{"id":"W4387884307","doi":"10.4236/tel.2023.135071","title":"Economic Natural Selection: Interpretation of Natural Selection as Economic Selection in the Evolutionary Process","year":2023,"lang":"en","type":"article","venue":"Theoretical Economics Letters","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"","keywords":"Natural selection; Selection (genetic algorithm); Process (computing); Natural resource; Natural (archaeology); Group selection; Interpretation (philosophy); Economics; Computer science; Microeconomics; Ecology; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001378214,0.0003252597,0.0005634471,0.0007170632,0.0002739336,0.0001164417,0.0005474992,0.0001776103,0.0008135843],"category_scores_gemma":[0.0001220768,0.0003529369,0.0002642522,0.0003776154,0.0006151768,0.0009171562,0.00006308599,0.0005707137,0.00208631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077617,"about_ca_system_score_gemma":0.0001406849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700452,"about_ca_topic_score_gemma":0.000327773,"domain_scores_codex":[0.997315,0.0001217121,0.001259012,0.000721084,0.00003272863,0.000550445],"domain_scores_gemma":[0.9987969,0.0003461167,0.0005199037,0.0002393112,0.00002384212,0.0000738797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002050826,0.00004173024,0.005821072,0.00002607723,0.00007816735,8.495113e-7,0.0007566595,0.07300249,0.0001673034,0.9190178,0.0006372463,0.0002455526],"study_design_scores_gemma":[0.001018312,0.0001507858,0.01447109,0.00003213419,0.00002526559,0.000108709,0.0005154204,0.5451207,0.0005360831,0.4360194,0.001395163,0.0006070012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840102,0.0001041563,0.0005375379,0.003807155,0.001389132,0.0004953453,0.00008472965,0.0001299039,0.009441823],"genre_scores_gemma":[0.9979194,0.0001062887,0.0001109449,0.001086731,0.0004063172,0.000119371,0.00008968591,0.00004357702,0.0001176268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4829984,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006644312589723478,"score_gpt":0.2228751489110428,"score_spread":0.2162308363213193,"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."}}