{"id":"W4243479389","doi":"10.1002/9781118766804.wbiect048","title":"Class","year":2016,"lang":"en","type":"other","venue":"The International Encyclopedia of Communication Theory and Philosophy","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Class (philosophy); Social class; Class formation; Sociology; Class consciousness; Relation (database); Categorical variable; New class; Control (management); Epistemology; Social science; Social psychology; Computer science; Psychology; Political science; Politics; Law; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007329691,0.00009837782,0.000124837,0.00005063294,0.0002035749,0.0000198549,0.001007964,0.0001383877,0.002692106],"category_scores_gemma":[0.000177971,0.0000613421,0.00006345364,0.00005020755,0.0008488128,0.00006104046,0.0001419398,0.0001336339,0.00007873706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002461607,"about_ca_system_score_gemma":0.00004999815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002811691,"about_ca_topic_score_gemma":0.0002850501,"domain_scores_codex":[0.9989181,0.0004815382,0.0001584079,0.00009431572,0.0002670323,0.00008062412],"domain_scores_gemma":[0.9987186,0.0006107818,0.0002683861,0.0002917548,0.00007592276,0.00003458216],"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":[0.00002029762,0.00001391784,0.00002568332,0.000003849632,0.0000588594,8.398541e-8,0.001818547,6.849367e-8,0.000001476722,0.9497893,0.04163515,0.006632742],"study_design_scores_gemma":[0.00005215788,0.00000256367,0.00001328427,0.00005878294,0.00001084244,1.717567e-7,0.0002286302,3.46454e-7,4.89151e-7,0.4589691,0.5406154,0.00004817219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005188611,0.001445896,0.00002906226,0.01456499,0.0003771026,0.0001517296,0.00006324392,0.00005361386,0.9832625],"genre_scores_gemma":[0.0306586,0.04168663,0.0000648732,0.0004924665,0.001076319,0.00002393032,0.00003939514,0.00005625188,0.9259015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4989803,"threshold_uncertainty_score":0.9982195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507277906515354,"score_gpt":0.2993306292424921,"score_spread":0.2842578501773386,"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."}}