{"id":"W4361283816","doi":"10.1387/pceic.23787","title":"Ideas of class","year":2023,"lang":"en","type":"article","venue":"Papeles del CEIC","topic":"Employment, Labor, and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ideology; The Imaginary; Middle class; Politics; Sociology; White (mutation); State (computer science); Power (physics); Political science; Gender studies; Social science; Law; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003397585,0.00006396187,0.0001275645,0.00005530624,0.0002483658,0.00001373901,0.0001638153,0.00004329126,0.00008924277],"category_scores_gemma":[0.000130525,0.0000594038,0.00005662212,0.0004902898,0.0001663604,0.00005510304,0.00005530704,0.00004434916,0.0002671861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000236527,"about_ca_system_score_gemma":0.00006651737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009385672,"about_ca_topic_score_gemma":0.004457581,"domain_scores_codex":[0.9991271,0.00006203269,0.0001357565,0.0001331466,0.0002755465,0.0002664432],"domain_scores_gemma":[0.9995826,0.0001275521,0.00005167936,0.0001152485,0.00006939557,0.00005352956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000181446,0.0001264508,0.3475538,0.0001438565,0.0002524176,0.00002353418,0.1112389,0.00006526236,0.001175986,0.4282688,0.0803735,0.03075941],"study_design_scores_gemma":[0.0004429659,0.00007557996,0.2865457,0.00003983093,0.00005084142,3.335437e-7,0.05657137,0.0000486582,0.0004733402,0.05580255,0.5996047,0.0003441162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181934,0.001301762,0.00001653518,0.002322285,0.0004405895,0.0001320226,0.00001350094,0.0002018688,0.177378],"genre_scores_gemma":[0.9905715,0.001619537,0.00004062459,0.0001437694,0.0001396634,0.00001025598,0.000003050529,0.000007534902,0.007464055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5192313,"threshold_uncertainty_score":0.3434226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162183709759227,"score_gpt":0.3471358706929503,"score_spread":0.295514033595358,"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."}}