{"id":"W4295797337","doi":"10.46692/9781529219579.004","title":"Issues and Impacts: The Irish Travelling and Roma Communities","year":2022,"lang":"en","type":"other","venue":"","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Geography; Genealogy; History","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003304424,0.0001840696,0.0003093883,0.00007027583,0.001504807,0.00001800647,0.0001407573,0.0001443126,0.01883993],"category_scores_gemma":[0.00002350042,0.0001072762,0.00002328973,0.00004754106,0.0001570621,0.0000208737,0.0003737574,0.0006712686,0.0000330063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000184307,"about_ca_system_score_gemma":0.00002973241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01899766,"about_ca_topic_score_gemma":0.01148925,"domain_scores_codex":[0.9989101,0.0004080138,0.0001867485,0.0001187018,0.000119258,0.0002571647],"domain_scores_gemma":[0.9989502,0.0005912778,0.0001208433,0.0002805985,0.00001387626,0.00004315807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003855951,0.000006043447,0.01027545,0.0001935496,0.00008774075,0.000001441259,0.01695726,1.707514e-8,4.038658e-7,0.000706944,0.9714748,0.0002924713],"study_design_scores_gemma":[0.0001770641,0.00003932589,0.006583476,0.000186817,0.00003351902,0.000001608514,0.1332796,0.000005026299,1.326789e-7,0.0001699446,0.859401,0.0001224827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002094033,0.03146698,0.000004273676,0.003401821,0.0002821086,0.0005290181,0.00006531979,0.0001540277,0.9620024],"genre_scores_gemma":[0.003049777,0.02885027,0.0001097572,0.001931074,0.0003369987,0.00008456626,0.0000232306,0.0001696516,0.9654447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1163224,"threshold_uncertainty_score":0.9997951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294050615251793,"score_gpt":0.4298914617710834,"score_spread":0.3369509556185655,"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."}}