{"id":"W2138611672","doi":"10.1017/s0140525x0140416x","title":"How (and why) Darwinian selection restricts environmental feedback","year":2001,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Novelty; Darwinism; Selection (genetic algorithm); Darwin (ADL); Adaptive value; Value (mathematics); Computer science; Evolutionary biology; Artificial intelligence; Biology; Psychology; Machine learning; Social psychology","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":[0.001659421,0.0002509797,0.0006386361,0.0003765006,0.0005956498,0.002560521,0.0009606323,0.001727976,0.005816272],"category_scores_gemma":[0.007988312,0.0002447235,0.0003610963,0.0002967584,0.00404605,0.004486906,0.001145076,0.001208023,0.001931024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282329,"about_ca_system_score_gemma":0.0007547789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345041,"about_ca_topic_score_gemma":0.001551795,"domain_scores_codex":[0.9987915,0.0002455439,0.00003940331,0.0004156617,0.0002365468,0.0002713515],"domain_scores_gemma":[0.9980512,0.0007117399,0.0002308482,0.0003373531,0.0003564402,0.0003125068],"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":[0.0002749753,0.0001240528,0.02045206,0.0008584484,0.0004606472,0.001031036,0.002072949,0.01785756,0.0316851,0.7891343,0.02381496,0.112234],"study_design_scores_gemma":[0.00007338619,0.00005913258,0.01124018,0.00007366997,0.00005916563,0.0005419668,0.0007399165,0.009079252,0.003390615,0.9380476,0.03661509,0.00007992645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5189357,0.01212952,0.1628631,0.09580357,0.002209626,0.00008337163,0.0007034405,0.001280652,0.205991],"genre_scores_gemma":[0.9835111,0.001414307,0.003943084,0.002758268,0.0002358886,0.00003487279,0.00008044748,0.0001464499,0.007875643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005816272,"threshold_uncertainty_score":0.0194574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925882556791042,"score_gpt":0.2658281329621522,"score_spread":0.2465693073942418,"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."}}