{"id":"W4405139884","doi":"10.70729/ijser15549","title":"Attrition and Retention","year":2015,"lang":"en","type":"article","venue":"International Journal of Scientific Engineering and Research","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Attrition; Medicine; Dentistry","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":[0.001885258,0.00003639609,0.00006140987,0.0002491729,0.00005451617,0.000139341,0.0001157179,0.00003640785,0.00003910402],"category_scores_gemma":[0.0001372019,0.00002609061,0.00002005188,0.0001296727,0.0001460741,0.00009228751,0.00005003781,0.0002096081,0.00001272155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002245281,"about_ca_system_score_gemma":0.000008209865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001268385,"about_ca_topic_score_gemma":6.613787e-7,"domain_scores_codex":[0.9991369,0.00004109898,0.0001449531,0.0001020807,0.0004644585,0.0001105484],"domain_scores_gemma":[0.999081,0.00005397324,0.00003286681,0.00003957611,0.0006865736,0.0001060344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001278931,0.001308769,0.0830307,0.00006516738,0.0006886987,0.001345613,0.01460408,0.0002320883,0.09736773,0.04194707,0.1814013,0.5767298],"study_design_scores_gemma":[0.004338981,0.0014235,0.5781381,0.000401758,0.00003398366,0.002239018,0.004241463,0.0006741735,0.00117959,0.008735441,0.398226,0.0003680731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929457,0.001760652,0.0001938439,0.001261124,0.002836799,0.00002856515,0.000002868239,0.000006344611,0.0009640618],"genre_scores_gemma":[0.9979447,0.0000542851,0.0002768138,0.000006765337,0.0002191172,0.000001723059,0.00000123971,0.000002634938,0.001492772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5763617,"threshold_uncertainty_score":0.1343668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5346583040050584,"score_gpt":0.4669773503273076,"score_spread":0.06768095367775084,"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."}}