{"id":"W3216021122","doi":"10.4006/0836-1398-34.2.224","title":"Perfect fluid model with <i>g</i> = 2","year":2021,"lang":"en","type":"article","venue":"Physics Essays","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Simple (philosophy); Perfect fluid; SHELL model; Theory of relativity; General relativity; Yield (engineering); Classical mechanics; Theoretical physics; Mechanics; Mathematical physics; Thermodynamics; Atomic physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000041982,0.00009570502,0.00009607987,0.00001092449,0.0001271212,0.0001436304,0.000311204,0.00001380724,0.000003397129],"category_scores_gemma":[0.000002557696,0.00008875223,0.00004940925,0.0004403428,0.00002170938,0.0002808212,0.0001438454,0.00007838535,0.00007012247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001541683,"about_ca_system_score_gemma":0.0001999822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004141928,"about_ca_topic_score_gemma":0.000001585911,"domain_scores_codex":[0.9992369,0.00001711381,0.00008088301,0.0003009562,0.0002214663,0.0001426459],"domain_scores_gemma":[0.9991307,0.00005971353,0.00003608419,0.0004962522,0.000217107,0.00006019655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[7.71135e-7,0.00007599695,0.00001269348,0.000003961083,0.000009277337,0.000002794727,0.0001322438,0.0703789,0.00248101,0.9174307,0.0009066341,0.008565034],"study_design_scores_gemma":[0.00008873649,0.000007177185,0.00001636578,0.000003549275,0.000003355691,0.000003986,0.00000212739,0.5215681,0.002039801,0.4757932,0.0003871825,0.00008641979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001185835,0.00003073077,0.9179965,0.001016275,0.00003220386,0.00005075822,0.000005416963,0.00009636493,0.0795859],"genre_scores_gemma":[0.9213026,0.000004690935,0.07757095,0.0006294558,0.0001088572,0.00003002232,0.00002108763,0.00001135709,0.0003210422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9201167,"threshold_uncertainty_score":0.3619211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709671212430947,"score_gpt":0.2388559996906144,"score_spread":0.2217592875663049,"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."}}