{"id":"W4416958585","doi":"10.3390/admsci15120475","title":"The Impact of Entrepreneurial Ecosystems on Value Co-Creation in SME: The Moderating Role of Marketing Innovations","year":2025,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Competitor analysis; Value (mathematics); Business ecosystem; Value proposition; Sustainability; Entrepreneurship; Ecosystem; Resource (disambiguation); Marketing strategy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003113715,0.000307812,0.0003642154,0.001006596,0.0008320926,0.003083031,0.0003640318,0.001165534,0.004617041],"category_scores_gemma":[0.01740115,0.0002144127,0.0006897867,0.000870598,0.001405042,0.001856988,0.002953382,0.0009845073,0.0002937854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245645,"about_ca_system_score_gemma":0.001860401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419218,"about_ca_topic_score_gemma":0.003030568,"domain_scores_codex":[0.9970783,0.00171359,0.0001236851,0.0003077802,0.0002990959,0.0004775138],"domain_scores_gemma":[0.9636941,0.02687872,0.004662538,0.0009074784,0.001030979,0.002826187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004638662,0.0008954772,0.9307572,0.0003478733,0.0003303003,0.001010739,0.01081157,0.001620982,0.002752858,0.01131797,0.0003344686,0.03935677],"study_design_scores_gemma":[0.00004155295,0.0003665019,0.9586797,0.0003426347,0.0003612013,0.0003501591,0.01504142,0.005399046,0.001370496,0.01329494,0.004711487,0.00004096342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905076,0.0003433239,0.0008388581,0.0005824901,0.000008929602,0.00002301171,0.00003132719,0.000006109009,0.007658272],"genre_scores_gemma":[0.999276,0.0001150674,0.0002459509,0.00003816407,0.000004941933,0.00001078854,0.00001126131,0.000002068641,0.0002959009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004617041,"threshold_uncertainty_score":0.01646709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768311509958294,"score_gpt":0.3507043344607765,"score_spread":0.3230212193611936,"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."}}