{"id":"W3211127546","doi":"","title":"Sociology of Education","year":2010,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sociology; Socioeconomic status; Politics; Field (mathematics); Work (physics); Sociology of Education; Inequality; Social science; Political science; Pedagogy; Public relations; Engineering ethics; Law; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004630553,0.00008613307,0.0001573881,0.0001116411,0.0007434257,0.00002976332,0.0001823686,0.0002462837,0.000159607],"category_scores_gemma":[0.0006494886,0.00007719126,0.00005473757,0.0001060649,0.0015355,0.0003351964,0.00002506467,0.0003196571,0.00000245923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009634666,"about_ca_system_score_gemma":0.0002267448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799001,"about_ca_topic_score_gemma":0.00004036263,"domain_scores_codex":[0.9991488,0.0001496452,0.0002649824,0.0001752773,0.0000593993,0.0002019305],"domain_scores_gemma":[0.9992382,0.000316577,0.0001671411,0.0001044415,0.0001117703,0.00006185713],"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":[0.000005996735,0.00007074753,0.001937966,0.0000111938,0.00001289738,1.504354e-8,0.1680415,2.50031e-7,0.001698015,0.8024111,0.01659748,0.009212775],"study_design_scores_gemma":[0.0001771673,0.00004462195,0.01170302,0.000005682939,0.00001097601,0.000001185978,0.05578052,0.000009947022,0.00003850043,0.03148887,0.900642,0.00009747702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568231,0.0001459106,0.00003674542,0.02197543,0.0008753272,0.000259436,0.00003054135,0.00009017989,0.01976329],"genre_scores_gemma":[0.9869359,0.00003007587,0.007412584,0.001842786,0.0005093741,0.00005257053,0.0001376424,0.00001007318,0.003069008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8840445,"threshold_uncertainty_score":0.5717905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641699418480602,"score_gpt":0.3454386955723766,"score_spread":0.3190217013875706,"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."}}