{"id":"W4401876284","doi":"10.5304/jafscd.2024.134.006","title":"Mexican sending region and workplace experience: A preliminary study of agricultural guestworkers in Ohio","year":2024,"lang":"en","type":"article","venue":"Journal of Agriculture Food Systems and Community Development","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunny Hill Health Centre for Children","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Horowitz Foundation for Social Policy; Ohio State University","keywords":"Agriculture; Geography; Socioeconomics; Regional science; Agricultural economics; Sociology; Archaeology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246668,0.0001142988,0.0002575235,0.0001120008,0.0004373408,0.0001636519,0.0001662157,0.00008585265,0.00000103381],"category_scores_gemma":[0.00004844392,0.0000678346,0.00002885706,0.0004776373,0.00005487979,0.0002391284,0.00006167373,0.0004925425,1.107237e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511544,"about_ca_system_score_gemma":0.0001053264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006956047,"about_ca_topic_score_gemma":0.01236337,"domain_scores_codex":[0.9981044,0.0008282877,0.0005052604,0.00008185165,0.0003434225,0.0001367919],"domain_scores_gemma":[0.9992755,0.0001667489,0.0002349512,0.00006421085,0.0001552329,0.0001033536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003834269,0.0003134976,0.02151362,0.0001248675,0.0001063979,0.0000178323,0.9744045,0.0001676568,0.00008153953,0.001144998,0.0007361057,0.001350668],"study_design_scores_gemma":[0.0002519774,0.0005219952,0.2025562,0.0008284246,0.00001700383,0.00008223635,0.7913748,0.00001686988,0.00001013496,0.000007801817,0.004224685,0.0001078556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968678,0.001892741,0.00002723496,0.0002637259,0.0002826941,0.000275757,6.655539e-7,0.00001173313,0.0003776406],"genre_scores_gemma":[0.9992335,0.0002623005,0.0000836851,0.000006445382,0.00007181962,0.000009665706,0.000001499851,0.000003217769,0.0003277978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830297,"threshold_uncertainty_score":0.6899048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678255152963089,"score_gpt":0.2817909143526909,"score_spread":0.2550083628230601,"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."}}