{"id":"W2221431592","doi":"10.1177/2158244015604347","title":"From Resource to Human Being","year":2015,"lang":"en","type":"article","venue":"SAGE Open","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Human resource management; Praxis; Individualism; Collectivism; Dialogical self; Restructuring; Sociology; Subject (documents); Knowledge management; Human resources; Psychology; Epistemology; Social psychology; Management; Political science; Computer science; Economics; Law","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":[0.0002447124,0.00009435217,0.0001185186,0.00007444815,0.0002298837,0.0007019567,0.0005617025,0.00001796003,0.0009371436],"category_scores_gemma":[0.00009430888,0.00008810708,0.00001628702,0.0003435244,0.00001157545,0.0006364891,0.001796602,0.00003713864,0.00191293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000205083,"about_ca_system_score_gemma":0.000004187288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406648,"about_ca_topic_score_gemma":0.0006010389,"domain_scores_codex":[0.9993205,0.000005054771,0.0001238303,0.0002104605,0.0001934337,0.0001467078],"domain_scores_gemma":[0.9996896,0.000009926872,0.00005275178,0.0001731549,0.00005798148,0.00001657309],"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":[0.00003066247,0.00005486354,0.07520505,0.00001891551,0.00006308261,0.00002097303,0.000677759,0.00004639331,0.0001477911,0.06677739,0.8497771,0.007180022],"study_design_scores_gemma":[0.0003748544,0.000004663765,0.01922252,0.00002968262,0.0000230643,3.105075e-8,0.0008164146,0.00002201748,0.00002363365,0.03186721,0.9474568,0.0001590797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07458831,0.00005798735,0.0005906015,0.004104568,0.0001851299,0.0004543052,0.000001940598,0.0001016641,0.9199155],"genre_scores_gemma":[0.9637293,7.897995e-7,0.0008686869,0.009598261,0.002295529,0.00002266506,0.000105579,0.00003209115,0.02334708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8965684,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958132372263864,"score_gpt":0.267052162801855,"score_spread":0.2274708390792164,"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."}}