{"id":"W3117301266","doi":"10.26685/urncst.232","title":"Introducing a Novel Undergraduate Research Education Initiative: The URNCST Journal Mentored Paper","year":2020,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Undergraduate research; Medical education; Undergraduate education; Index (typography); Graduate students; Medicine; Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0549469,0.001053582,0.0006186892,0.002539723,0.006763518,0.02493653,0.002676132,0.008778499,0.02416949],"category_scores_gemma":[0.1251443,0.0008564395,0.001644873,0.0008650643,0.004759162,0.01500455,0.01058128,0.01461101,0.01512173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312991,"about_ca_system_score_gemma":0.01387868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962289,"about_ca_topic_score_gemma":0.001796617,"domain_scores_codex":[0.9568542,0.01804042,0.002739321,0.003098994,0.01690195,0.002365085],"domain_scores_gemma":[0.816987,0.04625108,0.009879245,0.007493633,0.04014221,0.07924677],"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":[0.00009798819,0.0002516573,0.0007379859,0.0005427679,0.00002326498,0.0006952845,0.004385225,0.00006596754,0.001478984,0.01302237,0.8884899,0.0902085],"study_design_scores_gemma":[0.00002890304,0.0001402891,0.0002052111,0.0002030452,0.00001207048,0.0004728188,0.00136863,0.0001090769,0.000379841,0.002673757,0.9943599,0.00004647762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"methods","genre_scores_codex":[0.005025967,0.003697057,0.0260499,0.2849091,0.640825,0.000891244,0.0001587887,0.00326169,0.03518128],"genre_scores_gemma":[0.0475244,0.006529781,0.05887774,0.179318,0.540544,0.001681897,0.0003752343,0.00386608,0.1612829],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0549469,"threshold_uncertainty_score":0.2905905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779839548022565,"score_gpt":0.5725898386979802,"score_spread":0.2946058838957237,"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."}}