{"id":"W2584154019","doi":"10.1016/j.bpj.2016.11.754","title":"A Model for Assessing ATP Demands of Sustained High Frequency Firing","year":2017,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Electric fish; Electric organ; Neurotransmission; Biophysics; Torpedo; Membrane potential; Chemistry; Biology; Biological system; Fish <Actinopterygii>; Biochemistry; Acetylcholine receptor","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":[0.0004879971,0.0006090013,0.000822596,0.0004775226,0.0003722979,0.001064119,0.001759229,0.001937713,0.004766587],"category_scores_gemma":[0.001925665,0.0003830788,0.0006352194,0.0004123606,0.0005362948,0.001024771,0.0005762127,0.0008505495,0.0006103558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165101,"about_ca_system_score_gemma":0.0007738221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004721359,"about_ca_topic_score_gemma":0.00359548,"domain_scores_codex":[0.9998749,0.00002744105,0.00000756858,0.00004350498,0.00002021715,0.00002630582],"domain_scores_gemma":[0.9994239,0.0003554752,0.00005806743,0.00003267193,0.00005631841,0.00007361771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001288477,0.00008948021,0.001182611,0.00008747252,0.00006742677,0.0001932997,0.00005958456,0.9419367,0.01579808,0.03117022,0.0008063447,0.008479916],"study_design_scores_gemma":[0.00001338267,0.00002292558,0.0002784814,0.000003456822,0.00001125613,0.00002672638,0.000006633905,0.9920951,0.0002566605,0.007099669,0.0001776756,0.000008002994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2269574,0.0003791119,0.751516,0.001258416,0.0001129397,0.0001072648,0.0008477976,0.0004497143,0.01837135],"genre_scores_gemma":[0.9683166,0.0001689178,0.02324121,0.0001427674,0.00002844091,0.0002066546,0.0002043917,0.00005389317,0.007637231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004766587,"threshold_uncertainty_score":0.01594579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566777057165001,"score_gpt":0.3027741446347717,"score_spread":0.2671063740631217,"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."}}