{"id":"W4406645063","doi":"10.5539/ibr.v18n1p54","title":"A Systems Thinking based Sustainable Business Model Framework –An Appropriate Approach for the Design of Sustainable Business Models in Start-Up Consulting","year":2025,"lang":"en","type":"article","venue":"International Business Research","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable business; Process management; Business; Business model; Systems thinking; Sustainable development; Knowledge management; Management science; Computer science; Marketing; Sustainability; 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":[0.006261785,0.001395,0.0006768184,0.004328457,0.003155312,0.009912453,0.003762206,0.004056212,0.008428581],"category_scores_gemma":[0.005818219,0.0008233108,0.001830735,0.004179062,0.005320623,0.007883764,0.006012796,0.004450027,0.002238882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006358811,"about_ca_system_score_gemma":0.009598381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006935478,"about_ca_topic_score_gemma":0.01079013,"domain_scores_codex":[0.9947689,0.003092683,0.0003518552,0.0003479483,0.001154926,0.0002837927],"domain_scores_gemma":[0.9973264,0.001273083,0.0001885917,0.0003329138,0.0005653005,0.0003137348],"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":[0.000007986093,0.00003738667,0.0002021517,0.0002023351,0.00001175115,0.0002408005,0.002024185,0.008435579,0.0005903634,0.9603382,0.003811555,0.02409763],"study_design_scores_gemma":[0.00002157018,0.00004478482,0.0001958803,0.0009079241,0.00001764063,0.000256566,0.002481884,0.03303068,0.0007861229,0.6998684,0.2623419,0.00004669559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00288401,0.001073238,0.9335786,0.007274118,0.0002331306,0.000682679,0.0003125303,0.0005512945,0.05341044],"genre_scores_gemma":[0.0521074,0.001418458,0.9351734,0.0005675475,0.00006463155,0.001413734,0.0004217977,0.0001900007,0.008643096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009912453,"threshold_uncertainty_score":0.04613668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08687595301898383,"score_gpt":0.3329090800414539,"score_spread":0.24603312702247,"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."}}