Justin Bieber - Purpose (Deluxe) [2015] [16-bit / 44.1kHz | TIDAL Rip]
Bibliographic record
Abstract
As luck would have it, Justin Bieber's fifth album, Purpose, and One Direction's fifth album, Made in the A.M., were released on the same day. In a globalized world, these are two visions of pop competing simultaneously: the R&B-tinged Canadian and the more rock-oriented British. The difference becomes even more pronounced when listening to the dozen songs offered by the North American idol, who adds his trio with Diplo and Skrillex, "Where Are Ü Now," released on Jack Ü's album, and five other new tracks on the deluxe edition. The electro-rap track stands out in stark contrast to Bieber's most introspective album, which, from the tilted face on the cover to the series of amorous pleas that fuel the first half, is not conducive to celebration or dancing. Specifically, from the intimate prologue "Mark My Words," set against a backdrop of floating piano and repetitive vocals, to the languid mid-tempo R&B "Company," the 21-year-old blends his plaintive vocals with supple rhythms and production tricks on the ballad "I'll Show You" and the bouncy hits "What Do You Mean?" and "Sorry." The star, supported by a handful of songwriters (including Ed Sheeran on "Love Yourself") and producers including Diplo, Skrillex, Benny Blanco, and Blood Pop, simply lets himself be carried away by the ingenuity of these sound architects, who craft a pleasantly soft setting for him. On the other hand, Justin Bieber tackles three equally lascivious duets with rappers Big Sean ("No Pressure"), Travis Scott ("No Sense"), laden with autotune, and singer Halsey ("The Feeling"), which reveal no real surprises other than some unfinished rap or electro-pop exercises. The acoustic piano of the ballad "Life Is Worth Living" then brings Purpose back to its most sensitive and human side, before the surging house of "Children" and the romantic, stripped-down closing title track. © ©Copyright Music Story 2015
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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; both teacher heads agree on what is shown here.
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".