{"id":"W7057421871","doi":"","title":"Italian job vacancy rate flash estimates: revisions and cyclical signal capturing","year":2018,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Vacancy defect; Calibration; Imputation (statistics); Sample (material); Data collection; Flash (photography)","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":[0.009081741,0.0006065817,0.0005794415,0.004372594,0.0002286946,0.001579994,0.00112419,0.000560571,0.005054878],"category_scores_gemma":[0.04882439,0.0003637671,0.0006538741,0.003287631,0.0003246311,0.0007843251,0.00139853,0.0007148679,0.001882402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006805491,"about_ca_system_score_gemma":0.0006563437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154119,"about_ca_topic_score_gemma":0.008630496,"domain_scores_codex":[0.9962476,0.001228475,0.0003654113,0.0008396152,0.001112044,0.0002068245],"domain_scores_gemma":[0.9710543,0.01161853,0.004642779,0.007168156,0.005189805,0.0003264936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000574059,0.00009700022,0.5585235,0.0007202648,0.0007596182,0.0004261674,0.002179526,0.04163074,0.001490817,0.01407465,0.07126615,0.3082574],"study_design_scores_gemma":[0.00009726718,0.0003038931,0.7758472,0.0005316144,0.0003769498,0.0003900845,0.001008857,0.1130137,0.002779367,0.01408192,0.09139994,0.0001692241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.696677,0.003703935,0.195291,0.001604551,0.0005412882,0.0005938556,0.05557261,0.00335622,0.04265949],"genre_scores_gemma":[0.8994007,0.0006767918,0.03203953,0.0001923985,0.0003903237,0.0005253864,0.05702423,0.0005354929,0.009215062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0154119,"threshold_uncertainty_score":0.04802936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939173598282498,"score_gpt":0.3099005132571976,"score_spread":0.2905087772743726,"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."}}