{"id":"W7119198552","doi":"10.5281/zenodo.17768715","title":"From Individual Development to Organizational Success: The Role of Mentoring Programs","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Leadership development; Organizational commitment; Organization development; Qualitative research; Career development; Organizational learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004984329,0.0003155744,0.0001920676,0.0006850574,0.001958392,0.00276453,0.0005615221,0.0005494815,0.003317366],"category_scores_gemma":[0.01355668,0.0001074656,0.0002098879,0.0004602504,0.001735286,0.001408949,0.003294224,0.001209599,0.0002335693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009937794,"about_ca_system_score_gemma":0.00363027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009328075,"about_ca_topic_score_gemma":0.00172498,"domain_scores_codex":[0.9954653,0.003538044,0.00007006859,0.0001652893,0.0003209116,0.0004404675],"domain_scores_gemma":[0.98236,0.009338685,0.00153758,0.00061444,0.0007483413,0.005400885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002646491,0.002486913,0.08983716,0.001294866,0.00011961,0.001214036,0.07221445,0.0007704505,0.00329927,0.01647483,0.004319654,0.8077041],"study_design_scores_gemma":[0.0002397332,0.006049017,0.4773344,0.005184134,0.0003222408,0.002936537,0.2748902,0.003258394,0.011619,0.0339851,0.1839549,0.0002262691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269484,0.003227726,0.007345244,0.008935785,0.0001868753,0.000241652,0.00004145328,0.0001408443,0.05293204],"genre_scores_gemma":[0.9952618,0.0007758282,0.002124193,0.0001747182,0.00002388985,0.00006817064,0.00001210105,0.00001043425,0.00154889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004984329,"threshold_uncertainty_score":0.02635998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727667195587071,"score_gpt":0.2894324399298538,"score_spread":0.2521557679739831,"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."}}