{"id":"W6948606972","doi":"10.5255/ukda-sn-4256-1","title":"Labour Force Survey Two-Quarter Longitudinal Dataset, December 1994 - May 1995","year":2004,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.002989725,0.002057082,0.001861889,0.001014532,0.0005437924,0.0007172915,0.01155867,0.0005019912,0.005775198],"category_scores_gemma":[0.001073238,0.002016001,0.0002266485,0.0009769402,0.0009682589,0.001362793,0.009612446,0.002906261,0.06684001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967191,"about_ca_system_score_gemma":0.00131687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1079954,"about_ca_topic_score_gemma":0.4213451,"domain_scores_codex":[0.9878756,0.001684589,0.001598057,0.00444121,0.00198629,0.002414292],"domain_scores_gemma":[0.9782118,0.001612918,0.001180443,0.01791674,0.0001048709,0.0009732636],"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":[0.0006384085,0.0004595934,0.001111258,0.00028707,0.0009460248,0.001186695,0.00002507849,0.00005666715,0.00001681148,0.0001854049,0.9950372,0.00004980536],"study_design_scores_gemma":[0.002803648,0.0001695644,0.008876803,0.0004045427,0.0007693639,0.0004209931,0.00002086467,0.00005062436,0.000005853592,0.0006246333,0.9836382,0.002214932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006033995,0.0003194273,0.0003146446,0.00005109719,0.0008451006,0.00141097,0.9965082,0.0001869126,0.0003032814],"genre_scores_gemma":[0.0001392228,0.0002331583,0.002153691,0.0005780119,0.001231901,0.0001111735,0.9948625,0.0004197991,0.0002705186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3133497,"threshold_uncertainty_score":0.9993941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06222910487546684,"score_gpt":0.3421654196298675,"score_spread":0.2799363147544006,"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."}}