{"id":"W2096460783","doi":"10.1002/j.0022-0337.2009.73.2_suppl.tb04692.x","title":"Summary and Implications of the Dental Pipeline Program Evaluation","year":2009,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Library science; Principal (computer security); Pipeline (software); Public health; Management; Psychology; Medicine; Engineering; Computer science; Nursing","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":[0.001971829,0.00009970595,0.0001625642,0.000214778,0.0003722902,0.00002644425,0.0002765286,0.00009358377,0.000331651],"category_scores_gemma":[0.0009989118,0.00007388741,0.00008606771,0.0004571865,0.00008494929,0.0005606519,0.00005380973,0.0005291994,0.00003084489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311649,"about_ca_system_score_gemma":0.002616106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008680086,"about_ca_topic_score_gemma":0.0000475251,"domain_scores_codex":[0.9976797,0.0005314001,0.0007829009,0.0001295722,0.0006786777,0.0001977806],"domain_scores_gemma":[0.9972805,0.0001574796,0.001050999,0.0002646617,0.001102741,0.0001436264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009296798,0.001765013,0.6180128,0.00005929199,0.00002220671,1.637375e-7,0.002072499,0.000003335522,0.005213262,0.0006162424,0.01967937,0.3524628],"study_design_scores_gemma":[0.0005832688,0.0001542461,0.9745922,0.0001665561,0.0001052801,0.0001089407,0.01357058,0.00007262811,0.0003910203,0.001656187,0.008532992,0.00006608539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797997,0.001542511,0.00002170959,0.006838232,0.001781635,0.001688614,0.000007976903,0.000009578873,0.008310067],"genre_scores_gemma":[0.9958406,0.000234954,0.0005043584,0.0006426072,0.0005282419,0.00009299257,0.00002329449,0.00001139203,0.002121565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565794,"threshold_uncertainty_score":0.4640859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08510500153748878,"score_gpt":0.5554933776956167,"score_spread":0.4703883761581279,"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."}}