{"id":"W3169890602","doi":"10.15173/glj.v12i2.4773","title":"Review of: Jonathan Parry (in collaboration with Ajay T.G.) (2020) Classes of Labour: Work and Life in a Central Indian Steel Town","year":2021,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"PARRY; Work (physics); Sociology; History; Engineering; Computer science; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004014,0.0001543413,0.0005542948,0.00006128878,0.0001743634,0.00001573202,0.0001046509,0.0001113884,0.0003766649],"category_scores_gemma":[0.0005734416,0.0001208183,0.00004055541,0.001289725,0.00006210217,0.0001667462,0.00008562341,0.0004661192,0.000002101142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857724,"about_ca_system_score_gemma":0.001345678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897274,"about_ca_topic_score_gemma":0.005213079,"domain_scores_codex":[0.9976411,0.0005784168,0.0008473478,0.0001777677,0.000307601,0.0004477828],"domain_scores_gemma":[0.9985113,0.0001221332,0.000493599,0.0001292992,0.0005638786,0.0001798297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001526233,0.00009138993,0.9858009,0.002482744,0.00005390062,0.0001337384,0.00135322,0.000005527578,0.00001176791,0.003780918,0.005077787,0.001055536],"study_design_scores_gemma":[0.001556353,0.0001030739,0.9526067,0.01354799,0.0000272751,0.00001991598,0.004611651,3.197688e-7,0.000008994951,0.0005262484,0.02686374,0.0001277614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109784,0.07405729,0.000004051378,0.01340878,0.0003003874,0.0003270827,0.0001491051,0.000007396894,0.0007674553],"genre_scores_gemma":[0.9395349,0.05778262,0.0003686093,0.001845764,0.0001636227,0.00001464578,0.000009040421,0.000009440799,0.0002713795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319417,"threshold_uncertainty_score":0.4926828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942053372147833,"score_gpt":0.3474654975095901,"score_spread":0.3280449637881118,"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."}}