{"id":"W7079181677","doi":"10.5281/zenodo.17013116","title":"PROJECT MANAGEMENT METHODOLOGIES IN HR: COMPARATIVE ANALYSIS AND PRACTICAL APPLICATION","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ArcelorMittal (Canada)","funders":"","keywords":"Project management; Human resource management; Context (archaeology); Adaptability; Adaptation (eye); Project management triangle; OPM3; Scrum; Novelty; Remuneration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02133918,0.0004944823,0.0004588447,0.00647544,0.001102185,0.002626559,0.0008572058,0.0008950104,0.002718562],"category_scores_gemma":[0.03215729,0.0002600865,0.0004378828,0.01195865,0.001441934,0.002812386,0.002517493,0.0005878186,0.0002744701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235375,"about_ca_system_score_gemma":0.00185418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000906384,"about_ca_topic_score_gemma":0.001206915,"domain_scores_codex":[0.9692815,0.02635627,0.0009541902,0.0004469461,0.002540014,0.0004210715],"domain_scores_gemma":[0.9468166,0.04630381,0.001778639,0.001044605,0.00345462,0.0006019063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003378394,0.0005770005,0.01849852,0.002418156,0.0001092764,0.0003042769,0.01719321,0.005709108,0.000749207,0.05986021,0.001452717,0.8927905],"study_design_scores_gemma":[0.0004154911,0.01086048,0.2955318,0.01201907,0.0005649953,0.005408687,0.1350015,0.06945579,0.005111296,0.1423302,0.3229889,0.0003119857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6076089,0.1242776,0.1324975,0.002640678,0.0003051787,0.0009892895,0.0001336287,0.0001492505,0.131398],"genre_scores_gemma":[0.8676875,0.04275002,0.08566096,0.0001493389,0.0001406107,0.0007036366,0.00009754173,0.00004299191,0.002767307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133918,"threshold_uncertainty_score":0.1128537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09758884889920838,"score_gpt":0.3566692557964709,"score_spread":0.2590804068972625,"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."}}