{"id":"W6930880551","doi":"10.5281/zenodo.14902521","title":"ComputeCanada/magic_castle: Magic Castle 14.2.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Victoria; Compute Canada","funders":"","keywords":"MAGIC (telescope); Documentation; User interface","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002168809,0.003910341,0.00206789,0.00254167,0.001216571,0.004840705,0.007237511,0.002034119,0.4288827],"category_scores_gemma":[0.006875988,0.004026079,0.003138041,0.002384615,0.001134128,0.005447485,0.005192296,0.00490065,0.340082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740849,"about_ca_system_score_gemma":0.00200901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027981,"about_ca_topic_score_gemma":0.01102577,"domain_scores_codex":[0.9981686,0.0001894371,0.0001294785,0.000401852,0.0007809183,0.0003296776],"domain_scores_gemma":[0.9973971,0.0005240722,0.0001081879,0.001104884,0.000610615,0.0002550792],"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":[0.0003531821,0.00004797583,0.0005344315,0.000491436,0.00006479409,0.00008016499,0.00009001561,0.0009684205,0.001408476,0.01010138,0.9373222,0.04853753],"study_design_scores_gemma":[0.000352595,0.00003035913,0.00085192,0.0001684356,0.00004655814,0.000181558,0.00004049473,0.006628041,0.01294832,0.01440451,0.9641822,0.0001650691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008578278,0.0002513497,0.08643764,0.000270031,0.0003808298,0.0001376084,0.03416979,0.8283895,0.04910546],"genre_scores_gemma":[0.01656891,0.0003892068,0.05282311,0.0008073364,0.0001734425,0.0005225471,0.08449835,0.7815841,0.06263299],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4288827,"threshold_uncertainty_score":0.8146295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013551094043918,"score_gpt":0.2502475890649578,"score_spread":0.2301120781245186,"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."}}