{"id":"W2959930731","doi":"10.22215/timreview/1252","title":"Business Model Architecture by Design","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conjunction (astronomy); Business model; Launched; Architecture; Computer science; Business architecture; Competitive advantage; Process management; Business; Business process; Marketing; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009654189,0.0003604257,0.0004328965,0.002015381,0.0001425892,0.0001222666,0.0007228396,0.0001421971,0.0005848342],"category_scores_gemma":[0.00007802669,0.0003340887,0.00005072575,0.01210554,0.00007164671,0.0005001404,0.0005051847,0.0002725641,0.003839359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000662332,"about_ca_system_score_gemma":0.00001523198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002044452,"about_ca_topic_score_gemma":6.909781e-7,"domain_scores_codex":[0.9978153,0.00001166833,0.0007872629,0.000587992,0.0003759437,0.0004219044],"domain_scores_gemma":[0.997903,0.000009170891,0.0005281905,0.0007975954,0.0007565472,0.000005419658],"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":[0.000007137026,0.00007100603,0.000185437,0.003687527,0.00005272288,0.000002883876,0.000001271146,0.0001257287,0.0002392672,0.8167464,0.128966,0.04991471],"study_design_scores_gemma":[0.0007264052,0.00001043956,0.00004687454,0.001316841,0.0001287901,0.000002006494,0.0000460821,0.004048152,0.00005958333,0.06873683,0.9243178,0.0005601491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001106855,0.005004552,0.2416433,0.03570532,0.000649451,0.004913042,0.000003078995,0.001893062,0.7090814],"genre_scores_gemma":[0.4501747,0.01530578,0.06491906,0.3413828,0.0009759053,0.003277619,0.002031341,0.0005474259,0.1213853],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7953519,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981399395692738,"score_gpt":0.2445189065650279,"score_spread":0.2247049126081005,"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."}}