{"id":"W2025141319","doi":"10.1177/8756479304272680","title":"Diploma and Degree","year":2005,"lang":"en","type":"article","venue":"Journal of diagnostic medical sonography","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mohawk College","funders":"","keywords":"Medicine; Degree (music); Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006331719,0.0001682289,0.0003428347,0.002834297,0.001433118,0.001894943,0.0003914317,0.0004474604,0.08780029],"category_scores_gemma":[0.007679209,0.0000858566,0.0002677226,0.002877943,0.000531496,0.001128541,0.001312053,0.00135404,0.01521325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235713,"about_ca_system_score_gemma":0.001525889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008297129,"about_ca_topic_score_gemma":0.01928726,"domain_scores_codex":[0.998913,0.0001566405,0.00006893041,0.00007497567,0.0002893393,0.0004970599],"domain_scores_gemma":[0.994453,0.0008055479,0.001045194,0.0001391273,0.000789977,0.002767031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005129378,0.0006721607,0.64384,0.0001818921,0.00007719376,0.0003833068,0.003646104,0.0002828119,0.0003558817,0.05471122,0.1892716,0.106065],"study_design_scores_gemma":[0.00003542904,0.0001978243,0.8291884,0.0001371837,0.00002278705,0.0003650355,0.0050143,0.0001760288,0.0002056575,0.005643569,0.1589937,0.00002007815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4822745,0.001805092,0.0007278207,0.01460485,0.001449796,0.0001192512,0.02092319,0.0000861874,0.4780093],"genre_scores_gemma":[0.8560331,0.0007033967,0.0001852169,0.0007937169,0.0005157473,0.00009646019,0.004420449,0.00002317917,0.1372288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08780029,"threshold_uncertainty_score":0.2937213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747805824272483,"score_gpt":0.3483118147043737,"score_spread":0.3208337564616489,"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."}}