{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005351275,0.001410299,0.0007425708,0.003034771,0.001367238,0.009849758,0.002353181,0.0025482,0.02389088],"category_scores_gemma":[0.006330017,0.0009603684,0.002133592,0.003441726,0.004424024,0.008641685,0.003636425,0.003314746,0.007074979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367139,"about_ca_system_score_gemma":0.004256432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547729,"about_ca_topic_score_gemma":0.00251903,"domain_scores_codex":[0.9942327,0.002510047,0.0005301575,0.0007394398,0.001680195,0.0003075042],"domain_scores_gemma":[0.9961523,0.001224688,0.0002794694,0.001323171,0.0008149154,0.0002055481],"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":[0.00001420666,0.00002594127,0.0002850987,0.0004806537,0.00003484433,0.00007533507,0.0004107103,0.003377385,0.0005064483,0.8999591,0.009457641,0.08537268],"study_design_scores_gemma":[0.0000185815,0.00003254982,0.0002091101,0.0005708167,0.00003835306,0.0003274005,0.0002075971,0.01046789,0.0007142341,0.4498883,0.5374964,0.00002882129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002305346,0.006617721,0.8645281,0.007538534,0.0004794204,0.0004715132,0.000560882,0.002379579,0.1151191],"genre_scores_gemma":[0.0712415,0.009708481,0.8685597,0.001256521,0.0002861324,0.0009811106,0.001795053,0.0007912406,0.04538024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02389088,"threshold_uncertainty_score":0.07992297,"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."}}