15/9/7 Chaos Theory Radio: Labor Day was Won! Fighting the Pipeline of Death: Alberta Clipper, Refugees Escape & Police De-escalation? Guests: Willy Wonka & the Oompa-Loompas
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Absurd Theater Willy Wonka Chocolate Factory Takeover Freedom Fries Lawrence Lessig Running for President http://m.huffpost.com/us/entry/55eda269e4b002d5c076554c Syrian Refugee Crisis http://www.commondreams.org/news/2015/09/04/major-culprit-creating-crisis-us-rebuked-failing-refugees http://www.theguardian.com/world/2015/sep/07/refugee-crisis-immigration-us-presidential-candidates Fight for 15 http://fightfor15.org https://berniesanders.com/the-greed-of-ingredion/?source=facebook09052015&utm_source=facebook&utm_medium=link&utm_campaign=facebook09052015 White Earth Nation vs Kerry http://www.honorearth.org/for_immediate_release_federal_court_hears_white_earth_nation_v_kerry?recruiter_id=31505 Cop Watch The Myth of the Ferguson Effect http://www.citylab.com/crime/2015/06/busting-the-myth-of-the-ferguson-effect/396068/ I Call Bullshit Air Marshalls Given Unsafe, Untested Guns https://theintercept.com/2015/09/03/air-marshals-complain-of-unsafe-gun-swap/ Radical Idea Give Cops a De-escalation Quota http://www.addictinginfo.org/2015/09/02/blue-kool-aid-makes-cops-arrest-ask-questions-later-says-retired-baltimore-police-officer-video/ Forgotten History Battle of Blair Mountain - 1921 http://www.archaeology.org/news/2461-140825-west-virginia-blair-mountain-battlefield http://www.pawv.org/news/blairhist.htm Want to hear more from our co-hosts? David Geitgey Sierralupe https://twitter.com/occupyradio23 Email: occupyradio23@gmail.com http://www.occupyradio.org/ http://occupythemedia.podomatic.com/ Sue Sierralupe http://www.thepracticalherbalist.com http://www.realherbalismradio.com http://occupy-medical.org Johnny K Dangers https://twitter.com/johnnykdangers
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.101 | 0.004 |
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 it