{"id":"W1995219277","doi":"10.4028/www.scientific.net/amm.315.626","title":"Modelling and Simulation the Flexible Link in Water to Generate Dissolved Oxygen","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Link (geometry); Oxygen; Field (mathematics); Vibration; Computer science; Process engineering; Environmental science; Simulation; Engineering; Chemistry; Acoustics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451893,0.000307069,0.000293499,0.0002458545,0.0003846374,0.0005130444,0.0006063557,0.0009286294,0.003776186],"category_scores_gemma":[0.0004467376,0.0002043358,0.000402604,0.00023793,0.0003861389,0.0006379791,0.0004419267,0.0004087544,0.0003810739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347649,"about_ca_system_score_gemma":0.000633772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522202,"about_ca_topic_score_gemma":0.002352659,"domain_scores_codex":[0.9999261,0.00001462492,0.000003293413,0.00001155253,0.00003044365,0.00001404808],"domain_scores_gemma":[0.9998765,0.00006125899,0.00001539099,0.00001097579,0.00002418575,0.00001167649],"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":[0.0000212099,0.00001789089,0.000381734,0.00004086635,0.000008124808,0.00008857516,0.00007318125,0.9866416,0.006307418,0.00360996,0.0001338692,0.00267555],"study_design_scores_gemma":[0.00001247506,0.0000345625,0.0001387801,0.000004724371,0.000004506534,0.00001474949,0.00002284908,0.9957436,0.001768121,0.0008542595,0.001395762,0.000005606719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4631153,0.0003583794,0.4864211,0.000436901,0.0002082755,0.0002370612,0.0004456082,0.0009548777,0.04782239],"genre_scores_gemma":[0.954569,0.0003094216,0.03302969,0.00004329837,0.00001211412,0.0002516398,0.0001818477,0.00006910604,0.011534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00522202,"threshold_uncertainty_score":0.01263261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900983426681868,"score_gpt":0.2114943513971639,"score_spread":0.1924845171303452,"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."}}