{"id":"W7097255627","doi":"","title":"Associated Advisor Associated Advisor","year":2006,"lang":"en","type":"article","venue":"","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Work (physics); Medical school","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002474019,0.0002189047,0.0003181004,0.0002225957,0.001127302,0.00004538904,0.000351769,0.0004210786,0.01581831],"category_scores_gemma":[0.004933522,0.000201014,0.000103756,0.0008992994,0.0000715749,0.000456462,0.0001720187,0.001122651,0.01137769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262052,"about_ca_system_score_gemma":0.001073992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039932,"about_ca_topic_score_gemma":0.002604448,"domain_scores_codex":[0.9955709,0.00134407,0.0007544673,0.0004180441,0.000805477,0.001107049],"domain_scores_gemma":[0.9969524,0.001259054,0.0004299539,0.0004338618,0.0007050908,0.0002196888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004081023,0.001004429,0.6361344,0.00003270743,0.0000641302,0.000006101394,0.0005572713,0.000002826406,0.0005437761,0.002360273,0.3584809,0.0007723249],"study_design_scores_gemma":[0.00133019,0.00005548289,0.8722148,0.00004897171,0.0000296842,7.812048e-7,0.002610579,0.0001907396,0.00006995327,0.0014261,0.1217925,0.0002301934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5623847,0.0001268262,0.00004735054,0.008956555,0.001101024,0.001084008,0.00005712702,0.000518374,0.4257241],"genre_scores_gemma":[0.6656572,0.00002524409,0.00008121701,0.001527879,0.0002672545,0.0002013698,0.0003525137,0.00005459355,0.3318328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366884,"threshold_uncertainty_score":0.9961905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724796902753408,"score_gpt":0.4767722378547404,"score_spread":0.4195242688272063,"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."}}