{"id":"W2085499654","doi":"10.1101/pdb.prot5486","title":"Electrophysiological Recording from a ‘Model’ Cell","year":2010,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Electrophysiology; Neuroscience; Neurotransmission; Neuromuscular junction; Biology; Synaptic vesicle; Neuromuscular transmission; Transmission (telecommunications); Computer science; Vesicle; Membrane; Genetics; Telecommunications","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":[0.0001925455,0.0002159097,0.0002743879,0.00007311166,0.0003268963,0.0000632594,0.0007673191,0.0002428524,0.0002794176],"category_scores_gemma":[0.0005559807,0.0001839038,0.0001053689,0.0002048231,0.0002804472,0.0001584539,0.0002667052,0.001381708,0.000407912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001961445,"about_ca_system_score_gemma":0.0001083117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001636102,"about_ca_topic_score_gemma":0.000001930803,"domain_scores_codex":[0.9979393,0.00022192,0.000243972,0.0008035318,0.0001520258,0.0006392137],"domain_scores_gemma":[0.9986714,0.0004170005,0.00009969995,0.0006245961,0.00003955474,0.0001477684],"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":[0.0002045266,0.0001460715,0.0002930241,0.00001118027,0.000002010138,0.00001933554,0.000005498624,0.00001472141,0.9886837,0.01042108,0.0001556335,0.00004319806],"study_design_scores_gemma":[0.0004588504,0.0003758121,0.002112562,0.00001370569,0.000002511588,6.388653e-7,3.372015e-7,0.002291273,0.9891539,0.001559992,0.00381745,0.0002129661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978986,0.000002253669,0.000148579,0.0001114805,0.0001378606,0.01924907,0.0000117883,0.0002311502,0.001121798],"genre_scores_gemma":[0.9570802,0.000003474854,0.000809984,0.0007049583,0.0002196951,0.0409844,3.507662e-7,0.00002975766,0.0001671846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190583,"threshold_uncertainty_score":0.749938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363322405280645,"score_gpt":0.3124517820439637,"score_spread":0.2688185579911573,"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."}}