{"id":"W4214882213","doi":"10.2319/0003-3219-88.2.249","title":"Academic Orthodontic Opportunities","year":2018,"lang":"en","type":"article","venue":"The Angle Orthodontist","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Orthodontics; Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004727252,0.0001993457,0.0002489922,0.0001456724,0.002223642,0.0000399499,0.0007357995,0.0002156346,0.005404602],"category_scores_gemma":[0.001496181,0.0001427744,0.00008173296,0.0004304998,0.0006524239,0.0004448958,0.0003704855,0.001316722,0.007372577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797637,"about_ca_system_score_gemma":0.0008274715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206464,"about_ca_topic_score_gemma":0.000623652,"domain_scores_codex":[0.9958487,0.001866666,0.0005711617,0.0003339212,0.0005468982,0.0008326179],"domain_scores_gemma":[0.9970289,0.001063063,0.0003166957,0.0009055338,0.0004458628,0.0002398747],"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":[0.0002038572,0.00009580995,0.7652796,0.0001265251,0.00008155669,0.0000289069,0.01008172,2.130675e-7,0.0006158551,0.02610751,0.1508963,0.04648215],"study_design_scores_gemma":[0.0003070848,0.00007325947,0.374118,0.0000665621,0.00004398892,0.00002754428,0.01138502,0.0000267967,0.00008481496,0.001179873,0.6125117,0.0001753233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744725,0.001052462,0.0007443068,0.01518243,0.002889038,0.001114919,0.00003494136,0.0002614833,0.2339954],"genre_scores_gemma":[0.7439784,0.0008704064,0.0005800605,0.006171428,0.0030271,0.0002943881,0.00005514489,0.00009020824,0.2449328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4616154,"threshold_uncertainty_score":0.9990754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3212843778560477,"score_gpt":0.5304934786304479,"score_spread":0.2092091007744002,"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."}}