ca_topic_score_gemma":0.0003577854,"domain_scores_codex":[0.995795,0.0005479563,0.0007535109,0.001210684,0.0009348412,0.0007579667],"domain_scores_gemma":[0.9961093,0.001333514,0.000405232,0.001442362,0.00042634,0.0002832556],"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":[0.0003009907,0.0004594388,0.056653,0.00007416924,0.0001140286,0.00009824076,0.00006134732,0.000008919245,0.00006064476,0.000001443725,0.9420609,0.0001068824],"study_design_scores_gemma":[0.004340314,0.001788887,0.3071786,0.0002692806,0.0007740594,0.00004998262,0.00006423132,0.00001846717,0.00002884819,0.000379172,0.6850437,0.00006447706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1625089,0.00009302968,0.0003015164,0.01031365,0.8238006,0.0009367649,0.001446727,0.0002549919,0.0003438623],"genre_scores_gemma":[0.1084268,0.00003772125,0.0002455791,0.001982001,0.8859847,0.00006419011,0.003029923,0.00008034896,0.0001487179],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2570172,"threshold_uncertainty_score":0.9997548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040303133136936,"score_gpt":0.2608266281030514,"score_spread":0.250423596771682,"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."}}