{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003050838,0.002140533,0.001614477,0.006240251,0.005262926,0.01716613,0.003983241,0.002467511,0.4893936],"category_scores_gemma":[0.01677529,0.001365948,0.0007964806,0.009225992,0.001797959,0.01002308,0.008773994,0.002388492,0.5448873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006699899,"about_ca_system_score_gemma":0.008745938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1869655,"about_ca_topic_score_gemma":0.1837313,"domain_scores_codex":[0.9970304,0.0002481995,0.0001705022,0.0006293896,0.001474813,0.0004467484],"domain_scores_gemma":[0.9872959,0.001078151,0.0005031112,0.004422924,0.003648684,0.003051202],"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":[0.00006939705,0.000008366448,0.0001778641,0.0001121679,0.000004693663,0.00003357131,0.0001029606,0.0000376652,0.000317003,0.005703176,0.9799714,0.01346167],"study_design_scores_gemma":[0.00001100033,0.000003791087,0.0003467194,0.00005808512,0.000003074197,0.00003932943,0.0001050689,0.0001593342,0.0004565077,0.001990549,0.9968009,0.00002560094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00147117,0.001226055,0.009187781,0.005991337,0.0009965473,0.000222148,0.2831641,0.1686891,0.5290517],"genre_scores_gemma":[0.01795894,0.002169835,0.01879142,0.002969768,0.0007783104,0.000315213,0.3168989,0.08908145,0.5510362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4893936,"threshold_uncertainty_score":0.728318,"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."}}