{"id":"W7055434446","doi":"","title":"Central Public Administration: Working Conditions and Industrial Relations - Ireland","year":2013,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sector; Parliament; Cabinet (room); Politics; Civil service; Public service; Legislation; Unitary state","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001219183,0.0001272048,0.0001484058,0.00009946195,0.0004023751,0.000293977,0.000242277,0.0001240547,0.01062333],"category_scores_gemma":[0.00005856497,0.0001320045,0.00003577406,0.0001424738,0.0001943089,0.0008361834,0.0001440443,0.0001287421,0.0009295797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008106099,"about_ca_system_score_gemma":0.0000881466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028744,"about_ca_topic_score_gemma":0.000106667,"domain_scores_codex":[0.9990227,0.0001499678,0.000175185,0.0002647093,0.00007190709,0.0003155313],"domain_scores_gemma":[0.9993255,0.00009157288,0.0001057499,0.0002326365,0.00004657288,0.0001979443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00049612,0.001016855,0.4119536,0.00006151268,0.000233301,0.0003050149,0.001462324,0.002243393,0.3111569,0.2085788,0.06026306,0.002229169],"study_design_scores_gemma":[0.01480252,0.001393857,0.6057187,0.0004589811,0.0005958662,0.0003769511,0.006740533,0.003332963,0.05923298,0.01601285,0.2866061,0.004727626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861056,0.00001573822,0.000111926,0.001037376,0.0004340788,0.0002575934,0.0000402525,0.0001313955,0.011866],"genre_scores_gemma":[0.9969945,0.000005523498,0.0001330882,0.00004268291,0.0001376096,0.000002474887,0.00002781869,0.00001170372,0.002644605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2519239,"threshold_uncertainty_score":0.9998483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894711347617342,"score_gpt":0.1989659731184922,"score_spread":0.1300188596423188,"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."}}