{"id":"W6999097774","doi":"","title":"Building Career Pathways for Resettled Refugees in the United States","year":2022,"lang":"en","type":"other","venue":"SAS-Space (University of London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career Pathways; Refugee; Career development; Order (exchange); Happening","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00100908,0.0004399681,0.0006820066,0.002165519,0.0003278913,0.00003247288,0.00174571,0.000318972,0.00443161],"category_scores_gemma":[0.0001348003,0.0004733965,0.0003042046,0.002027894,0.0003694925,0.0001409425,0.0005219972,0.0006776597,0.0001671657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526653,"about_ca_system_score_gemma":0.0001853762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01286669,"about_ca_topic_score_gemma":0.03061173,"domain_scores_codex":[0.9971271,0.0005802185,0.0001684878,0.0006684359,0.0008167409,0.0006390531],"domain_scores_gemma":[0.9976484,0.0004756065,0.0005980081,0.001036562,0.0001409828,0.0001004469],"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":[0.0004585012,0.0001441566,0.0005876062,0.0003239672,0.0002684488,0.000177997,0.007402148,0.000336147,0.0004654641,0.009371502,0.9802933,0.0001707981],"study_design_scores_gemma":[0.00225813,0.0001744387,0.0003540748,0.0001888624,0.0002152165,0.000005078592,0.03221859,0.0002539488,0.00001700844,0.0005400065,0.9632838,0.0004908724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.417243,0.007734094,0.002709004,0.01193244,0.001479961,0.01520746,0.05485257,0.003125236,0.4857162],"genre_scores_gemma":[0.02317977,0.0009395385,0.02861572,0.0005427895,0.0003966227,0.0000416468,0.01319691,0.003707854,0.9293792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4436629,"threshold_uncertainty_score":0.9997718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241071715490205,"score_gpt":0.238391916636452,"score_spread":0.2142847450874314,"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."}}