{"id":"W6945433787","doi":"10.25446/oxford.20257014.v1","title":"St. John's University (Tobin)","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Higher education; Information system; Information professional; EXPOSE","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":["insufficient_payload"],"category_scores_codex":[0.0006746809,0.001038978,0.0008898868,0.002607263,0.001743607,0.005023669,0.001052202,0.0008386704,0.760049],"category_scores_gemma":[0.004291591,0.0006220888,0.0003378485,0.004456545,0.0007099928,0.00291176,0.002407553,0.001237917,0.5818544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298276,"about_ca_system_score_gemma":0.002379356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106354,"about_ca_topic_score_gemma":0.02803903,"domain_scores_codex":[0.9991891,0.00007520296,0.00006205773,0.0002999327,0.0003049571,0.00006882181],"domain_scores_gemma":[0.9983634,0.000315161,0.0001183325,0.0003031208,0.000585313,0.0003147074],"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":[0.0001014963,0.00003007105,0.0006315158,0.0004207105,0.000009878303,0.0002593401,0.0003272699,0.0001023435,0.0007302549,0.009517678,0.8459477,0.1419218],"study_design_scores_gemma":[0.000005150074,0.000006364097,0.0007751512,0.0001151326,0.000001821719,0.00008232719,0.00009694595,0.0000431298,0.0002130612,0.001067175,0.9975872,0.000006607896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003117968,0.003071724,0.002888788,0.0030558,0.001208593,0.0001067857,0.07532265,0.005336303,0.9058912],"genre_scores_gemma":[0.005849637,0.002037833,0.002877012,0.0004585177,0.00009403683,0.00007448281,0.01904637,0.002882306,0.9666798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.239951,"threshold_uncertainty_score":0.342261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340619919211134,"score_gpt":0.2003341587182863,"score_spread":0.186927959526175,"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."}}