{"id":"W3649968","doi":"","title":"Overview of the Scottish labour market [November 2008]","year":2008,"lang":"en","type":"article","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Fell; Working population; Kingdom; Demography; Population; Demographic economics; Economics; Geography; Labour economics; Sociology; Archaeology; Cartography","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":[0.002187475,0.000722034,0.0003009077,0.006381345,0.001201925,0.002979854,0.0007734656,0.0007504767,0.04406534],"category_scores_gemma":[0.002380474,0.0003575665,0.0004567122,0.007144643,0.0002738107,0.001650534,0.001926321,0.0006228167,0.01483876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063555,"about_ca_system_score_gemma":0.005548088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09041498,"about_ca_topic_score_gemma":0.1294316,"domain_scores_codex":[0.9984712,0.0002028976,0.0001639565,0.00009386335,0.0007327789,0.00033538],"domain_scores_gemma":[0.998711,0.0000804607,0.0001506868,0.00006798493,0.0007455681,0.0002443471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001082661,0.00008545069,0.0134827,0.0007931302,0.000022335,0.0003381649,0.0005896261,0.0002096146,0.0003986444,0.00440069,0.6655042,0.3140672],"study_design_scores_gemma":[0.000007130238,0.00005379444,0.07625259,0.0003350316,0.000004471002,0.0001511746,0.0003931069,0.00006950505,0.00007197839,0.0003150646,0.9223279,0.00001837837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07094247,0.1190016,0.003180913,0.0481246,0.009719717,0.001272479,0.1419021,0.002074485,0.6037816],"genre_scores_gemma":[0.2095001,0.1256399,0.007937535,0.01069591,0.005165144,0.0009355359,0.1644929,0.0004930591,0.47514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09041498,"threshold_uncertainty_score":0.1797774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607888116332063,"score_gpt":0.2938976419730949,"score_spread":0.2578187608097743,"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."}}