{"id":"W4294837644","doi":"10.51357/cs.v14i1.186","title":"Editor's Introduction","year":2018,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Work (physics); Sociology; History; Political science; Gerontology; Library science; Medicine; Engineering; Computer science","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":[0.01065699,0.003318427,0.003470743,0.004944801,0.004899743,0.009727621,0.004532077,0.02741433,0.03837647],"category_scores_gemma":[0.06479445,0.001439455,0.003056831,0.001862615,0.002894237,0.004526723,0.003169076,0.0197627,0.01520601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003832613,"about_ca_system_score_gemma":0.006519144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843439,"about_ca_topic_score_gemma":0.004199818,"domain_scores_codex":[0.9928887,0.001493693,0.001102594,0.001022769,0.002694851,0.0007974687],"domain_scores_gemma":[0.9506745,0.01572062,0.004723346,0.001429069,0.02177402,0.005678458],"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":[0.00001380033,0.000008597534,0.00004304441,0.0001402059,0.000007324723,0.0001090689,0.00001574542,0.00000757638,0.00001789976,0.0001147091,0.9972019,0.002320201],"study_design_scores_gemma":[0.00006453718,0.00003572705,0.0006301714,0.001155999,0.0000583289,0.0004097793,0.0001882083,0.00007663783,0.0001024507,0.0007734568,0.9964746,0.00003018109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003181654,0.001650546,0.00003097122,0.06348134,0.9338774,0.0000158116,0.00003655707,0.00001443633,0.00086099],"genre_scores_gemma":[0.0004648245,0.001576218,0.00006963241,0.07514765,0.9160485,0.00004175258,0.00002692527,0.00002420874,0.006600293],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03837647,"threshold_uncertainty_score":0.1283821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07413099664178878,"score_gpt":0.4990295794646223,"score_spread":0.4248985828228335,"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."}}