{"id":"W6949177337","doi":"10.5255/ukda-sn-7036-3","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, October 2011 - March 2012","year":2015,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Quarter (Canadian coin); Unemployment; Sample (material); Population; Current Population Survey; Survey data collection; Work (physics)","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":[0.002626701,0.001322041,0.001763145,0.002988184,0.0009976161,0.001512043,0.001927276,0.001215704,0.09269089],"category_scores_gemma":[0.01432422,0.0009777332,0.0008851569,0.007966772,0.0002232211,0.001481918,0.00161682,0.001836786,0.08171845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002507167,"about_ca_system_score_gemma":0.004993596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1311282,"about_ca_topic_score_gemma":0.1315437,"domain_scores_codex":[0.997948,0.0003768508,0.0003904861,0.0003972684,0.0005276461,0.000359858],"domain_scores_gemma":[0.9945893,0.0006658466,0.000535281,0.0004228369,0.003510168,0.0002765014],"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":[0.00006342444,0.00002076707,0.002187263,0.0003866,0.00002156235,0.00001417165,0.00005384328,0.00007123062,0.00002050188,0.0002844823,0.9934351,0.003441027],"study_design_scores_gemma":[0.0006247645,0.000109648,0.119015,0.001222131,0.0001112843,0.00009547746,0.0006372653,0.0003412201,0.000122271,0.0008493941,0.8767883,0.00008321895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003225166,0.00006776006,0.0000910917,0.0001032103,0.00005754623,0.00008967415,0.9979768,0.00005018543,0.001241089],"genre_scores_gemma":[0.001780394,0.0001838881,0.0003770898,0.0001945777,0.000047417,0.001538155,0.9899533,0.0000471586,0.005877939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1311282,"threshold_uncertainty_score":0.3100819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717594475561897,"score_gpt":0.3331182724546003,"score_spread":0.2959423276989813,"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."}}