{"id":"W2162208896","doi":"10.1002/psp.1778","title":"Migration, Development and the ‘Migration and Development Nexus’","year":2013,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Nexus (standard); Mainstream; Argument (complex analysis); Politics; Perspective (graphical); Political science; Power (physics); Sociology; Engineering; Computer science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005032836,0.00008305511,0.00008834819,0.00004130483,0.0007188013,0.000247095,0.00003367712,0.00006098197,0.00006033799],"category_scores_gemma":[0.00008769873,0.00006052925,0.00000672047,0.0001018401,0.00009313891,0.000295687,0.00001808537,0.00005337702,0.00001403603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000030488,"about_ca_system_score_gemma":0.00006350784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005284251,"about_ca_topic_score_gemma":0.1343901,"domain_scores_codex":[0.9992729,0.0001159131,0.0001683791,0.0001425396,0.0001816382,0.0001186726],"domain_scores_gemma":[0.9996037,0.0001058786,0.00008008647,0.00005417556,0.00007579679,0.00008030334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004284392,0.00002351806,0.3807831,0.00002832775,0.00002904425,2.727975e-7,0.4042158,0.0001636992,0.00002736319,0.1593484,0.003269817,0.05206786],"study_design_scores_gemma":[0.0009125347,0.00001003061,0.4847716,0.00002349588,0.00001320492,0.000002029427,0.02588017,0.01494272,0.00003325248,0.001525437,0.471608,0.0002775136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844616,0.0003144565,0.001132371,0.01287991,0.00005302023,0.0003645993,6.119009e-7,0.00003229552,0.0007611545],"genre_scores_gemma":[0.9921032,0.0003284106,0.002926899,0.0003450568,0.00004317151,0.00003821032,0.00003125857,0.000004694733,0.004179112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4683382,"threshold_uncertainty_score":0.8814051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593082087734495,"score_gpt":0.2572690407833843,"score_spread":0.2413382199060393,"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."}}