{"id":"W4285476298","doi":"10.46988/ijihrm.02.01.2021.001","title":"Scientific Human Resource Management and Society Sustainable Development – Conceptual Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; Université Laval","funders":"","keywords":"Human resources; Sustainability; Sustainable development; Work (physics); Engineering ethics; Quality (philosophy); Knowledge management; Sustainability science; Science, technology, society and environment education; Business; Sociology; Political science; Engineering; Science education; Social sustainability; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001893166,0.0000861604,0.00009542288,0.0000458022,0.002712101,0.0005413872,0.0001724996,0.00004330996,0.0004868267],"category_scores_gemma":[0.00008017662,0.0000915452,0.00002994164,0.0006355225,0.0006834592,0.00019832,0.0002562143,0.00007198886,0.00001085639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005949241,"about_ca_system_score_gemma":0.0005555486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004400991,"about_ca_topic_score_gemma":0.0005553515,"domain_scores_codex":[0.998198,0.0002468514,0.0001863795,0.0004403298,0.0005094719,0.0004189126],"domain_scores_gemma":[0.9990963,0.00006988642,0.0000374284,0.0002592332,0.0004247904,0.0001123643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001781534,0.0006104292,0.0525258,0.00004929622,0.00005199888,0.00002638561,0.6359109,0.00000395846,0.000008895186,0.2902171,0.01954367,0.00104976],"study_design_scores_gemma":[0.0001417795,0.000009139852,0.03985835,0.000001856394,0.000008637138,1.347583e-7,0.5949405,2.801988e-7,0.00004433822,0.0008817592,0.3640392,0.00007394685],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173487,0.00008255956,0.00003584828,0.0008405286,0.0001304739,0.0006387385,1.31052e-7,0.00008364701,0.08083941],"genre_scores_gemma":[0.7433857,0.000001309546,0.001074559,0.00008917058,0.00004485925,0.00005626249,0.000005370726,0.000005029157,0.2553378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444955,"threshold_uncertainty_score":0.9985862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279260823965084,"score_gpt":0.3373029469635691,"score_spread":0.3093768645670607,"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."}}