{"id":"W7009810114","doi":"","title":"Experimental study for the determination of the turbulence onset in natural convection on inclined plates","year":2010,"lang":"en","type":"article","venue":"","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solar telescope; Turbulence; Telescope; Natural convection; Optical telescope; Laminar flow; Grashof number","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103808,0.00005561449,0.00005756322,0.00001493145,0.00009518585,0.000012343,0.00006778866,0.00001188811,0.000015608],"category_scores_gemma":[0.000008406926,0.00002892635,0.0000341438,0.00003796037,0.00003452863,0.00003725604,0.0000264932,0.000108759,6.475213e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007244196,"about_ca_system_score_gemma":0.000009059826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001931834,"about_ca_topic_score_gemma":0.00009977554,"domain_scores_codex":[0.9996716,0.00001625949,0.0001021414,0.0000822561,0.00006394902,0.00006376426],"domain_scores_gemma":[0.9996418,0.0001611104,0.00005795661,0.0001027805,0.00002968954,0.000006626541],"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":[0.001021055,0.007164137,0.3951128,0.00001459143,0.0001986454,0.000001233969,0.01798267,0.0007211568,0.3991345,0.1193677,0.0003446507,0.05893677],"study_design_scores_gemma":[0.002351571,0.0005710337,0.1746614,0.00002391454,0.00002720668,7.423757e-7,0.01401842,0.2457394,0.5591559,0.003132728,0.0001046784,0.0002129524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978783,0.000002614764,0.0009369332,0.00009122084,0.0003314943,0.0004404759,0.000004097523,0.000002797653,0.0003120881],"genre_scores_gemma":[0.999395,3.391083e-8,0.0003225131,0.00001861911,0.00005668956,0.00001346731,0.000002156654,0.00000415745,0.000187329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450183,"threshold_uncertainty_score":0.1179582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276558129475177,"score_gpt":0.280234280708195,"score_spread":0.2674686994134433,"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."}}