{"id":"W4280638167","doi":"10.18357/kula.151","title":"Work It","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Compensation (psychology); Scope (computer science); Position (finance); Publishing; Work (physics); Inclusion (mineral); Sustainability; Public relations; Political science; Accounting; Business; Sociology; Psychology; Finance; Social science; Computer science; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002634834,0.000859366,0.0006399467,0.002173567,0.006889415,0.01207341,0.002481237,0.002655886,0.4587795],"category_scores_gemma":[0.01095143,0.000398622,0.0007117138,0.003183394,0.002144342,0.006258015,0.006691092,0.002152388,0.2967896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007482469,"about_ca_system_score_gemma":0.01619819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07811753,"about_ca_topic_score_gemma":0.1008288,"domain_scores_codex":[0.9954426,0.0006759029,0.0001825786,0.0009168824,0.001853885,0.0009280397],"domain_scores_gemma":[0.9930682,0.0004746536,0.0002609917,0.001267257,0.003006097,0.001922728],"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":[0.00008675791,0.00006246351,0.002972395,0.0003206715,0.0000169024,0.0001979645,0.002829993,0.0001044794,0.0003120907,0.05764027,0.6710311,0.2644249],"study_design_scores_gemma":[0.000003792657,0.000009834776,0.0008137163,0.0001216028,0.0000035147,0.00005946273,0.00084804,0.00002492751,0.00005265806,0.001790818,0.9962639,0.000007621529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003402174,0.002364145,0.002868401,0.0131005,0.003850875,0.0001850943,0.002819778,0.001168144,0.970241],"genre_scores_gemma":[0.03543517,0.002721111,0.003178419,0.005980884,0.000704883,0.0001740383,0.004481101,0.0008190604,0.9465053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5412205,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07639842562121205,"score_gpt":0.3600342419468024,"score_spread":0.2836358163255904,"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."}}