{"id":"W1989794908","doi":"10.1103/physrevlett.92.139402","title":"Li and Kwok Reply:","year":2004,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004353308,0.00009891085,0.0002039143,0.00001205702,0.00002734115,0.00001097502,0.00004503266,0.000002688753,0.000005270902],"category_scores_gemma":[0.00003012224,0.00008315171,0.00004933711,0.00009221223,0.00003390503,0.00009165854,0.00002401343,0.0000771737,0.0001265965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002780104,"about_ca_system_score_gemma":0.000001929957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002174377,"about_ca_topic_score_gemma":2.762084e-7,"domain_scores_codex":[0.9995452,0.000008333855,0.0001116531,0.0001127074,0.00009945344,0.0001226809],"domain_scores_gemma":[0.9997367,0.0000500017,0.00001474832,0.0001459649,0.00001020192,0.00004242725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001989982,0.0004140575,0.00303185,0.03282636,0.001426905,0.0001809456,0.00580568,0.523175,0.07203518,0.02195642,0.2292421,0.1098856],"study_design_scores_gemma":[0.002460034,0.00009612464,0.02911054,0.007871807,0.0006875774,0.00003088014,0.00003856549,0.02248383,0.001935445,0.005887843,0.9272869,0.002110453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8748535,0.07455132,0.004573798,0.04094463,0.0002618534,0.0006778892,0.000005757869,0.0008287106,0.00330255],"genre_scores_gemma":[0.9652076,0.006649625,0.0002458951,0.02769841,0.0001516329,0.00001966817,0.000001547897,0.0000201504,0.000005414787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6980448,"threshold_uncertainty_score":0.3390828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810124994268147,"score_gpt":0.2792012895406433,"score_spread":0.2611000395979619,"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."}}