{"id":"W7112185931","doi":"","title":"QLFS","year":2002,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welsh; Quarter (Canadian coin); Seasonal adjustment; Local authority; Seasonality; Irish","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003805364,0.0007098087,0.0009447424,0.003024184,0.002940574,0.005642238,0.002939778,0.002051068,0.6595398],"category_scores_gemma":[0.01718206,0.0006553461,0.0008908419,0.004499586,0.0007777087,0.003009003,0.003959069,0.002147669,0.4091235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006370186,"about_ca_system_score_gemma":0.01390373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05312768,"about_ca_topic_score_gemma":0.04809178,"domain_scores_codex":[0.9956736,0.0007933906,0.0003451359,0.0008275732,0.001584347,0.0007759109],"domain_scores_gemma":[0.991537,0.0009250812,0.0002971649,0.001068413,0.005184781,0.0009875892],"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":[0.00007991567,0.00002535011,0.0008942725,0.0002328203,0.000007543895,0.00007284105,0.0001878858,0.00005982462,0.0000935616,0.009426197,0.924603,0.06431679],"study_design_scores_gemma":[0.00001385523,0.00001113083,0.0009869749,0.0001033158,0.000002390517,0.00003942982,0.0001208929,0.00003067356,0.00003078145,0.0007630043,0.997892,0.000005638957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002787255,0.002052036,0.004233665,0.01342297,0.003941102,0.000941739,0.1372917,0.003677544,0.831652],"genre_scores_gemma":[0.01623848,0.002074097,0.004399647,0.006592618,0.0007037875,0.001325111,0.100731,0.002469375,0.8654659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3404602,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806530786740904,"score_gpt":0.3318184361338337,"score_spread":0.2511653574597433,"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."}}