{"id":"W1994477000","doi":"10.15173/glj.v6i1.2465","title":"Bringing Class Back In","year":2015,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Class (philosophy); Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003836414,0.0006550324,0.000609084,0.001678879,0.01011592,0.01371219,0.001554372,0.005764429,0.07012569],"category_scores_gemma":[0.01043922,0.0003362229,0.00060716,0.0009312379,0.009509318,0.0131361,0.01511617,0.01043571,0.01123521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008327481,"about_ca_system_score_gemma":0.006943292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152476,"about_ca_topic_score_gemma":0.02187788,"domain_scores_codex":[0.9961655,0.0005987035,0.00008740485,0.0007852274,0.0008181407,0.001545036],"domain_scores_gemma":[0.9955751,0.0006086208,0.0002463388,0.0005586157,0.0006196267,0.00239164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009680739,0.0001415602,0.002755151,0.0001272141,0.00001663105,0.000246771,0.0265501,0.00009444498,0.0004249617,0.55381,0.2495106,0.1662257],"study_design_scores_gemma":[0.00001039711,0.00003290822,0.001346239,0.0002159225,0.000004153414,0.00005672501,0.006591239,0.00002852743,0.0001685612,0.03264388,0.9588872,0.00001424117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02949239,0.009752122,0.003154998,0.4210082,0.02439206,0.00005364314,0.0003851386,0.0003107092,0.5114508],"genre_scores_gemma":[0.4870953,0.006369985,0.001842855,0.1250495,0.01063681,0.0001211869,0.0002983308,0.000637147,0.3679488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07012569,"threshold_uncertainty_score":0.2345938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581377149230755,"score_gpt":0.3845190340456306,"score_spread":0.3263813191225551,"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."}}