{"id":"W4308731343","doi":"10.1177/00221856221131579","title":"Through the back-door: How Australia and Canada use working holiday programs to fulfill demands for migrant work via cultural exchange","year":2022,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Immigration; Scholarship; Work (physics); Tourism; Accommodation; Sociology; Political science; Economic growth; Law; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002198325,0.0003243728,0.0003478462,0.001546588,0.02188794,0.008037992,0.002319944,0.001496601,0.004374163],"category_scores_gemma":[0.006038394,0.0003100191,0.000317848,0.002584969,0.008457474,0.003004629,0.005857384,0.002348994,0.0002457319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07348859,"about_ca_system_score_gemma":0.1022165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884741,"about_ca_topic_score_gemma":0.995586,"domain_scores_codex":[0.9966395,0.001168629,0.00005021052,0.0002513453,0.0005116664,0.001378585],"domain_scores_gemma":[0.997532,0.0004418674,0.0001735602,0.0001215297,0.0005418704,0.001189015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001496093,0.0002113317,0.05429556,0.0001333063,0.00003908669,0.001229114,0.8059449,0.0004888061,0.0008290579,0.05981967,0.01199956,0.06486001],"study_design_scores_gemma":[0.00002203399,0.00005446655,0.07859333,0.0002338391,0.00004199591,0.0001414328,0.8342008,0.0006739717,0.0002431895,0.002528713,0.08320163,0.00006465067],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067715,0.001063878,0.000677652,0.01249174,0.00007269302,0.00009150588,0.0001537441,0.00003896109,0.07863848],"genre_scores_gemma":[0.987303,0.0007456004,0.0005250897,0.0009847033,0.000005217614,0.000029255,0.00005697099,0.00002562157,0.01032467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07348859,"threshold_uncertainty_score":0.5331995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495123511740783,"score_gpt":0.3242281006688202,"score_spread":0.174715749494742,"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."}}