{"id":"W2169258995","doi":"10.1016/j.sdentj.2013.06.001","title":"Leading the young Saudi Generation Y dentists in the 21st century","year":2013,"lang":"en","type":"article","venue":"The Saudi Dental Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001724171,0.000348645,0.0001580298,0.000670685,0.002638885,0.003534556,0.0003527729,0.001021657,0.01309582],"category_scores_gemma":[0.003506828,0.0001856926,0.0002502333,0.000751688,0.0009639628,0.002245175,0.003852619,0.001057912,0.005229779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358199,"about_ca_system_score_gemma":0.005628936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03073236,"about_ca_topic_score_gemma":0.04261876,"domain_scores_codex":[0.9992086,0.000196589,0.0000553142,0.00004521662,0.0002245112,0.0002697698],"domain_scores_gemma":[0.9980756,0.0001403555,0.0003440117,0.00008145432,0.000726997,0.0006316736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002781297,0.000190415,0.1708392,0.0009982983,0.0000524135,0.002358636,0.134052,0.0001834787,0.003400474,0.03477213,0.2121785,0.4406964],"study_design_scores_gemma":[0.00001817642,0.0001480196,0.05147883,0.0007816987,0.00002295716,0.001271693,0.07948046,0.0001352514,0.0006493514,0.001825548,0.8641472,0.00004075034],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.61938,0.05359801,0.002154574,0.09660398,0.008163832,0.0003105026,0.001278058,0.0001803579,0.2183307],"genre_scores_gemma":[0.7821861,0.04210541,0.002927295,0.03037779,0.001275297,0.0001201594,0.0006404618,0.00009937471,0.140268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03073236,"threshold_uncertainty_score":0.06110698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08165099350876369,"score_gpt":0.4558868884651865,"score_spread":0.3742358949564228,"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."}}