{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926677,0.0006973336,0.0004859463,0.002195263,0.002007649,0.006662671,0.001603339,0.002128346,0.06405953],"category_scores_gemma":[0.003024063,0.0004309982,0.0004097524,0.005647636,0.002109094,0.003881834,0.003381955,0.002760254,0.03383423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008146911,"about_ca_system_score_gemma":0.01561863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07952084,"about_ca_topic_score_gemma":0.1088284,"domain_scores_codex":[0.9979552,0.0004427459,0.0001598383,0.0001499559,0.0005726954,0.0007194793],"domain_scores_gemma":[0.9986576,0.0001722125,0.0001675299,0.0001226071,0.0004993106,0.0003807524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002774133,0.0001011556,0.001407793,0.0003378657,0.000003455051,0.00009578086,0.001494715,0.00006096638,0.00008450212,0.01448465,0.9209101,0.06099131],"study_design_scores_gemma":[0.000009888948,0.00001741669,0.01275853,0.0003978208,0.000001671343,0.00007865228,0.002387177,0.00001914445,0.00002178892,0.0008358335,0.9834614,0.00001071796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005781236,0.05126779,0.000303244,0.03625297,0.005535434,0.0002663244,0.004944269,0.0002836052,0.8953651],"genre_scores_gemma":[0.1032513,0.02915963,0.0008210815,0.01777373,0.002519402,0.0007661636,0.007060556,0.0002797315,0.8383684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07952084,"threshold_uncertainty_score":0.2143005,"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."}}