{"id":"W1996353669","doi":"10.3791/4042","title":"Wholemount Immunohistochemistry for Revealing Complex Brain Topography","year":2012,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Albert Einstein College of Medicine, Yeshiva University; Yeshiva University","keywords":"Cerebellum; Cytoarchitecture; Neuroscience; Immunostaining; Afferent; Biology; Computer science; Cerebellar cortex; Compartmentalization (fire protection); Immunohistochemistry","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":[0.0004211799,0.0002020504,0.0003588781,0.0001479891,0.0002224845,0.0000590935,0.000341352,0.00006014267,0.0001027014],"category_scores_gemma":[0.0005032696,0.0001794671,0.0003194046,0.0001797208,0.0000637522,0.0002832643,0.00006521578,0.0001427668,0.000008993372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005610062,"about_ca_system_score_gemma":0.00003179277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.644886e-7,"about_ca_topic_score_gemma":9.204335e-9,"domain_scores_codex":[0.9981069,0.000154303,0.0006445212,0.0001943649,0.0004637425,0.0004362006],"domain_scores_gemma":[0.9985948,0.0003056072,0.0005874729,0.0001886811,0.00008708471,0.0002364024],"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":[0.00027744,0.0003708546,0.0000399599,0.00002168008,0.00001514053,0.000009899114,0.0003043376,0.00000214661,0.9955174,0.0009591662,0.002366046,0.0001159689],"study_design_scores_gemma":[0.001637006,0.0002836964,0.00006953639,0.00003869507,0.00002341173,0.0002093209,0.0001006609,0.00004450496,0.9837102,0.00005210601,0.01366249,0.0001683786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911395,0.0003769136,0.00665703,0.0001286589,0.001205105,0.0002313101,0.00001493591,0.0000254788,0.0002210257],"genre_scores_gemma":[0.9945827,0.00003336299,0.002820555,0.001982972,0.0003926601,0.00001556143,0.000001456724,0.00004254757,0.0001281999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180717,"threshold_uncertainty_score":0.7318456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09632284248768626,"score_gpt":0.455342358382883,"score_spread":0.3590195158951967,"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."}}