{"id":"W4207023168","doi":"10.31235/osf.io/67x9k","title":"Externalisation in Refugee Sponsorship Through Refugee Status Determination Requirements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"International Human Rights and Reproductive Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Documentation; Political science; Business; Law; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002049341,0.0002385531,0.0002929471,0.0001864441,0.0002973669,0.0003681287,0.0004203779,0.0003676603,0.001723111],"category_scores_gemma":[0.0005378581,0.0002116187,0.0001392325,0.0001819067,0.0002645037,0.0006980342,0.0002851036,0.0005011947,0.00003809241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225648,"about_ca_system_score_gemma":0.0005101526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008159445,"about_ca_topic_score_gemma":0.02324704,"domain_scores_codex":[0.9960562,0.001061975,0.0005606569,0.0008481259,0.001023564,0.0004494697],"domain_scores_gemma":[0.9985063,0.000138971,0.0003435326,0.0004472572,0.0004887935,0.00007511392],"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":[0.0001155585,0.000288671,0.004831741,0.0000921351,0.00004522358,0.00008803464,0.03119877,0.000126056,0.0002376581,0.9580665,0.0001556716,0.004753991],"study_design_scores_gemma":[0.001068518,0.00007896193,0.1150927,0.001209237,0.00007289037,0.000004773037,0.004922447,0.0002907194,0.003351065,0.4604536,0.4120493,0.001405803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909367,0.0002231301,0.0009005848,0.0013115,0.00251955,0.0006015311,0.00001351172,0.00008644465,0.08497679],"genre_scores_gemma":[0.9661428,0.0003465233,0.003263664,0.0002165981,0.0009907862,0.00006459306,0.0001741395,0.00002468109,0.02877619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4976129,"threshold_uncertainty_score":0.9991894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09885961669924462,"score_gpt":0.4002677167459014,"score_spread":0.3014081000466567,"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."}}