{"id":"W6887811414","doi":"10.17616/r31njnm4","title":"Mount Saint Vincent University Dataverse @ Borealis","year":2024,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mount; SAINT; Data collection; Patron saint","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001409435,0.0004541925,0.0006788226,0.001149336,0.0001725215,0.0002153292,0.001659726,0.0006524682,0.0004835369],"category_scores_gemma":[0.0006019425,0.0004536542,0.0002495656,0.001448369,0.002539993,0.0001302419,0.001283869,0.001435799,0.002856396],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01595116,"about_ca_system_score_gemma":0.001055075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2900079,"about_ca_topic_score_gemma":0.003789161,"domain_scores_codex":[0.9941028,0.0006152337,0.0003769335,0.001134063,0.002911063,0.0008598835],"domain_scores_gemma":[0.9953517,0.0001759366,0.0003977045,0.003099017,0.0006071297,0.000368552],"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":[0.0001764418,0.00009735849,0.0001428474,0.001998673,0.000466289,0.002271052,0.0001339328,9.612136e-7,0.001206961,0.1315477,0.861876,0.00008179909],"study_design_scores_gemma":[0.0002231278,0.000115532,0.00005103879,0.002417948,0.0001060746,0.00006462611,0.001521319,0.000009104303,0.001888045,0.0001773502,0.9930609,0.0003649456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007170308,0.004422468,0.00002128518,0.0002332587,0.001688195,0.001077548,0.0148231,0.00113929,0.9758778],"genre_scores_gemma":[0.006963852,0.001040414,0.0006883017,0.00000167177,0.002044659,0.000008716393,0.00105668,0.001304598,0.9868911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2862187,"threshold_uncertainty_score":0.9997915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439383688071494,"score_gpt":0.3518812873095561,"score_spread":0.3079429185024067,"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."}}