{"id":"W4413888208","doi":"10.63409/2025.62","title":"Seeing Equity as Labour Justice","year":2025,"lang":"en","type":"article","venue":"CAUT Journal","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Trent University","funders":"","keywords":"Equity (law); Economic Justice; Labour economics; Economics; Law and economics; Political science; Law; Neoclassical economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699344,0.0006412923,0.0005240721,0.001354268,0.004451075,0.01007831,0.0009642214,0.007273095,0.03129046],"category_scores_gemma":[0.006170741,0.0003167581,0.0005146992,0.001331698,0.008033157,0.008952019,0.004032715,0.01099648,0.004317823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005517905,"about_ca_system_score_gemma":0.004592619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736029,"about_ca_topic_score_gemma":0.03783408,"domain_scores_codex":[0.9984681,0.0004755426,0.00005131033,0.0002107499,0.0005730819,0.0002211126],"domain_scores_gemma":[0.9970324,0.001626522,0.0001078945,0.00008987374,0.0006333764,0.0005099184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000805136,0.00001082759,0.0001385503,0.00008356299,0.000002137701,0.00002885674,0.0007212489,0.00002034316,0.00004186967,0.09086526,0.8971879,0.01089135],"study_design_scores_gemma":[0.000005527922,0.00000996055,0.0007640618,0.0005437592,0.000002680268,0.00005831568,0.001460011,0.00004481823,0.0000429433,0.06316775,0.9338874,0.0000129124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008583118,0.1277366,0.0008326481,0.6549529,0.08558817,0.00003286256,0.0002421406,0.00007013322,0.1296863],"genre_scores_gemma":[0.05701229,0.09289881,0.002101578,0.4729349,0.1686622,0.0001567858,0.0003184105,0.0002573864,0.2056576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03129046,"threshold_uncertainty_score":0.1046771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970777502329764,"score_gpt":0.3981610417734366,"score_spread":0.3584532667501389,"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."}}