{"id":"W4220657792","doi":"10.33423/jmpp.v23i1.5049","title":"Return to Work Literature: Counts, Themes, and Gaps","year":2022,"lang":"en","type":"article","venue":"Journal of Management Policy and Practice","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Perspective (graphical); Accommodation; Work (physics); Human resource management; Business; Process (computing); Public relations; Psychology; Economics; Management; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002500702,0.0000496058,0.00009270554,0.000207408,0.0005498647,0.00002086572,0.0000888093,0.00002614868,0.000346869],"category_scores_gemma":[0.0008751623,0.00004036824,0.00001573363,0.0004245783,0.00001123979,0.0001780157,0.0001834343,0.0006210238,0.00002991738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008537133,"about_ca_system_score_gemma":0.0001295961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010919,"about_ca_topic_score_gemma":9.240725e-7,"domain_scores_codex":[0.9984969,0.0006421252,0.0002548391,0.00007318937,0.0003433745,0.0001895256],"domain_scores_gemma":[0.9980313,0.001413935,0.0001987573,0.00008438864,0.0001146453,0.000157039],"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":[0.004899392,0.0001346707,0.003493523,0.0007388664,0.00014218,0.0001853551,0.005427268,0.00001136728,0.000004252051,0.1342638,0.7258059,0.1248934],"study_design_scores_gemma":[0.0003392105,0.0001396104,0.01283313,0.00007521441,0.00001654438,0.00004694873,0.00117432,0.000003381325,1.011528e-7,0.001134355,0.9841998,0.00003735776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009074349,0.01161143,0.0001490818,0.3018977,0.001169136,0.001052456,0.00004581675,0.00001616011,0.6749839],"genre_scores_gemma":[0.6318944,0.04489655,0.01350657,0.168217,0.005934464,0.0001914934,0.0000281907,0.00006751731,0.1352638],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.62282,"threshold_uncertainty_score":0.422917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07125874952529566,"score_gpt":0.4941601584350434,"score_spread":0.4229014089097478,"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."}}