{"id":"W4411030658","doi":"10.1007/s12311-025-01864-5","title":"Conference Report: Cerebellar Development and Disease at Single-Cell Resolution","year":2025,"lang":"en","type":"article","venue":"The Cerebellum","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; Deutsche Forschungsgemeinschaft; Deutsches Krebsforschungszentrum; National Cancer Institute; Company of Biologists; Brain and Behavior Research Foundation","keywords":"Neurology; Neuroscience; Resolution (logic); Computer science; Psychology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835195,0.0001592313,0.0001144992,0.00002708789,0.0002947955,0.00003635014,0.000174665,0.00009503972,0.00001962796],"category_scores_gemma":[0.00005912565,0.0001266447,0.00004819899,0.00007072192,0.0001523518,0.000003379139,0.0001849943,0.00007986433,0.00001090999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003896018,"about_ca_system_score_gemma":0.0001841485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762872,"about_ca_topic_score_gemma":0.0001238115,"domain_scores_codex":[0.9990104,0.00005687206,0.0002334414,0.0003615264,0.0001079724,0.0002297909],"domain_scores_gemma":[0.9993117,0.00001531945,0.00007243372,0.0004242525,0.00005859764,0.0001176768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000433071,0.0002446107,0.01158376,0.0001409739,0.0000794907,0.0000339282,0.0003227503,0.00005848605,0.9726458,0.0008396132,0.007858744,0.005758783],"study_design_scores_gemma":[0.0007509731,0.00006907162,0.004746235,0.0000512216,0.00006622772,0.00002157348,0.00006357819,0.0002628346,0.5711563,0.0003940024,0.4221117,0.0003063385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810792,0.001825011,0.003698066,0.001088416,0.000289359,0.0002285818,0.000007726189,0.00002356495,0.01176008],"genre_scores_gemma":[0.978618,0.0001422927,0.0004090361,0.0004449732,0.00007343463,0.00001328814,0.00009972008,0.00001453082,0.02018468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142529,"threshold_uncertainty_score":0.516442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610685968437464,"score_gpt":0.2174923319106212,"score_spread":0.2013854722262465,"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."}}