{"id":"W4390029859","doi":"10.18280/mmep.100634","title":"Impacts of Magnetic Fields on Ferrofluid Squeeze Films Between Infinitely Long Rectangular Plates","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ferrofluid; Materials science; Magnetic field; Mechanics; Composite material; Condensed matter physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752352,0.0003816316,0.0005565709,0.0005999019,0.0009491606,0.001332714,0.0004869964,0.000792071,0.007819947],"category_scores_gemma":[0.001630353,0.0003490321,0.0002003207,0.0002657781,0.001861934,0.001031373,0.001156213,0.0007984122,0.00032372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582486,"about_ca_system_score_gemma":0.0004438391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727136,"about_ca_topic_score_gemma":0.001526539,"domain_scores_codex":[0.9998461,0.00002511184,0.000003147747,0.00001694828,0.00003724902,0.00007140208],"domain_scores_gemma":[0.9993498,0.0004085941,0.00007593723,0.00002969171,0.00005321793,0.00008274854],"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":[0.005045573,0.0009306573,0.003294513,0.0008975827,0.0001362391,0.00682295,0.001312737,0.2457977,0.5762206,0.1312249,0.004988982,0.02332769],"study_design_scores_gemma":[0.0004539993,0.001096615,0.01122838,0.0001136998,0.00007910147,0.0007731454,0.001763521,0.814633,0.1390995,0.02745894,0.003125074,0.0001749712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712404,0.0007624541,0.00362186,0.00115236,0.0001589002,0.00002337334,0.00006679248,0.0001018705,0.02287209],"genre_scores_gemma":[0.996472,0.0001728489,0.0002831959,0.0000513109,0.00002581622,0.000006969944,0.00001628692,0.00001640445,0.002955243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007819947,"threshold_uncertainty_score":0.02616036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250332945447316,"score_gpt":0.2162673982683967,"score_spread":0.1912341037236651,"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."}}