{"id":"W6948282149","doi":"10.5255/ukda-sn-6637-2","title":"Labour Force Survey Five-Quarter Longitudinal Dataset, July 2009 - September 2010","year":2012,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","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; Spring (device)","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":[0.002182973,0.0009775222,0.001295963,0.002264128,0.0009140004,0.001355515,0.001863194,0.001155172,0.0572003],"category_scores_gemma":[0.0106532,0.000666993,0.0007267753,0.005575126,0.000212619,0.001060347,0.001335978,0.0014967,0.06118564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265031,"about_ca_system_score_gemma":0.004172893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1588415,"about_ca_topic_score_gemma":0.2138529,"domain_scores_codex":[0.998317,0.0002946923,0.0003014722,0.0003217422,0.0004773596,0.0002877828],"domain_scores_gemma":[0.9961095,0.0003863439,0.0004617198,0.0003184772,0.002494682,0.000229276],"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":[0.00009649606,0.00002898301,0.004323618,0.0003385724,0.00003032612,0.000017103,0.00005028533,0.0001129029,0.00001990473,0.0002857037,0.9905516,0.004144439],"study_design_scores_gemma":[0.0008599081,0.000145515,0.1790836,0.001020034,0.0001329307,0.0001140628,0.000739835,0.0005086007,0.0001316559,0.0007563566,0.8164384,0.00006909502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000680471,0.0001235854,0.00008160576,0.0001848541,0.00006023013,0.0000911032,0.9969784,0.0000516105,0.001748098],"genre_scores_gemma":[0.003318555,0.0002528171,0.0002842415,0.0002750949,0.00005629176,0.001000283,0.9877979,0.00003390345,0.006980907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1588415,"threshold_uncertainty_score":0.3158339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205482576124654,"score_gpt":0.2747287656885867,"score_spread":0.2226739399273401,"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."}}