{"id":"W4416689541","doi":"10.1108/978-1-62396-853-3","title":"Uncovering the Cultural Dynamics in Mentoring Programs and Relationships","year":2014,"lang":"en","type":"book","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Resource (disambiguation); Ideal (ethics); Value (mathematics); Order (exchange)","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":[0.002972109,0.0002834036,0.0002292543,0.00099635,0.004677257,0.007045624,0.001236438,0.001006029,0.003730958],"category_scores_gemma":[0.005650743,0.0002873473,0.0002655185,0.001881398,0.0064969,0.006801068,0.004819035,0.003364695,0.0004170595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003531751,"about_ca_system_score_gemma":0.002766639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702671,"about_ca_topic_score_gemma":0.007914986,"domain_scores_codex":[0.997008,0.002113693,0.00004177247,0.0001088596,0.0005349417,0.0001928004],"domain_scores_gemma":[0.9970578,0.002116513,0.0002006454,0.0001449233,0.0001983695,0.0002817483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001830966,0.00006857435,0.002815039,0.0003150784,0.00001550296,0.0008059274,0.4121954,0.0004709261,0.0005276153,0.3797493,0.02518052,0.1778378],"study_design_scores_gemma":[0.000006866816,0.00005266499,0.008261125,0.001107723,0.00001609571,0.001167063,0.3307838,0.001087623,0.0006665086,0.08769223,0.5691242,0.00003424696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1623815,0.01951399,0.03608555,0.03606632,0.001351523,0.0001883963,0.00006530104,0.0002010169,0.7441465],"genre_scores_gemma":[0.7882016,0.01583525,0.01636783,0.002776884,0.0002562472,0.0002582607,0.00009471911,0.0002179366,0.1759913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007045624,"threshold_uncertainty_score":0.02562481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05105922455289263,"score_gpt":0.3055908822756687,"score_spread":0.2545316577227761,"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."}}