{"id":"W6949697784","doi":"10.5281/zenodo.16685628","title":"Protocol for Immunohistochemical Labelling and Stereological Analysis of Dopaminergic Neurons in the Mouse Substantia Nigra","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Point processes and geometric inequalities","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Substantia nigra; Tyrosine hydroxylase; Immunohistochemistry; Dopaminergic; Stereology; Staining; Parkinson's disease","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":[0.0009401671,0.00009109665,0.0002106505,0.0005033396,0.0003913854,0.0001554446,0.0004969675,0.000046818,0.000420273],"category_scores_gemma":[0.001556301,0.00006811172,0.00006017778,0.001808701,0.0001222499,0.00006698475,0.0002852905,0.0001443335,0.000007478639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821905,"about_ca_system_score_gemma":0.000003090732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009949385,"about_ca_topic_score_gemma":9.410908e-7,"domain_scores_codex":[0.9989049,0.0001941166,0.0003298885,0.000207033,0.0001721014,0.0001919614],"domain_scores_gemma":[0.9990378,0.0002903995,0.0001046853,0.0002644504,0.0002770453,0.00002558804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001697114,0.002324624,0.0003167827,0.004660452,0.001240517,0.00002108359,0.01332974,0.0002361211,0.03376399,0.8378336,0.07932539,0.02525056],"study_design_scores_gemma":[0.006467085,0.001414193,0.002676646,0.0002532962,0.0009278135,0.00004540246,0.007291727,0.01464185,0.009245991,0.04731236,0.9089065,0.0008171115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721623,0.0001193165,0.03940527,0.001354147,0.00003154857,0.0529157,0.0004040074,0.0004215877,0.03318614],"genre_scores_gemma":[0.9970016,0.00001975353,0.001133232,0.0001349505,0.00002401224,0.0000693039,0.0002660724,0.0002629352,0.001088161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8295811,"threshold_uncertainty_score":0.4601695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007685308248091,"score_gpt":0.3528676588235775,"score_spread":0.2520991279987683,"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."}}