{"id":"W2924011388","doi":"10.3389/fnsyn.2019.00008","title":"Optical Quantal Analysis","year":2019,"lang":"en","type":"article","venue":"Frontiers in Synaptic Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Neuroscience; Postsynaptic potential; Synaptic plasticity; Neurotransmission; Electrophysiology; Synapse; Nonsynaptic plasticity; Metaplasticity; Neurotransmitter; Biology; Central nervous system","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":[0.0003434724,0.0004664809,0.0002726582,0.001831528,0.0005157613,0.0007044509,0.0012774,0.0005969523,0.01154017],"category_scores_gemma":[0.0008209219,0.0002522187,0.0003663513,0.001054618,0.0005507941,0.001192932,0.0006235226,0.0008438902,0.001812591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007970121,"about_ca_system_score_gemma":0.0004515632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208668,"about_ca_topic_score_gemma":0.001308483,"domain_scores_codex":[0.99965,0.00002234711,0.00001579743,0.00009027312,0.0001674031,0.00005414675],"domain_scores_gemma":[0.9996352,0.00009248049,0.00005189595,0.00007188129,0.0001302841,0.00001832989],"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":[0.0002254404,0.0001427955,0.002661562,0.0005853426,0.00006052492,0.0002660739,0.00018465,0.004324364,0.8091118,0.04204474,0.005209465,0.1351832],"study_design_scores_gemma":[0.00004201924,0.0002080134,0.01492713,0.0001053088,0.0001175597,0.001011739,0.0003283526,0.1454737,0.7577413,0.02528738,0.05462738,0.0001301567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1187999,0.00239857,0.8156559,0.0004443998,0.0005216218,0.0004660793,0.003640738,0.002604916,0.05546787],"genre_scores_gemma":[0.6398873,0.003058601,0.3303558,0.0005339265,0.000269885,0.0008941254,0.00191959,0.0006355536,0.02244524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154017,"threshold_uncertainty_score":0.03860575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160304543991859,"score_gpt":0.2426016773771367,"score_spread":0.2265712229779508,"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."}}