{"id":"W4231814449","doi":"10.1177/09500170022118356","title":"Book Reviews","year":2000,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003571091,0.0001546778,0.0002146004,0.00000680459,0.0001972917,0.00004668183,0.00008982854,0.00006573974,0.007815717],"category_scores_gemma":[0.000003498322,0.0001290693,0.0002058601,0.0002110669,0.00009107992,0.000115037,0.00002684092,0.0001219845,0.005043003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005427841,"about_ca_system_score_gemma":0.000009191318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000684222,"about_ca_topic_score_gemma":9.475087e-7,"domain_scores_codex":[0.9990483,0.00005531398,0.0002069101,0.0002461907,0.0001612769,0.0002820237],"domain_scores_gemma":[0.9995895,0.00001900613,0.00004103536,0.000232471,0.00000977047,0.0001082015],"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":[0.000008013533,0.00003567665,0.002563931,0.000007309683,0.00002319429,5.516565e-7,0.001612284,0.00000107126,0.00004856846,0.00004152661,0.9734547,0.02220315],"study_design_scores_gemma":[0.0003058802,0.00001945372,0.004890812,0.00005347673,0.00002800408,0.000001076202,0.00003428359,0.000008554615,0.00002739486,0.00004928328,0.9944197,0.00016208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4885913,0.422605,0.00003850848,0.0030446,0.0002515813,0.002075538,0.0000269281,0.0009800585,0.08238647],"genre_scores_gemma":[0.03029704,0.1372587,0.00441258,0.04046194,0.0008253186,0.0002909245,0.00007668975,0.000244096,0.7861328],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7037463,"threshold_uncertainty_score":0.9957317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097973274338833,"score_gpt":0.2651676166434653,"score_spread":0.244187883900077,"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."}}