{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02325679,0.0004744647,0.0003412545,0.0008183155,0.001607214,0.006259853,0.003058478,0.001960614,0.004146913],"category_scores_gemma":[0.03183435,0.0002907962,0.0006969755,0.0009766184,0.005604932,0.008279249,0.003747145,0.002071702,0.0009516499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254658,"about_ca_system_score_gemma":0.005238904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505652,"about_ca_topic_score_gemma":0.002624117,"domain_scores_codex":[0.9809404,0.01436076,0.0004860612,0.0009496896,0.002165309,0.001097745],"domain_scores_gemma":[0.9707415,0.01502922,0.003466484,0.004589885,0.002393677,0.003779333],"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":[0.0004405911,0.002090081,0.03736513,0.001110703,0.0001857164,0.000272788,0.01032786,0.004245209,0.001086308,0.2554541,0.008982999,0.6784385],"study_design_scores_gemma":[0.0009956267,0.0128291,0.04510248,0.004533368,0.000325673,0.002489994,0.03992674,0.04538625,0.007694917,0.4564138,0.3836554,0.0006465217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3722242,0.006549592,0.3008701,0.1506708,0.001968879,0.001845502,0.0001615156,0.001493887,0.1642155],"genre_scores_gemma":[0.9200657,0.001792969,0.06703101,0.003858541,0.0002639364,0.0006409059,0.00004522711,0.00005679062,0.006244979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325679,"threshold_uncertainty_score":0.1229951,"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."}}