{"id":"W7134065595","doi":"10.5281/zenodo.18885916","title":"ARCHITECTING VALUE CREATION: A STRATEGIC GOVERNANCE FRAMEWORK FOR PRODUCT MANAGEMENT IN SCALABLE TECHNOLOGY ENTERPRISES","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Corporate governance; Futures studies; Strategic planning; Function (biology); Strategic financial management; Product (mathematics); New product development; Product management; Value (mathematics)","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":[0.01147164,0.0005256873,0.0003265864,0.00264864,0.002411002,0.01118993,0.001159918,0.001817421,0.002237661],"category_scores_gemma":[0.007574187,0.0003826173,0.0005009023,0.001979021,0.01379017,0.008153209,0.004177895,0.001990036,0.0002642104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006198871,"about_ca_system_score_gemma":0.00733799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495259,"about_ca_topic_score_gemma":0.005538591,"domain_scores_codex":[0.9940904,0.00364958,0.000349809,0.0005423287,0.0008680823,0.0004997796],"domain_scores_gemma":[0.9949121,0.001964192,0.0008135687,0.0008264222,0.0009167721,0.0005669137],"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":[0.000002839024,0.00001168222,0.0004636691,0.00001518869,0.000004666136,0.00004634969,0.0008191156,0.005352906,0.0002003591,0.9877464,0.0003667365,0.004970121],"study_design_scores_gemma":[0.00001087312,0.00002774029,0.0007453762,0.0001027993,0.00001014099,0.00004831265,0.00189229,0.03077453,0.0004499961,0.9458979,0.02001938,0.00002063035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06472553,0.0007667425,0.8212665,0.01029245,0.0001151654,0.0002969069,0.00007468521,0.0002607252,0.1022013],"genre_scores_gemma":[0.9187801,0.0002743049,0.07790214,0.0001590252,0.00003959617,0.000143326,0.00004032292,0.00002710299,0.002633979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01147164,"threshold_uncertainty_score":0.06066853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406529005308031,"score_gpt":0.3150918799941615,"score_spread":0.2810265899410812,"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."}}