{"id":"W4396854924","doi":"10.1007/s11577-024-00947-1","title":"What is it Like to Evolve? Cultural Evolution as a Lived Experience","year":2024,"lang":"en","type":"article","venue":"KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation; University of Toronto","funders":"","keywords":"Die (integrated circuit); Computer science; Operating system","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":[0.005070187,0.0001589649,0.0002980258,0.000744419,0.002871844,0.006703539,0.0005697756,0.001517473,0.00152414],"category_scores_gemma":[0.01115651,0.0001502671,0.0001856979,0.0005996765,0.01781869,0.005836451,0.003162842,0.002556752,0.0001007209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711219,"about_ca_system_score_gemma":0.0007640954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126077,"about_ca_topic_score_gemma":0.00125949,"domain_scores_codex":[0.9959219,0.003299026,0.00006703093,0.0002141801,0.000288191,0.0002096982],"domain_scores_gemma":[0.9936924,0.003834969,0.0006347084,0.0003829184,0.0005377072,0.0009173386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008024691,0.00007524851,0.01681738,0.0001708146,0.00008327695,0.001031407,0.6980383,0.0009281329,0.003579372,0.2481209,0.003004783,0.02807011],"study_design_scores_gemma":[0.00002507291,0.0002210002,0.02191633,0.0004375891,0.00006455339,0.001852571,0.5182116,0.002190803,0.001320198,0.3396369,0.1139333,0.0001901608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8275489,0.005297307,0.0203996,0.04813739,0.0005853798,0.00003379778,0.0001322903,0.00005478789,0.0978106],"genre_scores_gemma":[0.997866,0.000336623,0.0006491441,0.0004394591,0.00003221742,0.000005164874,0.00001026171,0.000006919648,0.0006542947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006703539,"threshold_uncertainty_score":0.02681404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09638741905557248,"score_gpt":0.4597891172788477,"score_spread":0.3634016982232753,"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."}}