{"id":"W3124799585","doi":"10.5539/res.v7n2p1","title":"Methodical Estimation Basic Concepts of Organization Changes’ Requirements Level and Enterprises’ Readiness to Their Implementation","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimation; Process (computing); Computer science; Process management; Space (punctuation); Meaning (existential); Business; Knowledge management; Risk analysis (engineering); Systems engineering; Engineering","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":[0.001225484,0.0001163447,0.0005068544,0.00009790946,0.00003352821,0.00001153534,0.00009716211,0.0000118412,0.00003789498],"category_scores_gemma":[0.0004634295,0.0001053909,0.00002319399,0.0002300055,0.00004997554,0.000174856,0.0001301977,0.00002295196,0.00003110812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004597313,"about_ca_system_score_gemma":0.00001728981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001214789,"about_ca_topic_score_gemma":0.000003919915,"domain_scores_codex":[0.9989473,0.00006009953,0.0006656282,0.0001980266,0.00003408504,0.00009489383],"domain_scores_gemma":[0.9990557,0.0000366955,0.00052762,0.0001294478,0.000210843,0.00003966212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007055265,0.0003232286,0.4602439,0.03114773,0.001561609,0.000007107712,0.02751544,0.00005772258,0.0005223853,0.1585022,0.03930953,0.2807387],"study_design_scores_gemma":[0.004828107,0.0009090407,0.8589396,0.01947193,0.0003028805,0.00002240842,0.01603089,0.0001760109,0.005517101,0.01031023,0.08161626,0.001875497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678136,0.3286009,0.06853845,0.006976377,0.001301415,0.002566294,0.0005162176,0.00009991533,0.02358692],"genre_scores_gemma":[0.9148563,0.07772131,0.006540508,0.0006096272,0.00005028626,0.00001354301,0.00006986771,0.00002454537,0.0001140353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986958,"threshold_uncertainty_score":0.4297717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985733183917145,"score_gpt":0.3927284305239699,"score_spread":0.09415511213225547,"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."}}