{"id":"W7164942302","doi":"10.1080/17153379.2023.12558311","title":"The Filipino Migration Experience: Global Agents of Change.","year":2023,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Immigration; Irregular migration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004234415,0.0001527144,0.0001166347,0.0005778287,0.002823344,0.00252371,0.0002035121,0.0008807842,0.006518125],"category_scores_gemma":[0.00137616,0.00006540804,0.00006714076,0.001086125,0.001974239,0.001954197,0.002381408,0.001043323,0.0002315252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135391,"about_ca_system_score_gemma":0.0009516009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397583,"about_ca_topic_score_gemma":0.04478211,"domain_scores_codex":[0.9997991,0.0000704188,0.000004245015,0.00001451824,0.00001661809,0.00009515777],"domain_scores_gemma":[0.999681,0.000089742,0.00007264112,0.00001930672,0.00003779884,0.00009953941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003330033,0.0002110902,0.2821253,0.0002664565,0.00006730529,0.002670298,0.4040655,0.0006155996,0.0007662306,0.1520335,0.02888786,0.127958],"study_design_scores_gemma":[0.00001522656,0.00008669206,0.3763226,0.0002547801,0.00003332931,0.0004218781,0.4792324,0.0003849794,0.0001697992,0.01193352,0.1311129,0.00003182274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8833583,0.002128907,0.0001598455,0.02487444,0.0001048824,0.0000134993,0.0002292406,0.000009754352,0.08912111],"genre_scores_gemma":[0.9963589,0.00103703,0.00002742878,0.0002663718,0.00003300163,0.000005719771,0.00002620012,0.000002238651,0.002242906],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02397583,"threshold_uncertainty_score":0.04767251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402275792912812,"score_gpt":0.3358214435344826,"score_spread":0.2817986856053544,"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."}}