“Well somebody has to do something!”: <i>First Reformed</i> and Conceptualizing Climate Crisis
Bibliographic record
Abstract
Résumé : La présente étude explore la manière dont le film Sur le chemin de la rédemption ( First Reformed) de Paul Schrader, sorti en 2017, fait appel au concept même du style transcendantal de Schrader pour aborder le désespoir déclenché par la crise des changements climatiques anthropocentriques. En racontant l’histoire d’un pasteur réformé qui remet sa foi en question, Sur le chemin de la rédemption laisse supposer que ce moment contemporain de crise écologique mondiale soulève de graves questions théologiques et morales qui recoupent les discours contemporains sur l’anthropocène et la postlaïcité. Sur le chemin de la rédemption, dans son style transcendantal, démontre que le cinéma est formellement en mesure d’affronter la crise existentielle des changements climatiques et peut-être même de nous encourager à agir.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.031 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.008 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".