{"id":"W6958759571","doi":"10.7929/issda/qlxbhm","title":"Labour Force Survey (LFS), 2014","year":2025,"lang":"en","type":"dataset","venue":"Irish Social Sciences Data Archive (ISSDA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Headline; Unemployment; Quarter (Canadian coin); Current Population Survey; Population; Survey data collection; Discouraged worker; Official statistics","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":[0.002317193,0.001614082,0.001629514,0.003309029,0.0008967718,0.001921624,0.002820823,0.00109968,0.05483607],"category_scores_gemma":[0.0101001,0.0009785169,0.0009591733,0.007112351,0.0003126468,0.00158195,0.001963939,0.002079623,0.08309285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725147,"about_ca_system_score_gemma":0.005496037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1233962,"about_ca_topic_score_gemma":0.121722,"domain_scores_codex":[0.9978685,0.0003315447,0.0003282367,0.0004816719,0.0006791966,0.000310794],"domain_scores_gemma":[0.9963254,0.0003603378,0.0003940543,0.000390145,0.002288872,0.0002411674],"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":[0.00004022459,0.00002150391,0.002137777,0.0002506475,0.000018442,0.0000117888,0.00002987454,0.00009385477,0.00002440026,0.0003605575,0.9932981,0.003712853],"study_design_scores_gemma":[0.000342669,0.00005463663,0.05658739,0.0006448164,0.00004751496,0.00006197402,0.0002439376,0.0003310733,0.0001471551,0.0006848431,0.9408045,0.00004945799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002536632,0.00005930115,0.0001118293,0.00007543801,0.00004282727,0.00007525665,0.9980143,0.00005800523,0.00130926],"genre_scores_gemma":[0.0007795161,0.0001301752,0.0003608543,0.0001103808,0.00002547355,0.0006263644,0.9947778,0.00003427606,0.003155175],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1233962,"threshold_uncertainty_score":0.245356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065288647238676,"score_gpt":0.3964108282676522,"score_spread":0.2898819635437847,"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."}}