{"id":"W3022601779","doi":"10.22215/timreview/1346","title":"Digitalization, Internationalization and Scaling of Online SMEs","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Internationalization; Scalability; Industrial organization; Business; Scaling; Business model; Commerce; Business administration; Computer science; Marketing; International trade; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001518736,0.0001169693,0.0002024872,0.0006369613,0.0000488976,0.00005604412,0.0001987245,0.00004277134,0.0001451906],"category_scores_gemma":[0.0003857262,0.0001180762,0.00001775964,0.004951824,0.00006805875,0.0006262636,0.0002473457,0.0000557021,0.00002693811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001356933,"about_ca_system_score_gemma":0.00000714563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002142645,"about_ca_topic_score_gemma":0.00000154218,"domain_scores_codex":[0.9988977,0.000004732267,0.0005999086,0.0002223355,0.0001915721,0.00008378101],"domain_scores_gemma":[0.9987136,0.000008637227,0.0004972293,0.0001511702,0.0006254164,0.000003934262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004579089,0.00004053131,0.01804303,0.003842244,0.00004350477,0.000001454969,0.000006975677,0.00005585386,0.00008384699,0.905236,0.00885012,0.06379184],"study_design_scores_gemma":[0.0009232466,0.00002461844,0.005282216,0.003651862,0.0002407302,0.000002250784,0.0003122361,0.006404937,0.0001935435,0.02822974,0.9542726,0.0004620481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.10269,0.02730594,0.5706487,0.2472355,0.000713811,0.004980126,0.00004167618,0.002676983,0.04370722],"genre_scores_gemma":[0.9686391,0.006332951,0.002120887,0.0219787,0.0001826117,0.00006697401,0.0005264886,0.00002757374,0.0001247604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9454225,"threshold_uncertainty_score":0.4815007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168993465349505,"score_gpt":0.2702894443020518,"score_spread":0.2485995096485567,"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."}}