{"id":"W4386763062","doi":"10.26685/urncst.539","title":"Connecting Young Minds (CYM) 2023 Undergraduate Research Conference: 5-Minute Scientific Research Presentations","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ottawa Hospital Research Institute; University of Ottawa","keywords":"Undergraduate research; Competition (biology); Futures contract; Psychology; Medical education; Presentation (obstetrics); Period (music); Public relations; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002887687,0.001696451,0.0006831529,0.0008205707,0.003446562,0.004290389,0.001643392,0.002754397,0.2613712],"category_scores_gemma":[0.005900951,0.0007107103,0.0007321545,0.0005880637,0.0006599048,0.001673607,0.005948162,0.002974231,0.1101036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815931,"about_ca_system_score_gemma":0.002771437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632289,"about_ca_topic_score_gemma":0.006925406,"domain_scores_codex":[0.9987251,0.0002478856,0.0000498385,0.000171374,0.000335679,0.0004700826],"domain_scores_gemma":[0.9930725,0.0004579355,0.0002105819,0.0002098652,0.001169064,0.004880103],"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":[0.0005869701,0.0003254706,0.0003121099,0.000204244,0.000008026672,0.0002626302,0.00096244,0.0001069315,0.003956431,0.001083257,0.9552218,0.03696969],"study_design_scores_gemma":[0.000128764,0.0005209523,0.002260672,0.0001062005,0.000006828675,0.0001880398,0.001082132,0.0002365989,0.001152093,0.0009726181,0.9933094,0.00003561068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06317207,0.004152653,0.02031277,0.02936264,0.06392706,0.009999628,0.01065754,0.01534938,0.7830662],"genre_scores_gemma":[0.1345457,0.002371167,0.02407708,0.01031701,0.01486692,0.008760885,0.008919627,0.002246143,0.7938954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2613712,"threshold_uncertainty_score":0.8743739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132350773676153,"score_gpt":0.4665972999368468,"score_spread":0.3342465262606937,"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."}}