{"id":"W2802910311","doi":"10.1371/journal.pone.0196508","title":"A model for studying the energetics of sustained high frequency firing","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ottawa Hospital Research Institute; National Science Foundation","keywords":"Energetics; Physics; Biophysics; Biology; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001021556,0.00006765354,0.0001170959,0.00002168005,0.00005222142,0.00001167043,0.0001006135,0.00003230989,0.0000181409],"category_scores_gemma":[0.00003258107,0.00005314095,0.00002036523,0.00004969531,0.00002303218,0.00002999569,0.00002042786,0.00002814896,0.000001472599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790567,"about_ca_system_score_gemma":0.000007835043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008904304,"about_ca_topic_score_gemma":0.0000119361,"domain_scores_codex":[0.9995385,0.000007529682,0.000152388,0.00006664372,0.0001019147,0.0001329649],"domain_scores_gemma":[0.9996699,0.00002439874,0.00002524578,0.0001589602,0.0001038655,0.00001764183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001785045,0.0001799366,0.0002400252,0.0006281643,0.000144062,2.834429e-7,0.0008227978,0.03790798,0.9450773,0.01444501,0.00007695817,0.000459649],"study_design_scores_gemma":[0.0002045314,0.00005286054,0.0001277167,0.00009344265,0.0000701501,8.315146e-8,0.00004671793,0.6247663,0.3673812,0.007170137,0.000003219813,0.00008364326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646528,0.00008500809,0.03459963,0.00005688353,0.00008686274,0.0001543887,0.000006906528,0.00007673389,0.0002807436],"genre_scores_gemma":[0.9805713,0.00003084343,0.01902905,0.00001340059,0.0001846755,0.0000509747,0.000002920811,0.0000205011,0.00009628448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5868583,"threshold_uncertainty_score":0.2167025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457001528276494,"score_gpt":0.2090059786867933,"score_spread":0.1644359634040284,"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."}}