{"id":"W1933123663","doi":"10.29173/pandpr25364","title":"Toward Experiencing Academic Mentorship","year":2015,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mentorship; Graduate students; Reflection (computer programming); Pedagogy; Lived experience; Psychology; Medical education; Sociology; Medicine; Computer science; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004466011,0.0001109223,0.0001413785,0.0001280972,0.0003599269,0.00008352733,0.0003507569,0.0001704591,0.001555299],"category_scores_gemma":[0.01238926,0.0001172466,0.00002077767,0.0005500951,0.0002739572,0.001770774,0.00006543795,0.0007560352,0.001647614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514285,"about_ca_system_score_gemma":0.0007877155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098403,"about_ca_topic_score_gemma":0.00002747663,"domain_scores_codex":[0.9971879,0.001433332,0.0002404683,0.000290966,0.0004136036,0.0004337551],"domain_scores_gemma":[0.9977902,0.001002668,0.0003852597,0.0001754162,0.0004375024,0.0002089308],"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":[0.0001108439,0.00009480405,0.005515221,0.000003198125,0.00004302499,0.000006096664,0.6038142,0.00000590128,0.0001674874,0.3821572,0.004025831,0.004056233],"study_design_scores_gemma":[0.0001561241,0.00004973984,0.0001664977,0.000002559535,0.00001229427,0.000005433977,0.3371278,0.000001840371,0.00002713241,0.001760115,0.6605947,0.00009573829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2351054,0.0007459342,0.0001715063,0.07501335,0.002053988,0.0002061263,2.907293e-7,0.0001863491,0.686517],"genre_scores_gemma":[0.9838184,0.000120339,0.001992152,0.00495165,0.0007747694,0.0000454383,0.000003179321,0.00001481609,0.008279271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.748713,"threshold_uncertainty_score":0.9993574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3171258704859702,"score_gpt":0.4874849221712482,"score_spread":0.1703590516852779,"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."}}