{"id":"W7019941273","doi":"","title":"Introduction to Research Briefs: Immigrants and Precarious Employment in the New Economy","year":2009,"lang":"en","type":"report","venue":"TSpace","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Latin Americans; Affect (linguistics); Precarious work; New economy","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":[0.00525305,0.0008941725,0.0008556051,0.003815052,0.004905168,0.003117687,0.001504072,0.003661852,0.05656663],"category_scores_gemma":[0.01552241,0.0006264914,0.0005047183,0.003969609,0.0009613215,0.00393735,0.002575732,0.003964507,0.009142896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004364907,"about_ca_system_score_gemma":0.00963106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03267534,"about_ca_topic_score_gemma":0.09023739,"domain_scores_codex":[0.9977614,0.001178855,0.0003890761,0.0001563904,0.0003050887,0.0002092302],"domain_scores_gemma":[0.981337,0.0105722,0.001232398,0.0002968141,0.003899048,0.002662445],"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":[0.0000140202,0.00006823266,0.001020457,0.0005770134,0.00000286322,0.00008402044,0.001961972,0.00003759949,0.00006799862,0.004108264,0.9700937,0.02196378],"study_design_scores_gemma":[0.00002257143,0.00006363643,0.01365293,0.001854151,0.000009897058,0.000116427,0.01113327,0.00004161305,0.00007796646,0.00315725,0.9698384,0.00003183313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009739322,0.08137968,0.002016816,0.6446294,0.09318087,0.002565238,0.02656913,0.0003032063,0.1396164],"genre_scores_gemma":[0.06952642,0.2774813,0.008696089,0.1183395,0.07779738,0.0125618,0.03195884,0.0004077586,0.4032309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05656663,"threshold_uncertainty_score":0.1892342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09026142559242613,"score_gpt":0.4286529785132553,"score_spread":0.3383915529208292,"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."}}