{"id":"W4407092610","doi":"10.2139/ssrn.5121836","title":"Resource redeployment in business ecosystems &lt;br&gt;","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Ecosystem; Business; Business ecosystem; Resource (disambiguation); Natural resource economics; Environmental resource management; Environmental economics; Environmental science; Computer science; Economics; Ecology; Knowledge management; Biology","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":[0.002913861,0.0001851594,0.0002541843,0.0009387576,0.001995695,0.005317063,0.001288443,0.001745856,0.02801346],"category_scores_gemma":[0.006813444,0.0002339484,0.0005147225,0.00153436,0.001928363,0.006788453,0.003766904,0.001702678,0.002485384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237669,"about_ca_system_score_gemma":0.003548091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110104,"about_ca_topic_score_gemma":0.02388807,"domain_scores_codex":[0.9987639,0.0003075781,0.00007442183,0.0001980181,0.0002326842,0.0004234769],"domain_scores_gemma":[0.996452,0.001024684,0.0003993125,0.001072121,0.0005762301,0.000475649],"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":[0.0003776846,0.0002221537,0.01312702,0.0003399998,0.00004056176,0.001853457,0.004123458,0.004278388,0.004414193,0.5116776,0.02571483,0.4338306],"study_design_scores_gemma":[0.00004270887,0.0002422631,0.04424011,0.0006610084,0.00008553337,0.002004793,0.009283019,0.010512,0.01113917,0.25204,0.6696404,0.0001090004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2922639,0.003965305,0.02413355,0.01703772,0.0004156444,0.0001362028,0.0005323136,0.0005810059,0.6609344],"genre_scores_gemma":[0.8689663,0.001244275,0.009956221,0.0009332054,0.00007953841,0.00004907959,0.0001921535,0.0001291534,0.11845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02801346,"threshold_uncertainty_score":0.09371436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007307435742681252,"score_gpt":0.2165206967991938,"score_spread":0.2092132610565126,"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."}}