{"id":"W4387407323","doi":"10.3389/fpubh.2023.1182816","title":"Health, social and legal supports for migrant agricultural workers in France, Italy, Spain, Germany, Canada, Australia and New Zealand: a scoping review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Workforce; Thematic analysis; Public relations; Population; Political science; Social work; Business; Economic growth; Sociology; Medicine; Qualitative research; Environmental health; Social science; Economics","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":[0.01500658,0.001009262,0.003297286,0.020052,0.002307973,0.004962964,0.00163004,0.003527358,0.003482562],"category_scores_gemma":[0.05070961,0.0008685027,0.003151709,0.0166047,0.001613809,0.003503339,0.002697223,0.001352493,0.0003309459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01019344,"about_ca_system_score_gemma":0.03418155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06568229,"about_ca_topic_score_gemma":0.09690969,"domain_scores_codex":[0.9927934,0.002743944,0.002019715,0.0005258719,0.001454677,0.0004623335],"domain_scores_gemma":[0.9674475,0.02429199,0.003777052,0.0003479452,0.003674401,0.0004612828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001752149,0.000074847,0.004714436,0.7017902,0.001405893,0.0005903455,0.007673351,0.0002920348,0.0002226393,0.002362172,0.009571317,0.2711275],"study_design_scores_gemma":[0.00002640906,0.000108254,0.01128405,0.9192231,0.002615908,0.0004019479,0.00583653,0.0000609181,0.0001104381,0.0005085078,0.05979163,0.00003231947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002282498,0.9949664,0.00008607785,0.001194691,0.0001494793,0.0001676798,0.0002140212,0.000003881451,0.000935226],"genre_scores_gemma":[0.01730087,0.9803981,0.0004189324,0.0007055722,0.0001330032,0.0005999898,0.0002230308,0.000003605724,0.0002168294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9343177,"threshold_uncertainty_score":0.1306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07877148827207231,"score_gpt":0.3315906313608155,"score_spread":0.2528191430887432,"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."}}