{"id":"W4244690770","doi":"10.3410/f.718495235.793497989","title":"Faculty Opinions recommendation of Identification of a brainstem circuit regulating visual cortical state in parallel with locomotion.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Brainstem; Identification (biology); Neuroscience; State (computer science); Psychology; Computer science; Speech recognition; Communication; Biology; Algorithm","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002001771,0.0004293442,0.0008040075,0.0006315025,0.0002406187,0.0001295447,0.001089333,0.000318563,0.0001280105],"category_scores_gemma":[0.01443213,0.0002979982,0.0002947834,0.003647836,0.0007270619,0.0005204142,0.0002171314,0.0009077458,0.000024448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236224,"about_ca_system_score_gemma":0.0006056487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003397946,"about_ca_topic_score_gemma":0.00000947981,"domain_scores_codex":[0.9933417,0.001286792,0.002289772,0.0009375497,0.001789798,0.0003544027],"domain_scores_gemma":[0.9917192,0.0004398428,0.002953634,0.0009818007,0.003688338,0.0002172185],"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":[0.00003732988,0.0008386543,0.00004268134,0.003725239,0.00001716291,2.01381e-7,0.0001963211,0.000002999238,0.0003560088,0.0006904263,0.9916344,0.002458548],"study_design_scores_gemma":[0.0009098844,0.000276135,0.01068147,0.006634714,0.00007305278,0.0000397278,0.00005886841,0.0001847427,0.0008010996,0.00009267993,0.9799333,0.0003143636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006553528,0.00004476793,0.001452955,0.03070043,0.000845398,0.001688257,0.9651243,0.00003246065,0.00004586235],"genre_scores_gemma":[0.003128879,0.00007942486,0.0001265703,0.002371137,0.00009875368,0.0002390178,0.9933931,0.00002450746,0.0005386205],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02832929,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580832453331934,"score_gpt":0.3555256703363794,"score_spread":0.3097173458030601,"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."}}