{"id":"W349150243","doi":"10.3366/scot.2006.0029","title":"Review: Living in Scotland","year":2006,"lang":"en","type":"article","venue":"Scottish Affairs","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scots; Class (philosophy); Consumption (sociology); Poverty; Identity (music); Social class; Sociology; Population; Quarter (Canadian coin); Working class; Genealogy; Geography; History; Social science; Economics; Political science; Computer science; Art; Aesthetics; Economic growth; Demography","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":[0.001563416,0.0007640015,0.002270662,0.003920082,0.0006266775,0.002956338,0.001091159,0.001326762,0.02865927],"category_scores_gemma":[0.01047818,0.0003507817,0.001017511,0.008114194,0.0007301104,0.002131477,0.001228145,0.001283814,0.004389918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476568,"about_ca_system_score_gemma":0.008729822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850728,"about_ca_topic_score_gemma":0.04153696,"domain_scores_codex":[0.9981725,0.0004103991,0.0003582804,0.0001401534,0.0007321386,0.0001864216],"domain_scores_gemma":[0.9954145,0.001244316,0.000954011,0.000119496,0.001816796,0.0004508062],"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":[0.0001373035,0.00001905311,0.0005913227,0.05883087,0.0002395347,0.0002697611,0.0002230679,0.0000378405,0.0001388191,0.001025152,0.6505724,0.2879148],"study_design_scores_gemma":[0.00004635634,0.00007333537,0.005384027,0.04562914,0.0002621291,0.0006432987,0.0003147167,0.00000830877,0.00003028,0.0003061154,0.9472844,0.00001782687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002104381,0.9852078,0.00003205524,0.00541994,0.004298538,0.0000395007,0.0003725457,0.00001717519,0.004401944],"genre_scores_gemma":[0.002584437,0.984001,0.000104816,0.006552853,0.002671078,0.00004576094,0.0004523838,0.000007919818,0.003579705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02865927,"threshold_uncertainty_score":0.09587485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327303830798942,"score_gpt":0.2152065092745357,"score_spread":0.2019334709665463,"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."}}