{"id":"W2117128891","doi":"10.1002/9781118384497.ch26","title":"Gender, Difference, and Contestation: Economic Geography through the Lens of Transnational Migration","year":2012,"lang":"en","type":"other","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lens (geology); Economic geography; Geography; Human geography; Sociology; Political science; Physics; Optics","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":[0.0001361193,0.00009562574,0.0001219422,0.00006643104,0.0001131846,0.00003210856,0.00009791742,0.0001386491,0.004619236],"category_scores_gemma":[0.000006424337,0.00006800238,0.00005096254,0.00006656121,0.0003021416,0.00008637831,0.000004996438,0.00006112213,0.000005641321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001517084,"about_ca_system_score_gemma":0.00009920298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711483,"about_ca_topic_score_gemma":0.1465548,"domain_scores_codex":[0.9993823,0.0000895437,0.000151037,0.0001137346,0.0001560036,0.0001074114],"domain_scores_gemma":[0.9996152,0.00008936893,0.0001467873,0.00008741448,0.00003398043,0.00002727389],"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":[0.000001396618,0.00001335593,0.001792138,0.000009401145,0.00002885037,1.545637e-8,0.007540916,0.000001794271,0.000002150422,0.971346,0.01883497,0.0004290194],"study_design_scores_gemma":[0.0001386196,0.000007770872,0.005868496,0.000005739599,0.00002901952,1.718893e-7,0.002539655,0.0001253587,0.000001222281,0.00414813,0.9870207,0.0001151713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001305518,0.0007214748,0.003540638,0.00340171,0.000272816,0.0003457361,0.0001635149,0.00005854547,0.99019],"genre_scores_gemma":[0.406757,0.005073002,0.001517274,0.0005829392,0.0005207824,0.00004127933,0.0002618722,0.00009319902,0.5851527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9681857,"threshold_uncertainty_score":0.9962907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879061396477719,"score_gpt":0.2809155485007322,"score_spread":0.252124934535955,"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."}}