{"id":"W4229000357","doi":"10.51952/9781529219579.ch004","title":"Issues and Impacts: The Irish Travelling and Roma Communities","year":2022,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Geography; History; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002629693,0.0002871168,0.0004358096,0.00009011761,0.003714181,0.0000250106,0.0003289213,0.0002369511,0.0001380258],"category_scores_gemma":[0.00000948612,0.0002552569,0.00007079798,0.000005866417,0.0004920522,0.00007329762,0.00108924,0.001246938,0.000003705137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147608,"about_ca_system_score_gemma":0.00007553534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008394094,"about_ca_topic_score_gemma":0.0007417853,"domain_scores_codex":[0.9987699,0.0002856047,0.0002180567,0.0002332357,0.0002023311,0.0002908382],"domain_scores_gemma":[0.9985763,0.000580543,0.0002677442,0.0004000615,0.00008137826,0.00009393257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004353636,0.00002340787,0.000845393,0.001227116,0.001061497,0.0003806916,0.1199664,0.000001641662,0.000007525618,0.6792457,0.1931058,0.003699473],"study_design_scores_gemma":[0.0004394907,0.00006781864,0.0005999761,0.0002941761,0.0002186479,0.00001181793,0.02255169,0.00001208419,7.643873e-7,0.0005795998,0.9749568,0.0002671429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003959493,0.004665367,0.000007965514,0.0003179126,0.00019593,0.0006966088,0.0002717272,0.00009845031,0.9897866],"genre_scores_gemma":[0.01089135,0.006978188,0.00003630152,0.0002543115,0.0001228021,0.000003669292,0.00002761752,0.00004317982,0.9816426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.781851,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687106737906566,"score_gpt":0.319725861262834,"score_spread":0.2228547938837683,"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."}}