{"id":"W1601365675","doi":"10.1023/a:1011032801904","title":"Service and Life Quality: The Case of Palermo","year":2001,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Stratified sampling; Residence; Sample (material); Judgement; Geography; Sociology; Political science; Medicine; Demography; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004572053,0.00006076689,0.0001385348,0.0001224399,0.002502218,0.0000997763,0.0002348084,0.0001661027,0.0001971329],"category_scores_gemma":[0.0006960737,0.00004943144,0.00004673239,0.001655865,0.001170665,0.000116389,0.00009007671,0.0002848307,0.0000246169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000652662,"about_ca_system_score_gemma":0.0003539313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07209818,"about_ca_topic_score_gemma":0.05931639,"domain_scores_codex":[0.9973145,0.001346048,0.0002034656,0.0001565652,0.0005942697,0.0003851426],"domain_scores_gemma":[0.9989575,0.0003975338,0.00008817265,0.0001121418,0.0002950537,0.0001495897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004378083,0.00009545465,0.01218354,0.00004283723,0.00005201321,0.00009105745,0.5506386,8.603683e-8,0.000124097,0.3574218,0.008240076,0.07106672],"study_design_scores_gemma":[0.0002859169,0.00004414099,0.01360002,0.00001095431,0.0000156261,0.000005262097,0.7412002,0.000004019464,0.00007244972,0.009535447,0.2350632,0.0001627436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953121,0.0003898088,0.000003832708,0.01584684,0.00006298855,0.0002884334,0.000009190811,0.00002081609,0.03025709],"genre_scores_gemma":[0.9976769,0.0003419328,0.000008271753,0.0002343163,0.0006286454,0.00002039891,0.000002691724,0.000008435536,0.001078416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3478864,"threshold_uncertainty_score":0.9987964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2061507490626828,"score_gpt":0.5155122583149272,"score_spread":0.3093615092522444,"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."}}