{"id":"W4225406374","doi":"10.5539/ies.v15n3p1","title":"On Becoming an Effective Mentor in Adult Education—Investigating the Perceptions of Greek Adult Educators","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Psychology; Adult education; Trainer; Adult learner; Context (archaeology); Pedagogy; Perception; Adult Learning; Constructive; Medical education; Andragogy; Process (computing); Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005053444,0.0001377436,0.0001503646,0.000303989,0.0003194254,0.00001717489,0.0003648716,0.00002762003,0.0005938115],"category_scores_gemma":[0.001000961,0.0001192434,0.00004739111,0.0002632347,0.00009470386,0.00009451758,0.0001067444,0.0003171138,0.00003858046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000660923,"about_ca_system_score_gemma":0.0003415264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006656786,"about_ca_topic_score_gemma":0.00004412962,"domain_scores_codex":[0.9984258,0.0002785325,0.0004200983,0.0003144313,0.0003894664,0.0001716301],"domain_scores_gemma":[0.9982964,0.000480469,0.0002641473,0.0002072829,0.0006955714,0.00005612142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008647327,0.003370724,0.184502,0.00004878276,0.0006203305,0.000001078014,0.376379,0.0003716331,0.000430589,0.155957,0.08740513,0.1908274],"study_design_scores_gemma":[0.0006027154,0.0001783834,0.2798235,0.0002404951,0.00003720969,0.0000250124,0.6922326,0.00004653589,0.0001339955,0.009873641,0.01651343,0.0002924397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965392,0.0002562453,0.000007046786,0.006486203,0.0211268,0.0003478458,0.00001774636,0.00002104922,0.006345063],"genre_scores_gemma":[0.9873554,0.00003025006,0.0004339451,0.002040352,0.0004888793,0.002896859,0.00004719101,0.00001506214,0.006692068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3158536,"threshold_uncertainty_score":0.6501819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484858509396349,"score_gpt":0.424722815831895,"score_spread":0.3798742307379315,"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."}}