{"id":"W4285283018","doi":"10.2139/ssrn.4103238","title":"Activating Parvalbumin-Expressing Interneurons Produces Iceberg Effects in Mouse Primary Visual Cortex Neurons","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Parvalbumin; Visual cortex; Neuroscience; Iceberg; Cortex (anatomy); Interneuron; Biology; Geography; Inhibitory postsynaptic potential","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":[0.0002685095,0.0005341592,0.0005379426,0.0005570305,0.0002680649,0.0005225667,0.0006537009,0.0006940299,0.001959612],"category_scores_gemma":[0.0002802885,0.0003876008,0.0004843553,0.0001849423,0.0005615341,0.0003597845,0.0004385053,0.001549847,0.0005272799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006709315,"about_ca_system_score_gemma":0.0003281435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789779,"about_ca_topic_score_gemma":0.003016383,"domain_scores_codex":[0.9995809,0.00002614173,0.00003403277,0.000107305,0.000100948,0.0001505827],"domain_scores_gemma":[0.9995485,0.00009804349,0.0001237606,0.00004702339,0.00002574068,0.0001568469],"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":[0.00007469131,0.00002361466,0.0000964454,0.00001129278,0.000004243873,0.00008708846,0.00001078543,0.00005009361,0.9991316,0.0001005686,0.00002625199,0.0003832163],"study_design_scores_gemma":[0.00003621542,0.0001560266,0.004159934,0.000006563918,0.00001898552,0.0002168716,0.0000354886,0.000942472,0.9936895,0.0001047971,0.0006279292,0.000005172466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993674,0.000309544,0.003132448,0.000131175,0.00006632419,0.00002222741,0.0002985367,0.0001917915,0.002174045],"genre_scores_gemma":[0.9912211,0.0002562308,0.002231859,0.0001192644,0.00001638931,0.00003534769,0.0002535324,0.0001956191,0.005670593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959612,"threshold_uncertainty_score":0.006555617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064712410114563,"score_gpt":0.2497873861404168,"score_spread":0.2391402620392711,"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."}}