{"id":"W2079416991","doi":"10.4236/jss.2014.28013","title":"The Potential of Adaptive Mentorship&amp;lt;sup&amp;gt;&amp;amp;copy;&amp;lt;/sup&amp;gt;: Experts’ Perspectives","year":2014,"lang":"en","type":"article","venue":"Open Journal of Social Sciences","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Coaching; Popularity; Discipline; Interpersonal communication; Psychology; Medical education; Public relations; Sociology; Medicine; Political science; Social psychology; Social science","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02309748,0.0005320435,0.001051436,0.0005207659,0.006633815,0.002417093,0.007292386,0.0004447093,0.002855549],"category_scores_gemma":[0.005264377,0.0003926663,0.0006977674,0.002410955,0.0083544,0.002339044,0.001134318,0.0009831112,0.0002457984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007799527,"about_ca_system_score_gemma":0.001951983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301957,"about_ca_topic_score_gemma":0.01480173,"domain_scores_codex":[0.986864,0.003393149,0.001512264,0.000883015,0.005581159,0.00176641],"domain_scores_gemma":[0.9929563,0.00174193,0.001827209,0.0006366316,0.002180923,0.0006569842],"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":[0.001581349,0.001704159,0.003685709,0.00005197063,0.0007846875,0.00001993591,0.4316026,0.0003977082,0.03214238,0.1462863,0.330312,0.05143122],"study_design_scores_gemma":[0.0008676028,0.0003769686,0.001264634,0.0002242126,0.0001144194,0.00003656086,0.0788315,0.00001845625,0.0002280468,0.03012897,0.8871259,0.0007827163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6598746,0.003772672,0.01193866,0.04829811,0.002851988,0.002983886,0.00009588786,0.0001914081,0.2699928],"genre_scores_gemma":[0.9650933,0.001029469,0.01761457,0.0002016,0.002457426,0.00006198438,0.000005435246,0.00005502588,0.0134812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568139,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900300632030575,"score_gpt":0.4713908343644916,"score_spread":0.2813607711614341,"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."}}