{"id":"W2011366814","doi":"10.1308/135576110791013811","title":"Developing a Mentoring Culture in Dentistry. Making a Difference in a Changing World","year":2010,"lang":"en","type":"article","venue":"Primary Dental Care","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Coaching; Context (archaeology); Value (mathematics); Psychology; Work (physics); Subject (documents); Pedagogy; Public relations; Sociology; Engineering ethics; Medical education; Medicine; Political science; Engineering; Psychotherapist","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":[0.0001793342,0.00008600171,0.0000971404,0.0003847728,0.0001382753,0.000107063,0.000182429,0.00005498272,0.00003622948],"category_scores_gemma":[0.00009153547,0.00009307835,0.00002804193,0.001147277,0.00002659315,0.0001575357,0.0000704175,0.0002446191,0.000008422234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233167,"about_ca_system_score_gemma":0.0001427937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006407887,"about_ca_topic_score_gemma":0.06814319,"domain_scores_codex":[0.9991155,0.00002757281,0.0001224949,0.0001519644,0.0002008122,0.0003816271],"domain_scores_gemma":[0.9997897,0.00001949183,0.00003067591,0.00007383227,0.00002532686,0.00006094414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006362234,0.000036053,0.8179936,0.0001168136,0.000004696719,0.00005966319,0.1529229,0.00001402553,0.00336442,0.01261385,0.00004592142,0.01282168],"study_design_scores_gemma":[0.0004558291,0.000007754785,0.8886628,0.0005593703,0.000005709459,0.00001335628,0.08214064,0.00002730453,0.0004639504,0.0002335492,0.02699064,0.0004390691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691592,0.0003725948,0.00005815777,0.0001422327,0.001120908,0.0001518675,0.000002545063,0.000052484,0.02893998],"genre_scores_gemma":[0.9970998,0.00001648551,0.001265061,0.0001613628,0.0001297492,0.00002102875,0.000008078689,0.000006980638,0.001291526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07078224,"threshold_uncertainty_score":0.9488608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265941784950905,"score_gpt":0.3481361082736469,"score_spread":0.3254766904241379,"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."}}