{"id":"W2048877874","doi":"10.5539/res.v7n2p10","title":"The Model of Changes Management Information System Construction","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Advanced Research in Systems and Signal Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Information model; Computer science; Process management; Database","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008434843,0.00005392457,0.0001652009,0.00002402937,0.00004109615,0.000005513315,0.00007763944,0.00000398243,9.833592e-8],"category_scores_gemma":[0.00005388912,0.00003177189,0.00002175787,0.00008406635,0.00005532445,0.000104537,0.00005163906,0.00003116788,0.000005920683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002894891,"about_ca_system_score_gemma":0.000003431163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.406069e-7,"about_ca_topic_score_gemma":7.488391e-8,"domain_scores_codex":[0.9994062,0.00005102337,0.0002744573,0.00003061145,0.0001678964,0.00006987766],"domain_scores_gemma":[0.9995502,0.0000171946,0.00009879268,0.0001024456,0.0002131997,0.00001812532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001071811,0.000004940557,0.00001749575,0.2867041,0.0005031952,0.000002727798,0.0015717,0.04166956,0.0001262407,0.0235343,0.01029855,0.6355565],"study_design_scores_gemma":[0.001632301,0.0002961963,0.00009265234,0.2433385,0.0004317093,0.00005864143,0.07380562,0.1742786,0.002032116,0.0006621821,0.5024849,0.0008865425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005973992,0.7449636,0.03924066,0.0001108816,0.0003583054,0.0005766896,0.000008726086,0.0001135865,0.2140301],"genre_scores_gemma":[0.4493014,0.5468417,0.003614369,0.00002166326,0.0000662662,0.0000238386,0.000001710034,0.00001629847,0.0001128091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6346699,"threshold_uncertainty_score":0.129562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08343562359143185,"score_gpt":0.3035232942250208,"score_spread":0.220087670633589,"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."}}