{"id":"W2972827250","doi":"10.5430/ijba.v10n5p33","title":"Porter’s Diamond Approaches and the Competitiveness Web","year":2019,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Aegean; Trakya Üniversitesi","keywords":"Diamond; Diamond model; Perspective (graphical); Set (abstract data type); Computer science; Industrial organization; Management science; Economics; Political science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003358234,0.0005569846,0.0005143336,0.005095004,0.003781295,0.008645977,0.001206004,0.003138389,0.005589983],"category_scores_gemma":[0.003193632,0.0001780043,0.0004630777,0.004972056,0.01837357,0.00984214,0.004336677,0.002472764,0.0007835164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008466537,"about_ca_system_score_gemma":0.006120904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040956,"about_ca_topic_score_gemma":0.006572871,"domain_scores_codex":[0.9974953,0.001227185,0.00007077935,0.0002458657,0.0006778779,0.0002829994],"domain_scores_gemma":[0.9976343,0.001442963,0.0001672145,0.0001531977,0.0003545085,0.0002477811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001223665,0.000002045336,0.00003302964,0.00000843334,8.105814e-7,0.0000223672,0.0003047223,0.000126792,0.000008142963,0.9968699,0.0006686159,0.001954084],"study_design_scores_gemma":[0.00000238406,0.000004572776,0.0001026364,0.00003983263,0.000001151173,0.00006901949,0.001466041,0.0007632858,0.00004479046,0.9530454,0.04445593,0.000005057761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02655623,0.01393518,0.08061746,0.05537575,0.0008295675,0.00005363029,0.00009726892,0.00009982375,0.8224352],"genre_scores_gemma":[0.9241714,0.01213689,0.02619244,0.003467274,0.0004550384,0.0001224363,0.00007126298,0.00006482148,0.0333184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008645977,"threshold_uncertainty_score":0.06142932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295520242893005,"score_gpt":0.2258069357827764,"score_spread":0.1962549114934759,"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."}}