{"id":"W6948451832","doi":"10.5255/ukda-sn-5915-2","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, January - June, 2005","year":2015,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Advanced Synthetic Organic Chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sample (material); Unemployment; Survey data collection; Work (physics); Data collection; Longitudinal study; Longitudinal data","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":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009726059,0.001140016,0.001135743,0.0001183925,0.0002047443,0.0001746666,0.006569109,0.000502481,0.0114045],"category_scores_gemma":[0.001513761,0.001168893,0.0001111339,0.0001806199,0.0004803098,0.0004025503,0.005645719,0.002117148,0.002310694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161595,"about_ca_system_score_gemma":0.0008064075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104159,"about_ca_topic_score_gemma":0.01072716,"domain_scores_codex":[0.9939405,0.0001586406,0.0009997603,0.002508787,0.001093423,0.00129883],"domain_scores_gemma":[0.9862263,0.0009844165,0.0007162235,0.01122794,0.0001069658,0.0007382149],"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":[0.0001658769,0.000185661,0.00008482895,0.0004658906,0.0003097921,0.0003538631,0.00001196833,0.000003768945,0.0009044205,0.000003853203,0.9974024,0.0001076449],"study_design_scores_gemma":[0.001174771,0.00001476465,0.00004212052,0.0002416066,0.0002873294,0.000271523,0.00006899966,0.00003988064,0.0008357322,0.0003704455,0.995397,0.001255818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003795014,0.0004557635,0.0002520576,0.0001045027,0.0004614657,0.0001993936,0.9967431,0.00009468849,0.001651083],"genre_scores_gemma":[0.00004135435,0.0003167254,0.001237244,0.0001654031,0.001540301,0.00003172222,0.9929833,0.0001196683,0.003564239],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009093804,"threshold_uncertainty_score":0.9990761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039146791148507,"score_gpt":0.3122745576064478,"score_spread":0.2731277664579408,"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."}}