{"id":"W4238858605","doi":"10.1080/21931674.2014.951520","title":"Transnational migration","year":2014,"lang":"en","type":"article","venue":"Transnational Social Review","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Political science; Economic geography; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001166713,0.00009583656,0.0001701333,0.00004513605,0.0005647663,0.00004094596,0.0001628954,0.00008629391,0.001954601],"category_scores_gemma":[0.0001216766,0.00009853406,0.0001492859,0.0003884367,0.0001237642,0.0002084733,0.000002245483,0.0001023621,0.000008115716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008548405,"about_ca_system_score_gemma":0.0001918666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007515363,"about_ca_topic_score_gemma":0.005209662,"domain_scores_codex":[0.9982946,0.0003355904,0.0002856061,0.0001623561,0.0007462915,0.0001755364],"domain_scores_gemma":[0.9993656,0.0001361789,0.00007741557,0.00005347429,0.0002870784,0.00008031118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001809117,0.0000291649,0.0000470763,0.00008054886,0.000007283113,7.18527e-8,0.001773955,0.000005517356,0.00001417401,0.9906052,0.001794523,0.00564068],"study_design_scores_gemma":[0.0001524279,0.000007243132,0.001924129,0.000007840523,0.00002828734,2.142243e-7,0.00007437166,0.0003105868,0.000001965188,0.0144882,0.9828826,0.0001221654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002930193,0.0003947107,0.01749085,0.9588826,0.0001706969,0.0004069649,0.00002916266,0.000110351,0.01958448],"genre_scores_gemma":[0.9913831,0.0007112634,0.0005217392,0.00542623,0.0002004678,0.00005465523,0.0002084369,0.00001087785,0.001483275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9884529,"threshold_uncertainty_score":0.9989578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503019151731388,"score_gpt":0.3339407645283038,"score_spread":0.30891057301099,"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."}}