{"id":"W4410617209","doi":"10.1007/s10624-025-09772-0","title":"Skill, value, and the social reproduction of Philippine-Canada migration","year":2025,"lang":"en","type":"article","venue":"Dialectical Anthropology","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council","keywords":"Reproduction; Value (mathematics); Social reproduction; Sociology; Political science; Development economics; Geography; Economics; Social science; Biology; Ecology; Social capital","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060175,0.00005460537,0.0001642655,0.00003324134,0.0008213898,0.00001388981,0.00007696269,0.00008241789,0.0004434361],"category_scores_gemma":[0.001039151,0.00004244496,0.00003456687,0.0002234264,0.002695057,0.0000624256,0.00002325689,0.0000893401,0.000001727075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006274053,"about_ca_system_score_gemma":0.0004032296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6424896,"about_ca_topic_score_gemma":0.8980067,"domain_scores_codex":[0.9990046,0.0003631272,0.0001973854,0.0001882814,0.00009509316,0.0001515054],"domain_scores_gemma":[0.9994117,0.0003199119,0.00006371112,0.0000919193,0.00008893425,0.00002380806],"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":[0.00008415207,0.00005427735,0.00627358,0.00001618342,0.0000415588,3.480829e-7,0.01955547,0.000003930335,0.00004776131,0.9509676,0.01642922,0.006525967],"study_design_scores_gemma":[0.003085845,0.0001770087,0.09806728,0.00002496111,0.0002803916,0.000004796885,0.06875479,0.0008110853,0.003145202,0.2713906,0.5537754,0.0004825715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6943134,0.0007045972,0.001913354,0.2650408,0.002434359,0.0003722125,0.000004454471,0.00003170882,0.03518503],"genre_scores_gemma":[0.9972258,0.0004593272,0.00003021471,0.0004808611,0.0004698217,0.00001015979,0.000002520622,0.000002162351,0.001319168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795769,"threshold_uncertainty_score":0.993005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368162083362301,"score_gpt":0.3250351075180231,"score_spread":0.3113534866844,"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."}}