{"id":"W4233023529","doi":"10.2319/0003-3219-88.3.373","title":"Academic 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":"Medical education; Medicine; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002615563,0.001804903,0.001179494,0.005163857,0.005951473,0.01310765,0.002600738,0.002245143,0.7661048],"category_scores_gemma":[0.01032189,0.0005919868,0.001108206,0.005849087,0.0007616578,0.006030246,0.01158059,0.002839636,0.687484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375852,"about_ca_system_score_gemma":0.007144565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757575,"about_ca_topic_score_gemma":0.004795595,"domain_scores_codex":[0.9955258,0.0007025186,0.0002693709,0.0004597161,0.001790235,0.001252294],"domain_scores_gemma":[0.9878727,0.0006058151,0.0005077243,0.001003378,0.003292915,0.006717472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003426158,0.00007149183,0.0003373106,0.0001125512,0.000001946549,0.00007844783,0.0001661693,0.00002637777,0.00009092465,0.006319604,0.9196102,0.07315068],"study_design_scores_gemma":[0.000004271814,0.00001525063,0.000397621,0.00006595611,8.815774e-7,0.00007753111,0.0002555017,0.00001779136,0.00003502114,0.001060942,0.9980642,0.000005050324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00142321,0.001922818,0.0009997619,0.009000548,0.006815392,0.0002548687,0.005609146,0.001421546,0.9725527],"genre_scores_gemma":[0.006184349,0.002034383,0.001183364,0.002178784,0.001490444,0.0001960059,0.004014211,0.000622205,0.9820962],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7661048,"threshold_uncertainty_score":0.3336232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3444153865933455,"score_gpt":0.5431949539256898,"score_spread":0.1987795673323444,"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."}}