{"id":"W2145449575","doi":"10.1111/j.1468-2435.2009.00598.x","title":"A Model for Managed Migration? Re‐Examining Best Practices in Canada’s Seasonal Agricultural Worker Program","year":2010,"lang":"en","type":"article","venue":"International Migration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"","keywords":"Best practice; Transparency (behavior); Agriculture; Political science; Business; Public relations; Economic growth; Economics; Geography; Law","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":[0.01347916,0.0003429861,0.0004639379,0.002150809,0.01743165,0.01306891,0.004162521,0.00200775,0.003349529],"category_scores_gemma":[0.02162334,0.0003286538,0.0004478062,0.004573389,0.01753222,0.002952331,0.005278812,0.004206466,0.0001445616],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2083273,"about_ca_system_score_gemma":0.4429899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831828,"about_ca_topic_score_gemma":0.9916922,"domain_scores_codex":[0.9849634,0.005147007,0.0003146539,0.0009178866,0.004472516,0.004184495],"domain_scores_gemma":[0.9832863,0.004383455,0.0008539782,0.001196887,0.005948901,0.004330597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001087695,0.0003107703,0.03109651,0.0009433492,0.00007893569,0.0008984806,0.2719741,0.007511559,0.001002471,0.4157692,0.06382817,0.2064778],"study_design_scores_gemma":[0.0000551424,0.0002201597,0.04574843,0.00311925,0.00008126941,0.000162779,0.4692201,0.00499962,0.0007866448,0.03214584,0.4432519,0.0002087763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4721004,0.006289592,0.01631107,0.255226,0.0008603564,0.0007710924,0.0006850992,0.0002836669,0.2474727],"genre_scores_gemma":[0.9768856,0.001787481,0.007864507,0.004978674,0.00002803493,0.0001225027,0.0001046986,0.00005308327,0.008175497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083273,"threshold_uncertainty_score":0.9182281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283380020007157,"score_gpt":0.4301708538278954,"score_spread":0.3018328518271797,"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."}}