{"id":"W4416605035","doi":"10.5256/f1000research.1159.r766","title":"Referee report. For: Moving beyond Type I and Type II neuron types [v1; indexed, http://f1000r.es/w7]","year":2013,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Type (biology); Neuron; Feature (linguistics); Sequence (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008331691,0.0001709942,0.0002394704,0.0002182337,0.0004654188,0.0001276742,0.0003509714,0.0001342735,0.0002103502],"category_scores_gemma":[0.004506587,0.0001404919,0.00005200683,0.0006995295,0.000274518,0.0003326302,0.0004156118,0.0004538093,0.0001325149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005571601,"about_ca_system_score_gemma":0.0001305584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000310318,"about_ca_topic_score_gemma":0.00005689067,"domain_scores_codex":[0.9974915,0.0001779855,0.0003413766,0.0006188809,0.0008255899,0.0005446951],"domain_scores_gemma":[0.9975686,0.0004704942,0.0001320517,0.0004661471,0.001184824,0.0001778756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002119272,0.0001082772,0.001689389,0.0001141945,0.00001235557,0.00003827988,0.0001445053,0.00002741001,0.9399136,0.005053828,0.04116698,0.01151923],"study_design_scores_gemma":[0.002222727,0.006614474,0.06364153,0.0002397828,0.0000455406,0.0003610204,0.0003447695,0.02033032,0.1967471,0.01842161,0.6898938,0.001137236],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878027,0.0000597552,0.00002163495,0.005646902,0.0003375629,0.0006739273,0.00006247993,0.00005831158,0.005336771],"genre_scores_gemma":[0.9537674,0.0001064926,0.0002224342,0.0002094062,0.0001131018,0.00003071691,0.00008589007,0.00003656411,0.04542797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7431665,"threshold_uncertainty_score":0.5729092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06988538921825861,"score_gpt":0.3511666994881751,"score_spread":0.2812813102699165,"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."}}