{"id":"W4410984043","doi":"10.2139/ssrn.5277938","title":"<p><b>The Emotional and Economic Cost of Migration: </b><b>A Critical Analysis of <i>Hello, Love, Again</i> and the Filipino Diaspora in Canada</b></p>","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic analysis; Economics; Agricultural economics","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":[0.004001931,0.0005210075,0.0004475223,0.002101275,0.008131194,0.003051194,0.002166281,0.004564603,0.03827777],"category_scores_gemma":[0.01962592,0.0003001126,0.000348482,0.003445741,0.00836925,0.00368311,0.001815805,0.005146904,0.00324055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02252611,"about_ca_system_score_gemma":0.02611315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6847308,"about_ca_topic_score_gemma":0.7545019,"domain_scores_codex":[0.9980693,0.0006817027,0.00009252082,0.0002069032,0.0006384448,0.0003110158],"domain_scores_gemma":[0.986572,0.004937102,0.0004042755,0.0003131255,0.006921486,0.0008520461],"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":[0.00002087315,0.000008672942,0.0004078626,0.0001232913,0.000004259592,0.0001101564,0.002885312,0.00007432391,0.000079299,0.04553913,0.935636,0.01511076],"study_design_scores_gemma":[0.00001843666,0.000008672144,0.007866712,0.0009355432,0.00001566139,0.00005984693,0.02541698,0.0001804832,0.0005165429,0.0255221,0.9393944,0.00006462904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007420028,0.01993969,0.0007181159,0.8310525,0.009704953,0.0002099978,0.001938495,0.00004338757,0.1289728],"genre_scores_gemma":[0.3646365,0.03632791,0.004791578,0.1625793,0.006022378,0.0008876479,0.0006879385,0.0003628665,0.4237039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3152692,"threshold_uncertainty_score":0.6342518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258707985153381,"score_gpt":0.2639369328796676,"score_spread":0.2513498530281338,"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."}}