{"id":"W4415375247","doi":"10.1002/smj.70028","title":"From wells to windmills: Resource redeployment and new technology investment in the energy sector","year":2025,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HEC Montréal; London Business School; École Polytechnique Fédérale de Lausanne; Universitat Pompeu Fabra; Università Bocconi; Copenhagen Business School; Strategic Management Society","keywords":"Investment (military); Offshore wind power; Resource (disambiguation); Petroleum industry; Asset (computer security); Submarine pipeline; Fossil fuel","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004829596,0.000220042,0.0002037859,0.0007728744,0.000209848,0.0007001383,0.0006743186,0.00008437492,0.0001939655],"category_scores_gemma":[0.00001321682,0.0001638696,0.00005569532,0.0009106214,0.00004910029,0.0002292624,0.0004625893,0.0003022106,0.00003593134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007370982,"about_ca_system_score_gemma":0.00002957094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003464516,"about_ca_topic_score_gemma":0.0001393773,"domain_scores_codex":[0.9985873,0.00002983536,0.0003719128,0.0003309688,0.0003009423,0.0003790879],"domain_scores_gemma":[0.9994589,0.00002440716,0.0001404401,0.0003172342,0.0000261559,0.00003287206],"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":[0.00005974386,0.00009742293,0.0007677085,0.00004149148,0.0001181558,0.0002007373,0.0001378074,0.00003649902,0.0001154206,0.9493647,0.04405596,0.005004351],"study_design_scores_gemma":[0.0007876322,0.00002603681,0.000828371,0.0001546805,0.00006714965,0.000004724393,0.005807121,0.00007862291,0.00002576325,0.6234273,0.3686334,0.0001592442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4010627,0.001862769,0.0008267224,0.06003172,0.0009602548,0.0006405465,0.00000266291,0.0001211977,0.5344915],"genre_scores_gemma":[0.9628152,0.0001939065,0.0005136988,0.0328786,0.001341911,0.00002954654,0.00001305259,0.00001929826,0.002194801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5617525,"threshold_uncertainty_score":0.675145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493863628896149,"score_gpt":0.2357159605332632,"score_spread":0.2107773242443017,"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."}}