{"id":"W4281984232","doi":"10.1111/imig.13027","title":"A Lifeline in troubled waters: A support intervention for migrant farm workers","year":2022,"lang":"en","type":"article","venue":"International Migration","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Okanagan College","funders":"Vancouver Foundation","keywords":"Outreach; Intervention (counseling); Context (archaeology); CLARITY; Population; Economic growth; Business; Work (physics); Political science; Public relations; Sociology; Geography; Engineering; Nursing; Medicine; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179519,0.0004929437,0.0003668806,0.0004478079,0.005071195,0.0009204785,0.001850916,0.001220917,0.006458148],"category_scores_gemma":[0.00318348,0.0002775418,0.0003610405,0.0003686269,0.001259883,0.0004918796,0.002573889,0.001254562,0.0003861042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005695043,"about_ca_system_score_gemma":0.02551769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1738194,"about_ca_topic_score_gemma":0.4776954,"domain_scores_codex":[0.9984837,0.0006731002,0.00003615281,0.0001061102,0.0001249058,0.0005760569],"domain_scores_gemma":[0.997851,0.000256512,0.0001526159,0.00008098015,0.0002492526,0.001409646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00572695,0.07348148,0.05818494,0.003080857,0.0002181858,0.00380602,0.1053726,0.002944743,0.01036825,0.001729612,0.02742482,0.7076616],"study_design_scores_gemma":[0.01990845,0.1006449,0.4001147,0.004902448,0.0008573823,0.0007242996,0.3039461,0.009697509,0.008345244,0.003758547,0.1467358,0.0003646866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830384,0.0002376711,0.001050472,0.00383682,0.0001282652,0.003971928,0.0001347815,0.0001126984,0.007488806],"genre_scores_gemma":[0.9801077,0.0004620532,0.008344546,0.001482963,0.00004600045,0.004513061,0.0001390593,0.00001061205,0.004893941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738194,"threshold_uncertainty_score":0.3456153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137377914214477,"score_gpt":0.3465782007159733,"score_spread":0.3152044215738285,"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."}}