{"id":"W7108204359","doi":"10.17605/osf.io/f8gxs","title":"Ethnicity, Religion, Refugee Resettlement Multinational","year":2024,"lang":"","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Multinational corporation; Permission; Syrian refugees","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":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.02418129,0.001840967,0.001646808,0.003613889,0.001983068,0.01325828,0.03140829,0.001998274,0.08544902],"category_scores_gemma":[0.01526463,0.001768389,0.000467013,0.02089252,0.009702683,0.002224422,0.0291362,0.005900327,0.4880307],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004102507,"about_ca_system_score_gemma":0.007599166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029839,"about_ca_topic_score_gemma":0.0004388145,"domain_scores_codex":[0.9751511,0.0007416644,0.002319811,0.007579221,0.01073644,0.003471782],"domain_scores_gemma":[0.9866352,0.0007843155,0.001854965,0.007203231,0.00188422,0.001638046],"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":[0.0000877177,0.0004380832,0.0001221965,0.000145929,0.0001226391,0.0001071367,0.001020274,0.00007306238,0.000779702,0.2627535,0.7295868,0.004762886],"study_design_scores_gemma":[0.0004419715,0.0002340204,0.0005342309,0.01055335,0.0001788286,0.00003480739,0.000225897,0.0006820215,0.0004445466,0.1596294,0.8251616,0.001879236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002626574,0.005285254,0.001408022,0.01030323,0.01226415,0.00704022,0.001622132,0.000404331,0.96141],"genre_scores_gemma":[0.0113755,0.0007007165,0.1413227,0.002800111,0.002507826,0.000763867,0.0001077894,0.002479648,0.8379418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4025816,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429238299327561,"score_gpt":0.4123220578462667,"score_spread":0.3680296748529911,"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."}}