{"id":"W2081252708","doi":"10.5539/ass.v11n8p243","title":"Methodological Approaches to the Management of Innovative Development of an Enterprise","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predictability; Process management; Development (topology); Enterprise management; Computer science; Control (management); Reliability (semiconductor); Knowledge management; Management science; Business; Engineering; Artificial intelligence; Mathematics","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":[0.005360789,0.00007445524,0.000166475,0.00007774839,0.0005098988,0.00002823673,0.001136686,0.00006646806,0.00002301521],"category_scores_gemma":[0.0002016085,0.00005023654,0.00002122594,0.001639828,0.001660822,0.0001650383,0.0003561632,0.00008000789,0.00001188389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178974,"about_ca_system_score_gemma":0.0003892815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002782461,"about_ca_topic_score_gemma":0.00003051448,"domain_scores_codex":[0.9985138,0.0001520856,0.0002946442,0.0002557062,0.0004984713,0.0002852566],"domain_scores_gemma":[0.999453,0.00003409969,0.000155159,0.0001336806,0.0001089537,0.0001151184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008122071,0.00005049955,0.0004480506,0.000002519209,0.00001078583,5.51701e-7,0.04269394,3.473843e-7,0.00001708597,0.4731393,0.00004773376,0.483581],"study_design_scores_gemma":[0.000479304,0.0001831139,0.4283959,0.00004759423,0.00001370295,6.551861e-7,0.3906653,0.000008189751,0.006793037,0.09510067,0.07784006,0.0004724724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2538623,0.000008281829,0.008754063,0.002757688,0.0001844003,0.0003936206,0.00000201489,0.00004335934,0.7339942],"genre_scores_gemma":[0.8602234,0.000001307286,0.1394691,0.00007560054,0.00002402012,0.00002357343,4.925786e-7,0.000002058877,0.0001803907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7338139,"threshold_uncertainty_score":0.6119369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.420478830109166,"score_gpt":0.3988954079507532,"score_spread":0.02158342215841286,"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."}}