{"id":"W7132986387","doi":"","title":"Employment restructuring and the search for flexibility: The case of non-standard employment in Ireland","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Diversity (politics); Employment contract; Work (physics); Restructuring; Sample (material); Temporary work; Economic restructuring; Flexibility (engineering)","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":[0.003899323,0.0002076442,0.0004713821,0.001953697,0.004125237,0.005401833,0.001627667,0.001423223,0.003648477],"category_scores_gemma":[0.007742499,0.0002938658,0.0007366819,0.002418379,0.007712879,0.002757552,0.008577984,0.002212697,0.0003776046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00815146,"about_ca_system_score_gemma":0.006304759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201768,"about_ca_topic_score_gemma":0.07051114,"domain_scores_codex":[0.9937533,0.001575745,0.0002916416,0.0003156596,0.001092626,0.002971149],"domain_scores_gemma":[0.993786,0.001239545,0.001947646,0.0005476241,0.0005438037,0.001935447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007535748,0.0007512753,0.4823047,0.0004960138,0.0000923465,0.02508239,0.3070444,0.001440455,0.001536423,0.06699355,0.007569511,0.1059354],"study_design_scores_gemma":[0.00005343949,0.0002158731,0.5023912,0.0003992202,0.0000161786,0.00581373,0.4529213,0.00133452,0.0002183307,0.01276708,0.02378344,0.00008570281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970674,0.0004493134,0.0002304171,0.003211438,0.00003879402,0.0000372542,0.00004083972,0.0000064716,0.0253116],"genre_scores_gemma":[0.9984114,0.0001218742,0.00007245864,0.0001506686,0.00001214792,0.00001209319,0.00002012447,0.000002801927,0.001196428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201768,"threshold_uncertainty_score":0.06366265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657233906031213,"score_gpt":0.4575358966025083,"score_spread":0.391812505999387,"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."}}