{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007730351,0.001347431,0.001228818,0.001622547,0.001895665,0.02286723,0.006319878,0.001637877,0.05191901],"category_scores_gemma":[0.003257551,0.001156398,0.000205946,0.009292558,0.007972799,0.005564765,0.00791822,0.003135643,0.09280599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009890804,"about_ca_system_score_gemma":0.002006834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116094,"about_ca_topic_score_gemma":0.00004049306,"domain_scores_codex":[0.9876454,0.0003347184,0.001115121,0.004564022,0.004535187,0.001805506],"domain_scores_gemma":[0.9948702,0.0003938821,0.001099665,0.002029236,0.0005427344,0.001064239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001467038,0.000272335,0.01109675,0.0002042032,0.0003163486,0.00003860854,0.005009662,0.00009396152,0.0007517455,0.2055202,0.765076,0.01147341],"study_design_scores_gemma":[0.0005840554,0.0002833265,0.07227349,0.006314759,0.0004737644,0.0001350405,0.001363172,0.0008231933,0.00008774491,0.1108134,0.8045295,0.002318527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006988916,0.005441781,0.002505373,0.003227267,0.01573091,0.005678479,0.001407658,0.0003891446,0.9586304],"genre_scores_gemma":[0.269471,0.0005343886,0.05495955,0.002255369,0.004687321,0.0005420055,0.0002747521,0.00190388,0.6653717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2932587,"threshold_uncertainty_score":0.9999277,"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."}}