{"id":"W4397013832","doi":"10.33423/jabe.v26i1.6963","title":"A Heuristic Model to Find Optimal or Realistic Target Industry Sectors","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portfolio; Heuristic; Asset (computer security); Investment (military); Construct (python library); Capital asset pricing model; Sustainability; Industrial organization; Capital (architecture); Capital investment; Economics; Business; Risk analysis (engineering); Computer science; Finance","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":[0.0009901325,0.0007541649,0.0006514871,0.001268528,0.0005743525,0.002130466,0.001670627,0.001793219,0.009537443],"category_scores_gemma":[0.003114359,0.0004735646,0.0007085935,0.001569837,0.000877533,0.001778524,0.000717017,0.00100412,0.0009789566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839121,"about_ca_system_score_gemma":0.002077767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006840048,"about_ca_topic_score_gemma":0.007702973,"domain_scores_codex":[0.9995647,0.0001986691,0.00001760914,0.00007735683,0.00007199579,0.00006959039],"domain_scores_gemma":[0.9991657,0.0005092709,0.00009385413,0.00005425819,0.0001090439,0.00006804554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003196783,0.00003386149,0.0004420168,0.00004201554,0.00001459567,0.00009662446,0.00003644641,0.9114138,0.0002916919,0.08019991,0.001208802,0.006188263],"study_design_scores_gemma":[0.00002182845,0.00002071049,0.00008209544,0.00001116073,0.000007804069,0.00002976784,0.00002821428,0.968689,0.0001276508,0.02939591,0.001578143,0.00000769986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04877358,0.000388135,0.9124002,0.001290483,0.00007414379,0.0002325757,0.000740467,0.0002547061,0.0358458],"genre_scores_gemma":[0.6486393,0.0008347796,0.3267951,0.000278342,0.0000681069,0.0006518989,0.0006713306,0.00008089213,0.02198027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009537443,"threshold_uncertainty_score":0.03190589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559565024635945,"score_gpt":0.2246276063446038,"score_spread":0.1890319560982443,"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."}}