{"id":"W4280558227","doi":"10.1177/0160449x221090139","title":"Book Review: <i>Strategizing Against Sweatshops: The Global Economy, Student Activism, and Worker Empowerment</i> by Williams, Matthew","year":2022,"lang":"en","type":"article","venue":"Labor Studies Journal","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Empowerment; Sociology; Political science; Management; Economy; Media studies; Economics; Law","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":[0.00102474,0.0009685234,0.001100637,0.002321613,0.00156434,0.00452575,0.001462689,0.004257272,0.04085493],"category_scores_gemma":[0.005850157,0.0004480785,0.0004849292,0.003556068,0.001402608,0.003602554,0.001407216,0.00497493,0.02140358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590569,"about_ca_system_score_gemma":0.004407126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499711,"about_ca_topic_score_gemma":0.05679851,"domain_scores_codex":[0.9990073,0.0001639476,0.00004069517,0.00009909416,0.0006103661,0.00007868346],"domain_scores_gemma":[0.9959022,0.001676642,0.0002339204,0.00006837017,0.001664557,0.0004542781],"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":[0.000001657845,0.000002674471,0.00001040316,0.00007682245,0.000001143789,0.000003757958,0.00000984655,0.000006736546,0.0000071948,0.0003976051,0.9916936,0.007788576],"study_design_scores_gemma":[0.000004948419,0.000007500691,0.0001644512,0.0005263611,0.000004275375,0.00003394251,0.00006106442,0.00001502471,0.00001901995,0.000578162,0.9985799,0.000005463472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002094726,0.5315899,0.0004085746,0.2465719,0.1390318,0.00007379217,0.0003028675,0.0001312895,0.08168046],"genre_scores_gemma":[0.002666594,0.391006,0.0004344997,0.1189681,0.1033211,0.0001487326,0.0003669948,0.0001774288,0.3829106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04085493,"threshold_uncertainty_score":0.1366733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235901260816997,"score_gpt":0.2729604700680236,"score_spread":0.2606014574598536,"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."}}