{"id":"W4415622490","doi":"10.15353/joci.v21i1.6400","title":"Migrant and Seasonal Farmworkers in Digital Inclusion Planning, North Carolina, 2023-2024","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Museum and Library Services","keywords":"Inclusion (mineral); Digital inclusion; Invisibility; Agriculture; Digital divide; Inclusion–exclusion principle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001866073,0.0002659129,0.000456895,0.00006869496,0.001621682,0.0001690075,0.001163373,0.0001779609,0.00002517254],"category_scores_gemma":[0.0001008683,0.00009031637,0.0001589853,0.0008943002,0.0003100361,0.0006884831,0.001853281,0.002197679,0.000005071079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008279346,"about_ca_system_score_gemma":0.00007751305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003989035,"about_ca_topic_score_gemma":0.001213071,"domain_scores_codex":[0.9976151,0.0003581899,0.00122138,0.00002200526,0.0004534869,0.0003298648],"domain_scores_gemma":[0.9975062,0.00120827,0.0007569185,0.0001387267,0.0002555379,0.0001343542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284978,0.0007839033,0.3970515,0.0003436213,0.0003699785,0.00001010062,0.3893863,0.002798498,0.0001445288,0.0002104935,0.01481973,0.1927965],"study_design_scores_gemma":[0.0007711027,0.0007865808,0.7800239,0.0007796473,0.0001597053,0.0001676598,0.1609889,0.0007391122,0.000006126215,0.001560739,0.05374812,0.0002684081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912577,0.002580517,0.00004199406,0.002417042,0.0002981999,0.000179445,0.00006226547,0.000005417514,0.003157367],"genre_scores_gemma":[0.996985,0.001461591,0.00002157112,0.001004799,0.0001025156,6.020041e-7,0.00001985729,9.548215e-7,0.0004030779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829724,"threshold_uncertainty_score":0.9996781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506090130357297,"score_gpt":0.2418587856613623,"score_spread":0.2267978843577893,"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."}}