{"id":"W27779761","doi":"10.1113/jp273291","title":"PROGRAM PROPOSAL FOR EARLY CONTACT OF PREGRADUATE STUDENTS WITH THE RESEARCH WORLD: HOW TO MAKE THE RIGHT DECISION AT THE RIGHT TIME","year":2009,"lang":"en","type":"article","venue":"INTED2009 Proceedings","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Right to education; Political science; Human rights; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338764,0.0002108696,0.0003236773,0.0001856595,0.000550681,0.0002076378,0.0008043379,0.00007681529,0.0005897117],"category_scores_gemma":[0.003053049,0.00007084022,0.0001198577,0.00115733,0.000312784,0.00007732955,0.0001215428,0.0006161144,0.00008150421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180232,"about_ca_system_score_gemma":0.0004736388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057397,"about_ca_topic_score_gemma":0.00003827597,"domain_scores_codex":[0.9969422,0.0000562618,0.0003578662,0.0003972322,0.001736554,0.0005098361],"domain_scores_gemma":[0.9970313,0.0005319132,0.0001708633,0.0003826691,0.001339346,0.0005439417],"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":[0.002583998,0.001228722,0.002618097,0.00006155914,0.0001370958,0.000007021561,0.00520595,1.434845e-7,0.004790399,0.006068178,0.9249381,0.05236077],"study_design_scores_gemma":[0.002379219,0.006628749,0.05563129,0.001559613,0.0001872127,0.00008268983,0.001454915,0.0001700611,0.01388653,0.002807497,0.9149825,0.000229741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5863926,0.00007288335,0.00004971884,0.3989619,0.00009677123,0.006279535,0.000007539339,0.00006922715,0.008069786],"genre_scores_gemma":[0.8816695,0.000007506071,0.001897787,0.003397368,0.0002774925,0.0005294713,0.000008807575,0.00002819857,0.1121839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3955646,"threshold_uncertainty_score":0.645693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345928808706985,"score_gpt":0.4081266037375698,"score_spread":0.3735337228668713,"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."}}