THERMAL RADIATION EFFECTS ON MHD CASSON AND MAXWELL NANOFLUIDS OVER A POROUS STRETCHING SURFACE
Bibliographic record
Abstract
The main goal of the work is to investigate to the influence the magnetohydrodynamic slip flow through a nonlinear porous stretching surface's upper Maxwell Casson convected nanofluid boundary layer flow was considered. The governing partial differential equations are transformed into nonlinear ordinary differential equations using the proper similarity transformations. The Shooting method was utilized to achieve the numerical solution of the updated equations utilizing the Runge-Kutta-Fehlberg approach. A wide range of essential fluid characteristics were thoroughly examined, including the Schmidt number, magnetic parameter, temperature slip parameter, concentration slip parameter, velocity, and nonlinear stretching parameter. Using graphs and tables, the impacts on temperature, concentration, and velocity were examined and reported. The investigation included calculating and thoroughly debating the skin friction coefficient, local Sherwood numbers, and local Nusselt numbers.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".