{"id":"W6912144702","doi":"10.5281/zenodo.15027013","title":"neurobagel_api","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biblical Studies and Interpretation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rest (music); Work (physics); Identification (biology); Position (finance)","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":[],"consensus_categories":[],"category_scores_codex":[0.001246562,0.002830202,0.001627854,0.002304917,0.001114777,0.003881914,0.00416241,0.001425639,0.1494097],"category_scores_gemma":[0.005525768,0.001285133,0.002176298,0.001553954,0.0007757876,0.003584882,0.005029093,0.002553576,0.2351406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473874,"about_ca_system_score_gemma":0.001852446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260753,"about_ca_topic_score_gemma":0.02010181,"domain_scores_codex":[0.9988073,0.0001555062,0.0001074897,0.000282942,0.0004874759,0.0001592622],"domain_scores_gemma":[0.9984037,0.0003072415,0.00006190856,0.0005650507,0.0005567142,0.0001053041],"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":[0.0001899823,0.00003215009,0.0006019436,0.0004925038,0.0000425818,0.0001232018,0.00009726651,0.000956464,0.001398287,0.005388768,0.9536749,0.03700191],"study_design_scores_gemma":[0.00007125661,0.00001980641,0.001100246,0.0001444951,0.00004112882,0.0002688204,0.00008177148,0.009377311,0.008712607,0.0172918,0.9627616,0.0001291647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001298324,0.0004338004,0.07325239,0.0004416385,0.0004080739,0.0002068308,0.1217077,0.7587938,0.04345745],"genre_scores_gemma":[0.02263321,0.0007519037,0.07675788,0.002082507,0.0002549512,0.001631559,0.4832772,0.3370598,0.07555099],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1494097,"threshold_uncertainty_score":0.4998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380490951883778,"score_gpt":0.2349787116478949,"score_spread":0.1969296164595171,"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."}}