{"id":"W2472735233","doi":"10.20533/ijcdse.2042.6364.2014.0278","title":"Is Adaptive Mentorship© a Viable Mentoring Model?","year":2014,"lang":"en","type":"article","venue":"International Journal for Cross-Disciplinary Subjects in Education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Computer science; Psychology; Medical education; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001589295,0.0002039628,0.0001740479,0.0004578267,0.0002561032,0.0003237318,0.0005735471,0.0001484145,0.0003484951],"category_scores_gemma":[0.0001356809,0.0002020802,0.0001193056,0.0001601768,0.00004686716,0.0005929323,0.00008164447,0.0003885379,0.00005315255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009859692,"about_ca_system_score_gemma":0.0003950663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002220465,"about_ca_topic_score_gemma":0.000004652036,"domain_scores_codex":[0.9979359,0.0000762921,0.0005926943,0.0004173363,0.0005042645,0.0004735209],"domain_scores_gemma":[0.9988668,0.0002393052,0.0002361075,0.0001750805,0.0003094619,0.0001732432],"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":[0.003088858,0.003631091,0.1631133,0.0002066042,0.001273029,0.00004906156,0.1657354,0.01694313,0.002877003,0.1358772,0.1166047,0.3906006],"study_design_scores_gemma":[0.007898301,0.001099965,0.09479966,0.003404728,0.0001077812,0.00074653,0.01106805,0.1147869,0.004251549,0.2701483,0.4894562,0.002232035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8544306,0.00126677,0.03014266,0.002554766,0.08280279,0.0005412433,0.00003018565,0.00008737307,0.02814361],"genre_scores_gemma":[0.9612039,0.00006147795,0.004175853,0.0002913939,0.00259597,0.0002446607,0.00004134914,0.00003782088,0.0313476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883685,"threshold_uncertainty_score":0.8240591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717129875931141,"score_gpt":0.4303183563618628,"score_spread":0.3731470576025513,"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."}}