{"id":"W7117891949","doi":"10.17605/osf.io/aeu4b","title":"Cultural vs. Functional Assimilation - Individuals and Groups","year":2024,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Assimilation (phonology); Cultural diversity; Cultural assimilation; Cultural group selection; Cultural background","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0091799,0.0004950858,0.0006141558,0.0005894973,0.001449437,0.002450643,0.0009559515,0.002008483,0.01922939],"category_scores_gemma":[0.02803244,0.0003072875,0.000846623,0.0006931234,0.00360725,0.002420567,0.001986653,0.001701107,0.001478238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325896,"about_ca_system_score_gemma":0.0007285376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004327588,"about_ca_topic_score_gemma":0.003554851,"domain_scores_codex":[0.9917829,0.0052187,0.0004969765,0.0009506937,0.0008739711,0.0006768087],"domain_scores_gemma":[0.958272,0.02866727,0.005159344,0.004378736,0.001508433,0.002014162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.07895841,0.03612652,0.520745,0.002445846,0.001918462,0.0005447699,0.03547797,0.007009601,0.02003607,0.1464325,0.00942758,0.1408773],"study_design_scores_gemma":[0.005013148,0.02625686,0.8018178,0.0004424395,0.001240464,0.0002910522,0.01957043,0.01093499,0.01445202,0.08091571,0.03861565,0.000449435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9667624,0.0001809881,0.002396422,0.0006622489,0.00009718834,0.0009984628,0.001088337,0.00002877876,0.02778522],"genre_scores_gemma":[0.9908856,0.0000628808,0.00206877,0.0004212674,0.00003645695,0.00247946,0.000581093,0.00001244869,0.003452055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01922939,"threshold_uncertainty_score":0.06432867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169731735299773,"score_gpt":0.3602307298899458,"score_spread":0.3085334125369481,"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."}}