{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005110075,0.0001766854,0.0001568454,0.0001339924,0.003656193,0.0004407298,0.001108564,0.0001092411,0.002455261],"category_scores_gemma":[0.0005605451,0.0000853336,0.0001061749,0.0004721507,0.0001805627,0.0008768542,0.000231736,0.002568271,0.004747233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006642961,"about_ca_system_score_gemma":0.0003340436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127866,"about_ca_topic_score_gemma":0.001255306,"domain_scores_codex":[0.9944994,0.002905724,0.0006368752,0.0001954563,0.001026355,0.0007361295],"domain_scores_gemma":[0.9981138,0.000643891,0.0004264058,0.0004754257,0.0002096657,0.0001308865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000689444,0.0003883166,0.8016741,0.00006438528,0.0001165714,0.00006949693,0.05279246,0.00003407118,0.01500153,0.003541181,0.09896015,0.02728883],"study_design_scores_gemma":[0.0006638981,0.00003696877,0.8481119,0.00009832129,0.00003721151,0.001542245,0.1333069,0.0002415791,0.00009509132,0.0009598164,0.01475314,0.0001528871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611274,0.002081838,0.00004166781,0.01569537,0.003825858,0.001234408,0.000004199898,0.00001827957,0.015971],"genre_scores_gemma":[0.9880251,0.002260352,0.00003114323,0.002973085,0.002465058,0.0001897766,0.00001414816,0.00003186751,0.004009464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08420701,"threshold_uncertainty_score":0.9997329,"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."}}