{"id":"W2080484473","doi":"10.4161/chan.27652","title":"Built for speed","year":2013,"lang":"en","type":"letter","venue":"Channels","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depolarization; Membrane potential; Cardiac action potential; Biophysics; Ion channel; Voltage-gated ion channel; Intracellular; Sodium channel; Neuroscience; Electrophysiology; Ion; Chemistry; Physics; Biology; Repolarization; Sodium; Biochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000935004,0.0002852078,0.0003825631,0.0001574993,0.0002004581,0.00004921666,0.0008304368,0.0009359687,0.000697609],"category_scores_gemma":[0.0005682979,0.000234894,0.0001883546,0.0001223778,0.0003770143,0.00009674137,0.0001629216,0.001625525,0.002269265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001875253,"about_ca_system_score_gemma":0.0000571879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007718601,"about_ca_topic_score_gemma":1.199962e-7,"domain_scores_codex":[0.9978662,0.000223226,0.0002012749,0.0007973872,0.0001340392,0.0007779129],"domain_scores_gemma":[0.9982291,0.001045932,0.0001025096,0.0005019843,0.00006716234,0.00005330452],"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":[0.00001139969,0.00001033919,5.995159e-7,0.00005748754,0.000005024029,0.00004113482,0.00001546817,0.000001077132,0.2753976,0.00004295938,0.7243558,0.00006110388],"study_design_scores_gemma":[0.0002112696,0.0002218641,0.000004637388,0.000015438,0.000006583047,0.00003186785,9.642855e-7,0.00006826264,0.2710599,0.005741054,0.72241,0.0002281581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05188096,0.00007632458,0.00005273522,0.9308625,0.00691053,0.002627713,0.0003325049,0.0002752954,0.006981374],"genre_scores_gemma":[0.01375211,0.00004464707,0.000009653289,0.9138026,0.008030074,0.0002647262,0.0001233774,0.0000746211,0.06389818],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05691681,"threshold_uncertainty_score":0.9985076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194178517688008,"score_gpt":0.33589641246243,"score_spread":0.2164785606936291,"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."}}