{"id":"W2316643953","doi":"10.5509/2012851137","title":"Organizing Student Mobility: Education Agents and Student Migration to New Zealand","year":2012,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Economic geography; Mathematics education; Geography; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000338535,0.00008983893,0.0000876222,0.0000439574,0.0002483783,0.0001405874,0.0001038248,0.00005009775,0.000191351],"category_scores_gemma":[0.000153922,0.00008015182,0.00002117274,0.0002207693,0.00003897959,0.0002624284,0.00003484587,0.00004953254,0.0001767934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168472,"about_ca_system_score_gemma":0.000147437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504699,"about_ca_topic_score_gemma":0.001537981,"domain_scores_codex":[0.9990276,0.0000887807,0.000141809,0.0001721299,0.0003107016,0.0002590199],"domain_scores_gemma":[0.9992167,0.00002498496,0.00005054962,0.0001181627,0.0001176103,0.0004719335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000313572,0.0003561522,0.1160395,0.000003716734,0.00001528783,7.657228e-8,0.8041824,0.000001495365,0.0002699532,0.001354954,0.07193939,0.005834014],"study_design_scores_gemma":[0.0000732343,0.000009410171,0.1474976,0.000008361954,0.0000142052,5.111528e-7,0.5848626,3.034713e-7,0.00002822431,0.00002488842,0.2673981,0.00008252944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937929,0.0002235455,0.00001121325,0.005544348,0.002108911,0.0005681855,0.000001869586,0.00006331225,0.05354963],"genre_scores_gemma":[0.9846748,0.0001034082,0.000494891,0.0001229751,0.0004673502,0.00002398231,0.000009863384,0.000006057808,0.01409669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2193197,"threshold_uncertainty_score":0.529808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622223644301786,"score_gpt":0.3531095038552196,"score_spread":0.3268872674122017,"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."}}