{"id":"W6911254164","doi":"10.5255/ukda-sn-7430-3","title":"Employer Skills Survey, 2011","year":2016,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Skills management; Commission; Transferable skills analysis; Soft skills; Quarter (Canadian coin)","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":[0.003007388,0.001031778,0.001431095,0.003738092,0.0008912724,0.0022173,0.002580894,0.001248668,0.1134822],"category_scores_gemma":[0.0150399,0.0008607822,0.0007508637,0.008955767,0.0002494398,0.002296908,0.001552522,0.002123051,0.1195415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0048888,"about_ca_system_score_gemma":0.006309869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1078467,"about_ca_topic_score_gemma":0.1263988,"domain_scores_codex":[0.9950907,0.0008135402,0.00091246,0.0007504174,0.00185048,0.0005823498],"domain_scores_gemma":[0.9892029,0.001527747,0.001145582,0.0006612983,0.006944347,0.0005180771],"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":[0.00009005173,0.00004137888,0.003808914,0.0005145218,0.00002086362,0.00001452975,0.00009777168,0.0001085531,0.00003092265,0.0007247176,0.9817842,0.01276362],"study_design_scores_gemma":[0.0001891654,0.000112633,0.09960305,0.0005956679,0.00003207699,0.0000603305,0.0004579388,0.0002162097,0.00007618108,0.0005001808,0.8981105,0.00004609881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001277297,0.0003632213,0.0003109181,0.0004678431,0.0001714929,0.0003553779,0.977387,0.0001290493,0.01953774],"genre_scores_gemma":[0.005351262,0.0009221669,0.001101055,0.0008545895,0.0001120677,0.002041637,0.9400759,0.00009843353,0.04944285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1134822,"threshold_uncertainty_score":0.3796357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642170364327845,"score_gpt":0.3240010979729124,"score_spread":0.267579394329634,"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."}}