{"id":"W1984761996","doi":"10.5430/jms.v3n4p24","title":"A Study on Technological Management Strategy in SMEs","year":2012,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Technology transfer; Technology management; Human resources; Human resource management; Knowledge management; Industrial organization; Marketing; Management; Economics; Computer science","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":[0.001636916,0.0002723269,0.0003425454,0.001463675,0.000109087,0.000283222,0.0003386557,0.00006751351,0.00008988873],"category_scores_gemma":[0.00001268556,0.0002132816,0.00007605428,0.0009253406,0.00005866893,0.0008131068,0.0002624491,0.000297455,0.000104947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005687178,"about_ca_system_score_gemma":0.000004061167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004328409,"about_ca_topic_score_gemma":0.000009498289,"domain_scores_codex":[0.9980686,0.00003309676,0.0007288863,0.0002294363,0.0004849578,0.0004550636],"domain_scores_gemma":[0.9992417,0.00002224548,0.0004004915,0.0002169617,0.00009124658,0.00002736405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001576102,0.001965878,0.05130693,0.0001898353,0.000213945,0.0004180999,0.00006881708,0.0000629854,0.00000447304,0.8721783,0.002368421,0.0710647],"study_design_scores_gemma":[0.00742098,0.0006380412,0.8231981,0.0002723814,0.0004185581,0.00002287655,0.08364449,0.0002834331,0.00001370804,0.0223318,0.06088238,0.0008732753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4309916,0.0001934614,0.00008990794,0.0002400239,0.0002703559,0.0005770884,2.263516e-7,0.00004339045,0.567594],"genre_scores_gemma":[0.9971836,0.00007058282,0.0001159599,0.0004588298,0.0004074068,0.00002439983,0.000001894657,0.00001915011,0.001718218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8498465,"threshold_uncertainty_score":0.8697372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753984786630735,"score_gpt":0.2789659135811844,"score_spread":0.231426065714877,"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."}}